diff --git "a/results/hparams.tsv" "b/results/hparams.tsv" new file mode 100644--- /dev/null +++ "b/results/hparams.tsv" @@ -0,0 +1,701 @@ +index_metric log_interval enable_progress_bar limit_batches seed experiment_group run_name data_path filename estimator.accelerator estimator.precision estimator.deterministic estimator.tf32_mode callbacks.timer._target_ callbacks.save_outputs._target_ callbacks.save_outputs.dirpath callbacks.save_outputs.instance_level callbacks.save_outputs.batch_level callbacks.save_outputs.epoch_level callbacks.early_stopping._target_ callbacks.early_stopping.monitor callbacks.early_stopping.stage callbacks.early_stopping.interval callbacks.early_stopping.mode callbacks.early_stopping.min_delta callbacks.early_stopping.patience callbacks.early_stopping.stopping_threshold callbacks.early_stopping.divergence_threshold callbacks.early_stopping.verbose callbacks.model_checkpoint._target_ callbacks.model_checkpoint.dirpath callbacks.model_checkpoint.monitor callbacks.model_checkpoint.stage callbacks.model_checkpoint.mode callbacks.model_checkpoint.save_last callbacks.model_checkpoint.save_top_k callbacks.model_checkpoint.verbose loggers.tensorboard._target_ loggers.tensorboard.root_dir loggers.tensorboard.name loggers.tensorboard.version data.batch_size data.eval_batch_size data.num_workers data.pin_memory data.drop_last data.persistent_workers data.shuffle data.seed data.replacement data.max_length active_data.budget active_data.positive_budget active_data.seed fit.min_steps fit.max_epochs fit.learning_rate fit.optimizer fit.log_interval fit.enable_progress_bar fit.limit_train_batches fit.limit_validation_batches active_fit.max_budget active_fit.query_size active_fit.reinit_model active_fit.limit_pool_batches active_fit.limit_test_batches test.log_interval test.enable_progress_bar test.limit_batches strategy.name strategy.args.seed strategy.args.subpool_size model.name model.seed dataset.name dataset.text_column dataset.label_column dataset.uid_column dataset.prepared_path dataset.processed_path dataset.minority_classes strategy.args.num_neighbours strategy.args.max_search_size strategy.args.num_anchors strategy.args.anchor_strategy_minority strategy.args.anchor_strategy_majority strategy.args.minority_classes_ids loggers.wandb._target_ loggers.wandb.project loggers.wandb.entity loggers.wandb.group loggers.wandb.name loggers.wandb.tags dataset.positive_class +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/agnews-business-.01/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_randomsubset_entropy_2023-12-04T18-17-02_35861566_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_seals_entropy_2023-12-04T18-17-02_35861566_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 albert-base-v2/new amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/albert-base-v2/amazon-agri/albert-base-v2_anchoral_entropy_2023-12-04T18-17-02_35861566_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 albert-base-v2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/agnews-business-.01/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_randomsubset_entropy_2023-12-08T18-52-14_36955715_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_seals_entropy_2023-12-08T18-52-14_36955715_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 gpt2 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_gpt2 amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/gpt2/amazon-agri/gpt2_anchoral_entropy_2023-12-08T18-52-14_36955715_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 gpt2 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_anchoral_entropy_2023-12-08T08-48-39_36902592_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_seals_entropy_2023-12-08T08-48-39_36902592_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/agnews-business-.01/bert-tiny_randomsubset_entropy_2023-12-08T08-48-39_36902592_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41_28870852_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_seals_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_anchoral_entropy_2023-12-06T16-28-24_36682224_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41_28870852_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-tiny 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_randomsubset_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_modelsize amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/bert-tiny/amazon-agri/bert-tiny_noop_entropy_2023-10-04T10-38-41_28870852_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 0.0002 adamw 1 False 5000 25 True 1 False entropy 42 bert-tiny 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-tiny amazon-agri/bert-tiny_entropy_2023-10-04T10-38-41 ['binary_classification_modelsize'] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new agnews-business-.01/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/agnews-business-.01/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_anchoral_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_anchoral_entropy_2023-12-06T10-52-24_36657787_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_seals_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_seals_entropy_2023-12-06T10-52-24_36657787_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 deberta_v3-base/new amazon-agri/deberta_v3-base_randomsubset_entropy_2023-12-06T10-52-24 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/deberta-v3-base/amazon-agri/deberta-v3-base_randomsubset_entropy_2023-12-06T10-52-24_36657787_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 deberta_v3-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/agnews-business-.01/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_anchoral_entropy_2023-12-08T18-54-17_36955942_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_randomsubset_entropy_2023-12-08T18-54-17_36955942_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new_t5 amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17 /rds/user/pl487/hpc-work/anchoral/data ../outputs/other_models/t5-base/amazon-agri/t5-base_seals_entropy_2023-12-08T18-54-17_36955942_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 t5-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base_anchoral_entropy_2023-10-02T17-40-02_28786438_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_entropy_amazon-agri_bert-base amazon-agri/bert-base_anchoral_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_numanchors amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_anchors/bert-base-uncased_anchoral_entropy_2023-12-11T08-48-36_37087269_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 100.