{ "best_metric": 0.5482199192047119, "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-10000", "epoch": 1.9344141488577744, "eval_steps": 500, "global_step": 10500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09211495946941783, "grad_norm": 3.0293657779693604, "learning_rate": 4.884856300663227e-07, "loss": 0.271, "step": 500 }, { "epoch": 0.09211495946941783, "eval_loss": 1.069305419921875, "eval_runtime": 75.1409, "eval_samples_per_second": 16.063, "eval_steps_per_second": 2.01, "step": 500 }, { "epoch": 0.18422991893883567, "grad_norm": 7.3040852546691895, "learning_rate": 4.769712601326456e-07, "loss": 0.2493, "step": 1000 }, { "epoch": 0.18422991893883567, "eval_loss": 0.9427077770233154, "eval_runtime": 74.8926, "eval_samples_per_second": 16.116, "eval_steps_per_second": 2.016, "step": 1000 }, { "epoch": 0.2763448784082535, "grad_norm": 0.020736657083034515, "learning_rate": 4.654568901989683e-07, "loss": 0.2348, "step": 1500 }, { "epoch": 0.2763448784082535, "eval_loss": 0.8726764917373657, "eval_runtime": 76.6621, "eval_samples_per_second": 15.744, "eval_steps_per_second": 1.97, "step": 1500 }, { "epoch": 0.36845983787767134, "grad_norm": 5.3738909628009424e-05, "learning_rate": 4.5394252026529107e-07, "loss": 0.1552, "step": 2000 }, { "epoch": 0.36845983787767134, "eval_loss": 0.8325753808021545, "eval_runtime": 76.6127, "eval_samples_per_second": 15.755, "eval_steps_per_second": 1.971, "step": 2000 }, { "epoch": 0.46057479734708917, "grad_norm": 404.510009765625, "learning_rate": 4.4242815033161386e-07, "loss": 0.1753, "step": 2500 }, { "epoch": 0.46057479734708917, "eval_loss": 0.7550467848777771, "eval_runtime": 76.8024, "eval_samples_per_second": 15.716, "eval_steps_per_second": 1.966, "step": 2500 }, { "epoch": 0.552689756816507, "grad_norm": 370.7579650878906, "learning_rate": 4.3091378039793665e-07, "loss": 0.1659, "step": 3000 }, { "epoch": 0.552689756816507, "eval_loss": 0.719167172908783, "eval_runtime": 76.6327, "eval_samples_per_second": 15.75, "eval_steps_per_second": 1.97, "step": 3000 }, { "epoch": 0.6448047162859248, "grad_norm": 24.97766876220703, "learning_rate": 4.193994104642594e-07, "loss": 0.105, "step": 3500 }, { "epoch": 0.6448047162859248, "eval_loss": 0.7117515802383423, "eval_runtime": 77.1286, "eval_samples_per_second": 15.649, "eval_steps_per_second": 1.958, "step": 3500 }, { "epoch": 0.7369196757553427, "grad_norm": 305.62060546875, "learning_rate": 4.0788504053058217e-07, "loss": 0.1336, "step": 4000 }, { "epoch": 0.7369196757553427, "eval_loss": 0.6952972412109375, "eval_runtime": 76.7253, "eval_samples_per_second": 15.731, "eval_steps_per_second": 1.968, "step": 4000 }, { "epoch": 0.8290346352247605, "grad_norm": 506.12237548828125, "learning_rate": 3.9637067059690496e-07, "loss": 0.1154, "step": 4500 }, { "epoch": 0.8290346352247605, "eval_loss": 0.6744509935379028, "eval_runtime": 76.9493, "eval_samples_per_second": 15.686, "eval_steps_per_second": 1.962, "step": 4500 }, { "epoch": 0.9211495946941783, "grad_norm": 8.823301322991028e-05, "learning_rate": 3.8485630066322774e-07, "loss": 0.108, "step": 5000 }, { "epoch": 0.9211495946941783, "eval_loss": 0.6559990048408508, "eval_runtime": 75.2391, "eval_samples_per_second": 16.042, "eval_steps_per_second": 2.007, "step": 5000 }, { "epoch": 1.013264554163596, "grad_norm": 0.0008560372516512871, "learning_rate": 3.733419307295504e-07, "loss": 0.1106, "step": 5500 }, { "epoch": 1.013264554163596, "eval_loss": 0.6367496848106384, "eval_runtime": 77.0031, "eval_samples_per_second": 15.675, "eval_steps_per_second": 1.961, "step": 5500 }, { "epoch": 1.105379513633014, "grad_norm": 0.04510360211133957, "learning_rate": 3.618275607958732e-07, "loss": 0.0591, "step": 6000 }, { "epoch": 1.105379513633014, "eval_loss": 0.6259325742721558, "eval_runtime": 75.2787, "eval_samples_per_second": 16.034, "eval_steps_per_second": 2.006, "step": 6000 }, { "epoch": 1.1974944731024317, "grad_norm": 0.0005158882704563439, "learning_rate": 3.50313190862196e-07, "loss": 0.0745, "step": 6500 }, { "epoch": 1.1974944731024317, "eval_loss": 0.6209793090820312, "eval_runtime": 77.1989, "eval_samples_per_second": 15.635, "eval_steps_per_second": 1.956, "step": 6500 }, { "epoch": 1.2896094325718497, "grad_norm": 3.5883346072296263e-07, "learning_rate": 3.387988209285188e-07, "loss": 0.0502, "step": 7000 }, { "epoch": 1.2896094325718497, "eval_loss": 0.6133300065994263, "eval_runtime": 75.1116, "eval_samples_per_second": 16.069, "eval_steps_per_second": 2.01, "step": 7000 }, { "epoch": 1.3817243920412676, "grad_norm": 21.66597557067871, "learning_rate": 3.272844509948415e-07, "loss": 0.079, "step": 7500 }, { "epoch": 1.3817243920412676, "eval_loss": 0.6006803512573242, "eval_runtime": 75.0086, "eval_samples_per_second": 16.091, "eval_steps_per_second": 2.013, "step": 7500 }, { "epoch": 1.4738393515106853, "grad_norm": 7.992870814632624e-05, "learning_rate": 3.157700810611643e-07, "loss": 0.0776, "step": 8000 }, { "epoch": 1.4738393515106853, "eval_loss": 0.5866427421569824, "eval_runtime": 75.6702, "eval_samples_per_second": 15.951, "eval_steps_per_second": 1.996, "step": 8000 }, { "epoch": 1.565954310980103, "grad_norm": 0.0010381735628470778, "learning_rate": 3.042557111274871e-07, "loss": 0.0492, "step": 8500 }, { "epoch": 1.565954310980103, "eval_loss": 0.5679212212562561, "eval_runtime": 75.0643, "eval_samples_per_second": 16.08, "eval_steps_per_second": 2.012, "step": 8500 }, { "epoch": 1.658069270449521, "grad_norm": 1.733377956725235e-07, "learning_rate": 2.927413411938099e-07, "loss": 0.0794, "step": 9000 }, { "epoch": 1.658069270449521, "eval_loss": 0.5761673450469971, "eval_runtime": 76.2738, "eval_samples_per_second": 15.825, "eval_steps_per_second": 1.98, "step": 9000 }, { "epoch": 1.750184229918939, "grad_norm": 3.1063287359023306e-11, "learning_rate": 2.812269712601326e-07, "loss": 0.0677, "step": 9500 }, { "epoch": 1.750184229918939, "eval_loss": 0.5565799474716187, "eval_runtime": 75.6897, "eval_samples_per_second": 15.947, "eval_steps_per_second": 1.995, "step": 9500 }, { "epoch": 1.8422991893883567, "grad_norm": 0.00010032750287791714, "learning_rate": 2.697126013264554e-07, "loss": 0.0566, "step": 10000 }, { "epoch": 1.8422991893883567, "eval_loss": 0.5482199192047119, "eval_runtime": 75.0029, "eval_samples_per_second": 16.093, "eval_steps_per_second": 2.013, "step": 10000 }, { "epoch": 1.9344141488577744, "grad_norm": 5.553330595375883e-08, "learning_rate": 2.581982313927782e-07, "loss": 0.0828, "step": 10500 }, { "epoch": 1.9344141488577744, "eval_loss": 0.5500391125679016, "eval_runtime": 76.2612, "eval_samples_per_second": 15.827, "eval_steps_per_second": 1.98, "step": 10500 } ], "logging_steps": 500, "max_steps": 21712, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3778182204932520.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }