File size: 4,446 Bytes
be45b4f |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 |
{
"best_metric": 0.43306666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0912/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": Infinity,
"learning_rate": 0.00048527961022201525,
"loss": 3.3977,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.20853333333333332,
"eval_loss": 2.9758739471435547,
"eval_runtime": 13.3572,
"eval_samples_per_second": 280.748,
"eval_steps_per_second": 4.417,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 24.03614044189453,
"learning_rate": 0.0004421832247293072,
"loss": 2.9123,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2528,
"eval_loss": 2.784506320953369,
"eval_runtime": 14.007,
"eval_samples_per_second": 267.723,
"eval_steps_per_second": 4.212,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 25.787612915039062,
"learning_rate": 0.00037590670601192445,
"loss": 2.7092,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.30506666666666665,
"eval_loss": 2.545164108276367,
"eval_runtime": 13.9157,
"eval_samples_per_second": 269.48,
"eval_steps_per_second": 4.24,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 37.62464904785156,
"learning_rate": 0.00029444398036442514,
"loss": 2.5168,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.3264,
"eval_loss": 2.4449145793914795,
"eval_runtime": 13.316,
"eval_samples_per_second": 281.616,
"eval_steps_per_second": 4.431,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 23.430572509765625,
"learning_rate": 0.00020762065476168375,
"loss": 2.3305,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.35813333333333336,
"eval_loss": 2.3044354915618896,
"eval_runtime": 13.404,
"eval_samples_per_second": 279.767,
"eval_steps_per_second": 4.402,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 32.56107711791992,
"learning_rate": 0.00012590890364720656,
"loss": 2.1447,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.3888,
"eval_loss": 2.224315643310547,
"eval_runtime": 12.8477,
"eval_samples_per_second": 291.88,
"eval_steps_per_second": 4.592,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 25.95368766784668,
"learning_rate": 5.9164370142409884e-05,
"loss": 1.9583,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.40746666666666664,
"eval_loss": 2.119793176651001,
"eval_runtime": 13.3082,
"eval_samples_per_second": 281.78,
"eval_steps_per_second": 4.433,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": Infinity,
"learning_rate": 1.5528220942544385e-05,
"loss": 1.7776,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.43173333333333336,
"eval_loss": 2.0774717330932617,
"eval_runtime": 13.4944,
"eval_samples_per_second": 277.894,
"eval_steps_per_second": 4.372,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 20.68040657043457,
"learning_rate": 3.433802298419275e-09,
"loss": 1.6681,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.43306666666666666,
"eval_loss": 2.080409288406372,
"eval_runtime": 13.4648,
"eval_samples_per_second": 278.505,
"eval_steps_per_second": 4.382,
"step": 2997
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.482671885603328e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|