| { | |
| "best_metric": 0.9, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0086/checkpoints/checkpoint-2997", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 2997, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 17.78867530822754, | |
| "learning_rate": 8.731834188804772e-05, | |
| "loss": 0.8802, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8189333333333333, | |
| "eval_loss": 0.5798799395561218, | |
| "eval_runtime": 10.8993, | |
| "eval_samples_per_second": 344.06, | |
| "eval_steps_per_second": 5.413, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 3.3221278190612793, | |
| "learning_rate": 7.953256608588366e-05, | |
| "loss": 0.3227, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8293333333333334, | |
| "eval_loss": 0.5555654168128967, | |
| "eval_runtime": 10.6686, | |
| "eval_samples_per_second": 351.5, | |
| "eval_steps_per_second": 5.53, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.11046082526445389, | |
| "learning_rate": 6.758165316736547e-05, | |
| "loss": 0.176, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8458666666666667, | |
| "eval_loss": 0.5522292852401733, | |
| "eval_runtime": 11.6414, | |
| "eval_samples_per_second": 322.125, | |
| "eval_steps_per_second": 5.068, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.043449465185403824, | |
| "learning_rate": 5.2907059607156464e-05, | |
| "loss": 0.0986, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8584, | |
| "eval_loss": 0.5313470959663391, | |
| "eval_runtime": 10.8368, | |
| "eval_samples_per_second": 346.042, | |
| "eval_steps_per_second": 5.444, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.003326371544972062, | |
| "learning_rate": 3.727875796255304e-05, | |
| "loss": 0.0482, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8778666666666667, | |
| "eval_loss": 0.5179239511489868, | |
| "eval_runtime": 10.8037, | |
| "eval_samples_per_second": 347.103, | |
| "eval_steps_per_second": 5.461, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.002493133768439293, | |
| "learning_rate": 2.258175206106183e-05, | |
| "loss": 0.0194, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8882666666666666, | |
| "eval_loss": 0.4742130935192108, | |
| "eval_runtime": 10.7475, | |
| "eval_samples_per_second": 348.918, | |
| "eval_steps_per_second": 5.49, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 0.0005630390369333327, | |
| "learning_rate": 1.0588717719108745e-05, | |
| "loss": 0.0046, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8949333333333334, | |
| "eval_loss": 0.46587762236595154, | |
| "eval_runtime": 10.7204, | |
| "eval_samples_per_second": 349.801, | |
| "eval_steps_per_second": 5.504, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 6.117782322689891e-05, | |
| "learning_rate": 2.7461918766693875e-06, | |
| "loss": 0.0015, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8989333333333334, | |
| "eval_loss": 0.4493691325187683, | |
| "eval_runtime": 10.6214, | |
| "eval_samples_per_second": 353.061, | |
| "eval_steps_per_second": 5.555, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.004379989113658667, | |
| "learning_rate": 9.889369636195689e-11, | |
| "loss": 0.0006, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9, | |
| "eval_loss": 0.4380263686180115, | |
| "eval_runtime": 10.6863, | |
| "eval_samples_per_second": 350.918, | |
| "eval_steps_per_second": 5.521, | |
| "step": 2997 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.482671885603328e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |