parvpareek's picture
End of training
02bbf89 verified
{
"best_metric": 0.874251497005988,
"best_model_checkpoint": "swin-base-patch4-window7-224-in22k-finetuned-ham/checkpoint-210",
"epoch": 2.978723404255319,
"eval_steps": 500,
"global_step": 210,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14,
"learning_rate": 2.380952380952381e-05,
"loss": 1.871,
"step": 10
},
{
"epoch": 0.28,
"learning_rate": 4.761904761904762e-05,
"loss": 1.0569,
"step": 20
},
{
"epoch": 0.43,
"learning_rate": 4.761904761904762e-05,
"loss": 0.8595,
"step": 30
},
{
"epoch": 0.57,
"learning_rate": 4.4973544973544974e-05,
"loss": 0.7062,
"step": 40
},
{
"epoch": 0.71,
"learning_rate": 4.232804232804233e-05,
"loss": 0.6651,
"step": 50
},
{
"epoch": 0.85,
"learning_rate": 3.968253968253968e-05,
"loss": 0.6289,
"step": 60
},
{
"epoch": 0.99,
"learning_rate": 3.7037037037037037e-05,
"loss": 0.533,
"step": 70
},
{
"epoch": 0.99,
"eval_accuracy": 0.8143712574850299,
"eval_loss": 0.5286610722541809,
"eval_runtime": 20.5603,
"eval_samples_per_second": 48.735,
"eval_steps_per_second": 1.556,
"step": 70
},
{
"epoch": 1.13,
"learning_rate": 3.439153439153439e-05,
"loss": 0.5397,
"step": 80
},
{
"epoch": 1.28,
"learning_rate": 3.1746031746031745e-05,
"loss": 0.478,
"step": 90
},
{
"epoch": 1.42,
"learning_rate": 2.91005291005291e-05,
"loss": 0.4858,
"step": 100
},
{
"epoch": 1.56,
"learning_rate": 2.6455026455026456e-05,
"loss": 0.4673,
"step": 110
},
{
"epoch": 1.7,
"learning_rate": 2.380952380952381e-05,
"loss": 0.457,
"step": 120
},
{
"epoch": 1.84,
"learning_rate": 2.1164021164021164e-05,
"loss": 0.4139,
"step": 130
},
{
"epoch": 1.99,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.4244,
"step": 140
},
{
"epoch": 2.0,
"eval_accuracy": 0.8642714570858283,
"eval_loss": 0.3899190127849579,
"eval_runtime": 20.4933,
"eval_samples_per_second": 48.894,
"eval_steps_per_second": 1.561,
"step": 141
},
{
"epoch": 2.13,
"learning_rate": 1.5873015873015872e-05,
"loss": 0.3854,
"step": 150
},
{
"epoch": 2.27,
"learning_rate": 1.3227513227513228e-05,
"loss": 0.3753,
"step": 160
},
{
"epoch": 2.41,
"learning_rate": 1.0582010582010582e-05,
"loss": 0.3505,
"step": 170
},
{
"epoch": 2.55,
"learning_rate": 7.936507936507936e-06,
"loss": 0.3298,
"step": 180
},
{
"epoch": 2.7,
"learning_rate": 5.291005291005291e-06,
"loss": 0.3987,
"step": 190
},
{
"epoch": 2.84,
"learning_rate": 2.6455026455026455e-06,
"loss": 0.3553,
"step": 200
},
{
"epoch": 2.98,
"learning_rate": 0.0,
"loss": 0.3401,
"step": 210
},
{
"epoch": 2.98,
"eval_accuracy": 0.874251497005988,
"eval_loss": 0.3548990488052368,
"eval_runtime": 20.4136,
"eval_samples_per_second": 49.085,
"eval_steps_per_second": 1.568,
"step": 210
},
{
"epoch": 2.98,
"step": 210,
"total_flos": 2.1043292516491715e+18,
"train_loss": 0.577224166052682,
"train_runtime": 1210.5379,
"train_samples_per_second": 22.336,
"train_steps_per_second": 0.173
}
],
"logging_steps": 10,
"max_steps": 210,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 2.1043292516491715e+18,
"trial_name": null,
"trial_params": null
}