File size: 3,663 Bytes
4d21abd |
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": 0.9464,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0127/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": Infinity,
"learning_rate": 2.9100759384327822e-05,
"loss": 1.1553,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9309333333333333,
"eval_loss": 0.2940164804458618,
"eval_runtime": 7.1293,
"eval_samples_per_second": 525.997,
"eval_steps_per_second": 8.276,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.6072393655776978,
"learning_rate": 2.6500767323004636e-05,
"loss": 0.1665,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9293333333333333,
"eval_loss": 0.23465624451637268,
"eval_runtime": 6.61,
"eval_samples_per_second": 567.32,
"eval_steps_per_second": 8.926,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.16311264038085938,
"learning_rate": 2.25136129892785e-05,
"loss": 0.0672,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9373333333333334,
"eval_loss": 0.21565885841846466,
"eval_runtime": 6.5298,
"eval_samples_per_second": 574.289,
"eval_steps_per_second": 9.035,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.42402276396751404,
"learning_rate": 1.7620206039927677e-05,
"loss": 0.0266,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9426666666666667,
"eval_loss": 0.21543291211128235,
"eval_runtime": 6.2415,
"eval_samples_per_second": 600.814,
"eval_steps_per_second": 9.453,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.10640875995159149,
"learning_rate": 1.241076357203891e-05,
"loss": 0.0104,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9456,
"eval_loss": 0.2163020521402359,
"eval_runtime": 6.3291,
"eval_samples_per_second": 592.499,
"eval_steps_per_second": 9.322,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.029114890843629837,
"learning_rate": 7.513621230422123e-06,
"loss": 0.0055,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9461333333333334,
"eval_loss": 0.21356888115406036,
"eval_runtime": 6.5235,
"eval_samples_per_second": 574.845,
"eval_steps_per_second": 9.044,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.034476835280656815,
"learning_rate": 3.519446655599853e-06,
"loss": 0.0035,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.22093935310840607,
"eval_runtime": 7.3336,
"eval_samples_per_second": 511.347,
"eval_steps_per_second": 8.045,
"step": 2331
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|