File size: 3,445 Bytes
4bbd001 |
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 |
{
"best_metric": 0.05759536102414131,
"best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-28Nov24-001/checkpoint-60",
"epoch": 24.0,
"eval_steps": 10,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.0,
"grad_norm": 25.216020584106445,
"learning_rate": 1.888888888888889e-05,
"loss": 1.4212,
"step": 10
},
{
"epoch": 4.0,
"eval_accuracy": 0.8428571428571429,
"eval_loss": 0.8053953051567078,
"eval_runtime": 7.1329,
"eval_samples_per_second": 78.51,
"eval_steps_per_second": 9.814,
"step": 10
},
{
"epoch": 8.0,
"grad_norm": 5.78123140335083,
"learning_rate": 1.5185185185185187e-05,
"loss": 0.3561,
"step": 20
},
{
"epoch": 8.0,
"eval_accuracy": 0.9517857142857142,
"eval_loss": 0.23307392001152039,
"eval_runtime": 7.981,
"eval_samples_per_second": 70.167,
"eval_steps_per_second": 8.771,
"step": 20
},
{
"epoch": 12.0,
"grad_norm": 0.9395315647125244,
"learning_rate": 1.1481481481481482e-05,
"loss": 0.0373,
"step": 30
},
{
"epoch": 12.0,
"eval_accuracy": 0.9803571428571428,
"eval_loss": 0.09606237709522247,
"eval_runtime": 7.7677,
"eval_samples_per_second": 72.093,
"eval_steps_per_second": 9.012,
"step": 30
},
{
"epoch": 16.0,
"grad_norm": 0.16510935127735138,
"learning_rate": 7.77777777777778e-06,
"loss": 0.0042,
"step": 40
},
{
"epoch": 16.0,
"eval_accuracy": 0.9767857142857143,
"eval_loss": 0.06689313799142838,
"eval_runtime": 7.1426,
"eval_samples_per_second": 78.403,
"eval_steps_per_second": 9.8,
"step": 40
},
{
"epoch": 20.0,
"grad_norm": 0.07187718898057938,
"learning_rate": 4.074074074074074e-06,
"loss": 0.0013,
"step": 50
},
{
"epoch": 20.0,
"eval_accuracy": 0.975,
"eval_loss": 0.058019500225782394,
"eval_runtime": 7.9195,
"eval_samples_per_second": 70.711,
"eval_steps_per_second": 8.839,
"step": 50
},
{
"epoch": 24.0,
"grad_norm": 0.06839924305677414,
"learning_rate": 3.7037037037037036e-07,
"loss": 0.0008,
"step": 60
},
{
"epoch": 24.0,
"eval_accuracy": 0.975,
"eval_loss": 0.05759536102414131,
"eval_runtime": 7.7029,
"eval_samples_per_second": 72.7,
"eval_steps_per_second": 9.087,
"step": 60
},
{
"epoch": 24.0,
"step": 60,
"total_flos": 5.259589576438579e+17,
"train_loss": 0.3034758618722359,
"train_runtime": 356.5119,
"train_samples_per_second": 6.732,
"train_steps_per_second": 0.168
}
],
"logging_steps": 10,
"max_steps": 60,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 10,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5.259589576438579e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|