File size: 3,640 Bytes
05a4882 | 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": 0.8752,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0554/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": 130.5053253173828,
"learning_rate": 4.849231551964771e-05,
"loss": 3.6033,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5714666666666667,
"eval_loss": 2.815537452697754,
"eval_runtime": 8.1243,
"eval_samples_per_second": 461.576,
"eval_steps_per_second": 7.262,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 138.881103515625,
"learning_rate": 4.415111107797445e-05,
"loss": 1.5501,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7858666666666667,
"eval_loss": 0.8150323033332825,
"eval_runtime": 7.4748,
"eval_samples_per_second": 501.683,
"eval_steps_per_second": 7.893,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 123.15934753417969,
"learning_rate": 3.7500000000000003e-05,
"loss": 0.6966,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8392,
"eval_loss": 0.5543141961097717,
"eval_runtime": 7.6815,
"eval_samples_per_second": 488.185,
"eval_steps_per_second": 7.681,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 295.48095703125,
"learning_rate": 2.9341204441673266e-05,
"loss": 0.5089,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8573333333333333,
"eval_loss": 0.48516231775283813,
"eval_runtime": 8.0029,
"eval_samples_per_second": 468.581,
"eval_steps_per_second": 7.372,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 99.43540954589844,
"learning_rate": 2.0658795558326743e-05,
"loss": 0.4075,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8656,
"eval_loss": 0.4392818212509155,
"eval_runtime": 7.8771,
"eval_samples_per_second": 476.063,
"eval_steps_per_second": 7.49,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 213.40008544921875,
"learning_rate": 1.2500000000000006e-05,
"loss": 0.3548,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8693333333333333,
"eval_loss": 0.42601078748703003,
"eval_runtime": 7.5081,
"eval_samples_per_second": 499.458,
"eval_steps_per_second": 7.858,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 176.50839233398438,
"learning_rate": 5.848888922025553e-06,
"loss": 0.3255,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8752,
"eval_loss": 0.4141671359539032,
"eval_runtime": 7.4433,
"eval_samples_per_second": 503.81,
"eval_steps_per_second": 7.927,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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
}
|