zbbg1111's picture
End of training
5616cf6
{
"best_metric": 0.9921875,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-geo-industrials1\\checkpoint-162",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 243,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.12,
"learning_rate": 2e-05,
"loss": 1.8065,
"step": 10
},
{
"epoch": 0.25,
"learning_rate": 4e-05,
"loss": 1.1436,
"step": 20
},
{
"epoch": 0.37,
"learning_rate": 4.8853211009174314e-05,
"loss": 0.5244,
"step": 30
},
{
"epoch": 0.49,
"learning_rate": 4.655963302752294e-05,
"loss": 0.3381,
"step": 40
},
{
"epoch": 0.62,
"learning_rate": 4.426605504587156e-05,
"loss": 0.2938,
"step": 50
},
{
"epoch": 0.74,
"learning_rate": 4.1972477064220184e-05,
"loss": 0.2233,
"step": 60
},
{
"epoch": 0.86,
"learning_rate": 3.967889908256881e-05,
"loss": 0.2519,
"step": 70
},
{
"epoch": 0.99,
"learning_rate": 3.738532110091743e-05,
"loss": 0.2199,
"step": 80
},
{
"epoch": 1.0,
"eval_accuracy": 0.9852430555555556,
"eval_loss": 0.05960278958082199,
"eval_runtime": 117.5398,
"eval_samples_per_second": 9.801,
"eval_steps_per_second": 0.306,
"step": 81
},
{
"epoch": 1.11,
"learning_rate": 3.509174311926606e-05,
"loss": 0.1425,
"step": 90
},
{
"epoch": 1.23,
"learning_rate": 3.2798165137614676e-05,
"loss": 0.1485,
"step": 100
},
{
"epoch": 1.36,
"learning_rate": 3.0504587155963303e-05,
"loss": 0.1814,
"step": 110
},
{
"epoch": 1.48,
"learning_rate": 2.8211009174311926e-05,
"loss": 0.1658,
"step": 120
},
{
"epoch": 1.6,
"learning_rate": 2.5917431192660553e-05,
"loss": 0.1819,
"step": 130
},
{
"epoch": 1.73,
"learning_rate": 2.3623853211009176e-05,
"loss": 0.1273,
"step": 140
},
{
"epoch": 1.85,
"learning_rate": 2.13302752293578e-05,
"loss": 0.1384,
"step": 150
},
{
"epoch": 1.98,
"learning_rate": 1.9036697247706422e-05,
"loss": 0.1283,
"step": 160
},
{
"epoch": 2.0,
"eval_accuracy": 0.9921875,
"eval_loss": 0.036022767424583435,
"eval_runtime": 113.7461,
"eval_samples_per_second": 10.128,
"eval_steps_per_second": 0.316,
"step": 162
},
{
"epoch": 2.1,
"learning_rate": 1.6743119266055045e-05,
"loss": 0.1329,
"step": 170
},
{
"epoch": 2.22,
"learning_rate": 1.444954128440367e-05,
"loss": 0.1314,
"step": 180
},
{
"epoch": 2.35,
"learning_rate": 1.2155963302752295e-05,
"loss": 0.1013,
"step": 190
},
{
"epoch": 2.47,
"learning_rate": 9.862385321100918e-06,
"loss": 0.103,
"step": 200
},
{
"epoch": 2.59,
"learning_rate": 7.568807339449542e-06,
"loss": 0.1163,
"step": 210
},
{
"epoch": 2.72,
"learning_rate": 5.2752293577981655e-06,
"loss": 0.1229,
"step": 220
},
{
"epoch": 2.84,
"learning_rate": 2.981651376146789e-06,
"loss": 0.1124,
"step": 230
},
{
"epoch": 2.96,
"learning_rate": 6.880733944954129e-07,
"loss": 0.1013,
"step": 240
},
{
"epoch": 3.0,
"eval_accuracy": 0.9921875,
"eval_loss": 0.03050476312637329,
"eval_runtime": 109.8287,
"eval_samples_per_second": 10.489,
"eval_steps_per_second": 0.328,
"step": 243
},
{
"epoch": 3.0,
"step": 243,
"total_flos": 7.731541172996444e+17,
"train_loss": 0.28660796502980673,
"train_runtime": 8002.835,
"train_samples_per_second": 3.886,
"train_steps_per_second": 0.03
}
],
"logging_steps": 10,
"max_steps": 243,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 7.731541172996444e+17,
"trial_name": null,
"trial_params": null
}