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common_cnnr101_FGVC_split1_2_exp/ckpts/best.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c7ced36f4f88b6202b33cf6ce03e74481ef7e40f7fa2ae526ec3601a7c44e2ab
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size 556873244
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common_cnnr101_FGVC_split1_2_exp/config.json
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{
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"tensorboard": true,
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"wandb": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp/wandb",
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"exp_name": "common0813_1_cnnr101_FGVC_split1_2",
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"cfg": "configs/FGVC/cnnr101_common0813_1.yaml",
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"random_seed": 2023,
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"n_gpu": 1,
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"model_arch": "cnnr101",
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"image_size": 448,
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"checkpoint_path": "runs/train/common0813_1_cnnr101_FGVC_split1_1_exp/ckpts/best.ckpt",
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"data_dir": "./data",
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"dataset": "FGVC",
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"num_classes": 50,
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"osr_dataset": null,
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"batch_size": 16,
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"num_workers_pgpu": 10,
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"train_steps": 15900,
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"warmup_steps": 500,
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"lr": 0.01,
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"lr_strategy": "one_cycle",
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"wd": 1e-05,
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"opt": "SGD",
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"save_freq": 50,
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"label_smoothing": 0.1,
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"transform": "rand-augment",
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"resume": false,
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"eval": false,
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"sim_block": "attention",
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"num_sim_block": 1,
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"sim_task": "reg",
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"plot_model": false,
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"plot_confusion_matrix": false,
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"plot_feature_embedding": false,
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"plot_roc": false,
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"sim_alpha": 0.01,
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"sim_lambda": 0.01,
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"frozen_encoder": false,
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"class_anchor": "mean",
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"anchor_freq": 30,
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"fusion": "cross-attention",
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"model_config": {
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"sim_block": "attention",
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"num_sim_block": 1,
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"sim_task": "reg",
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"emb_dim": 768,
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"mlp_dim": 3072,
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"sim_num_heads": 12,
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"num_heads": 12,
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"num_layers": 12,
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"attn_dropout_rate": 0.0,
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"dropout_rate": 0.1
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},
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"checkpoint_dir": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp/ckpts/",
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"embedding_dir": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp/embeddings/",
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"lightning_dir": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp/lightning_logs/",
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"result_dir": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp",
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"tensorboard_dir": "runs/train/common0813_1_cnnr101_FGVC_split1_2_exp/tb"
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}
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