| { | |
| "best_metric": 0.3097, | |
| "best_model_checkpoint": "ms-cond-detr-res-50-vehicles/checkpoint-131385", | |
| "epoch": 60.0, | |
| "eval_steps": 500, | |
| "global_step": 138300, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.21691973969631237, | |
| "grad_norm": 32948.171875, | |
| "learning_rate": 9.999685192743662e-05, | |
| "loss": 7.6906, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.43383947939262474, | |
| "grad_norm": 8056.21142578125, | |
| "learning_rate": 9.998728034076959e-05, | |
| "loss": 2.3313, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6507592190889371, | |
| "grad_norm": 17431.4765625, | |
| "learning_rate": 9.997124764767083e-05, | |
| "loss": 2.1856, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8676789587852495, | |
| "grad_norm": 17146.232421875, | |
| "learning_rate": 9.994876864856252e-05, | |
| "loss": 2.051, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 1.895993709564209, | |
| "eval_map": 0.0623, | |
| "eval_map_50": 0.1484, | |
| "eval_map_75": 0.0432, | |
| "eval_map_bus": 0.0489, | |
| "eval_map_car": 0.0878, | |
| "eval_map_container": 0.0856, | |
| "eval_map_large": 0.1451, | |
| "eval_map_medium": 0.0546, | |
| "eval_map_motorbike": 0.0269, | |
| "eval_map_small": 0.0085, | |
| "eval_mar_1": 0.0883, | |
| "eval_mar_10": 0.2294, | |
| "eval_mar_100": 0.2984, | |
| "eval_mar_100_bus": 0.3264, | |
| "eval_mar_100_car": 0.3206, | |
| "eval_mar_100_container": 0.3323, | |
| "eval_mar_100_motorbike": 0.2141, | |
| "eval_mar_large": 0.4778, | |
| "eval_mar_medium": 0.2854, | |
| "eval_mar_small": 0.0421, | |
| "eval_runtime": 114.5232, | |
| "eval_samples_per_second": 20.109, | |
| "eval_steps_per_second": 2.515, | |
| "step": 2305 | |
| }, | |
| { | |
| "epoch": 1.0845986984815619, | |
| "grad_norm": 14355.5908203125, | |
| "learning_rate": 9.991984624324235e-05, | |
| "loss": 1.9627, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.3015184381778742, | |
| "grad_norm": 5871.64599609375, | |
| "learning_rate": 9.988456131077249e-05, | |
| "loss": 1.9168, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.5184381778741867, | |
| "grad_norm": 4061.07080078125, | |
| "learning_rate": 9.984277698186814e-05, | |
| "loss": 1.8332, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.735357917570499, | |
| "grad_norm": 4107.30517578125, | |
| "learning_rate": 9.979456291970887e-05, | |
| "loss": 1.7907, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.9522776572668112, | |
| "grad_norm": 6267.9453125, | |
| "learning_rate": 9.973992534392322e-05, | |
| "loss": 1.7617, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 1.6729236841201782, | |
| "eval_map": 0.1472, | |
| "eval_map_50": 0.3286, | |
| "eval_map_75": 0.1129, | |
| "eval_map_bus": 0.1128, | |
| "eval_map_car": 0.2083, | |
| "eval_map_container": 0.1971, | |
| "eval_map_large": 0.3455, | |
| "eval_map_medium": 0.1211, | |
| "eval_map_motorbike": 0.0705, | |
| "eval_map_small": 0.0156, | |
| "eval_mar_1": 0.1272, | |
| "eval_mar_10": 0.3047, | |
| "eval_mar_100": 0.3573, | |
| "eval_mar_100_bus": 0.4427, | |
| "eval_mar_100_car": 0.3575, | |
| "eval_mar_100_container": 0.3994, | |
| "eval_mar_100_motorbike": 0.2297, | |
| "eval_mar_large": 0.6163, | |
| "eval_mar_medium": 0.3404, | |
| "eval_mar_small": 0.0626, | |
| "eval_runtime": 111.0496, | |
| "eval_samples_per_second": 20.738, | |
| "eval_steps_per_second": 2.593, | |
| "step": 4610 | |
| }, | |
| { | |
| "epoch": 2.1691973969631237, | |
| "grad_norm": 6151.71826171875, | |
| "learning_rate": 9.967887130277497e-05, | |
| "loss": 1.7034, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3861171366594363, | |
| "grad_norm": 13430.7021484375, | |
| "learning_rate": 9.961140867225379e-05, | |
| "loss": 1.6812, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.6030368763557483, | |
| "grad_norm": 23429.322265625, | |
| "learning_rate": 9.953754615505938e-05, | |
| "loss": 1.6754, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.819956616052061, | |
| "grad_norm": 5950.3984375, | |
| "learning_rate": 9.94572932794787e-05, | |
| "loss": 1.6489, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 1.5874069929122925, | |
| "eval_map": 0.1778, | |
| "eval_map_50": 0.3853, | |
| "eval_map_75": 0.1458, | |
| "eval_map_bus": 0.1352, | |
| "eval_map_car": 0.2354, | |
| "eval_map_container": 0.2234, | |
| "eval_map_large": 0.3729, | |
| "eval_map_medium": 0.1542, | |
| "eval_map_motorbike": 0.1172, | |
| "eval_map_small": 0.0131, | |
| "eval_mar_1": 0.1417, | |
| "eval_mar_10": 0.3206, | |
| "eval_mar_100": 0.365, | |
| "eval_mar_100_bus": 0.4474, | |
| "eval_mar_100_car": 0.3691, | |
| "eval_mar_100_container": 0.3944, | |
| "eval_mar_100_motorbike": 0.2491, | |
| "eval_mar_large": 0.6265, | |
| "eval_mar_medium": 0.343, | |
| "eval_mar_small": 0.0747, | |
| "eval_runtime": 111.1265, | |
| "eval_samples_per_second": 20.724, | |
| "eval_steps_per_second": 2.592, | |
| "step": 6915 | |
| }, | |
| { | |
| "epoch": 3.036876355748373, | |
| "grad_norm": 8822.9736328125, | |
| "learning_rate": 9.937084002387407e-05, | |
| "loss": 1.6342, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.2537960954446854, | |
| "grad_norm": 17186.669921875, | |
| "learning_rate": 9.927785103843946e-05, | |
| "loss": 1.6239, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.470715835140998, | |
| "grad_norm": 7216.52880859375, | |
| "learning_rate": 9.917850519536694e-05, | |
| "loss": 1.632, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.6876355748373104, | |
| "grad_norm": 15494.7607421875, | |
| "learning_rate": 9.907281531030016e-05, | |
| "loss": 1.6064, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.9045553145336225, | |
| "grad_norm": 8969.22265625, | |
| "learning_rate": 9.896102536613032e-05, | |
| "loss": 1.5998, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 1.552794337272644, | |
| "eval_map": 0.1929, | |
| "eval_map_50": 0.4053, | |
| "eval_map_75": 0.1639, | |
| "eval_map_bus": 0.1675, | |
| "eval_map_car": 0.2425, | |
| "eval_map_container": 0.2398, | |
| "eval_map_large": 0.4082, | |
| "eval_map_medium": 0.1638, | |
| "eval_map_motorbike": 0.1219, | |
| "eval_map_small": 0.0144, | |
| "eval_mar_1": 0.1504, | |
| "eval_mar_10": 0.3294, | |
| "eval_mar_100": 0.3756, | |
| "eval_mar_100_bus": 0.4699, | |
| "eval_mar_100_car": 0.3745, | |
| "eval_mar_100_container": 0.4104, | |
| "eval_mar_100_motorbike": 0.2477, | |
| "eval_mar_large": 0.6317, | |
| "eval_mar_medium": 0.3567, | |
| "eval_mar_small": 0.07, | |
| "eval_runtime": 109.6617, | |
| "eval_samples_per_second": 21.001, | |
| "eval_steps_per_second": 2.626, | |
| "step": 9220 | |
| }, | |
| { | |
| "epoch": 4.1214750542299345, | |
| "grad_norm": 15890.3359375, | |
| "learning_rate": 9.884270173273174e-05, | |
| "loss": 1.5972, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.3383947939262475, | |
| "grad_norm": 26849.8046875, | |
| "learning_rate": 9.871807737608682e-05, | |
| "loss": 1.5947, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.55531453362256, | |
| "grad_norm": 17527.794921875, | |
| "learning_rate": 9.858716837277515e-05, | |
| "loss": 1.5719, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.7722342733188725, | |
| "grad_norm": 27437.568359375, | |
| "learning_rate": 9.844999161009761e-05, | |
| "loss": 1.5632, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.989154013015185, | |
| "grad_norm": 8879.484375, | |
| "learning_rate": 9.830685786294999e-05, | |
| "loss": 1.552, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 1.52571439743042, | |
| "eval_map": 0.2026, | |
| "eval_map_50": 0.4239, | |
| "eval_map_75": 0.1723, | |
| "eval_map_bus": 0.1926, | |
| "eval_map_car": 0.2487, | |
| "eval_map_container": 0.2421, | |
| "eval_map_large": 0.4281, | |
| "eval_map_medium": 0.1671, | |
| "eval_map_motorbike": 0.1269, | |
| "eval_map_small": 0.0163, | |
| "eval_mar_1": 0.1528, | |
| "eval_mar_10": 0.3307, | |
| "eval_mar_100": 0.3791, | |
| "eval_mar_100_bus": 0.4657, | |
| "eval_mar_100_car": 0.3765, | |
| "eval_mar_100_container": 0.4165, | |
| "eval_mar_100_motorbike": 0.2577, | |
| "eval_mar_large": 0.6259, | |
| "eval_mar_medium": 0.3542, | |
| "eval_mar_small": 0.0996, | |
| "eval_runtime": 113.4379, | |
| "eval_samples_per_second": 20.302, | |
| "eval_steps_per_second": 2.539, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 5.206073752711497, | |
| "grad_norm": 16417.5234375, | |
| "learning_rate": 9.815721191945502e-05, | |
| "loss": 1.5611, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.422993492407809, | |
| "grad_norm": 5270.97802734375, | |
| "learning_rate": 9.800135368110628e-05, | |
| "loss": 1.551, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.639913232104122, | |
| "grad_norm": 12491.1376953125, | |
| "learning_rate": 9.783930325366346e-05, | |
| "loss": 1.5441, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.856832971800434, | |
| "grad_norm": 6461.4892578125, | |
| "learning_rate": 9.767176669323077e-05, | |
| "loss": 1.5478, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 1.5407626628875732, | |
| "eval_map": 0.1996, | |
| "eval_map_50": 0.424, | |
| "eval_map_75": 0.164, | |
| "eval_map_bus": 0.1989, | |
| "eval_map_car": 0.2419, | |
| "eval_map_container": 0.2416, | |
| "eval_map_large": 0.4241, | |
| "eval_map_medium": 0.1588, | |
| "eval_map_motorbike": 0.1162, | |
| "eval_map_small": 0.0161, | |
| "eval_mar_1": 0.1529, | |
| "eval_mar_10": 0.3225, | |
| "eval_mar_100": 0.37, | |
| "eval_mar_100_bus": 0.4587, | |
| "eval_mar_100_car": 0.3579, | |
| "eval_mar_100_container": 0.4178, | |
| "eval_mar_100_motorbike": 0.2455, | |
| "eval_mar_large": 0.6196, | |
| "eval_mar_medium": 0.3413, | |
| "eval_mar_small": 0.0782, | |
| "eval_runtime": 112.8265, | |
| "eval_samples_per_second": 20.412, | |
| "eval_steps_per_second": 2.553, | |
| "step": 13830 | |
| }, | |
| { | |
| "epoch": 6.073752711496746, | |
| "grad_norm": 4583.74365234375, | |
| "learning_rate": 9.749741995141488e-05, | |
| "loss": 1.5571, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.290672451193059, | |
| "grad_norm": 6658.3671875, | |
| "learning_rate": 9.731694602810796e-05, | |
| "loss": 1.5572, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.507592190889371, | |
| "grad_norm": 7703.2578125, | |
| "learning_rate": 9.713036820450053e-05, | |
| "loss": 1.547, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.724511930585683, | |
| "grad_norm": 16854.68359375, | |
| "learning_rate": 9.693771054918806e-05, | |
| "loss": 1.5371, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.941431670281996, | |
| "grad_norm": 22233.17578125, | |
| "learning_rate": 9.673899791506617e-05, | |
| "loss": 1.5026, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 1.473095178604126, | |
| "eval_map": 0.2228, | |
| "eval_map_50": 0.4631, | |
| "eval_map_75": 0.1881, | |
| "eval_map_bus": 0.2327, | |
| "eval_map_car": 0.2595, | |
| "eval_map_container": 0.2596, | |
| "eval_map_large": 0.4556, | |
| "eval_map_medium": 0.1862, | |
| "eval_map_motorbike": 0.1395, | |
| "eval_map_small": 0.0224, | |
| "eval_mar_1": 0.1628, | |
| "eval_mar_10": 0.3411, | |
| "eval_mar_100": 0.3918, | |
| "eval_mar_100_bus": 0.4761, | |
| "eval_mar_100_car": 0.3906, | |
| "eval_mar_100_container": 0.4347, | |
| "eval_mar_100_motorbike": 0.266, | |
| "eval_mar_large": 0.6375, | |
| "eval_mar_medium": 0.3684, | |
| "eval_mar_small": 0.1103, | |
| "eval_runtime": 110.9297, | |
| "eval_samples_per_second": 20.761, | |
| "eval_steps_per_second": 2.596, | |
| "step": 16135 | |
| }, | |
| { | |
| "epoch": 7.158351409978308, | |
| "grad_norm": 19154.3046875, | |
| "learning_rate": 9.653425593612456e-05, | |
| "loss": 1.5021, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.375271149674621, | |
| "grad_norm": 9528.267578125, | |
| "learning_rate": 9.63235110241402e-05, | |
| "loss": 1.5002, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.592190889370933, | |
| "grad_norm": 15413.521484375, | |
| "learning_rate": 9.610679036527032e-05, | |
| "loss": 1.4903, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.809110629067245, | |
| "grad_norm": 8371.5927734375, | |
| "learning_rate": 9.588457317037219e-05, | |
| "loss": 1.4959, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 1.450566291809082, | |
| "eval_map": 0.2326, | |
| "eval_map_50": 0.4723, | |
| "eval_map_75": 0.2016, | |
| "eval_map_bus": 0.2383, | |
| "eval_map_car": 0.2738, | |
| "eval_map_container": 0.2721, | |
| "eval_map_large": 0.4815, | |
| "eval_map_medium": 0.1948, | |
| "eval_map_motorbike": 0.146, | |
| "eval_map_small": 0.02, | |
| "eval_mar_1": 0.1679, | |
| "eval_mar_10": 0.3488, | |
| "eval_mar_100": 0.3983, | |
| "eval_mar_100_bus": 0.4799, | |
| "eval_mar_100_car": 0.4008, | |
| "eval_mar_100_container": 0.4372, | |
| "eval_mar_100_motorbike": 0.2752, | |
| "eval_mar_large": 0.6462, | |
| "eval_mar_medium": 0.3758, | |
| "eval_mar_small": 0.1042, | |
| "eval_runtime": 111.6404, | |
| "eval_samples_per_second": 20.629, | |
| "eval_steps_per_second": 2.58, | |
| "step": 18440 | |
| }, | |
| { | |
| "epoch": 8.026030368763557, | |
| "grad_norm": 7741.39892578125, | |
| "learning_rate": 9.565599746504495e-05, | |
| "loss": 1.4911, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 8.242950108459869, | |
| "grad_norm": 12290.6552734375, | |
| "learning_rate": 9.542153212228251e-05, | |
| "loss": 1.4937, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.459869848156183, | |
| "grad_norm": 11567.1787109375, | |
| "learning_rate": 9.518120738818473e-05, | |
| "loss": 1.5119, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.676789587852495, | |
| "grad_norm": 25120.248046875, | |
| "learning_rate": 9.493555236671335e-05, | |
| "loss": 1.4841, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.893709327548807, | |
| "grad_norm": 6134.39599609375, | |
| "learning_rate": 9.468361416878137e-05, | |
| "loss": 1.4923, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 1.4423633813858032, | |
| "eval_map": 0.2329, | |
| "eval_map_50": 0.4795, | |
| "eval_map_75": 0.2007, | |
| "eval_map_bus": 0.2454, | |
| "eval_map_car": 0.27, | |
| "eval_map_container": 0.2706, | |
| "eval_map_large": 0.4755, | |
| "eval_map_medium": 0.194, | |
| "eval_map_motorbike": 0.1455, | |
| "eval_map_small": 0.025, | |
| "eval_mar_1": 0.1668, | |
| "eval_mar_10": 0.3462, | |
| "eval_mar_100": 0.3973, | |
| "eval_mar_100_bus": 0.4772, | |
| "eval_mar_100_car": 0.4004, | |
| "eval_mar_100_container": 0.4375, | |
| "eval_mar_100_motorbike": 0.2741, | |
| "eval_mar_large": 0.6412, | |
| "eval_mar_medium": 0.3766, | |
| "eval_mar_small": 0.1091, | |
| "eval_runtime": 112.7615, | |
| "eval_samples_per_second": 20.424, | |
| "eval_steps_per_second": 2.554, | |
| "step": 20745 | |
| }, | |
| { | |
| "epoch": 9.11062906724512, | |
| "grad_norm": 32511.9609375, | |
| "learning_rate": 9.442591177115253e-05, | |
| "loss": 1.4782, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.327548806941431, | |
| "grad_norm": 11596.8134765625, | |
| "learning_rate": 9.41630109812504e-05, | |
| "loss": 1.4803, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.544468546637743, | |
| "grad_norm": 6854.0498046875, | |
| "learning_rate": 9.389389201412557e-05, | |
| "loss": 1.4894, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.761388286334057, | |
| "grad_norm": 6358.80908203125, | |
| "learning_rate": 9.361911072169985e-05, | |
| "loss": 1.5033, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.97830802603037, | |
| "grad_norm": 3667.44677734375, | |
| "learning_rate": 9.333870255084278e-05, | |
| "loss": 1.4813, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 1.441864252090454, | |
| "eval_map": 0.2347, | |
| "eval_map_50": 0.4795, | |
| "eval_map_75": 0.2034, | |
| "eval_map_bus": 0.2558, | |
| "eval_map_car": 0.2691, | |
| "eval_map_container": 0.2689, | |
| "eval_map_large": 0.4789, | |
| "eval_map_medium": 0.1962, | |
| "eval_map_motorbike": 0.1452, | |
| "eval_map_small": 0.0219, | |
| "eval_mar_1": 0.1701, | |
| "eval_mar_10": 0.3484, | |
| "eval_mar_100": 0.3954, | |
| "eval_mar_100_bus": 0.4847, | |
| "eval_mar_100_car": 0.3916, | |
| "eval_mar_100_container": 0.434, | |
| "eval_mar_100_motorbike": 0.2714, | |
| "eval_mar_large": 0.6499, | |
| "eval_mar_medium": 0.3714, | |
| "eval_mar_small": 0.0978, | |
| "eval_runtime": 114.4896, | |
| "eval_samples_per_second": 20.115, | |
| "eval_steps_per_second": 2.516, | |
| "step": 23050 | |
| }, | |
| { | |
| "epoch": 10.195227765726681, | |
| "grad_norm": 6613.9287109375, | |
| "learning_rate": 9.305270367429292e-05, | |
| "loss": 1.4713, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.412147505422993, | |
| "grad_norm": 16454.421875, | |
| "learning_rate": 9.27611509859916e-05, | |
| "loss": 1.4608, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.629067245119305, | |
| "grad_norm": 8706.1943359375, | |
| "learning_rate": 9.246468171391835e-05, | |
| "loss": 1.4732, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.845986984815617, | |
| "grad_norm": 4838.7392578125, | |
| "learning_rate": 9.216214586190261e-05, | |
| "loss": 1.4833, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_loss": 1.4288930892944336, | |
| "eval_map": 0.2451, | |
| "eval_map_50": 0.4962, | |
| "eval_map_75": 0.2143, | |
| "eval_map_bus": 0.2705, | |
| "eval_map_car": 0.2791, | |
| "eval_map_container": 0.2843, | |
| "eval_map_large": 0.5032, | |
| "eval_map_medium": 0.2044, | |
| "eval_map_motorbike": 0.1465, | |
| "eval_map_small": 0.0243, | |
| "eval_mar_1": 0.1738, | |
| "eval_mar_10": 0.3561, | |
| "eval_mar_100": 0.4058, | |
| "eval_mar_100_bus": 0.5024, | |
| "eval_mar_100_car": 0.4023, | |
| "eval_mar_100_container": 0.4454, | |
| "eval_mar_100_motorbike": 0.2732, | |
| "eval_mar_large": 0.6609, | |
| "eval_mar_medium": 0.3869, | |
| "eval_mar_small": 0.1005, | |
| "eval_runtime": 111.8693, | |
| "eval_samples_per_second": 20.587, | |
| "eval_steps_per_second": 2.574, | |
| "step": 25355 | |
| }, | |
| { | |
| "epoch": 11.062906724511931, | |
| "grad_norm": 5249.5126953125, | |
| "learning_rate": 9.185417108036163e-05, | |
| "loss": 1.4815, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 11.279826464208243, | |
| "grad_norm": 7979.5078125, | |
| "learning_rate": 9.154079709813505e-05, | |
| "loss": 1.4599, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.496746203904555, | |
| "grad_norm": 24827.08203125, | |
| "learning_rate": 9.122206434056104e-05, | |
| "loss": 1.4527, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.713665943600867, | |
| "grad_norm": 13943.88671875, | |
| "learning_rate": 9.08980139242614e-05, | |
| "loss": 1.4506, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.93058568329718, | |
| "grad_norm": 19058.4140625, | |
| "learning_rate": 9.056868765183752e-05, | |
| "loss": 1.444, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 1.4114290475845337, | |
| "eval_map": 0.2497, | |
| "eval_map_50": 0.5054, | |
| "eval_map_75": 0.2185, | |
| "eval_map_bus": 0.2717, | |
| "eval_map_car": 0.2836, | |
| "eval_map_container": 0.2905, | |
| "eval_map_large": 0.5069, | |
| "eval_map_medium": 0.2101, | |
| "eval_map_motorbike": 0.1532, | |
| "eval_map_small": 0.0247, | |
| "eval_mar_1": 0.175, | |
| "eval_mar_10": 0.358, | |
| "eval_mar_100": 0.4062, | |
| "eval_mar_100_bus": 0.4934, | |
| "eval_mar_100_car": 0.4052, | |
| "eval_mar_100_container": 0.4483, | |
| "eval_mar_100_motorbike": 0.278, | |
| "eval_mar_large": 0.658, | |
| "eval_mar_medium": 0.384, | |
| "eval_mar_small": 0.1037, | |
| "eval_runtime": 111.8412, | |
| "eval_samples_per_second": 20.592, | |
| "eval_steps_per_second": 2.575, | |
| "step": 27660 | |
| }, | |
| { | |
| "epoch": 12.147505422993492, | |
| "grad_norm": 20425.599609375, | |
| "learning_rate": 9.023412800647782e-05, | |
| "loss": 1.4346, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 12.364425162689805, | |
| "grad_norm": 20580.5859375, | |
| "learning_rate": 8.989506279701155e-05, | |
| "loss": 1.436, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.581344902386117, | |
| "grad_norm": 5153.2529296875, | |
| "learning_rate": 8.955017679879593e-05, | |
| "loss": 1.4358, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.79826464208243, | |
| "grad_norm": 20761.373046875, | |
| "learning_rate": 8.920018881585156e-05, | |
| "loss": 1.4389, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_loss": 1.4145116806030273, | |
| "eval_map": 0.2491, | |
| "eval_map_50": 0.5044, | |
| "eval_map_75": 0.2154, | |
| "eval_map_bus": 0.2809, | |
| "eval_map_car": 0.2703, | |
| "eval_map_container": 0.2931, | |
| "eval_map_large": 0.5069, | |
| "eval_map_medium": 0.2081, | |
| "eval_map_motorbike": 0.152, | |
