{ "best_metric": 0.0904286727309227, "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": 0.053462374955415726, "learning_rate": 0.00019230769230769233, "loss": 0.0419, "step": 10 }, { "epoch": 0.3076923076923077, "grad_norm": 0.2846425771713257, "learning_rate": 0.00018461538461538463, "loss": 0.0129, "step": 20 }, { "epoch": 0.46153846153846156, "grad_norm": 11.22636604309082, "learning_rate": 0.00017692307692307693, "loss": 0.0148, "step": 30 }, { "epoch": 0.6153846153846154, "grad_norm": 0.15062539279460907, "learning_rate": 0.00016923076923076923, "loss": 0.0796, "step": 40 }, { "epoch": 0.7692307692307693, "grad_norm": 0.22348184883594513, "learning_rate": 0.00016153846153846155, "loss": 0.1687, "step": 50 }, { "epoch": 0.9230769230769231, "grad_norm": 3.719517946243286, "learning_rate": 0.00015384615384615385, "loss": 0.1127, "step": 60 }, { "epoch": 1.0769230769230769, "grad_norm": 2.156062126159668, "learning_rate": 0.00014615384615384615, "loss": 0.1401, "step": 70 }, { "epoch": 1.2307692307692308, "grad_norm": 0.07734036445617676, "learning_rate": 0.00013846153846153847, "loss": 0.0527, "step": 80 }, { "epoch": 1.3846153846153846, "grad_norm": 4.83242654800415, "learning_rate": 0.00013076923076923077, "loss": 0.1359, "step": 90 }, { "epoch": 1.5384615384615383, "grad_norm": 0.7723510265350342, "learning_rate": 0.0001230769230769231, "loss": 0.1215, "step": 100 }, { "epoch": 1.5384615384615383, "eval_accuracy": 0.8947368421052632, "eval_loss": 0.3576835095882416, "eval_runtime": 1.3193, "eval_samples_per_second": 100.808, "eval_steps_per_second": 12.885, "step": 100 }, { "epoch": 1.6923076923076923, "grad_norm": 4.168729782104492, "learning_rate": 0.00011538461538461538, "loss": 0.0503, "step": 110 }, { "epoch": 1.8461538461538463, "grad_norm": 0.2171250730752945, "learning_rate": 0.0001076923076923077, "loss": 0.0763, "step": 120 }, { "epoch": 2.0, "grad_norm": 0.038626134395599365, "learning_rate": 0.0001, "loss": 0.0209, "step": 130 }, { "epoch": 2.1538461538461537, "grad_norm": 0.0440148189663887, "learning_rate": 9.230769230769232e-05, "loss": 0.0375, "step": 140 }, { "epoch": 2.3076923076923075, "grad_norm": 0.04279002547264099, "learning_rate": 8.461538461538461e-05, "loss": 0.0177, "step": 150 }, { "epoch": 2.4615384615384617, "grad_norm": 0.03838762640953064, "learning_rate": 7.692307692307693e-05, "loss": 0.0071, "step": 160 }, { "epoch": 2.6153846153846154, "grad_norm": 0.5887946486473083, "learning_rate": 6.923076923076924e-05, "loss": 0.0074, "step": 170 }, { "epoch": 2.769230769230769, "grad_norm": 0.03220641613006592, "learning_rate": 6.153846153846155e-05, "loss": 0.0289, "step": 180 }, { "epoch": 2.9230769230769234, "grad_norm": 0.028111182153224945, "learning_rate": 5.384615384615385e-05, "loss": 0.0058, "step": 190 }, { "epoch": 3.076923076923077, "grad_norm": 0.027165815234184265, "learning_rate": 4.615384615384616e-05, "loss": 0.0054, "step": 200 }, { "epoch": 3.076923076923077, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.0904286727309227, "eval_runtime": 1.2113, "eval_samples_per_second": 109.8, "eval_steps_per_second": 14.035, "step": 200 }, { "epoch": 3.230769230769231, "grad_norm": 0.025491109117865562, "learning_rate": 3.846153846153846e-05, "loss": 0.0071, "step": 210 }, { "epoch": 3.3846153846153846, "grad_norm": 0.024319438263773918, "learning_rate": 3.0769230769230774e-05, "loss": 0.0051, "step": 220 }, { "epoch": 3.5384615384615383, "grad_norm": 1.6020926237106323, "learning_rate": 2.307692307692308e-05, "loss": 0.0076, "step": 230 }, { "epoch": 3.6923076923076925, "grad_norm": 0.0251007042825222, "learning_rate": 1.5384615384615387e-05, "loss": 0.0046, "step": 240 }, { "epoch": 3.8461538461538463, "grad_norm": 0.0962502732872963, "learning_rate": 7.692307692307694e-06, "loss": 0.0048, "step": 250 }, { "epoch": 4.0, "grad_norm": 0.02344471961259842, "learning_rate": 0.0, "loss": 0.0047, "step": 260 }, { "epoch": 4.0, "step": 260, "total_flos": 3.205097416476426e+17, "train_loss": 0.045078390449858625, "train_runtime": 131.1007, "train_samples_per_second": 31.548, "train_steps_per_second": 1.983 } ], "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": false }, "attributes": {} } }, "total_flos": 3.205097416476426e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }