File size: 2,863 Bytes
105e557 |
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 |
{
"best_metric": 0.45253333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0021/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"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": 0.0002720145214591477,
"loss": 3.2552,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.23146666666666665,
"eval_loss": 2.9357705116271973,
"eval_runtime": 10.7473,
"eval_samples_per_second": 348.926,
"eval_steps_per_second": 5.49,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 24.089719772338867,
"learning_rate": 0.00019742791503092223,
"loss": 2.6187,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.2984,
"eval_loss": 2.6154327392578125,
"eval_runtime": 10.5128,
"eval_samples_per_second": 356.706,
"eval_steps_per_second": 5.612,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 40.569705963134766,
"learning_rate": 0.00010472545707642648,
"loss": 2.2778,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.3725333333333333,
"eval_loss": 2.268704652786255,
"eval_runtime": 10.571,
"eval_samples_per_second": 354.744,
"eval_steps_per_second": 5.581,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 27.441381454467773,
"learning_rate": 2.931633569361981e-05,
"loss": 1.9223,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.43946666666666667,
"eval_loss": 2.03391695022583,
"eval_runtime": 10.8694,
"eval_samples_per_second": 345.006,
"eval_steps_per_second": 5.428,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 41.1422004699707,
"learning_rate": 4.272188967840984e-09,
"loss": 1.6105,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.45253333333333334,
"eval_loss": 1.991829514503479,
"eval_runtime": 10.6355,
"eval_samples_per_second": 352.592,
"eval_steps_per_second": 5.547,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|