| "eval_map_small": 0.0243, | |
| "eval_mar_1": 0.1778, | |
| "eval_mar_10": 0.3591, | |
| "eval_mar_100": 0.4036, | |
| "eval_mar_100_bus": 0.5021, | |
| "eval_mar_100_car": 0.3905, | |
| "eval_mar_100_container": 0.4506, | |
| "eval_mar_100_motorbike": 0.2712, | |
| "eval_mar_large": 0.6548, | |
| "eval_mar_medium": 0.3811, | |
| "eval_mar_small": 0.0958, | |
| "eval_runtime": 113.291, | |
| "eval_samples_per_second": 20.328, | |
| "eval_steps_per_second": 2.542, | |
| "step": 29965 | |
| }, | |
| { | |
| "epoch": 13.015184381778742, | |
| "grad_norm": 2281.438232421875, | |
| "learning_rate": 8.884585910276008e-05, | |
| "loss": 1.4451, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 13.232104121475054, | |
| "grad_norm": 4104.1279296875, | |
| "learning_rate": 8.848581322428806e-05, | |
| "loss": 1.4493, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.449023861171366, | |
| "grad_norm": 4472.2119140625, | |
| "learning_rate": 8.812080266430921e-05, | |
| "loss": 1.4535, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.66594360086768, | |
| "grad_norm": 2972.729248046875, | |
| "learning_rate": 8.775161924175216e-05, | |
| "loss": 1.4399, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.882863340563992, | |
| "grad_norm": 2877.804443359375, | |
| "learning_rate": 8.737683090425208e-05, | |
| "loss": 1.4721, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_loss": 1.425186276435852, | |
| "eval_map": 0.2426, | |
| "eval_map_50": 0.4967, | |
| "eval_map_75": 0.2135, | |
| "eval_map_bus": 0.2701, | |
| "eval_map_car": 0.2734, | |
| "eval_map_container": 0.2865, | |
| "eval_map_large": 0.5026, | |
| "eval_map_medium": 0.1982, | |
| "eval_map_motorbike": 0.1402, | |
| "eval_map_small": 0.0224, | |
| "eval_mar_1": 0.1728, | |
| "eval_mar_10": 0.3474, | |
| "eval_mar_100": 0.3944, | |
| "eval_mar_100_bus": 0.4776, | |
| "eval_mar_100_car": 0.3894, | |
| "eval_mar_100_container": 0.4408, | |
| "eval_mar_100_motorbike": 0.27, | |
| "eval_mar_large": 0.6479, | |
| "eval_mar_medium": 0.3668, | |
| "eval_mar_small": 0.1061, | |
| "eval_runtime": 114.1204, | |
| "eval_samples_per_second": 20.18, | |
| "eval_steps_per_second": 2.524, | |
| "step": 32270 | |
| }, | |
| { | |
| "epoch": 14.099783080260304, | |
| "grad_norm": 2141.58056640625, | |
| "learning_rate": 8.699722094429873e-05, | |
| "loss": 1.4556, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 14.316702819956616, | |
| "grad_norm": 3093.70166015625, | |
| "learning_rate": 8.661283833169138e-05, | |
| "loss": 1.4435, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.533622559652928, | |
| "grad_norm": 10697.4072265625, | |
| "learning_rate": 8.622373265190294e-05, | |
| "loss": 1.4338, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.750542299349242, | |
| "grad_norm": 4543.31982421875, | |
| "learning_rate": 8.582995409968335e-05, | |
| "loss": 1.4138, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.967462039045554, | |
| "grad_norm": 8605.0224609375, | |
| "learning_rate": 8.543155347258457e-05, | |
| "loss": 1.4151, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_loss": 1.38901686668396, | |
| "eval_map": 0.257, | |
| "eval_map_50": 0.5144, | |
| "eval_map_75": 0.2303, | |
| "eval_map_bus": 0.2907, | |
| "eval_map_car": 0.284, | |
| "eval_map_container": 0.2968, | |
| "eval_map_large": 0.5145, | |
| "eval_map_medium": 0.2172, | |
| "eval_map_motorbike": 0.1563, | |
| "eval_map_small": 0.0218, | |
| "eval_mar_1": 0.1789, | |
| "eval_mar_10": 0.3604, | |
| "eval_mar_100": 0.4054, | |
| "eval_mar_100_bus": 0.4884, | |
| "eval_mar_100_car": 0.4023, | |
| "eval_mar_100_container": 0.4466, | |
| "eval_mar_100_motorbike": 0.2845, | |
| "eval_mar_large": 0.6357, | |
| "eval_mar_medium": 0.3819, | |
| "eval_mar_small": 0.1104, | |
| "eval_runtime": 114.3602, | |
| "eval_samples_per_second": 20.138, | |
| "eval_steps_per_second": 2.518, | |
| "step": 34575 | |
| }, | |
| { | |
| "epoch": 15.184381778741866, | |
| "grad_norm": 8320.3056640625, | |
| "learning_rate": 8.502858216440758e-05, | |
| "loss": 1.4148, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 15.401301518438178, | |
| "grad_norm": 8899.4482421875, | |
| "learning_rate": 8.462109215857262e-05, | |
| "loss": 1.4098, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.61822125813449, | |
| "grad_norm": 5221.080078125, | |
| "learning_rate": 8.420996435565979e-05, | |
| "loss": 1.4055, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.835140997830802, | |
| "grad_norm": 2089.09375, | |
| "learning_rate": 8.379360400220391e-05, | |
| "loss": 1.4085, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_loss": 1.3738867044448853, | |
| "eval_map": 0.2624, | |
| "eval_map_50": 0.5264, | |
| "eval_map_75": 0.2343, | |
| "eval_map_bus": 0.2938, | |
| "eval_map_car": 0.2917, | |
| "eval_map_container": 0.3026, | |
| "eval_map_large": 0.5278, | |
| "eval_map_medium": 0.2188, | |
| "eval_map_motorbike": 0.1615, | |
| "eval_map_small": 0.0266, | |
| "eval_mar_1": 0.1806, | |
| "eval_mar_10": 0.3683, | |
| "eval_mar_100": 0.42, | |
| "eval_mar_100_bus": 0.5113, | |
| "eval_mar_100_car": 0.4123, | |
| "eval_mar_100_container": 0.465, | |
| "eval_mar_100_motorbike": 0.2912, | |
| "eval_mar_large": 0.6689, | |
| "eval_mar_medium": 0.3994, | |
| "eval_mar_small": 0.1048, | |
| "eval_runtime": 113.9743, | |
| "eval_samples_per_second": 20.206, | |
| "eval_steps_per_second": 2.527, | |
| "step": 36880 | |
| }, | |
| { | |
| "epoch": 16.052060737527114, | |
| "grad_norm": 9751.138671875, | |
| "learning_rate": 8.337288426364522e-05, | |
| "loss": 1.4132, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 16.268980477223426, | |
| "grad_norm": 7289.64453125, | |
| "learning_rate": 8.294785941295685e-05, | |
| "loss": 1.4053, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 16.485900216919738, | |
| "grad_norm": 10739.8271484375, | |
| "learning_rate": 8.251858427847263e-05, | |
| "loss": 1.4095, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.702819956616054, | |
| "grad_norm": 6208.62158203125, | |
| "learning_rate": 8.20851142368143e-05, | |
| "loss": 1.3964, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.919739696312366, | |
| "grad_norm": 10748.8740234375, | |
| "learning_rate": 8.164838451708801e-05, | |
| "loss": 1.3936, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_loss": 1.3773220777511597, | |
| "eval_map": 0.2668, | |
| "eval_map_50": 0.5317, | |
| "eval_map_75": 0.2387, | |
| "eval_map_bus": 0.3055, | |
| "eval_map_car": 0.2917, | |
| "eval_map_container": 0.311, | |
| "eval_map_large": 0.5238, | |
| "eval_map_medium": 0.2246, | |
| "eval_map_motorbike": 0.1591, | |
| "eval_map_small": 0.0255, | |
| "eval_mar_1": 0.1833, | |
| "eval_mar_10": 0.3691, | |
| "eval_mar_100": 0.4148, | |
| "eval_mar_100_bus": 0.5058, | |
| "eval_mar_100_car": 0.4058, | |
| "eval_mar_100_container": 0.4589, | |
