File size: 2,758 Bytes
20517e0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 |
{
"best_metric": 0.8586666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0768/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": Infinity,
"learning_rate": 7e-05,
"loss": 2.5129,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.688,
"eval_loss": 1.1459729671478271,
"eval_runtime": 6.6715,
"eval_samples_per_second": 562.093,
"eval_steps_per_second": 8.844,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 7e-05,
"loss": 0.7108,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8154666666666667,
"eval_loss": 0.6087062358856201,
"eval_runtime": 6.2805,
"eval_samples_per_second": 597.085,
"eval_steps_per_second": 9.394,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 53.71958541870117,
"learning_rate": 7e-05,
"loss": 0.3206,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8384,
"eval_loss": 0.5205715894699097,
"eval_runtime": 6.2809,
"eval_samples_per_second": 597.044,
"eval_steps_per_second": 9.393,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 1.0298184156417847,
"learning_rate": 7e-05,
"loss": 0.1681,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8493333333333334,
"eval_loss": 0.5167450308799744,
"eval_runtime": 6.2806,
"eval_samples_per_second": 597.079,
"eval_steps_per_second": 9.394,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 10.047686576843262,
"learning_rate": 7e-05,
"loss": 0.0988,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.5013293623924255,
"eval_runtime": 6.3965,
"eval_samples_per_second": 586.256,
"eval_steps_per_second": 9.224,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|