File size: 3,271 Bytes
c74528d |
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": 0.9261333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0016/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": Infinity,
"learning_rate": 8.404170694504206e-05,
"loss": 0.7917,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8402666666666667,
"eval_loss": 0.5202411413192749,
"eval_runtime": 6.1454,
"eval_samples_per_second": 610.209,
"eval_steps_per_second": 9.601,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 30.967853546142578,
"learning_rate": 6.762244255374248e-05,
"loss": 0.2679,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.4702342450618744,
"eval_runtime": 6.0616,
"eval_samples_per_second": 618.654,
"eval_steps_per_second": 9.733,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.01571252942085266,
"learning_rate": 4.5141512949348145e-05,
"loss": 0.1189,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8917333333333334,
"eval_loss": 0.3943725824356079,
"eval_runtime": 5.9147,
"eval_samples_per_second": 634.016,
"eval_steps_per_second": 9.975,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.027963541448116302,
"learning_rate": 2.262266506445742e-05,
"loss": 0.0414,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9090666666666667,
"eval_loss": 0.3207537829875946,
"eval_runtime": 5.9025,
"eval_samples_per_second": 635.323,
"eval_steps_per_second": 9.996,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 10.98110580444336,
"learning_rate": 6.099806004306081e-06,
"loss": 0.0095,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9248,
"eval_loss": 0.29922735691070557,
"eval_runtime": 8.1207,
"eval_samples_per_second": 461.784,
"eval_steps_per_second": 7.265,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.006901698652654886,
"learning_rate": 2.2251071493339937e-10,
"loss": 0.0027,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9261333333333334,
"eval_loss": 0.2802259027957916,
"eval_runtime": 6.1773,
"eval_samples_per_second": 607.064,
"eval_steps_per_second": 9.551,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|