File size: 3,630 Bytes
4ce3361 |
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": 0.8562666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0095/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": 234.65670776367188,
"learning_rate": 4.752422169756048e-05,
"loss": 3.6027,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5885333333333334,
"eval_loss": 2.9084270000457764,
"eval_runtime": 14.1215,
"eval_samples_per_second": 265.553,
"eval_steps_per_second": 4.178,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 56.211448669433594,
"learning_rate": 4.058724504646834e-05,
"loss": 1.6145,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7776,
"eval_loss": 0.8594679832458496,
"eval_runtime": 13.9588,
"eval_samples_per_second": 268.647,
"eval_steps_per_second": 4.227,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 102.34169006347656,
"learning_rate": 3.056302334890786e-05,
"loss": 0.71,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8288,
"eval_loss": 0.5973041653633118,
"eval_runtime": 14.6072,
"eval_samples_per_second": 256.723,
"eval_steps_per_second": 4.039,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 158.91070556640625,
"learning_rate": 1.9436976651092144e-05,
"loss": 0.5227,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8421333333333333,
"eval_loss": 0.5301016569137573,
"eval_runtime": 14.0856,
"eval_samples_per_second": 266.228,
"eval_steps_per_second": 4.189,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 127.1190185546875,
"learning_rate": 9.412754953531663e-06,
"loss": 0.4359,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8528,
"eval_loss": 0.4951532483100891,
"eval_runtime": 14.1026,
"eval_samples_per_second": 265.909,
"eval_steps_per_second": 4.184,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 121.82305908203125,
"learning_rate": 2.475778302439524e-06,
"loss": 0.3916,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8496,
"eval_loss": 0.4894227981567383,
"eval_runtime": 13.9837,
"eval_samples_per_second": 268.17,
"eval_steps_per_second": 4.219,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 109.89532470703125,
"learning_rate": 0.0,
"loss": 0.3755,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8562666666666666,
"eval_loss": 0.48643195629119873,
"eval_runtime": 14.1017,
"eval_samples_per_second": 265.926,
"eval_steps_per_second": 4.184,
"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
}
|