model1 / trainer_state.json
giuseppemartino's picture
End of training
e63c8ea
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.0,
"eval_steps": 500,
"global_step": 840,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.95,
"learning_rate": 5.286904761904762e-05,
"loss": 1.1466,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.0,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.0,
"eval_accuracy_harbor": 0.0,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.023974270371938375,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.006768953068592058,
"eval_accuracy_small-vehicle": 0.0035923796347347835,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.3561887454762903,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.0,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.0,
"eval_iou_harbor": 0.0,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.023969858242054245,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.006688134753529849,
"eval_iou_small-vehicle": 0.003584915332433402,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.3561887454762903,
"eval_loss": 0.34185361862182617,
"eval_mean_accuracy": 0.02789459632511111,
"eval_mean_iou": 0.026028776920287187,
"eval_overall_accuracy": 0.06866847535507302,
"eval_runtime": 170.1145,
"eval_samples_per_second": 0.582,
"eval_steps_per_second": 0.076,
"step": 105
},
{
"epoch": 1.9,
"learning_rate": 4.573809523809524e-05,
"loss": 0.3289,
"step": 200
},
{
"epoch": 2.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.0,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.03242911140494985,
"eval_accuracy_harbor": 0.11854212717832725,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.2922929924581534,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.5316385880465303,
"eval_accuracy_small-vehicle": 0.17933816655080187,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.1853946397836243,
"eval_accuracy_tennis-court": 0.6774536756597238,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.0,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.03209517514871117,
"eval_iou_harbor": 0.11574562063946194,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.28981770457422645,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.41889222503160556,
"eval_iou_small-vehicle": 0.16118190212373038,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.1853946397836243,
"eval_iou_tennis-court": 0.6752276676690624,
"eval_loss": 0.23014628887176514,
"eval_mean_accuracy": 0.14407780722015076,
"eval_mean_iou": 0.12522366233136148,
"eval_overall_accuracy": 0.2673966732854332,
"eval_runtime": 169.2117,
"eval_samples_per_second": 0.585,
"eval_steps_per_second": 0.077,
"step": 210
},
{
"epoch": 2.86,
"learning_rate": 3.8607142857142855e-05,
"loss": 0.1819,
"step": 300
},
{
"epoch": 3.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.0,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.3566133750050086,
"eval_accuracy_harbor": 0.17066776332699327,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.43004255361873095,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.7304953870838348,
"eval_accuracy_small-vehicle": 0.2841918173194478,
"eval_accuracy_soccer-ball-field": 0.07389417604654104,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.24243914433243177,
"eval_accuracy_tennis-court": 0.42292219995961666,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.0,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.28169608474093455,
"eval_iou_harbor": 0.16366773477939364,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.42231702246886355,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.5605401869878035,
"eval_iou_small-vehicle": 0.24924687713059435,
"eval_iou_soccer-ball-field": 0.07384543684412163,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.24243914433243177,
"eval_iou_tennis-court": 0.42292219995961666,
"eval_loss": 0.19654032588005066,
"eval_mean_accuracy": 0.19366188690661465,
"eval_mean_iou": 0.16111164581625062,
"eval_overall_accuracy": 0.3285907021804791,
"eval_runtime": 171.7735,
"eval_samples_per_second": 0.576,
"eval_steps_per_second": 0.076,
"step": 315
},
{
"epoch": 3.81,
"learning_rate": 3.147619047619048e-05,
"loss": 0.1505,
"step": 400
},
{
"epoch": 4.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.0,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.45149657410746485,
"eval_accuracy_harbor": 0.20654911838790932,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.41152177296146747,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.7551644604893702,
"eval_accuracy_small-vehicle": 0.3078761810504543,
"eval_accuracy_soccer-ball-field": 0.14367411787024156,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.4366855175805262,
"eval_accuracy_tennis-court": 0.5796134072658932,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.0,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.3751789658272383,
"eval_iou_harbor": 0.1956564082586677,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.4028717461461593,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.5715315725561627,
"eval_iou_small-vehicle": 0.2761821963215439,
"eval_iou_soccer-ball-field": 0.14350793669591855,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.4366855175805262,
"eval_iou_tennis-court": 0.5789906481154653,
"eval_loss": 0.17603012919425964,
"eval_mean_accuracy": 0.23518436783666624,
"eval_mean_iou": 0.19870699943344547,
"eval_overall_accuracy": 0.368893035311685,
"eval_runtime": 174.8345,
"eval_samples_per_second": 0.566,
"eval_steps_per_second": 0.074,
"step": 420
},
{
"epoch": 4.76,
"learning_rate": 2.4345238095238093e-05,
"loss": 0.1269,
"step": 500
},
{
"epoch": 5.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.1336048344718865,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.39664222462635734,
"eval_accuracy_harbor": 0.25127229733203105,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.37375397214520106,
"eval_accuracy_plane": 0.0003230182828348085,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.8249097472924187,
