File size: 3,585 Bytes
9f247e7 |
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": 0.9064,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0632/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": 67.94400787353516,
"learning_rate": 6.125e-05,
"loss": 3.3409,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6709333333333334,
"eval_loss": 1.7803062200546265,
"eval_runtime": 8.8423,
"eval_samples_per_second": 424.098,
"eval_steps_per_second": 6.672,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 74.40616607666016,
"learning_rate": 5.2499999999999995e-05,
"loss": 0.8968,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8546666666666667,
"eval_loss": 0.5411354899406433,
"eval_runtime": 8.2032,
"eval_samples_per_second": 457.141,
"eval_steps_per_second": 7.192,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 212.97666931152344,
"learning_rate": 4.374999999999999e-05,
"loss": 0.4594,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8834666666666666,
"eval_loss": 0.4071122705936432,
"eval_runtime": 8.0797,
"eval_samples_per_second": 464.128,
"eval_steps_per_second": 7.302,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 77.5980224609375,
"learning_rate": 3.5e-05,
"loss": 0.3303,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8952,
"eval_loss": 0.35080018639564514,
"eval_runtime": 8.2229,
"eval_samples_per_second": 456.042,
"eval_steps_per_second": 7.175,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 58.72169876098633,
"learning_rate": 2.6249999999999998e-05,
"loss": 0.251,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.896,
"eval_loss": 0.33999302983283997,
"eval_runtime": 8.4857,
"eval_samples_per_second": 441.92,
"eval_steps_per_second": 6.953,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 353.4154052734375,
"learning_rate": 1.75e-05,
"loss": 0.2079,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9029333333333334,
"eval_loss": 0.32216787338256836,
"eval_runtime": 8.1992,
"eval_samples_per_second": 457.362,
"eval_steps_per_second": 7.196,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 128.898681640625,
"learning_rate": 8.75e-06,
"loss": 0.1912,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9064,
"eval_loss": 0.3101765513420105,
"eval_runtime": 8.6134,
"eval_samples_per_second": 435.366,
"eval_steps_per_second": 6.85,
"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
}
|