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_mixed amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-52-04_37087687_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling entropy +all-mpnet-base-v2_cosine 1 False 42 new_anchorstrategy_entropy amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/anchor_strategy/bert-base-uncased_anchoral_entropy_2023-12-11T08-50-54_37087573_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 entropy entropy +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 additional_randomsubset_1000 amazon-agri/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/additional_randomsubset_1000/bert-base-uncased_randomsubset_entropy_2024-04-02T18-37-18_49537867_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 1000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_superextended amazon-agri/bert-base_anchoral_badge_2023-10-09T18-56-11 /home/pl487/anchoral/data ../outputs/ablations/superextended_budget/bert-base_anchoral_badge_2023-10-09T18-56-11_active_train_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 20000 100 True 1 False anchoral_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /home/pl487/anchoral/data/prepared/amazoncat-agri /home/pl487/anchoral/data/processed/amazoncat-13k [1] 50.0 50.0 kmeans_pp_sampling kmeans_pp_sampling energizer.loggers.wandb.WandbLogger anchoral pietro_lesci anchoral_badge_amazon-agri_bert-base amazon-agri/bert-base_anchoral_badge_2023-10-09T18-56-11 ['binary_classification_superextended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_superextended amazon-agri/bert-base_seals_badge_2023-10-09T18-56-11 /home/pl487/anchoral/data ../outputs/ablations/superextended_budget/bert-base_seals_badge_2023-10-09T18-56-11_active_train_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 20000 100 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /home/pl487/anchoral/data/prepared/amazoncat-agri /home/pl487/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T18-56-11 ['binary_classification_superextended'] +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 500.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_neighbours amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/ablations/num_neighbours/bert-base-uncased_anchoral_entropy_2023-12-11T08-46-18_37087109_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 5000.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_ftbertkm_2024-03-25T14-54-50_48771791_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_badge_2024-03-25T14-54-50_48771791_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_badge_2024-03-25T14-54-50_48771791_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_badge_2024-03-25T14-54-50_48771791_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_ftbertkm_2024-03-25T14-54-50_48771791_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_agnews agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_ftbertkm_2024-03-25T14-54-50_48771791_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_seals_entropy_2023-12-08T08-48-39_36902592_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_randomsubset_entropy_2023-12-08T08-48-39_36902592_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base-uncased 654321 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] +all-mpnet-base-v2_cosine 1 False 42 new agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/agnews-business-.01/bert-base-uncased_anchoral_entropy_2023-12-08T08-48-39_36902592_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 agnews-business-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/agnews-business-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/agnews [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_95 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-39-00 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-39-00_29415999_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-39-00 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-44-27 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-11T11-44-27_29416566_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-44-27 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_89 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-28-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-11T11-28-11_29414827_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-28-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-29-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-29-50_29414952_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-29-50 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-28-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-11T11-28-11_29414827_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-28-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_75 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-11T11-23-59_29414517_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-11T11-23-59_29414517_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_92 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_73 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_72 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_77 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_91 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_89 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_59 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_93 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_74 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-55-21 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-55-21_29417051_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-55-21 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_71 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-11T11-23-59_29414517_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_75 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_92 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_90 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-23-59_29414517_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-39-00 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-11T11-39-00_29415999_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-39-00 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-23-59_29414517_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_60 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-44-27 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-44-27_29416566_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-44-27 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-39-00 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-39-00_29415999_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-39-00 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-55-21 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-11T11-55-21_29417051_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-55-21 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_70 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_94 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-28-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-28-11_29414827_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-28-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-49-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-11T11-49-06_29416711_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-49-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_93 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-29-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-29-50_29414952_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-29-50 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-56-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-56-42_29417069_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-56-42 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_88 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-53-27 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-53-27_29416996_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-53-27 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_74 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-49-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-49-06_29416711_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-49-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_95 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_61 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-55-21 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-55-21_29417051_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-55-21 