"eval_accuracy_small-vehicle": 0.3133486526007938,
"eval_accuracy_soccer-ball-field": 0.19749509927911976,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.6397836242930908,
"eval_accuracy_tennis-court": 0.5308544180917323,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.1336048344718865,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.37107798423071636,
"eval_iou_harbor": 0.23777788587828963,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.36611672526697975,
"eval_iou_plane": 0.00032295569047926625,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.6005694677666642,
"eval_iou_small-vehicle": 0.28329752122409296,
"eval_iou_soccer-ball-field": 0.19566545283683778,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.6397836242930908,
"eval_iou_tennis-court": 0.5308544180917323,
"eval_loss": 0.16880372166633606,
"eval_mean_accuracy": 0.2615705634582476,
"eval_mean_iou": 0.22393805798338465,
"eval_overall_accuracy": 0.3561449196111213,
"eval_runtime": 175.606,
"eval_samples_per_second": 0.564,
"eval_steps_per_second": 0.074,
"step": 525
},
{
"epoch": 5.71,
"learning_rate": 1.721428571428571e-05,
"loss": 0.1012,
"step": 600
},
{
"epoch": 6.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.20244351024697846,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.4912983665237542,
"eval_accuracy_harbor": 0.2993368632087596,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.2540650168423977,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.7976835138387485,
"eval_accuracy_small-vehicle": 0.48013575017037263,
"eval_accuracy_soccer-ball-field": 0.27023918679650943,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.7772313744775018,
"eval_accuracy_tennis-court": 0.6774342605967414,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.20244351024697846,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.43591202123625333,
"eval_iou_harbor": 0.28157640232108316,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.25149909888420663,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.6060340558454916,
"eval_iou_small-vehicle": 0.34877582801391094,
"eval_iou_soccer-ball-field": 0.26380422537384834,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.7766584766584766,
"eval_iou_tennis-court": 0.6774342605967414,
"eval_loss": 0.17632810771465302,
"eval_mean_accuracy": 0.3035619887644117,
"eval_mean_iou": 0.25627585861179936,
"eval_overall_accuracy": 0.3829672521532335,
"eval_runtime": 172.7106,
"eval_samples_per_second": 0.573,
"eval_steps_per_second": 0.075,
"step": 630
},
{
"epoch": 6.67,
"learning_rate": 1.0083333333333332e-05,
"loss": 0.0996,
"step": 700
},
{
"epoch": 7.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.476878612716763,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.4452191102028823,
"eval_accuracy_harbor": 0.2733768570400452,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.3224570322239495,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.7946750902527075,
"eval_accuracy_small-vehicle": 0.3775149225874722,
"eval_accuracy_soccer-ball-field": 0.21401131908435564,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.5756085566756823,
"eval_accuracy_tennis-court": 0.5884161968221425,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.476878612716763,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.4080548414738646,
"eval_iou_harbor": 0.2598582946494014,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.3173594115922648,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.6093191342124485,
"eval_iou_small-vehicle": 0.32456535500301786,
"eval_iou_soccer-ball-field": 0.21277766207842322,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.5756085566756823,
"eval_iou_tennis-court": 0.5884161968221425,
"eval_loss": 0.16866320371627808,
"eval_mean_accuracy": 0.29058269268614284,
"eval_mean_iou": 0.25152253768160054,
"eval_overall_accuracy": 0.3644024764986832,
"eval_runtime": 175.0113,
"eval_samples_per_second": 0.566,
"eval_steps_per_second": 0.074,
"step": 735
},
{
"epoch": 7.62,
"learning_rate": 2.9523809523809554e-06,
"loss": 0.0945,
"step": 800
},
{
"epoch": 8.0,
"eval_accuracy_background": NaN,
"eval_accuracy_baseball-diamond": 0.5216763005780347,
"eval_accuracy_basketball-court": 0.0,
"eval_accuracy_bridge": 0.0,
"eval_accuracy_ground-track-field": 0.4337059742757543,
"eval_accuracy_harbor": 0.3385596052022824,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.3476963649537566,
"eval_accuracy_plane": 6.460365656696169e-05,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.7889089450461292,
"eval_accuracy_small-vehicle": 0.39393918638936737,
"eval_accuracy_soccer-ball-field": 0.25511018717592004,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.6048684534054586,
"eval_accuracy_tennis-court": 0.6399360079524098,
"eval_iou_background": 0.0,
"eval_iou_baseball-diamond": 0.5216763005780347,
"eval_iou_basketball-court": 0.0,
"eval_iou_bridge": 0.0,
"eval_iou_ground-track-field": 0.40842714294698446,
"eval_iou_harbor": 0.3164520468960215,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.3418422494336438,
"eval_iou_plane": 6.459948320413436e-05,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.6136505460218409,
"eval_iou_small-vehicle": 0.33542207318851147,
"eval_iou_soccer-ball-field": 0.2513962346453136,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.6048684534054586,
"eval_iou_tennis-court": 0.6399360079524098,
"eval_loss": 0.16463321447372437,
"eval_mean_accuracy": 0.30889040204540574,
"eval_mean_iou": 0.2689157103034282,
"eval_overall_accuracy": 0.3927673380840752,
"eval_runtime": 170.5406,
"eval_samples_per_second": 0.581,
"eval_steps_per_second": 0.076,
"step": 840
},
{
"epoch": 8.0,
"step": 840,
"total_flos": 8.675225582646067e+17,
"train_loss": 0.26937766926629203,
"train_runtime": 4539.3087,
"train_samples_per_second": 1.48,
"train_steps_per_second": 0.185
}
],
"logging_steps": 100,
"max_steps": 840,
"num_train_epochs": 8,
"save_steps": 500,
"total_flos": 8.675225582646067e+17,
"trial_name": null,
"trial_params": null
}