segformer_b0_flair_one / trainer_state.json
alanoix's picture
Upload 7 files
7b49a3b
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"global_step": 7706,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"learning_rate": 5.610692966519595e-05,
"loss": 0.4451,
"step": 500
},
{
"epoch": 0.26,
"learning_rate": 5.22138593303919e-05,
"loss": 0.4514,
"step": 1000
},
{
"epoch": 0.39,
"learning_rate": 4.832078899558785e-05,
"loss": 0.4582,
"step": 1500
},
{
"epoch": 0.52,
"learning_rate": 4.442771866078381e-05,
"loss": 0.4557,
"step": 2000
},
{
"epoch": 0.65,
"learning_rate": 4.053464832597976e-05,
"loss": 0.4534,
"step": 2500
},
{
"epoch": 0.78,
"learning_rate": 3.664157799117571e-05,
"loss": 0.4455,
"step": 3000
},
{
"epoch": 0.91,
"learning_rate": 3.274850765637166e-05,
"loss": 0.4402,
"step": 3500
},
{
"epoch": 1.0,
"eval_accuracy_None": NaN,
"eval_accuracy_agricultural land": 0.7813386395765931,
"eval_accuracy_bare soil": 0.971091004630694,
"eval_accuracy_brushwood": 0.4830336072186893,
"eval_accuracy_building": 0.8838384753757415,
"eval_accuracy_coniferous": 0.7208068036699242,
"eval_accuracy_deciduous": 0.8006803561073339,
"eval_accuracy_herbaceous vegetation": 0.8549826884031253,
"eval_accuracy_impervious surface": 0.9187355943365163,
"eval_accuracy_pervious surface": 0.7191859187453563,
"eval_accuracy_plowed land": 0.9549852972817902,
"eval_accuracy_vineyard": 0.9980486408918603,
"eval_accuracy_water": 0.9701090639122775,
"eval_iou_None": 0.0,
"eval_iou_agricultural land": 0.7748956198639237,
"eval_iou_bare soil": 0.8132029366750227,
"eval_iou_brushwood": 0.40602795118599255,
"eval_iou_building": 0.8085532215342824,
"eval_iou_coniferous": 0.646262784569598,
"eval_iou_deciduous": 0.6606641623930074,
"eval_iou_herbaceous vegetation": 0.6103168926606636,
"eval_iou_impervious surface": 0.7698259661987548,
"eval_iou_pervious surface": 0.6598766824934269,
"eval_iou_plowed land": 0.5011841401997907,
"eval_iou_vineyard": 0.9867169913442101,
"eval_iou_water": 0.9468937991005187,
"eval_loss": 0.4677870571613312,
"eval_mean_accuracy": 0.8380696741791583,
"eval_mean_iou": 0.6603400883245533,
"eval_overall_accuracy": 0.8208117616254381,
"eval_runtime": 4.5075,
"eval_samples_per_second": 13.755,
"eval_steps_per_second": 0.887,
"step": 3853
},
{
"epoch": 1.04,
"learning_rate": 2.8855437321567608e-05,
"loss": 0.434,
"step": 4000
},
{
"epoch": 1.17,
"learning_rate": 2.496236698676356e-05,
"loss": 0.4318,
"step": 4500
},
{
"epoch": 1.3,
"learning_rate": 2.1069296651959512e-05,
"loss": 0.4154,
"step": 5000
},
{
"epoch": 1.43,
"learning_rate": 1.7176226317155462e-05,
"loss": 0.4213,
"step": 5500
},
{
"epoch": 1.56,
"learning_rate": 1.3283155982351414e-05,
"loss": 0.4192,
"step": 6000
},
{
"epoch": 1.69,
"learning_rate": 9.390085647547366e-06,
"loss": 0.4171,
"step": 6500
},
{
"epoch": 1.82,
"learning_rate": 5.497015312743317e-06,
"loss": 0.4118,
"step": 7000
},
{
"epoch": 1.95,
"learning_rate": 1.603944977939268e-06,
"loss": 0.411,
"step": 7500
},
{
"epoch": 2.0,
"eval_accuracy_None": NaN,
"eval_accuracy_agricultural land": 0.8489823637268769,
"eval_accuracy_bare soil": 0.9597129626588722,
"eval_accuracy_brushwood": 0.5742661624827765,
"eval_accuracy_building": 0.8931234528184192,
"eval_accuracy_coniferous": 0.7618443814475007,
"eval_accuracy_deciduous": 0.8043905078557081,
"eval_accuracy_herbaceous vegetation": 0.843671475167057,
"eval_accuracy_impervious surface": 0.9130546307475295,
"eval_accuracy_pervious surface": 0.7769049471127405,
"eval_accuracy_plowed land": 0.9814128953596787,
"eval_accuracy_vineyard": 0.9976670786432974,
"eval_accuracy_water": 0.974405922800898,
"eval_iou_None": 0.0,
"eval_iou_agricultural land": 0.8415255199737784,
"eval_iou_bare soil": 0.8498461556358222,
"eval_iou_brushwood": 0.46435214422273274,
"eval_iou_building": 0.8011746733913444,
"eval_iou_coniferous": 0.6663445161801402,
"eval_iou_deciduous": 0.6604277124005387,
"eval_iou_herbaceous vegetation": 0.6330786495419254,
"eval_iou_impervious surface": 0.7971866718106758,
"eval_iou_pervious surface": 0.7073450753615901,
"eval_iou_plowed land": 0.7446258325715032,
"eval_iou_vineyard": 0.9106504362047068,
"eval_iou_water": 0.9464448208961204,
"eval_loss": 0.4119175970554352,
"eval_mean_accuracy": 0.8607863984017795,
"eval_mean_iou": 0.6940770929377599,
"eval_overall_accuracy": 0.8447827383038713,
"eval_runtime": 3.8778,
"eval_samples_per_second": 15.989,
"eval_steps_per_second": 1.032,
"step": 7706
}
],
"max_steps": 7706,
"num_train_epochs": 2,
"total_flos": 2.1627715059921715e+18,
"trial_name": null,
"trial_params": null
}