model1 / trainer_state.json
giuseppemartino's picture
End of training
0f5de6c
raw
history blame
22.8 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 11.428571428571429,
"eval_steps": 500,
"global_step": 1200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.95,
"learning_rate": 5.500833333333333e-05,
"loss": 1.9822,
"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": 0.4963244743741325,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.22959375768701085,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.47352587244283995,
"eval_accuracy_small-vehicle": 0.0,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.8168771259493965,
"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": 0.3354876819903402,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.22687399857464824,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.25260117153021105,
"eval_iou_small-vehicle": 0.0,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.6683037628857792,
"eval_loss": 1.289176106452942,
"eval_mean_accuracy": 0.14402294503238428,
"eval_mean_iou": 0.0988844409987319,
"eval_overall_accuracy": 0.23478969675121228,
"eval_runtime": 130.3608,
"eval_samples_per_second": 0.759,
"eval_steps_per_second": 0.1,
"step": 105
},
{
"epoch": 1.9,
"learning_rate": 5.001666666666667e-05,
"loss": 1.2543,
"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": 0.0,
"eval_accuracy_harbor": 0.405490155760037,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.2275305012223916,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.1505214600882471,
"eval_accuracy_small-vehicle": 0.0,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.8537929267042542,
"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": 0.25194033664441534,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.22483629869700378,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.08610848177150561,
"eval_iou_small-vehicle": 0.0,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.736334319001517,
"eval_loss": 0.8622854948043823,
"eval_mean_accuracy": 0.11695250312678071,
"eval_mean_iou": 0.08661462907429612,
"eval_overall_accuracy": 0.23483131750165362,
"eval_runtime": 129.8172,
"eval_samples_per_second": 0.763,
"eval_steps_per_second": 0.1,
"step": 210
},
{
"epoch": 2.86,
"learning_rate": 4.5025000000000003e-05,
"loss": 0.8713,
"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": 0.0,
"eval_accuracy_harbor": 0.26088521050737673,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.19634403672027564,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.00947653429602888,
"eval_accuracy_small-vehicle": 0.0,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5983372940061817,
"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": 0.18212158185602526,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.19528883474139022,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.009133523413714782,
"eval_iou_small-vehicle": 0.0,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5713994356127606,
"eval_loss": 0.5621587038040161,
"eval_mean_accuracy": 0.07607450539499021,
"eval_mean_iou": 0.0638628917082594,
"eval_overall_accuracy": 0.17716992984022115,
"eval_runtime": 129.7771,
"eval_samples_per_second": 0.763,
"eval_steps_per_second": 0.1,
"step": 315
},
{
"epoch": 3.81,
"learning_rate": 4.003333333333334e-05,
"loss": 0.5934,
"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": 0.0,
"eval_accuracy_harbor": 0.3259651467639953,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.2754489214339381,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.015593662254312074,
"eval_accuracy_small-vehicle": 0.0,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5852049454048429,
"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": 0.21494915254237287,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.2705921998931492,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.01374464135767004,
"eval_iou_small-vehicle": 0.0,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5480765733985992,
"eval_loss": 0.4177829325199127,
"eval_mean_accuracy": 0.08587233398979202,
"eval_mean_iou": 0.06982417114611943,
"eval_overall_accuracy": 0.2061629445976586,
"eval_runtime": 129.5042,
"eval_samples_per_second": 0.764,
"eval_steps_per_second": 0.1,
"step": 420
},
{
"epoch": 4.76,
"learning_rate": 3.504166666666667e-05,
"loss": 0.4793,
"step": 500
},
{
"epoch": 5.0,
"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": 0.2203773196936205,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.09540845951884123,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.1355796229442439,