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-29-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-11T11-29-50_29414952_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-29-50 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-53-27 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_entropy_2023-10-11T11-53-27_29416996_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_entropy_2023-10-11T11-53-27 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-56-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-56-42_29417069_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-56-42 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_69 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_79 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_77 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_78 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_76 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-23-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_ftbertkm_2023-10-11T11-23-59_29414517_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_ftbertkm_2023-10-11T11-23-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-12-52_29414000_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-12-52 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_88 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_79 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_entropy_2023-12-08T18-23-01_36952945_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-44-27 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_badge_2023-10-11T11-44-27_29416566_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_badge_2023-10-11T11-44-27 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_94 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_90 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_random_2024-03-25T14-54-50_48771790_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_91 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_badge_2023-12-08T18-23-01_36952945_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended wikitoxic-.01/bert-base_badge_2023-10-11T11-28-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_noop_badge_2023-10-11T11-28-11_29414827_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_wikitoxic-.01_bert-base wikitoxic-.01/bert-base_badge_2023-10-11T11-28-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/wikitoxic-.01/bert-base-uncased_anchoral_ftbertkm_2023-12-08T18-23-01_36952945_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 wikitoxic-.01 text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/wikitoxic-.01 /rds/user/pl487/hpc-work/anchoral/data/processed/wikitoxic [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-35-03 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-11T11-35-03_29415232_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-35-03 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-46-34 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-11T11-46-34_29416662_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-46-34 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_29 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-40-48 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-11T11-40-48_29416330_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-40-48 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-11T11-52-04 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-11T11-52-04_29416946_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-11T11-52-04 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-11T11-35-03 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-11T11-35-03_29415232_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-11T11-35-03 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_31 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-11T11-26-25 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-11T11-26-25_29414693_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-11T11-26-25 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_entropy_2023-10-02T17-40-02_28786438_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-agri_bert-base amazon-agri/bert-base_seals_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-51-00 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-11T11-51-00_29416889_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-11T11-51-00 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-11T11-51-00 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-11T11-51-00_29416889_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-11T11-51-00 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_badge_2023-12-08T10-06-42_36909985_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-11T11-26-25 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-11T11-26-25_29414693_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-11T11-26-25 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-11T11-40-48 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-11T11-40-48_29416330_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-11T11-40-48 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_entropy_2023-10-02T17-40-02_28786438_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/f1_class1 train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/f1_class1 train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_entropy_2023-10-02T17-40-02 ['binary_classification_extended'] 1.0 +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-agri_bert-base amazon-agri/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_24 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-agri_bert-base amazon-agri/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-agri_bert-base amazon-agri/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_entropy_2023-10-04T10-14-59 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_noop_entropy_2023-10-04T10-14-59_28869423_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-agri_bert-base amazon-agri/bert-base_entropy_2023-10-04T10-14-59 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_ftbertkm_2023-12-08T10-06-42_36909985_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_anchoral_entropy_2023-12-08T10-06-42_36909985_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-agri_bert-base amazon-agri/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-agri/bert-base-uncased_random_2024-03-25T14-54-50_48771790_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-agri text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-agri /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [1] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-11T11-53-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-11T11-53-06_29416993_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-11T11-53-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_27 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_63 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_57 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_62 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_26 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_61 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_25 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-11T11-50-37 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-11T11-50-37_29416885_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-11T11-50-37 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_7 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_45 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_18 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-53-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-11T11-53-06_29416993_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-53-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_19 