File size: 2,815 Bytes
22b4cb6 |
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": 0.5256,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0295/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": 0.0004525311529382417,
"loss": 3.1959,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.2328,
"eval_loss": 2.818861484527588,
"eval_runtime": 8.534,
"eval_samples_per_second": 439.418,
"eval_steps_per_second": 6.914,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 0.0003281509432839476,
"loss": 2.5496,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.3506666666666667,
"eval_loss": 2.3703014850616455,
"eval_runtime": 7.304,
"eval_samples_per_second": 513.415,
"eval_steps_per_second": 8.078,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": Infinity,
"learning_rate": 0.00017409285223383064,
"loss": 2.0564,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.44106666666666666,
"eval_loss": 2.0055935382843018,
"eval_runtime": 6.7714,
"eval_samples_per_second": 553.803,
"eval_steps_per_second": 8.713,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 10.817794799804688,
"learning_rate": 4.8580780844727946e-05,
"loss": 1.5623,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.5122666666666666,
"eval_loss": 1.7581971883773804,
"eval_runtime": 6.7943,
"eval_samples_per_second": 551.93,
"eval_steps_per_second": 8.684,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 12.637611389160156,
"learning_rate": 4.00518547519213e-09,
"loss": 1.1812,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.5256,
"eval_loss": 1.7024067640304565,
"eval_runtime": 6.9761,
"eval_samples_per_second": 537.549,
"eval_steps_per_second": 8.457,
"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": 8.2370660311296e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|