File size: 2,775 Bytes
0cb3fbd |
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": 0.8869333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0797/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": 3e-05,
"loss": 0.8751,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8528,
"eval_loss": 0.45537427067756653,
"eval_runtime": 15.4394,
"eval_samples_per_second": 242.886,
"eval_steps_per_second": 3.821,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.02253519557416439,
"learning_rate": 3e-05,
"loss": 0.2679,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8778666666666667,
"eval_loss": 0.3862696886062622,
"eval_runtime": 12.0037,
"eval_samples_per_second": 312.404,
"eval_steps_per_second": 4.915,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 22.40468978881836,
"learning_rate": 3e-05,
"loss": 0.1532,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8808,
"eval_loss": 0.38020411133766174,
"eval_runtime": 11.7454,
"eval_samples_per_second": 319.275,
"eval_steps_per_second": 5.023,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 1.0182288885116577,
"learning_rate": 3e-05,
"loss": 0.0934,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8786666666666667,
"eval_loss": 0.406970351934433,
"eval_runtime": 12.211,
"eval_samples_per_second": 307.101,
"eval_steps_per_second": 4.832,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 25.311420440673828,
"learning_rate": 3e-05,
"loss": 0.0702,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8869333333333334,
"eval_loss": 0.40951529145240784,
"eval_runtime": 11.0371,
"eval_samples_per_second": 339.763,
"eval_steps_per_second": 5.346,
"step": 1665
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|