"eval_accuracy_small-vehicle": 0.0004760159859181458,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.4300902412127425,
"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": 0.16730408991570403,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.09505470780546928,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.11770339093718714,
"eval_iou_small-vehicle": 0.0004760159859181458,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.3971643921084903,
"eval_loss": 0.32397353649139404,
"eval_mean_accuracy": 0.0629951185253833,
"eval_mean_iou": 0.05184683978351792,
"eval_overall_accuracy": 0.11199695720298312,
"eval_runtime": 130.4117,
"eval_samples_per_second": 0.759,
"eval_steps_per_second": 0.1,
"step": 525
},
{
"epoch": 5.71,
"learning_rate": 3.0050000000000002e-05,
"loss": 0.3711,
"step": 600
},
{
"epoch": 6.0,
"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": 2.6712612359925738e-05,
"eval_accuracy_harbor": 0.23220068883976763,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.10020933769969495,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.46074007220216606,
"eval_accuracy_small-vehicle": 0.00018150249822778222,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5083445940698632,
"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": 2.6712612359925738e-05,
"eval_iou_harbor": 0.1977843944303354,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.09980816698638835,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.3787248073197873,
"eval_iou_small-vehicle": 0.00018150249822778222,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.4270271680806855,
"eval_loss": 0.2836246192455292,
"eval_mean_accuracy": 0.0929787791372914,
"eval_mean_iou": 0.07357018346185229,
"eval_overall_accuracy": 0.13098434355432245,
"eval_runtime": 130.0055,
"eval_samples_per_second": 0.762,
"eval_steps_per_second": 0.1,
"step": 630
},
{
"epoch": 6.67,
"learning_rate": 2.505833333333333e-05,
"loss": 0.347,
"step": 700
},
{
"epoch": 7.0,
"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": 0.00012020675561966583,
"eval_accuracy_harbor": 0.3911993008790418,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.22613993664648033,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.528830726032892,
"eval_accuracy_small-vehicle": 0.016006465598427434,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5768875324231552,
"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": 0.00012020515012287637,
"eval_iou_harbor": 0.2954995534500835,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.2223430579594738,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.4019895567328582,
"eval_iou_small-vehicle": 0.0158949856319396,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5461379543583108,
"eval_loss": 0.26471075415611267,
"eval_mean_accuracy": 0.12422744059540117,
"eval_mean_iou": 0.09879902088551924,
"eval_overall_accuracy": 0.19628858163526008,
"eval_runtime": 130.1284,
"eval_samples_per_second": 0.761,
"eval_steps_per_second": 0.1,
"step": 735
},
{
"epoch": 7.62,
"learning_rate": 2.006666666666667e-05,
"loss": 0.3004,
"step": 800
},
{
"epoch": 8.0,
"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": 0.0006277463904582549,
"eval_accuracy_harbor": 0.4247159821107284,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.36401834675091493,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.5257220216606499,
"eval_accuracy_small-vehicle": 0.06174851972726681,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.6456246214062719,
"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": 0.0006277463904582549,
"eval_iou_harbor": 0.3104031258218432,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.35574267253855674,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.4010327022375215,
"eval_iou_small-vehicle": 0.0589859429539752,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5756658784263353,
"eval_loss": 0.2667113244533539,
"eval_mean_accuracy": 0.14446123128902072,
"eval_mean_iou": 0.11349720455791269,
"eval_overall_accuracy": 0.2693381212137123,
"eval_runtime": 133.0464,
"eval_samples_per_second": 0.744,
"eval_steps_per_second": 0.098,
"step": 840
},
{
"epoch": 8.57,
"learning_rate": 1.5075000000000002e-05,
"loss": 0.2622,
"step": 900
},
{
"epoch": 9.0,
"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": 0.00012020675561966583,
"eval_accuracy_harbor": 0.2554875854623965,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.13435430782180025,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.4917769755314882,
"eval_accuracy_small-vehicle": 0.020715256826034992,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5719871705263812,