| "eval_mar_100_motorbike": 0.2889, | |
| "eval_mar_large": 0.6592, | |
| "eval_mar_medium": 0.393, | |
| "eval_mar_small": 0.1057, | |
| "eval_runtime": 114.4682, | |
| "eval_samples_per_second": 20.119, | |
| "eval_steps_per_second": 2.516, | |
| "step": 39185 | |
| }, | |
| { | |
| "epoch": 17.136659436008678, | |
| "grad_norm": 8642.4755859375, | |
| "learning_rate": 8.120670105669583e-05, | |
| "loss": 1.3972, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 17.35357917570499, | |
| "grad_norm": 22437.994140625, | |
| "learning_rate": 8.076099192246061e-05, | |
| "loss": 1.4012, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.570498915401302, | |
| "grad_norm": 6367.958984375, | |
| "learning_rate": 8.031131461099501e-05, | |
| "loss": 1.4144, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.787418655097614, | |
| "grad_norm": 27725.388671875, | |
| "learning_rate": 7.985772713080777e-05, | |
| "loss": 1.4062, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_loss": 1.3631058931350708, | |
| "eval_map": 0.2687, | |
| "eval_map_50": 0.5359, | |
| "eval_map_75": 0.2387, | |
| "eval_map_bus": 0.3014, | |
| "eval_map_car": 0.2967, | |
| "eval_map_container": 0.3116, | |
| "eval_map_large": 0.5344, | |
| "eval_map_medium": 0.226, | |
| "eval_map_motorbike": 0.165, | |
| "eval_map_small": 0.0249, | |
| "eval_mar_1": 0.1848, | |
| "eval_mar_10": 0.3696, | |
| "eval_mar_100": 0.4176, | |
| "eval_mar_100_bus": 0.5015, | |
| "eval_mar_100_car": 0.4178, | |
| "eval_mar_100_container": 0.4559, | |
| "eval_mar_100_motorbike": 0.2953, | |
| "eval_mar_large": 0.6661, | |
| "eval_mar_medium": 0.3957, | |
| "eval_mar_small": 0.1045, | |
| "eval_runtime": 115.6328, | |
| "eval_samples_per_second": 19.916, | |
| "eval_steps_per_second": 2.491, | |
| "step": 41490 | |
| }, | |
| { | |
| "epoch": 18.004338394793926, | |
| "grad_norm": 7504.40625, | |
| "learning_rate": 7.940120667790506e-05, | |
| "loss": 1.3951, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 18.22125813449024, | |
| "grad_norm": 10632.771484375, | |
| "learning_rate": 7.893998242197806e-05, | |
| "loss": 1.4015, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 18.43817787418655, | |
| "grad_norm": 3698.81298828125, | |
| "learning_rate": 7.84750248995952e-05, | |
| "loss": 1.3926, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.655097613882862, | |
| "grad_norm": 20440.525390625, | |
| "learning_rate": 7.800639409041694e-05, | |
| "loss": 1.4003, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.872017353579174, | |
| "grad_norm": 15015.9267578125, | |
| "learning_rate": 7.753415044795898e-05, | |
| "loss": 1.3825, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_loss": 1.3476593494415283, | |
| "eval_map": 0.2706, | |
| "eval_map_50": 0.5411, | |
| "eval_map_75": 0.2421, | |
| "eval_map_bus": 0.3013, | |
| "eval_map_car": 0.3005, | |
| "eval_map_container": 0.3143, | |
| "eval_map_large": 0.5328, | |
| "eval_map_medium": 0.232, | |
| "eval_map_motorbike": 0.1661, | |
| "eval_map_small": 0.0256, | |
| "eval_mar_1": 0.1835, | |
| "eval_mar_10": 0.3693, | |
| "eval_mar_100": 0.421, | |
| "eval_mar_100_bus": 0.4967, | |
| "eval_mar_100_car": 0.4221, | |
| "eval_mar_100_container": 0.4661, | |
| "eval_mar_100_motorbike": 0.2991, | |
| "eval_mar_large": 0.6464, | |
| "eval_mar_medium": 0.3959, | |
| "eval_mar_small": 0.1243, | |
| "eval_runtime": 114.676, | |
| "eval_samples_per_second": 20.083, | |
| "eval_steps_per_second": 2.511, | |
| "step": 43795 | |
| }, | |
| { | |
| "epoch": 19.088937093275486, | |
| "grad_norm": 23474.3359375, | |
| "learning_rate": 7.705835489179352e-05, | |
| "loss": 1.3803, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 19.305856832971802, | |
| "grad_norm": 14476.4375, | |
| "learning_rate": 7.657906879969072e-05, | |
| "loss": 1.3718, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 19.522776572668114, | |
| "grad_norm": 21769.71875, | |
| "learning_rate": 7.609635399970097e-05, | |
| "loss": 1.3739, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.739696312364426, | |
| "grad_norm": 16376.3427734375, | |
| "learning_rate": 7.56112482427524e-05, | |
| "loss": 1.3751, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.95661605206074, | |
| "grad_norm": 8047.681640625, | |
| "learning_rate": 7.51228518291386e-05, | |
| "loss": 1.3704, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_loss": 1.3514395952224731, | |
| "eval_map": 0.2736, | |
| "eval_map_50": 0.5439, | |
| "eval_map_75": 0.2437, | |
| "eval_map_bus": 0.3137, | |
| "eval_map_car": 0.3013, | |
| "eval_map_container": 0.3152, | |
| "eval_map_large": 0.5431, | |
| "eval_map_medium": 0.2335, | |
| "eval_map_motorbike": 0.1642, | |
| "eval_map_small": 0.0268, | |
| "eval_mar_1": 0.1861, | |
| "eval_mar_10": 0.3721, | |
| "eval_mar_100": 0.4213, | |
| "eval_mar_100_bus": 0.5033, | |
| "eval_mar_100_car": 0.4247, | |
| "eval_mar_100_container": 0.468, | |
| "eval_mar_100_motorbike": 0.2892, | |
| "eval_mar_large": 0.66, | |
| "eval_mar_medium": 0.3999, | |
| "eval_mar_small": 0.1239, | |
| "eval_runtime": 113.7146, | |
| "eval_samples_per_second": 20.252, | |
| "eval_steps_per_second": 2.533, | |
| "step": 46100 | |
| }, | |
| { | |
| "epoch": 20.17353579175705, | |
| "grad_norm": 6952.75634765625, | |
| "learning_rate": 7.463023909270814e-05, | |
| "loss": 1.3831, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 20.390455531453362, | |
| "grad_norm": 4949.50146484375, | |
| "learning_rate": 7.413444904801033e-05, | |
| "loss": 1.3736, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 20.607375271149674, | |
| "grad_norm": 13462.2197265625, | |
| "learning_rate": 7.363554565211042e-05, | |
| "loss": 1.3757, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.824295010845987, | |
| "grad_norm": 11438.8916015625, | |
| "learning_rate": 7.313359326369684e-05, | |
| "loss": 1.3847, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_loss": 1.3405940532684326, | |
| "eval_map": 0.2773, | |
| "eval_map_50": 0.548, | |
| "eval_map_75": 0.2525, | |
| "eval_map_bus": 0.3134, | |
| "eval_map_car": 0.3109, | |
| "eval_map_container": 0.3142, | |
| "eval_map_large": 0.5483, | |
| "eval_map_medium": 0.2389, | |
| "eval_map_motorbike": 0.1707, | |
| "eval_map_small": 0.0339, | |
| "eval_mar_1": 0.1878, | |
| "eval_mar_10": 0.3785, | |
| "eval_mar_100": 0.4315, | |
| "eval_mar_100_bus": 0.5139, | |
| "eval_mar_100_car": 0.4344, | |
| "eval_mar_100_container": 0.4725, | |
| "eval_mar_100_motorbike": 0.3051, | |
| "eval_mar_large": 0.6629, | |
| "eval_mar_medium": 0.4104, | |
| "eval_mar_small": 0.1327, | |
| "eval_runtime": 113.9783, | |
| "eval_samples_per_second": 20.206, | |
| "eval_steps_per_second": 2.527, | |
| "step": 48405 | |
| }, | |
| { | |
| "epoch": 21.0412147505423, | |
| "grad_norm": 5165.931640625, | |
| "learning_rate": 7.262865663477902e-05, | |
