File size: 3,655 Bytes
7cc0b3c |
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": 0.9269333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0974/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": 0.2694445252418518,
"learning_rate": 2.572715572715573e-05,
"loss": 0.8009,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8898666666666667,
"eval_loss": 0.348587304353714,
"eval_runtime": 8.2957,
"eval_samples_per_second": 452.039,
"eval_steps_per_second": 7.112,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 14.025404930114746,
"learning_rate": 2.1441441441441442e-05,
"loss": 0.1982,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9056,
"eval_loss": 0.28767305612564087,
"eval_runtime": 6.8858,
"eval_samples_per_second": 544.596,
"eval_steps_per_second": 8.568,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 2.551675319671631,
"learning_rate": 1.715572715572716e-05,
"loss": 0.0816,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9122666666666667,
"eval_loss": 0.2928467392921448,
"eval_runtime": 7.1647,
"eval_samples_per_second": 523.397,
"eval_steps_per_second": 8.235,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 23.90164566040039,
"learning_rate": 1.287001287001287e-05,
"loss": 0.0377,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9176,
"eval_loss": 0.29722458124160767,
"eval_runtime": 7.0525,
"eval_samples_per_second": 531.729,
"eval_steps_per_second": 8.366,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.1511356681585312,
"learning_rate": 8.584298584298585e-06,
"loss": 0.0137,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9218666666666666,
"eval_loss": 0.2734692692756653,
"eval_runtime": 6.7688,
"eval_samples_per_second": 554.014,
"eval_steps_per_second": 8.716,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0006047762581147254,
"learning_rate": 4.298584298584299e-06,
"loss": 0.0037,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.92,
"eval_loss": 0.2928309440612793,
"eval_runtime": 6.7715,
"eval_samples_per_second": 553.793,
"eval_steps_per_second": 8.713,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.0771004781126976,
"learning_rate": 1.2870012870012871e-08,
"loss": 0.0014,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9269333333333334,
"eval_loss": 0.2835957109928131,
"eval_runtime": 6.9805,
"eval_samples_per_second": 537.21,
"eval_steps_per_second": 8.452,
"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
}
|