| { | |
| "best_metric": 0.031315796077251434, | |
| "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": 1.4313935041427612, | |
| "learning_rate": 0.00019230769230769233, | |
| "loss": 0.8173, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3076923076923077, | |
| "grad_norm": 2.4101505279541016, | |
| "learning_rate": 0.00018461538461538463, | |
| "loss": 0.3143, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.46153846153846156, | |
| "grad_norm": 2.5627517700195312, | |
| "learning_rate": 0.00017692307692307693, | |
| "loss": 0.2993, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.6153846153846154, | |
| "grad_norm": 1.614366054534912, | |
| "learning_rate": 0.00016923076923076923, | |
| "loss": 0.2584, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.7692307692307693, | |
| "grad_norm": 0.40835028886795044, | |
| "learning_rate": 0.00016153846153846155, | |
| "loss": 0.1474, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.9230769230769231, | |
| "grad_norm": 3.403233051300049, | |
| "learning_rate": 0.00015384615384615385, | |
| "loss": 0.2012, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.0769230769230769, | |
| "grad_norm": 0.21098481118679047, | |
| "learning_rate": 0.00014615384615384615, | |
| "loss": 0.1404, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.2307692307692308, | |
| "grad_norm": 3.3641014099121094, | |
| "learning_rate": 0.00013846153846153847, | |
| "loss": 0.1411, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.3846153846153846, | |
| "grad_norm": 0.141947403550148, | |
| "learning_rate": 0.00013076923076923077, | |
| "loss": 0.0396, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "grad_norm": 1.2932701110839844, | |
| "learning_rate": 0.0001230769230769231, | |
| "loss": 0.0664, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.5384615384615383, | |
| "eval_accuracy": 0.9924812030075187, | |
| "eval_loss": 0.03421594202518463, | |
| "eval_runtime": 1.2565, | |
| "eval_samples_per_second": 105.85, | |
| "eval_steps_per_second": 13.53, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.6923076923076923, | |
| "grad_norm": 1.4846528768539429, | |
| "learning_rate": 0.00011538461538461538, | |
| "loss": 0.0618, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.8461538461538463, | |
| "grad_norm": 0.5059632658958435, | |
| "learning_rate": 0.0001076923076923077, | |
| "loss": 0.1365, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 4.463663101196289, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0462, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 2.1538461538461537, | |
| "grad_norm": 0.5683491230010986, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.0472, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.3076923076923075, | |
| "grad_norm": 2.8736608028411865, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.0391, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.4615384615384617, | |
| "grad_norm": 0.09224144369363785, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.0203, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.6153846153846154, | |
| "grad_norm": 0.6061734557151794, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.0184, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.769230769230769, | |
| "grad_norm": 10.278433799743652, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.0649, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.9230769230769234, | |
| "grad_norm": 2.6682260036468506, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.0632, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "grad_norm": 0.05894143134355545, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.0131, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.076923076923077, | |
| "eval_accuracy": 0.9924812030075187, | |
| "eval_loss": 0.031315796077251434, | |
| "eval_runtime": 1.7955, | |
| "eval_samples_per_second": 74.074, | |
| "eval_steps_per_second": 9.468, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.230769230769231, | |
| "grad_norm": 0.0573604553937912, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.0113, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 3.3846153846153846, | |
| "grad_norm": 0.06024244800209999, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 0.0109, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 3.5384615384615383, | |
| "grad_norm": 0.05909183248877525, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 0.0108, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 3.6923076923076925, | |
| "grad_norm": 0.05563810095191002, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.0103, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.8461538461538463, | |
| "grad_norm": 0.07520989328622818, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.0105, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.05178371071815491, | |
| "learning_rate": 0.0, | |
| "loss": 0.0103, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 260, | |
| "total_flos": 3.205097416476426e+17, | |
| "train_loss": 0.11539229828004653, | |
| "train_runtime": 104.1168, | |
| "train_samples_per_second": 39.725, | |
| "train_steps_per_second": 2.497 | |
| } | |
| ], | |
| "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 | |
| } | |