File size: 2,788 Bytes
d0e6ae4 |
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": 0.8717333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0649/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": 79.84327697753906,
"learning_rate": 5.6e-05,
"loss": 3.3392,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6618666666666667,
"eval_loss": 2.021726131439209,
"eval_runtime": 9.6239,
"eval_samples_per_second": 389.657,
"eval_steps_per_second": 6.131,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 63.79200744628906,
"learning_rate": 4.2e-05,
"loss": 1.0581,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8373333333333334,
"eval_loss": 0.6312043070793152,
"eval_runtime": 9.1493,
"eval_samples_per_second": 409.866,
"eval_steps_per_second": 6.449,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 63.71295928955078,
"learning_rate": 2.8e-05,
"loss": 0.5658,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8584,
"eval_loss": 0.500495970249176,
"eval_runtime": 9.0639,
"eval_samples_per_second": 413.73,
"eval_steps_per_second": 6.509,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 222.4241485595703,
"learning_rate": 1.4e-05,
"loss": 0.4358,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8690666666666667,
"eval_loss": 0.444312185049057,
"eval_runtime": 8.9802,
"eval_samples_per_second": 417.587,
"eval_steps_per_second": 6.57,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 154.5330352783203,
"learning_rate": 0.0,
"loss": 0.3845,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8717333333333334,
"eval_loss": 0.4392085373401642,
"eval_runtime": 8.8742,
"eval_samples_per_second": 422.575,
"eval_steps_per_second": 6.649,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|