File size: 3,234 Bytes
7bc56a6 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 |
{
"best_metric": 0.47386666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0973/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"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": 0.00046670262931309826,
"loss": 3.3302,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.2224,
"eval_loss": 2.8867478370666504,
"eval_runtime": 6.3371,
"eval_samples_per_second": 591.756,
"eval_steps_per_second": 9.31,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 9.934107780456543,
"learning_rate": 0.00037534027314690147,
"loss": 2.7691,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2928,
"eval_loss": 2.573863983154297,
"eval_runtime": 6.3381,
"eval_samples_per_second": 591.656,
"eval_steps_per_second": 9.309,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": Infinity,
"learning_rate": 0.00025078618305193415,
"loss": 2.378,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.3762666666666667,
"eval_loss": 2.2550244331359863,
"eval_runtime": 6.569,
"eval_samples_per_second": 570.862,
"eval_steps_per_second": 8.982,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": Infinity,
"learning_rate": 0.00012602267032890265,
"loss": 2.0057,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.4226666666666667,
"eval_loss": 2.0374138355255127,
"eval_runtime": 6.3187,
"eval_samples_per_second": 593.48,
"eval_steps_per_second": 9.337,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 18.309032440185547,
"learning_rate": 3.408569387468488e-05,
"loss": 1.5928,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.4613333333333333,
"eval_loss": 1.9133983850479126,
"eval_runtime": 6.4565,
"eval_samples_per_second": 580.808,
"eval_steps_per_second": 9.138,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 24.353790283203125,
"learning_rate": 2.7813810714871766e-09,
"loss": 1.2541,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.47386666666666666,
"eval_loss": 1.8904255628585815,
"eval_runtime": 6.6552,
"eval_samples_per_second": 563.469,
"eval_steps_per_second": 8.865,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|