File size: 3,175 Bytes
899ce9a |
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": 0.8549333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0116/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": 44.548248291015625,
"learning_rate": 9e-05,
"loss": 0.8992,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8338666666666666,
"eval_loss": 0.5619867444038391,
"eval_runtime": 6.4734,
"eval_samples_per_second": 579.295,
"eval_steps_per_second": 9.114,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 82.8205337524414,
"learning_rate": 9e-05,
"loss": 0.3762,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8346666666666667,
"eval_loss": 0.5616526007652283,
"eval_runtime": 6.5503,
"eval_samples_per_second": 572.493,
"eval_steps_per_second": 9.007,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 3.6574699878692627,
"learning_rate": 9e-05,
"loss": 0.2428,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8282666666666667,
"eval_loss": 0.5956273674964905,
"eval_runtime": 6.659,
"eval_samples_per_second": 563.148,
"eval_steps_per_second": 8.86,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 10.001331329345703,
"learning_rate": 9e-05,
"loss": 0.1786,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8354666666666667,
"eval_loss": 0.673226535320282,
"eval_runtime": 6.8732,
"eval_samples_per_second": 545.595,
"eval_steps_per_second": 8.584,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 1.8949676752090454,
"learning_rate": 9e-05,
"loss": 0.1542,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8472,
"eval_loss": 0.5969272255897522,
"eval_runtime": 6.1971,
"eval_samples_per_second": 605.121,
"eval_steps_per_second": 9.521,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.10336077213287354,
"learning_rate": 9e-05,
"loss": 0.1352,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8549333333333333,
"eval_loss": 0.5846278667449951,
"eval_runtime": 6.3262,
"eval_samples_per_second": 592.771,
"eval_steps_per_second": 9.326,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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
}
|