File size: 3,165 Bytes
adbfd38 |
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 |
{
"best_metric": 0.8957333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0485/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.4616088271141052,
"learning_rate": 3e-05,
"loss": 0.8195,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.864,
"eval_loss": 0.4478054642677307,
"eval_runtime": 13.7084,
"eval_samples_per_second": 273.555,
"eval_steps_per_second": 4.304,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 6.6153883934021,
"learning_rate": 3e-05,
"loss": 0.237,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8805333333333333,
"eval_loss": 0.3868529498577118,
"eval_runtime": 13.682,
"eval_samples_per_second": 274.083,
"eval_steps_per_second": 4.312,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 3.4722542762756348,
"learning_rate": 3e-05,
"loss": 0.1268,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8848,
"eval_loss": 0.399885892868042,
"eval_runtime": 13.2708,
"eval_samples_per_second": 282.576,
"eval_steps_per_second": 4.446,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 2.655796766281128,
"learning_rate": 3e-05,
"loss": 0.076,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8946666666666667,
"eval_loss": 0.4034435451030731,
"eval_runtime": 13.3645,
"eval_samples_per_second": 280.595,
"eval_steps_per_second": 4.415,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 210.88026428222656,
"learning_rate": 3e-05,
"loss": 0.0581,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8829333333333333,
"eval_loss": 0.4421282410621643,
"eval_runtime": 13.5165,
"eval_samples_per_second": 277.438,
"eval_steps_per_second": 4.365,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.10696853697299957,
"learning_rate": 3e-05,
"loss": 0.0466,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8957333333333334,
"eval_loss": 0.4307582676410675,
"eval_runtime": 13.1857,
"eval_samples_per_second": 284.399,
"eval_steps_per_second": 4.475,
"step": 1998
}
],
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|