File size: 3,514 Bytes
5f3db3a |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.8546666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0417/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 5.150488376617432,
"learning_rate": 9e-05,
"loss": 1.6985,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7733333333333333,
"eval_loss": 0.7734269499778748,
"eval_runtime": 7.1987,
"eval_samples_per_second": 520.925,
"eval_steps_per_second": 8.196,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 6.325972557067871,
"learning_rate": 9e-05,
"loss": 0.5551,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.828,
"eval_loss": 0.5653694868087769,
"eval_runtime": 7.1062,
"eval_samples_per_second": 527.712,
"eval_steps_per_second": 8.303,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.44498303532600403,
"learning_rate": 9e-05,
"loss": 0.3363,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8304,
"eval_loss": 0.5600535273551941,
"eval_runtime": 7.0503,
"eval_samples_per_second": 531.889,
"eval_steps_per_second": 8.368,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.866662323474884,
"learning_rate": 9e-05,
"loss": 0.2304,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8304,
"eval_loss": 0.5546911358833313,
"eval_runtime": 7.0204,
"eval_samples_per_second": 534.161,
"eval_steps_per_second": 8.404,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.751897931098938,
"learning_rate": 9e-05,
"loss": 0.1634,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.848,
"eval_loss": 0.5269986391067505,
"eval_runtime": 7.3204,
"eval_samples_per_second": 512.264,
"eval_steps_per_second": 8.06,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 4.1735734939575195,
"learning_rate": 9e-05,
"loss": 0.118,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8536,
"eval_loss": 0.5131481885910034,
"eval_runtime": 7.6874,
"eval_samples_per_second": 487.811,
"eval_steps_per_second": 7.675,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.03226286917924881,
"learning_rate": 9e-05,
"loss": 0.0962,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8546666666666667,
"eval_loss": 0.5516376495361328,
"eval_runtime": 7.0856,
"eval_samples_per_second": 529.245,
"eval_steps_per_second": 8.327,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|