File size: 2,796 Bytes
1797294 |
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": 0.7024,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0160/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": 262.3330078125,
"learning_rate": 2.7990381056766583e-05,
"loss": 3.8472,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.3656,
"eval_loss": 3.7304606437683105,
"eval_runtime": 15.3684,
"eval_samples_per_second": 244.008,
"eval_steps_per_second": 3.839,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 104.3553466796875,
"learning_rate": 2.25e-05,
"loss": 3.2343,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5176,
"eval_loss": 2.796813488006592,
"eval_runtime": 15.1894,
"eval_samples_per_second": 246.883,
"eval_steps_per_second": 3.884,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 94.42123413085938,
"learning_rate": 1.5e-05,
"loss": 2.1486,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.6309333333333333,
"eval_loss": 1.7061794996261597,
"eval_runtime": 15.2885,
"eval_samples_per_second": 245.282,
"eval_steps_per_second": 3.859,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 162.3461456298828,
"learning_rate": 7.500000000000004e-06,
"loss": 1.5244,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.6792,
"eval_loss": 1.399641513824463,
"eval_runtime": 15.1418,
"eval_samples_per_second": 247.658,
"eval_steps_per_second": 3.896,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 200.46395874023438,
"learning_rate": 2.0096189432334194e-06,
"loss": 1.3291,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.7024,
"eval_loss": 1.2725963592529297,
"eval_runtime": 15.2516,
"eval_samples_per_second": 245.875,
"eval_steps_per_second": 3.868,
"step": 1665
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|