"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": 0.00012020675561966583,
"eval_iou_harbor": 0.22073192396518032,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.1333791829466018,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.40104677788681714,
"eval_iou_small-vehicle": 0.020298657718120807,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.507794186591655,
"eval_loss": 0.23994781076908112,
"eval_mean_accuracy": 0.1053172502088372,
"eval_mean_iou": 0.08555806239093297,
"eval_overall_accuracy": 0.15907514850603918,
"eval_runtime": 132.2048,
"eval_samples_per_second": 0.749,
"eval_steps_per_second": 0.098,
"step": 945
},
{
"epoch": 9.52,
"learning_rate": 1.0083333333333332e-05,
"loss": 0.2489,
"step": 1000
},
{
"epoch": 10.0,
"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": 0.0030185251966716085,
"eval_accuracy_harbor": 0.42620675474219916,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.18800901607934417,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.5400120336943441,
"eval_accuracy_small-vehicle": 0.039057282873355775,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5640697078421323,
"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": 0.003018081782003686,
"eval_iou_harbor": 0.321157421753951,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.18596267637687755,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.42935735927284324,
"eval_iou_small-vehicle": 0.03790245393879776,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5256290571199063,
"eval_loss": 0.2446403056383133,
"eval_mean_accuracy": 0.12574095145914624,
"eval_mean_iou": 0.10020180334962529,
"eval_overall_accuracy": 0.18461172001913273,
"eval_runtime": 130.4966,
"eval_samples_per_second": 0.759,
"eval_steps_per_second": 0.1,
"step": 1050
},
{
"epoch": 10.48,
"learning_rate": 5.091666666666669e-06,
"loss": 0.242,
"step": 1100
},
{
"epoch": 11.0,
"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": 0.0024041351123933164,
"eval_accuracy_harbor": 0.35285046008327764,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.18537179613754373,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.565734055354994,
"eval_accuracy_small-vehicle": 0.026071292811473697,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5443440038519485,
"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": 0.0024041351123933164,
"eval_iou_harbor": 0.2829348722176422,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.1833538571542067,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.4500957395883198,
"eval_iou_small-vehicle": 0.025655455954707824,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.49170127392109547,
"eval_loss": 0.23460666835308075,
"eval_mean_accuracy": 0.11976969595368792,
"eval_mean_iou": 0.09574302226322434,
"eval_overall_accuracy": 0.17730695815705877,
"eval_runtime": 130.5312,
"eval_samples_per_second": 0.758,
"eval_steps_per_second": 0.1,
"step": 1155
},
{
"epoch": 11.43,
"learning_rate": 1e-07,
"loss": 0.2276,
"step": 1200
},
{
"epoch": 11.43,
"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": 0.009750103511372895,
"eval_accuracy_harbor": 0.37845062458232664,
"eval_accuracy_helicopter": NaN,
"eval_accuracy_large-vehicle": 0.21512753535397483,
"eval_accuracy_plane": 0.0,
"eval_accuracy_roundabout": 0.0,
"eval_accuracy_ship": 0.5956177296430004,
"eval_accuracy_small-vehicle": 0.04763241977075892,
"eval_accuracy_soccer-ball-field": 0.0,
"eval_accuracy_storage-tank": 0.0,
"eval_accuracy_swimming-pool": 0.0,
"eval_accuracy_tennis-court": 0.5923186244816179,
"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": 0.009739046907519078,
"eval_iou_harbor": 0.29934130275676996,
"eval_iou_helicopter": NaN,
"eval_iou_large-vehicle": 0.2123670434628911,
"eval_iou_plane": 0.0,
"eval_iou_roundabout": 0.0,
"eval_iou_ship": 0.4620560893072465,
"eval_iou_small-vehicle": 0.045786725832680446,
"eval_iou_soccer-ball-field": 0.0,
"eval_iou_storage-tank": 0.0,
"eval_iou_swimming-pool": 0.0,
"eval_iou_tennis-court": 0.5337389825645475,
"eval_loss": 0.23282881081104279,
"eval_mean_accuracy": 0.13134978838164654,
"eval_mean_iou": 0.10420194605544363,
"eval_overall_accuracy": 0.20168839376559577,
"eval_runtime": 130.4137,
"eval_samples_per_second": 0.759,
"eval_steps_per_second": 0.1,
"step": 1200
},
{
"epoch": 11.43,
"step": 1200,
"total_flos": 1.684313569492992e+17,
"train_loss": 0.5983023818333943,
"train_runtime": 3623.6202,
"train_samples_per_second": 2.649,
"train_steps_per_second": 0.331
}
],
"logging_steps": 100,
"max_steps": 1200,
"num_train_epochs": 12,
"save_steps": 500,
"total_flos": 1.684313569492992e+17,
"trial_name": null,
"trial_params": null
}