File size: 3,247 Bytes
03e426f |
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": 0.7685333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0436/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": 0.0002800215775878589,
"loss": 3.0374,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.3512,
"eval_loss": 2.3977603912353516,
"eval_runtime": 5.7059,
"eval_samples_per_second": 657.21,
"eval_steps_per_second": 10.34,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": Infinity,
"learning_rate": 0.00022540814184580826,
"loss": 1.8643,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.5754666666666667,
"eval_loss": 1.3894833326339722,
"eval_runtime": 5.9488,
"eval_samples_per_second": 630.378,
"eval_steps_per_second": 9.918,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": Infinity,
"learning_rate": 0.00015070756328895485,
"loss": 0.9853,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7005333333333333,
"eval_loss": 1.0108407735824585,
"eval_runtime": 6.7235,
"eval_samples_per_second": 557.747,
"eval_steps_per_second": 8.775,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.4446276128292084,
"learning_rate": 7.561360219734159e-05,
"loss": 0.4134,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7538666666666667,
"eval_loss": 0.8418761491775513,
"eval_runtime": 5.7055,
"eval_samples_per_second": 657.264,
"eval_steps_per_second": 10.341,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 5.952701568603516,
"learning_rate": 2.0451416324810927e-05,
"loss": 0.1048,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.7645333333333333,
"eval_loss": 0.8070570230484009,
"eval_runtime": 6.2501,
"eval_samples_per_second": 599.987,
"eval_steps_per_second": 9.44,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.39875176548957825,
"learning_rate": 1.668828642892306e-09,
"loss": 0.0259,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.7685333333333333,
"eval_loss": 0.7948288321495056,
"eval_runtime": 6.1181,
"eval_samples_per_second": 612.932,
"eval_steps_per_second": 9.643,
"step": 1998
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|