| { | |
| "best_global_step": 200, | |
| "best_metric": 0.9849624060150376, | |
| "best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200", | |
| "epoch": 4.0, | |
| "eval_steps": 100, | |
| "global_step": 260, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.15384615384615385, | |
| "grad_norm": 1.961495280265808, | |
| "learning_rate": 0.0001930769230769231, | |
| "loss": 0.8212, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3076923076923077, | |
| "grad_norm": 0.9139995574951172, | |
| "learning_rate": 0.0001853846153846154, | |
| "loss": 0.2999, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.46153846153846156, | |
| "grad_norm": 1.0324450731277466, | |
| "learning_rate": 0.0001776923076923077, | |
| "loss": 0.2349, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.6153846153846154, | |
| "grad_norm": 0.7793644666671753, | |
| "learning_rate": 0.00017, | |
| "loss": 0.2267, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.7692307692307693, | |
| "grad_norm": 0.23891262710094452, | |
| "learning_rate": 0.0001623076923076923, | |
| "loss": 0.1409, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.9230769230769231, | |
| "grad_norm": 1.8466084003448486, | |
| "learning_rate": 0.00015461538461538464, | |
| "loss": 0.2156, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.0769230769230769, | |
| "grad_norm": 6.694087028503418, | |
| "learning_rate": 0.00014692307692307693, | |
| "loss": 0.4367, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.2307692307692308, | |
| "grad_norm": 0.2549947500228882, | |
| "learning_rate": 0.00013923076923076923, | |
| "loss": 0.1395, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.3846153846153846, | |
| "grad_norm": 0.16331493854522705, | |
| "learning_rate": 0.00013153846153846156, | |
| "loss": 0.0647, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "grad_norm": 6.384829998016357, | |
| "learning_rate": 0.00012384615384615385, | |
| "loss": 0.1103, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "eval_accuracy": 0.9699248120300752, | |
| "eval_loss": 0.09903952479362488, | |
| "eval_runtime": 2.1898, | |
| "eval_samples_per_second": 60.737, | |
| "eval_steps_per_second": 4.11, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.6923076923076923, | |
| "grad_norm": 3.5876402854919434, | |
| "learning_rate": 0.00011615384615384617, | |
| "loss": 0.139, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.8461538461538463, | |
| "grad_norm": 0.17117121815681458, | |
| "learning_rate": 0.00010846153846153846, | |
| "loss": 0.0855, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.8414745330810547, | |
| "learning_rate": 0.00010076923076923077, | |
| "loss": 0.0644, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.1538461538461537, | |
| "grad_norm": 0.25121811032295227, | |
| "learning_rate": 9.307692307692309e-05, | |
| "loss": 0.0337, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.3076923076923075, | |
| "grad_norm": 0.15971487760543823, | |
| "learning_rate": 8.538461538461538e-05, | |
| "loss": 0.02, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.4615384615384617, | |
| "grad_norm": 0.14554241299629211, | |
| "learning_rate": 7.76923076923077e-05, | |
| "loss": 0.0196, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.6153846153846154, | |
| "grad_norm": 0.8151974081993103, | |
| "learning_rate": 7e-05, | |
| "loss": 0.0622, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.769230769230769, | |
| "grad_norm": 0.8853701949119568, | |
| "learning_rate": 6.23076923076923e-05, | |
| "loss": 0.0457, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.9230769230769234, | |
| "grad_norm": 0.06993617862462997, | |
| "learning_rate": 5.461538461538461e-05, | |
| "loss": 0.0141, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "grad_norm": 0.07229465246200562, | |
| "learning_rate": 4.692307692307693e-05, | |
| "loss": 0.0177, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "eval_accuracy": 0.9849624060150376, | |
| "eval_loss": 0.04772329330444336, | |
| "eval_runtime": 1.2784, | |
| "eval_samples_per_second": 104.039, | |
| "eval_steps_per_second": 7.04, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.230769230769231, | |
| "grad_norm": 0.06657698005437851, | |
| "learning_rate": 3.923076923076923e-05, | |
| "loss": 0.0127, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 3.3846153846153846, | |
| "grad_norm": 0.06428707391023636, | |
| "learning_rate": 3.153846153846154e-05, | |
| "loss": 0.0124, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 3.5384615384615383, | |
| "grad_norm": 0.06366737931966782, | |
| "learning_rate": 2.384615384615385e-05, | |
| "loss": 0.0118, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 3.6923076923076925, | |
| "grad_norm": 0.05925724282860756, | |
| "learning_rate": 1.6153846153846154e-05, | |
| "loss": 0.0114, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.8461538461538463, | |
| "grad_norm": 0.05729958042502403, | |
| "learning_rate": 8.461538461538462e-06, | |
| "loss": 0.0112, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.05867352336645126, | |
| "learning_rate": 7.692307692307694e-07, | |
| "loss": 0.0112, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 260, | |
| "total_flos": 3.205097416476426e+17, | |
| "train_loss": 0.12549979543456666, | |
| "train_runtime": 117.8808, | |
| "train_samples_per_second": 35.086, | |
| "train_steps_per_second": 2.206 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 260, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.205097416476426e+17, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |