File size: 3,642 Bytes
cf1c5fb |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.9578666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0391/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 8.962423324584961,
"learning_rate": 8.554359905560886e-05,
"loss": 0.5838,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9368,
"eval_loss": 0.2039853036403656,
"eval_runtime": 5.2619,
"eval_samples_per_second": 712.668,
"eval_steps_per_second": 11.213,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.1351693719625473,
"learning_rate": 7.305704108364301e-05,
"loss": 0.0998,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9426666666666667,
"eval_loss": 0.20324566960334778,
"eval_runtime": 5.257,
"eval_samples_per_second": 713.332,
"eval_steps_per_second": 11.223,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.020450051873922348,
"learning_rate": 5.501344202803415e-05,
"loss": 0.0337,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9490666666666666,
"eval_loss": 0.1939111053943634,
"eval_runtime": 5.4153,
"eval_samples_per_second": 692.481,
"eval_steps_per_second": 10.895,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.02479933761060238,
"learning_rate": 3.498655797196586e-05,
"loss": 0.0108,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9544,
"eval_loss": 0.1921376734972,
"eval_runtime": 5.2696,
"eval_samples_per_second": 711.627,
"eval_steps_per_second": 11.196,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.2659974694252014,
"learning_rate": 1.6942958916356995e-05,
"loss": 0.0028,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.956,
"eval_loss": 0.18728932738304138,
"eval_runtime": 5.2087,
"eval_samples_per_second": 719.953,
"eval_steps_per_second": 11.327,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.013920309953391552,
"learning_rate": 4.456400944391144e-06,
"loss": 0.0014,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9576,
"eval_loss": 0.1781616359949112,
"eval_runtime": 5.647,
"eval_samples_per_second": 664.075,
"eval_steps_per_second": 10.448,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 4.086934248526131e-11,
"loss": 0.0011,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9578666666666666,
"eval_loss": 0.17801839113235474,
"eval_runtime": 7.2654,
"eval_samples_per_second": 516.148,
"eval_steps_per_second": 8.121,
"step": 2331
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|