File size: 3,278 Bytes
d5170b0 |
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": 0.9232,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0543/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": 6.479282379150391,
"learning_rate": 4.1691691691691694e-05,
"loss": 0.7482,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8770666666666667,
"eval_loss": 0.39863529801368713,
"eval_runtime": 3.9858,
"eval_samples_per_second": 940.85,
"eval_steps_per_second": 14.803,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.24178211390972137,
"learning_rate": 3.335835835835836e-05,
"loss": 0.1559,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8829333333333333,
"eval_loss": 0.4212920367717743,
"eval_runtime": 3.9274,
"eval_samples_per_second": 954.83,
"eval_steps_per_second": 15.023,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.01974336802959442,
"learning_rate": 2.502502502502503e-05,
"loss": 0.053,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8965333333333333,
"eval_loss": 0.39983490109443665,
"eval_runtime": 4.4485,
"eval_samples_per_second": 842.99,
"eval_steps_per_second": 13.263,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 1.3486448526382446,
"learning_rate": 1.6716716716716717e-05,
"loss": 0.0215,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9165333333333333,
"eval_loss": 0.34197115898132324,
"eval_runtime": 3.8904,
"eval_samples_per_second": 963.923,
"eval_steps_per_second": 15.166,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.0017412150045856833,
"learning_rate": 8.383383383383384e-06,
"loss": 0.0036,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9197333333333333,
"eval_loss": 0.32591986656188965,
"eval_runtime": 4.3188,
"eval_samples_per_second": 868.307,
"eval_steps_per_second": 13.661,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0008712104754522443,
"learning_rate": 5.005005005005005e-08,
"loss": 0.0013,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9232,
"eval_loss": 0.31605422496795654,
"eval_runtime": 3.9512,
"eval_samples_per_second": 949.069,
"eval_steps_per_second": 14.932,
"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
}
|