File size: 3,272 Bytes
3b5821a | 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 | {
"best_metric": 0.9133333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0783/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 24.04900360107422,
"learning_rate": 0.00042857142857142855,
"loss": 1.1668,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8669333333333333,
"eval_loss": 0.44341301918029785,
"eval_runtime": 13.6772,
"eval_samples_per_second": 274.179,
"eval_steps_per_second": 4.314,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 29.725589752197266,
"learning_rate": 0.00035714285714285714,
"loss": 0.3447,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.88,
"eval_loss": 0.3922005891799927,
"eval_runtime": 13.5525,
"eval_samples_per_second": 276.702,
"eval_steps_per_second": 4.353,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 24.048507690429688,
"learning_rate": 0.0002857142857142857,
"loss": 0.1758,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8896,
"eval_loss": 0.39341527223587036,
"eval_runtime": 14.3562,
"eval_samples_per_second": 261.212,
"eval_steps_per_second": 4.11,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 23.55982208251953,
"learning_rate": 0.00021428571428571427,
"loss": 0.0833,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8973333333333333,
"eval_loss": 0.38748371601104736,
"eval_runtime": 13.3333,
"eval_samples_per_second": 281.25,
"eval_steps_per_second": 4.425,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 30.73633575439453,
"learning_rate": 0.00014285714285714284,
"loss": 0.0487,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9101333333333333,
"eval_loss": 0.3664014935493469,
"eval_runtime": 13.4957,
"eval_samples_per_second": 277.866,
"eval_steps_per_second": 4.372,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 27.952289581298828,
"learning_rate": 7.142857142857142e-05,
"loss": 0.0231,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9133333333333333,
"eval_loss": 0.36764922738075256,
"eval_runtime": 13.2856,
"eval_samples_per_second": 282.261,
"eval_steps_per_second": 4.441,
"step": 1998
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|