File size: 3,243 Bytes
dbc00f9 |
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": 0.8776,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0034/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": Infinity,
"learning_rate": 2.572715572715573e-05,
"loss": 2.2903,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7517333333333334,
"eval_loss": 1.136171579360962,
"eval_runtime": 5.4126,
"eval_samples_per_second": 692.828,
"eval_steps_per_second": 10.9,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 2.1454311454311453e-05,
"loss": 0.7502,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8338666666666666,
"eval_loss": 0.649784505367279,
"eval_runtime": 5.4034,
"eval_samples_per_second": 694.006,
"eval_steps_per_second": 10.919,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 52.21488952636719,
"learning_rate": 1.716859716859717e-05,
"loss": 0.3898,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8562666666666666,
"eval_loss": 0.509010374546051,
"eval_runtime": 5.6072,
"eval_samples_per_second": 668.778,
"eval_steps_per_second": 10.522,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 22.8929500579834,
"learning_rate": 1.2882882882882882e-05,
"loss": 0.2218,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8674666666666667,
"eval_loss": 0.4695739448070526,
"eval_runtime": 5.6584,
"eval_samples_per_second": 662.729,
"eval_steps_per_second": 10.427,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 16.552932739257812,
"learning_rate": 8.597168597168598e-06,
"loss": 0.1284,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8717333333333334,
"eval_loss": 0.4414493441581726,
"eval_runtime": 5.4157,
"eval_samples_per_second": 692.43,
"eval_steps_per_second": 10.894,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 13.319192886352539,
"learning_rate": 4.311454311454311e-06,
"loss": 0.0723,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8776,
"eval_loss": 0.43350300192832947,
"eval_runtime": 5.644,
"eval_samples_per_second": 664.425,
"eval_steps_per_second": 10.454,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|