| "loss": 1.3741, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 21.25813449023861, | |
| "grad_norm": 22676.916015625, | |
| "learning_rate": 7.21208009023343e-05, | |
| "loss": 1.3723, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 21.475054229934923, | |
| "grad_norm": 16659.28515625, | |
| "learning_rate": 7.161009157990521e-05, | |
| "loss": 1.3684, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 21.691973969631235, | |
| "grad_norm": 36924.6015625, | |
| "learning_rate": 7.109659454914833e-05, | |
| "loss": 1.3559, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.90889370932755, | |
| "grad_norm": 17127.916015625, | |
| "learning_rate": 7.058141116015095e-05, | |
| "loss": 1.3711, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_loss": 1.329733967781067, | |
| "eval_map": 0.2789, | |
| "eval_map_50": 0.5529, | |
| "eval_map_75": 0.2536, | |
| "eval_map_bus": 0.3151, | |
| "eval_map_car": 0.3087, | |
| "eval_map_container": 0.3189, | |
| "eval_map_large": 0.5527, | |
| "eval_map_medium": 0.2377, | |
| "eval_map_motorbike": 0.1728, | |
| "eval_map_small": 0.0291, | |
| "eval_mar_1": 0.1862, | |
| "eval_mar_10": 0.3778, | |
| "eval_mar_100": 0.4288, | |
| "eval_mar_100_bus": 0.5073, | |
| "eval_mar_100_car": 0.4286, | |
| "eval_mar_100_container": 0.4753, | |
| "eval_mar_100_motorbike": 0.3041, | |
| "eval_mar_large": 0.6636, | |
| "eval_mar_medium": 0.4064, | |
| "eval_mar_small": 0.1326, | |
| "eval_runtime": 114.0898, | |
| "eval_samples_per_second": 20.186, | |
| "eval_steps_per_second": 2.524, | |
| "step": 50710 | |
| }, | |
| { | |
| "epoch": 22.125813449023862, | |
| "grad_norm": 20025.771484375, | |
| "learning_rate": 7.006254303068497e-05, | |
| "loss": 1.3614, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 22.342733188720175, | |
| "grad_norm": 15083.662109375, | |
| "learning_rate": 6.954108682712056e-05, | |
| "loss": 1.3679, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 22.559652928416487, | |
| "grad_norm": 26199.78125, | |
| "learning_rate": 6.901710981746509e-05, | |
| "loss": 1.3535, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.7765726681128, | |
| "grad_norm": 7781.2822265625, | |
| "learning_rate": 6.849173485857683e-05, | |
| "loss": 1.3682, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.99349240780911, | |
| "grad_norm": 10568.328125, | |
| "learning_rate": 6.796292403540774e-05, | |
| "loss": 1.3693, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_loss": 1.3302034139633179, | |
| "eval_map": 0.2779, | |
| "eval_map_50": 0.5488, | |
| "eval_map_75": 0.2495, | |
| "eval_map_bus": 0.3107, | |
| "eval_map_car": 0.3079, | |
| "eval_map_container": 0.32, | |
| "eval_map_large": 0.5462, | |
| "eval_map_medium": 0.2358, | |
| "eval_map_motorbike": 0.1728, | |
| "eval_map_small": 0.0283, | |
| "eval_mar_1": 0.1869, | |
| "eval_mar_10": 0.378, | |
| "eval_mar_100": 0.4313, | |
| "eval_mar_100_bus": 0.5203, | |
| "eval_mar_100_car": 0.4265, | |
| "eval_mar_100_container": 0.4718, | |
| "eval_mar_100_motorbike": 0.3068, | |
| "eval_mar_large": 0.6569, | |
| "eval_mar_medium": 0.4084, | |
| "eval_mar_small": 0.1338, | |
| "eval_runtime": 114.703, | |
| "eval_samples_per_second": 20.078, | |
| "eval_steps_per_second": 2.511, | |
| "step": 53015 | |
| }, | |
| { | |
| "epoch": 23.210412147505423, | |
| "grad_norm": 32113.388671875, | |
| "learning_rate": 6.743179598962347e-05, | |
| "loss": 1.3628, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 23.427331887201735, | |
| "grad_norm": 15862.0458984375, | |
| "learning_rate": 6.689841923690201e-05, | |
| "loss": 1.3597, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 23.644251626898047, | |
| "grad_norm": 10582.056640625, | |
| "learning_rate": 6.636500906051175e-05, | |
| "loss": 1.3635, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.86117136659436, | |
| "grad_norm": 11771.59375, | |
| "learning_rate": 6.58273498976812e-05, | |
| "loss": 1.3678, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_loss": 1.3459113836288452, | |
| "eval_map": 0.2734, | |
| "eval_map_50": 0.539, | |
| "eval_map_75": 0.2477, | |
| "eval_map_bus": 0.3079, | |
| "eval_map_car": 0.2993, | |
| "eval_map_container": 0.3169, | |
| "eval_map_large": 0.5452, | |
| "eval_map_medium": 0.2312, | |
| "eval_map_motorbike": 0.1696, | |
| "eval_map_small": 0.0277, | |
| "eval_mar_1": 0.1841, | |
| "eval_mar_10": 0.3742, | |
| "eval_mar_100": 0.4272, | |
| "eval_mar_100_bus": 0.5071, | |
| "eval_mar_100_car": 0.4191, | |
| "eval_mar_100_container": 0.4813, | |
| "eval_mar_100_motorbike": 0.3011, | |
| "eval_mar_large": 0.6656, | |
| "eval_mar_medium": 0.4043, | |
| "eval_mar_small": 0.1266, | |
| "eval_runtime": 115.6337, | |
| "eval_samples_per_second": 19.916, | |
| "eval_steps_per_second": 2.491, | |
| "step": 55320 | |
| }, | |
| { | |
| "epoch": 24.07809110629067, | |
| "grad_norm": 18562.78515625, | |
| "learning_rate": 6.528764900194297e-05, | |
| "loss": 1.3849, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 24.295010845986983, | |
| "grad_norm": 10382.9853515625, | |
| "learning_rate": 6.474597599487527e-05, | |
| "loss": 1.3632, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 24.5119305856833, | |
| "grad_norm": 11665.0673828125, | |
| "learning_rate": 6.420240075245931e-05, | |
| "loss": 1.3582, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 24.72885032537961, | |
| "grad_norm": 4384.60546875, | |
| "learning_rate": 6.365699339606521e-05, | |
| "loss": 1.3442, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.945770065075923, | |
| "grad_norm": 7771.29443359375, | |
| "learning_rate": 6.310982428340635e-05, | |
| "loss": 1.3554, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_loss": 1.3141295909881592, | |
| "eval_map": 0.2895, | |
| "eval_map_50": 0.5625, | |
| "eval_map_75": 0.2674, | |
| "eval_map_bus": 0.3275, | |
| "eval_map_car": 0.3135, | |
| "eval_map_container": 0.337, | |
| "eval_map_large": 0.5526, | |
| "eval_map_medium": 0.2503, | |
| "eval_map_motorbike": 0.1798, | |
| "eval_map_small": 0.0326, | |
| "eval_mar_1": 0.1904, | |
| "eval_mar_10": 0.3872, | |
| "eval_mar_100": 0.4387, | |
| "eval_mar_100_bus": 0.5216, | |
| "eval_mar_100_car": 0.4361, | |
| "eval_mar_100_container": 0.4857, | |
| "eval_mar_100_motorbike": 0.3112, | |
| "eval_mar_large": 0.6709, | |
| "eval_mar_medium": 0.4191, | |
| "eval_mar_small": 0.1254, | |
| "eval_runtime": 114.1019, | |
| "eval_samples_per_second": 20.184, | |
| "eval_steps_per_second": 2.524, | |
| "step": 57625 | |
| }, | |
| { | |
| "epoch": 25.162689804772235, | |
| "grad_norm": 11156.1474609375, | |
| "learning_rate": 6.25609639994632e-05, | |
| "loss": 1.3439, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 25.379609544468547, | |
| "grad_norm": 19446.05078125, | |
| "learning_rate": 6.201158587864379e-05, | |
| "loss": 1.3484, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 25.59652928416486, | |
| "grad_norm": 37928.94921875, | |
| "learning_rate": 6.145955889829366e-05, | |
| "loss": 1.3497, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 25.81344902386117, | |
| "grad_norm": 12394.7900390625, | |
| "learning_rate": 6.090605363139137e-05, | |
| "loss": 1.3444, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_loss": 1.3255101442337036, | |
| "eval_map": 0.2852, | |
| "eval_map_50": 0.5566, | |
| "eval_map_75": 0.2625, | |
| "eval_map_bus": 0.3259, | |
| "eval_map_car": 0.3115, | |
| "eval_map_container": 0.3282, | |
| "eval_map_large": 0.5484, | |
| "eval_map_medium": 0.2437, | |
| "eval_map_motorbike": 0.1754, | |
| "eval_map_small": 0.0312, | |
| "eval_mar_1": 0.1892, | |
| "eval_mar_10": 0.3827, | |
| "eval_mar_100": 0.4341, | |
| "eval_mar_100_bus": 0.5192, | |
| "eval_mar_100_car": 0.4338, | |
| "eval_mar_100_container": 0.477, | |
| "eval_mar_100_motorbike": 0.3065, | |
| "eval_mar_large": 0.672, | |
| "eval_mar_medium": 0.4146, | |
| "eval_mar_small": 0.1121, | |
| "eval_runtime": 114.2701, | |
| "eval_samples_per_second": 20.154, | |
| "eval_steps_per_second": 2.52, | |
| "step": 59930 | |
| }, | |
| { | |
| "epoch": 26.030368763557483, | |
| "grad_norm": 21555.208984375, | |
| "learning_rate": 6.035114148028319e-05, | |
| "loss": 1.3548, | |
| "step": 60000 | |
| }, | |
| { | |
| "epoch": 26.247288503253795, | |
| "grad_norm": 28509.6328125, | |
| "learning_rate": 5.979600780867037e-05, | |
| "loss": 1.3455, | |
| "step": 60500 | |
| }, | |
| { | |
| "epoch": 26.464208242950107, | |
| "grad_norm": 21676.015625, | |
| "learning_rate": 5.923849926827495e-05, | |
| "loss": 1.3445, | |
| "step": 61000 | |
| }, | |
| { | |
| "epoch": 26.68112798264642, | |
| "grad_norm": 25364.083984375, | |
| "learning_rate": 5.867979895868912e-05, | |
| "loss": 1.3463, | |
| "step": 61500 | |
| }, | |
| { | |
| "epoch": 26.89804772234273, | |
| "grad_norm": 9840.4853515625, | |
| "learning_rate": 5.811997895242124e-05, | |
| "loss": 1.3421, | |
| "step": 62000 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_loss": 1.3189969062805176, | |
| "eval_map": 0.2839, | |
| "eval_map_50": 0.5592, | |
| "eval_map_75": 0.2576, | |
| "eval_map_bus": 0.3208, | |
| "eval_map_car": 0.3134, | |
| "eval_map_container": 0.3251, | |
| "eval_map_large": 0.5548, | |
| "eval_map_medium": 0.2448, | |
| "eval_map_motorbike": 0.1765, | |
| "eval_map_small": 0.0266, | |
| "eval_mar_1": 0.1903, | |
| "eval_mar_10": 0.3816, | |
| "eval_mar_100": 0.4325, | |
| "eval_mar_100_bus": 0.5073, | |
| "eval_mar_100_car": 0.4453, | |
| "eval_mar_100_container": 0.4693, | |
| "eval_mar_100_motorbike": 0.3082, | |
| "eval_mar_large": 0.6654, | |
| "eval_mar_medium": 0.4114, | |
| "eval_mar_small": 0.1285, | |
| "eval_runtime": 114.9445, | |
| "eval_samples_per_second": 20.036, | |
| "eval_steps_per_second": 2.506, | |
| "step": 62235 | |
| }, | |
| { | |
| "epoch": 27.114967462039047, | |
| "grad_norm": 16236.349609375, | |
| "learning_rate": 5.7560234198709096e-05, | |
| "loss": 1.3567, | |
| "step": 62500 | |
| }, | |
| { | |
| "epoch": 27.33188720173536, | |
| "grad_norm": 16390.1328125, | |
| "learning_rate": 5.6998393463013776e-05, | |
| "loss": 1.3631, | |
| "step": 63000 | |
| }, | |
| { | |
| "epoch": 27.54880694143167, | |
| "grad_norm": 7639.146484375, | |
| "learning_rate": 5.643564993245218e-05, | |
| "loss": 1.353, | |
| "step": 63500 | |
| }, | |
| { | |
| "epoch": 27.765726681127983, | |
| "grad_norm": 7254.7099609375, | |
| "learning_rate": 5.587207620110937e-05, | |
| "loss": 1.3587, | |
| "step": 64000 | |
| }, | |
| { | |
| "epoch": 27.982646420824295, | |
| "grad_norm": 26371.984375, | |
| "learning_rate": 5.5307744970166573e-05, | |
| "loss": 1.3477, | |
| "step": 64500 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_loss": 1.321735143661499, | |
| "eval_map": 0.2852, | |
| "eval_map_50": 0.5581, | |
| "eval_map_75": 0.2622, | |
| "eval_map_bus": 0.3238, | |
| "eval_map_car": 0.3113, | |
| "eval_map_container": 0.3256, | |
| "eval_map_large": 0.5491, | |
| "eval_map_medium": 0.2445, | |
| "eval_map_motorbike": 0.1801, | |
| "eval_map_small": 0.0268, | |
| "eval_mar_1": 0.188, | |
| "eval_mar_10": 0.3805, | |
| "eval_mar_100": 0.4326, | |
| "eval_mar_100_bus": 0.5124, | |
| "eval_mar_100_car": 0.4292, | |
| "eval_mar_100_container": 0.478, | |
| "eval_mar_100_motorbike": 0.3109, | |
| "eval_mar_large": 0.66, | |
| "eval_mar_medium": 0.4122, | |
| "eval_mar_small": 0.1297, | |
| "eval_runtime": 115.1063, | |
| "eval_samples_per_second": 20.008, | |
| "eval_steps_per_second": 2.502, | |
| "step": 64540 | |
| }, | |
| { | |
| "epoch": 28.199566160520607, | |
| "grad_norm": 13310.9052734375, | |
| "learning_rate": 5.474272903852271e-05, | |
| "loss": 1.3441, | |
| "step": 65000 | |
| }, | |
| { | |
| "epoch": 28.41648590021692, | |
| "grad_norm": 2977.188720703125, | |
| "learning_rate": 5.417823311099729e-05, | |
| "loss": 1.3369, | |
| "step": 65500 | |
| }, | |
| { | |
| "epoch": 28.63340563991323, | |
| "grad_norm": 5458.31396484375, | |
| "learning_rate": 5.361206752337853e-05, | |
| "loss": 1.3426, | |
| "step": 66000 | |
| }, | |
| { | |
| "epoch": 28.850325379609544, | |
| "grad_norm": 3358.320556640625, | |
| "learning_rate": 5.304543597796046e-05, | |
| "loss": 1.3577, | |
| "step": 66500 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_loss": 1.3080586194992065, | |
| "eval_map": 0.2881, | |
| "eval_map_50": 0.5656, | |
| "eval_map_75": 0.2638, | |
| "eval_map_bus": 0.3304, | |
| "eval_map_car": 0.3142, | |
| "eval_map_container": 0.3312, | |
| "eval_map_large": 0.5512, | |
| "eval_map_medium": 0.2467, | |
| "eval_map_motorbike": 0.1766, | |
| "eval_map_small": 0.0267, | |
| "eval_mar_1": 0.1899, | |
| "eval_mar_10": 0.3833, | |
| "eval_mar_100": 0.4341, | |
| "eval_mar_100_bus": 0.5179, | |
| "eval_mar_100_car": 0.43, | |
| "eval_mar_100_container": 0.4776, | |
| "eval_mar_100_motorbike": 0.3109, | |
| "eval_mar_large": 0.6641, | |
| "eval_mar_medium": 0.4136, | |
| "eval_mar_small": 0.1252, | |
| "eval_runtime": 114.8879, | |
| "eval_samples_per_second": 20.046, | |
| "eval_steps_per_second": 2.507, | |
| "step": 66845 | |
| }, | |
| { | |
| "epoch": 29.067245119305856, | |
| "grad_norm": 12659.2099609375, | |
| "learning_rate": 5.2478411570383244e-05, | |
| "loss": 1.3436, | |
| "step": 67000 | |
| }, | |
| { | |
| "epoch": 29.284164859002168, | |
| "grad_norm": 2700.028076171875, | |
| "learning_rate": 5.191220240565011e-05, | |
| "loss": 1.3463, | |
| "step": 67500 | |
| }, | |
| { | |
| "epoch": 29.501084598698483, | |
| "grad_norm": 12202.7109375, | |
| "learning_rate": 5.134461217394917e-05, | |
| "loss": 1.3386, | |
| "step": 68000 | |
| }, | |
| { | |
| "epoch": 29.718004338394795, | |
| "grad_norm": 11113.21875, | |
| "learning_rate": 5.0776848486872474e-05, | |
| "loss": 1.3335, | |
| "step": 68500 | |
| }, | |
| { | |
| "epoch": 29.934924078091107, | |
