File size: 3,561 Bytes
d3c02b5 | 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": 0.8610666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/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": 103.5033950805664,
"learning_rate": 3e-05,
"loss": 3.8496,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.34186666666666665,
"eval_loss": 3.7317306995391846,
"eval_runtime": 16.9402,
"eval_samples_per_second": 221.367,
"eval_steps_per_second": 3.483,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 251.27978515625,
"learning_rate": 3e-05,
"loss": 3.179,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5653333333333334,
"eval_loss": 2.4721686840057373,
"eval_runtime": 15.3718,
"eval_samples_per_second": 243.953,
"eval_steps_per_second": 3.838,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 568.33251953125,
"learning_rate": 3e-05,
"loss": 1.7867,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7152,
"eval_loss": 1.2433525323867798,
"eval_runtime": 15.5044,
"eval_samples_per_second": 241.867,
"eval_steps_per_second": 3.805,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 153.26876831054688,
"learning_rate": 3e-05,
"loss": 1.0164,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7978666666666666,
"eval_loss": 0.7743657827377319,
"eval_runtime": 15.468,
"eval_samples_per_second": 242.436,
"eval_steps_per_second": 3.814,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 130.37396240234375,
"learning_rate": 3e-05,
"loss": 0.7177,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8258666666666666,
"eval_loss": 0.62257981300354,
"eval_runtime": 15.5788,
"eval_samples_per_second": 240.711,
"eval_steps_per_second": 3.787,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 231.7349853515625,
"learning_rate": 3e-05,
"loss": 0.5861,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8405333333333334,
"eval_loss": 0.5308362245559692,
"eval_runtime": 15.424,
"eval_samples_per_second": 243.127,
"eval_steps_per_second": 3.825,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 112.73117065429688,
"learning_rate": 3e-05,
"loss": 0.4973,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8610666666666666,
"eval_loss": 0.46945494413375854,
"eval_runtime": 15.5252,
"eval_samples_per_second": 241.543,
"eval_steps_per_second": 3.8,
"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": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|