File size: 4,028 Bytes
4dccfa8 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 |
{
"best_metric": 0.9008,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0727/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 7.442104816436768,
"learning_rate": 6.125e-05,
"loss": 1.5933,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8194666666666667,
"eval_loss": 0.6661399006843567,
"eval_runtime": 5.9329,
"eval_samples_per_second": 632.064,
"eval_steps_per_second": 9.944,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 5.252627627627627e-05,
"loss": 0.4621,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8538666666666667,
"eval_loss": 0.48177170753479004,
"eval_runtime": 5.8917,
"eval_samples_per_second": 636.485,
"eval_steps_per_second": 10.014,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": Infinity,
"learning_rate": 4.3802552552552546e-05,
"loss": 0.2541,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8661333333333333,
"eval_loss": 0.4511376917362213,
"eval_runtime": 5.9348,
"eval_samples_per_second": 631.871,
"eval_steps_per_second": 9.941,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.967535674571991,
"learning_rate": 3.5052552552552544e-05,
"loss": 0.1486,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8805333333333333,
"eval_loss": 0.39778977632522583,
"eval_runtime": 6.1124,
"eval_samples_per_second": 613.51,
"eval_steps_per_second": 9.653,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.1634528934955597,
"learning_rate": 2.630255255255255e-05,
"loss": 0.0868,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8866666666666667,
"eval_loss": 0.3903479278087616,
"eval_runtime": 6.021,
"eval_samples_per_second": 622.815,
"eval_steps_per_second": 9.799,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.28644588589668274,
"learning_rate": 1.7552552552552552e-05,
"loss": 0.0443,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.888,
"eval_loss": 0.4072471857070923,
"eval_runtime": 5.9047,
"eval_samples_per_second": 635.091,
"eval_steps_per_second": 9.992,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.6804221272468567,
"learning_rate": 8.802552552552553e-06,
"loss": 0.0218,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8965333333333333,
"eval_loss": 0.3906264901161194,
"eval_runtime": 5.9079,
"eval_samples_per_second": 634.743,
"eval_steps_per_second": 9.987,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 2.485240936279297,
"learning_rate": 5.255255255255255e-08,
"loss": 0.0104,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9008,
"eval_loss": 0.38071388006210327,
"eval_runtime": 6.4265,
"eval_samples_per_second": 583.519,
"eval_steps_per_second": 9.181,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|