File size: 3,543 Bytes
0aae5b6 |
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": 0.3237333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0961/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": 12.327598571777344,
"learning_rate": 0.0005,
"loss": 3.4295,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.1472,
"eval_loss": 3.2095019817352295,
"eval_runtime": 11.7933,
"eval_samples_per_second": 317.977,
"eval_steps_per_second": 5.003,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 17.269378662109375,
"learning_rate": 0.0005,
"loss": 2.9893,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2016,
"eval_loss": 2.974724292755127,
"eval_runtime": 11.7433,
"eval_samples_per_second": 319.331,
"eval_steps_per_second": 5.024,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 17.853349685668945,
"learning_rate": 0.0005,
"loss": 2.8356,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.24693333333333334,
"eval_loss": 2.8405890464782715,
"eval_runtime": 11.8049,
"eval_samples_per_second": 317.664,
"eval_steps_per_second": 4.998,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 17.851137161254883,
"learning_rate": 0.0005,
"loss": 2.7161,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.2624,
"eval_loss": 2.723008394241333,
"eval_runtime": 11.8731,
"eval_samples_per_second": 315.841,
"eval_steps_per_second": 4.969,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 19.083127975463867,
"learning_rate": 0.0005,
"loss": 2.6503,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.2650666666666667,
"eval_loss": 2.7186875343322754,
"eval_runtime": 11.7752,
"eval_samples_per_second": 318.465,
"eval_steps_per_second": 5.011,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 13.855463027954102,
"learning_rate": 0.0005,
"loss": 2.5577,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.2776,
"eval_loss": 2.6830828189849854,
"eval_runtime": 11.9455,
"eval_samples_per_second": 313.926,
"eval_steps_per_second": 4.939,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 16.65631866455078,
"learning_rate": 0.0005,
"loss": 2.4811,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.3237333333333333,
"eval_loss": 2.4881324768066406,
"eval_runtime": 12.4584,
"eval_samples_per_second": 301.002,
"eval_steps_per_second": 4.736,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|