File size: 3,660 Bytes
a44999f |
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": 0.8730666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0888/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": 115.08124542236328,
"learning_rate": 9.619397662556435e-05,
"loss": 2.7413,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7061333333333333,
"eval_loss": 1.030971646308899,
"eval_runtime": 7.5578,
"eval_samples_per_second": 496.173,
"eval_steps_per_second": 7.806,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 45.78676223754883,
"learning_rate": 8.535533905932738e-05,
"loss": 0.7569,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.808,
"eval_loss": 0.6007307767868042,
"eval_runtime": 7.6133,
"eval_samples_per_second": 492.561,
"eval_steps_per_second": 7.75,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 62.99378204345703,
"learning_rate": 6.91341716182545e-05,
"loss": 0.4928,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8413333333333334,
"eval_loss": 0.505699634552002,
"eval_runtime": 7.5145,
"eval_samples_per_second": 499.034,
"eval_steps_per_second": 7.851,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 52.81418228149414,
"learning_rate": 5e-05,
"loss": 0.3573,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8554666666666667,
"eval_loss": 0.4670276641845703,
"eval_runtime": 7.4943,
"eval_samples_per_second": 500.378,
"eval_steps_per_second": 7.873,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 161.98309326171875,
"learning_rate": 3.086582838174551e-05,
"loss": 0.2851,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8597333333333333,
"eval_loss": 0.43038859963417053,
"eval_runtime": 7.6947,
"eval_samples_per_second": 487.348,
"eval_steps_per_second": 7.668,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 47.56634521484375,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.2332,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8658666666666667,
"eval_loss": 0.42409420013427734,
"eval_runtime": 7.6954,
"eval_samples_per_second": 487.305,
"eval_steps_per_second": 7.667,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 124.73308563232422,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.2097,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8730666666666667,
"eval_loss": 0.41754284501075745,
"eval_runtime": 8.1201,
"eval_samples_per_second": 461.818,
"eval_steps_per_second": 7.266,
"step": 2331
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|