File size: 2,413 Bytes
0b1b6f9 | 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 | {
"best_metric": 0.8498666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0738/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 103.27342224121094,
"learning_rate": 7.500000000000001e-05,
"loss": 2.7924,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7170666666666666,
"eval_loss": 1.0600813627243042,
"eval_runtime": 7.2439,
"eval_samples_per_second": 517.68,
"eval_steps_per_second": 8.145,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 69.00341033935547,
"learning_rate": 5e-05,
"loss": 0.7538,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8106666666666666,
"eval_loss": 0.6125195026397705,
"eval_runtime": 7.089,
"eval_samples_per_second": 528.986,
"eval_steps_per_second": 8.323,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 184.40866088867188,
"learning_rate": 2.5e-05,
"loss": 0.487,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.84,
"eval_loss": 0.49762213230133057,
"eval_runtime": 7.1478,
"eval_samples_per_second": 524.634,
"eval_steps_per_second": 8.254,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 52.62934112548828,
"learning_rate": 0.0,
"loss": 0.37,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8498666666666667,
"eval_loss": 0.4809016287326813,
"eval_runtime": 7.116,
"eval_samples_per_second": 526.985,
"eval_steps_per_second": 8.291,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|