| { | |
| "best_metric": 0.9660714285714286, | |
| "best_model_checkpoint": "vit-large-patch16-224-in21k-dungeon-geo-morphs-0-4-30Nov24-002/checkpoint-70", | |
| "epoch": 31.90909090909091, | |
| "eval_steps": 10, | |
| "global_step": 80, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 3.909090909090909, | |
| "grad_norm": 14.049148559570312, | |
| "learning_rate": 9.861111111111112e-06, | |
| "loss": 1.517, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 3.909090909090909, | |
| "eval_accuracy": 0.6767857142857143, | |
| "eval_loss": 1.3385733366012573, | |
| "eval_runtime": 7.4822, | |
| "eval_samples_per_second": 74.845, | |
| "eval_steps_per_second": 9.356, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 7.909090909090909, | |
| "grad_norm": 12.874731063842773, | |
| "learning_rate": 8.472222222222223e-06, | |
| "loss": 0.8959, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 7.909090909090909, | |
| "eval_accuracy": 0.9089285714285714, | |
| "eval_loss": 0.887944221496582, | |
| "eval_runtime": 7.8695, | |
| "eval_samples_per_second": 71.161, | |
| "eval_steps_per_second": 8.895, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 11.909090909090908, | |
| "grad_norm": 7.380621433258057, | |
| "learning_rate": 7.083333333333335e-06, | |
| "loss": 0.4053, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 11.909090909090908, | |
| "eval_accuracy": 0.9375, | |
| "eval_loss": 0.5938794612884521, | |
| "eval_runtime": 7.8248, | |
| "eval_samples_per_second": 71.567, | |
| "eval_steps_per_second": 8.946, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 15.909090909090908, | |
| "grad_norm": 4.831039905548096, | |
| "learning_rate": 5.694444444444445e-06, | |
| "loss": 0.173, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 15.909090909090908, | |
| "eval_accuracy": 0.95, | |
| "eval_loss": 0.4381349980831146, | |
| "eval_runtime": 7.4435, | |
| "eval_samples_per_second": 75.234, | |
| "eval_steps_per_second": 9.404, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 19.90909090909091, | |
| "grad_norm": 2.24302339553833, | |
| "learning_rate": 4.305555555555556e-06, | |
| "loss": 0.0766, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 19.90909090909091, | |
| "eval_accuracy": 0.9589285714285715, | |
| "eval_loss": 0.33938032388687134, | |
| "eval_runtime": 8.1587, | |
| "eval_samples_per_second": 68.638, | |
| "eval_steps_per_second": 8.58, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 23.90909090909091, | |
| "grad_norm": 1.3549830913543701, | |
| "learning_rate": 2.916666666666667e-06, | |
| "loss": 0.0395, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 23.90909090909091, | |
| "eval_accuracy": 0.9642857142857143, | |
| "eval_loss": 0.28536272048950195, | |
| "eval_runtime": 7.0653, | |
| "eval_samples_per_second": 79.261, | |
| "eval_steps_per_second": 9.908, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 27.90909090909091, | |
| "grad_norm": 0.6997795104980469, | |
| "learning_rate": 1.527777777777778e-06, | |
| "loss": 0.0243, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 27.90909090909091, | |
| "eval_accuracy": 0.9660714285714286, | |
| "eval_loss": 0.2581222951412201, | |
| "eval_runtime": 7.9504, | |
| "eval_samples_per_second": 70.437, | |
| "eval_steps_per_second": 8.805, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 31.90909090909091, | |
| "grad_norm": 0.569978654384613, | |
| "learning_rate": 1.3888888888888888e-07, | |
| "loss": 0.0186, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 31.90909090909091, | |
| "eval_accuracy": 0.9660714285714286, | |
| "eval_loss": 0.24860888719558716, | |
| "eval_runtime": 8.1493, | |
| "eval_samples_per_second": 68.717, | |
| "eval_steps_per_second": 8.59, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 31.90909090909091, | |
| "step": 80, | |
| "total_flos": 7.012786101918106e+17, | |
| "train_loss": 0.39377664029598236, | |
| "train_runtime": 678.5627, | |
| "train_samples_per_second": 4.834, | |
| "train_steps_per_second": 0.118 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 80, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 40, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.012786101918106e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |