File size: 3,646 Bytes
bcdb8b8 |
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": 0.9093333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0118/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": 122.72655487060547,
"learning_rate": 0.000288581929876693,
"loss": 1.5175,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8477333333333333,
"eval_loss": 0.4902642071247101,
"eval_runtime": 7.2741,
"eval_samples_per_second": 515.529,
"eval_steps_per_second": 8.111,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 65.93448638916016,
"learning_rate": 0.00025606601717798207,
"loss": 0.3929,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8864,
"eval_loss": 0.37221813201904297,
"eval_runtime": 7.2358,
"eval_samples_per_second": 518.258,
"eval_steps_per_second": 8.154,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 45.907806396484375,
"learning_rate": 0.00020740251485476345,
"loss": 0.2102,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8861333333333333,
"eval_loss": 0.38064950704574585,
"eval_runtime": 6.9863,
"eval_samples_per_second": 536.762,
"eval_steps_per_second": 8.445,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 38.10350799560547,
"learning_rate": 0.00015,
"loss": 0.1092,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9018666666666667,
"eval_loss": 0.35700762271881104,
"eval_runtime": 12.1254,
"eval_samples_per_second": 309.269,
"eval_steps_per_second": 4.866,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 30.93914031982422,
"learning_rate": 9.259748514523653e-05,
"loss": 0.0493,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9016,
"eval_loss": 0.38038620352745056,
"eval_runtime": 6.9837,
"eval_samples_per_second": 536.968,
"eval_steps_per_second": 8.448,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 68.55017852783203,
"learning_rate": 4.3933982822017876e-05,
"loss": 0.0264,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9064,
"eval_loss": 0.38314858078956604,
"eval_runtime": 7.0279,
"eval_samples_per_second": 533.589,
"eval_steps_per_second": 8.395,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 72.02960968017578,
"learning_rate": 1.1418070123306989e-05,
"loss": 0.0194,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9093333333333333,
"eval_loss": 0.3754997253417969,
"eval_runtime": 7.4519,
"eval_samples_per_second": 503.228,
"eval_steps_per_second": 7.917,
"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
}
|