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_15 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_41 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-11T11-53-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-11T11-53-06_29416993_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-11T11-53-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-50-37 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-11T11-50-37_29416885_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-50-37 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_39 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_42 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_58 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_8 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_43 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_44 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_2 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_28 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-46-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-11T11-46-11_29416579_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-46-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-11T11-53-06 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-11T11-53-06_29416993_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-11T11-53-06 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_13 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-09T15-15-18_29223088_30 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_22 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-11T11-46-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-11T11-46-11_29416579_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-11T11-46-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_47 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_23 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_46 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_17 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-31-43 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-11T11-31-43_29414958_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-11T11-31-43 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_10 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_ftbertkm_2023-10-09T15-13-57_29223081_56 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_ftbertkm_2023-10-09T15-13-57_29223081_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_ftbertkm 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_seals_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_58 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_3 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_33 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_6 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_35 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_1 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-09T15-15-18_29223088_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_34 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_5 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_37 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_badge_2023-10-09T15-09-23_29222618_56 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_badge_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_32 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_entropy_2023-10-11T11-46-11 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_entropy_2023-10-11T11-46-11_29416579_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False entropy 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci entropy_amazon-multi_bert-base amazon-multi/bert-base_entropy_2023-10-11T11-46-11 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_badge_2023-12-10T12-00-52_37011856_12 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_badge 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_ftbertkm_2023-10-09T15-13-57_29223081_38 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False ftbertkm 42 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci ftbertkm_amazon-multi_bert-base amazon-multi/bert-base_ftbertkm_2023-10-09T15-13-57 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_entropy_2023-12-10T12-00-52_37011856_4 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_entropy 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_20 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_9 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 missing_runs_random amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_random_2024-03-25T14-54-50_48771790_21 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False random 42 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_randomsubset_entropy_2023-10-11T11-25-09 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_randomsubset_entropy_2023-10-11T11-25-09_29414554_0 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False randomsubset_entropy 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci randomsubset_entropy_amazon-multi_bert-base amazon-multi/bert-base_randomsubset_entropy_2023-10-11T11-25-09 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_badge_2023-10-09T15-09-23_29222618_40 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_badge 42 10000.0 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_badge_amazon-multi_bert-base amazon-multi/bert-base_seals_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_badge_2023-10-09T15-09-23 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_noop_badge_2023-10-09T15-09-23_29222618_36 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False badge 42 bert-base 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] energizer.loggers.wandb.WandbLogger anchoral pietro_lesci badge_amazon-multi_bert-base amazon-multi/bert-base_badge_2023-10-09T15-09-23 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 new_amazon_multi amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_anchoral_ftbertkm_2023-12-10T12-00-52_37011856_16 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False anchoral_ftbertkm 42 10000.0 bert-base-uncased 654321 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 10.0 kmeans_pp_sampling kmeans_pp_sampling +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_11 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 654321 False 512 100 5 123456 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended'] +all-mpnet-base-v2_cosine 1 False 42 binary_classification_extended amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 /rds/user/pl487/hpc-work/anchoral/data ../outputs/main/amazon-multi/bert-base-uncased_seals_entropy_2023-10-09T15-15-18_29223088_14 gpu 32 True high energizer.active_learning.callbacks.Timer src.callbacks.SaveOutputs ./logs/ False False False energizer.callbacks.early_stopping.EarlyStopping train/avg_f1_minclass train epoch max 1e-05 10 True energizer.callbacks.model_checkpoint.ModelCheckpoint .checkpoints train/avg_f1_minclass train max False 1 True energizer.loggers.TensorBoardLogger ./ tb_logs 32 256 32 True False True True 123456 False 512 100 5 654321 100 10 4e-05 adamw 1 False 5000 25 True 1 False seals_entropy 42 10000.0 bert-base 123456 amazon-multi text labels uid /rds/user/pl487/hpc-work/anchoral/data/prepared/amazoncat-multi /rds/user/pl487/hpc-work/anchoral/data/processed/amazoncat-13k [0, 1, 2, 3] 50.0 energizer.loggers.wandb.WandbLogger anchoral pietro_lesci seals_entropy_amazon-multi_bert-base amazon-multi/bert-base_seals_entropy_2023-10-09T15-15-18 ['binary_classification_extended']