File size: 3,261 Bytes
0349426 |
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": 0.9557333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0026/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": 0.5591828227043152,
"learning_rate": 6.531088913245535e-05,
"loss": 0.6827,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9306666666666666,
"eval_loss": 0.23919759690761566,
"eval_runtime": 13.4045,
"eval_samples_per_second": 279.757,
"eval_steps_per_second": 4.402,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.074701689183712,
"learning_rate": 5.2499999999999995e-05,
"loss": 0.1254,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9434666666666667,
"eval_loss": 0.20194858312606812,
"eval_runtime": 12.0839,
"eval_samples_per_second": 310.331,
"eval_steps_per_second": 4.883,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.07495108246803284,
"learning_rate": 3.5e-05,
"loss": 0.0547,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9504,
"eval_loss": 0.1884244680404663,
"eval_runtime": 12.3719,
"eval_samples_per_second": 303.105,
"eval_steps_per_second": 4.769,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.20118044316768646,
"learning_rate": 1.7500000000000005e-05,
"loss": 0.0192,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9498666666666666,
"eval_loss": 0.19109849631786346,
"eval_runtime": 12.2165,
"eval_samples_per_second": 306.962,
"eval_steps_per_second": 4.83,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 3.0648536682128906,
"learning_rate": 4.689110867544645e-06,
"loss": 0.0076,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9522666666666667,
"eval_loss": 0.18687301874160767,
"eval_runtime": 12.4464,
"eval_samples_per_second": 301.292,
"eval_steps_per_second": 4.74,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0575885996222496,
"learning_rate": 0.0,
"loss": 0.0052,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9557333333333333,
"eval_loss": 0.17688922584056854,
"eval_runtime": 12.0941,
"eval_samples_per_second": 310.068,
"eval_steps_per_second": 4.878,
"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
}
|