File size: 3,633 Bytes
fca6efd |
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": 0.9248,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0686/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": 35.76716613769531,
"learning_rate": 8.559608050575152e-05,
"loss": 0.7984,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8317333333333333,
"eval_loss": 0.532991349697113,
"eval_runtime": 12.2964,
"eval_samples_per_second": 304.967,
"eval_steps_per_second": 4.798,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 33.66744613647461,
"learning_rate": 7.31517728663805e-05,
"loss": 0.3109,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8664,
"eval_loss": 0.44075509905815125,
"eval_runtime": 12.2012,
"eval_samples_per_second": 307.346,
"eval_steps_per_second": 4.836,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 9.826061248779297,
"learning_rate": 5.5131661351986275e-05,
"loss": 0.1637,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8768,
"eval_loss": 0.4209848642349243,
"eval_runtime": 12.2213,
"eval_samples_per_second": 306.841,
"eval_steps_per_second": 4.828,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 3.1940951347351074,
"learning_rate": 3.5104850050159014e-05,
"loss": 0.0883,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9,
"eval_loss": 0.373271644115448,
"eval_runtime": 12.2563,
"eval_samples_per_second": 305.966,
"eval_steps_per_second": 4.814,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.07668835669755936,
"learning_rate": 1.703789455194791e-05,
"loss": 0.0365,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9178666666666667,
"eval_loss": 0.3285280168056488,
"eval_runtime": 12.2721,
"eval_samples_per_second": 305.571,
"eval_steps_per_second": 4.808,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 1.65816068649292,
"learning_rate": 4.509176970441849e-06,
"loss": 0.0102,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9218666666666666,
"eval_loss": 0.31317636370658875,
"eval_runtime": 12.2158,
"eval_samples_per_second": 306.979,
"eval_steps_per_second": 4.83,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.008597261272370815,
"learning_rate": 1.6347729569543557e-10,
"loss": 0.0024,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9248,
"eval_loss": 0.2954985797405243,
"eval_runtime": 12.4327,
"eval_samples_per_second": 301.624,
"eval_steps_per_second": 4.746,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|