| "grad_norm": 7475.49072265625, | |
| "learning_rate": 5.020898458610682e-05, | |
| "loss": 1.3362, | |
| "step": 69000 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_loss": 1.310318112373352, | |
| "eval_map": 0.288, | |
| "eval_map_50": 0.5656, | |
| "eval_map_75": 0.2622, | |
| "eval_map_bus": 0.3324, | |
| "eval_map_car": 0.3093, | |
| "eval_map_container": 0.3328, | |
| "eval_map_large": 0.5594, | |
| "eval_map_medium": 0.2476, | |
| "eval_map_motorbike": 0.1775, | |
| "eval_map_small": 0.0272, | |
| "eval_mar_1": 0.1908, | |
| "eval_mar_10": 0.383, | |
| "eval_mar_100": 0.4353, | |
| "eval_mar_100_bus": 0.5117, | |
| "eval_mar_100_car": 0.4331, | |
| "eval_mar_100_container": 0.4814, | |
| "eval_mar_100_motorbike": 0.3149, | |
| "eval_mar_large": 0.6702, | |
| "eval_mar_medium": 0.411, | |
| "eval_mar_small": 0.1275, | |
| "eval_runtime": 115.2354, | |
| "eval_samples_per_second": 19.985, | |
| "eval_steps_per_second": 2.499, | |
| "step": 69150 | |
| }, | |
| { | |
| "epoch": 30.15184381778742, | |
| "grad_norm": 12929.96875, | |
| "learning_rate": 4.9642229486198724e-05, | |
| "loss": 1.3372, | |
| "step": 69500 | |
| }, | |
| { | |
| "epoch": 30.36876355748373, | |
| "grad_norm": 10545.1923828125, | |
| "learning_rate": 4.9074384759668744e-05, | |
| "loss": 1.3335, | |
| "step": 70000 | |
| }, | |
| { | |
| "epoch": 30.585683297180044, | |
| "grad_norm": 6960.68310546875, | |
| "learning_rate": 4.850665943778378e-05, | |
| "loss": 1.3405, | |
| "step": 70500 | |
| }, | |
| { | |
| "epoch": 30.802603036876356, | |
| "grad_norm": 16920.470703125, | |
| "learning_rate": 4.793912675728147e-05, | |
| "loss": 1.3399, | |
| "step": 71000 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_loss": 1.3056919574737549, | |
| "eval_map": 0.2891, | |
| "eval_map_50": 0.5684, | |
| "eval_map_75": 0.2644, | |
| "eval_map_bus": 0.3291, | |
| "eval_map_car": 0.3136, | |
| "eval_map_container": 0.3346, | |
| "eval_map_large": 0.566, | |
| "eval_map_medium": 0.2482, | |
| "eval_map_motorbike": 0.1788, | |
| "eval_map_small": 0.0308, | |
| "eval_mar_1": 0.1914, | |
| "eval_mar_10": 0.3856, | |
| "eval_mar_100": 0.4356, | |
| "eval_mar_100_bus": 0.5217, | |
| "eval_mar_100_car": 0.435, | |
| "eval_mar_100_container": 0.4715, | |
| "eval_mar_100_motorbike": 0.3142, | |
| "eval_mar_large": 0.678, | |
| "eval_mar_medium": 0.4131, | |
| "eval_mar_small": 0.1303, | |
| "eval_runtime": 114.0811, | |
| "eval_samples_per_second": 20.187, | |
| "eval_steps_per_second": 2.525, | |
| "step": 71455 | |
| }, | |
| { | |
| "epoch": 31.019522776572668, | |
| "grad_norm": 7885.31982421875, | |
| "learning_rate": 4.73718599300487e-05, | |
| "loss": 1.3293, | |
| "step": 71500 | |
| }, | |
| { | |
| "epoch": 31.23644251626898, | |
| "grad_norm": 6155.576171875, | |
| "learning_rate": 4.680493213367716e-05, | |
| "loss": 1.3307, | |
| "step": 72000 | |
| }, | |
| { | |
| "epoch": 31.453362255965292, | |
| "grad_norm": 12137.0146484375, | |
| "learning_rate": 4.623841650202349e-05, | |
| "loss": 1.3276, | |
| "step": 72500 | |
| }, | |
| { | |
| "epoch": 31.670281995661604, | |
| "grad_norm": 15681.1962890625, | |
| "learning_rate": 4.5672386115774904e-05, | |
| "loss": 1.3183, | |
| "step": 73000 | |
| }, | |
| { | |
| "epoch": 31.887201735357916, | |
| "grad_norm": 20826.763671875, | |
| "learning_rate": 4.5106913993021883e-05, | |
| "loss": 1.326, | |
| "step": 73500 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_loss": 1.2957255840301514, | |
| "eval_map": 0.2917, | |
| "eval_map_50": 0.5725, | |
| "eval_map_75": 0.2679, | |
| "eval_map_bus": 0.3311, | |
| "eval_map_car": 0.3187, | |
| "eval_map_container": 0.3363, | |
| "eval_map_large": 0.559, | |
| "eval_map_medium": 0.2514, | |
| "eval_map_motorbike": 0.1808, | |
| "eval_map_small": 0.0368, | |
| "eval_mar_1": 0.1915, | |
| "eval_mar_10": 0.3864, | |
| "eval_mar_100": 0.4393, | |
| "eval_mar_100_bus": 0.5161, | |
| "eval_mar_100_car": 0.4399, | |
| "eval_mar_100_container": 0.4856, | |
| "eval_mar_100_motorbike": 0.3154, | |
| "eval_mar_large": 0.6778, | |
| "eval_mar_medium": 0.4159, | |
| "eval_mar_small": 0.1351, | |
| "eval_runtime": 112.6576, | |
| "eval_samples_per_second": 20.442, | |
| "eval_steps_per_second": 2.556, | |
| "step": 73760 | |
| }, | |
| { | |
| "epoch": 32.10412147505423, | |
| "grad_norm": 17197.775390625, | |
| "learning_rate": 4.454320208327262e-05, | |
| "loss": 1.3303, | |
| "step": 74000 | |
| }, | |
| { | |
| "epoch": 32.321041214750544, | |
| "grad_norm": 21979.078125, | |
| "learning_rate": 4.397906376349877e-05, | |
| "loss": 1.3182, | |
| "step": 74500 | |
| }, | |
| { | |
| "epoch": 32.53796095444685, | |
| "grad_norm": 11120.1962890625, | |
| "learning_rate": 4.341570214631434e-05, | |
| "loss": 1.3164, | |
| "step": 75000 | |
| }, | |
| { | |
| "epoch": 32.75488069414317, | |
| "grad_norm": 6189.1796875, | |
| "learning_rate": 4.285318990553778e-05, | |
| "loss": 1.3143, | |
| "step": 75500 | |
| }, | |
| { | |
| "epoch": 32.971800433839476, | |
| "grad_norm": 18750.640625, | |
| "learning_rate": 4.229272181774833e-05, | |
| "loss": 1.3187, | |
| "step": 76000 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_loss": 1.2895259857177734, | |
| "eval_map": 0.2974, | |
| "eval_map_50": 0.5776, | |
| "eval_map_75": 0.2758, | |
| "eval_map_bus": 0.3381, | |
| "eval_map_car": 0.3235, | |
| "eval_map_container": 0.3408, | |
| "eval_map_large": 0.5698, | |
| "eval_map_medium": 0.2581, | |
| "eval_map_motorbike": 0.1871, | |
| "eval_map_small": 0.0287, | |
| "eval_mar_1": 0.1936, | |
| "eval_mar_10": 0.3929, | |
| "eval_mar_100": 0.4434, | |
| "eval_mar_100_bus": 0.5274, | |
| "eval_mar_100_car": 0.4415, | |
| "eval_mar_100_container": 0.4849, | |
| "eval_mar_100_motorbike": 0.3198, | |
| "eval_mar_large": 0.6729, | |
| "eval_mar_medium": 0.4216, | |
| "eval_mar_small": 0.1412, | |
| "eval_runtime": 113.1455, | |
| "eval_samples_per_second": 20.354, | |
| "eval_steps_per_second": 2.545, | |
| "step": 76065 | |
| }, | |
| { | |
| "epoch": 33.18872017353579, | |
| "grad_norm": 28217.193359375, | |
| "learning_rate": 4.173212384261402e-05, | |
| "loss": 1.3211, | |
| "step": 76500 | |
| }, | |
| { | |
| "epoch": 33.40563991323211, | |
| "grad_norm": 15140.1513671875, | |
| "learning_rate": 4.1172592425996225e-05, | |
| "loss": 1.3108, | |
| "step": 77000 | |
| }, | |
| { | |
| "epoch": 33.622559652928416, | |
| "grad_norm": 16245.7314453125, | |
| "learning_rate": 4.061531534860906e-05, | |
| "loss": 1.3074, | |
| "step": 77500 | |
| }, | |
| { | |
| "epoch": 33.83947939262473, | |
| "grad_norm": 11151.5146484375, | |
| "learning_rate": 4.005813094796232e-05, | |
| "loss": 1.3335, | |
| "step": 78000 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_loss": 1.2928670644760132, | |
| "eval_map": 0.2955, | |
| "eval_map_50": 0.5764, | |
| "eval_map_75": 0.2743, | |
| "eval_map_bus": 0.339, | |
| "eval_map_car": 0.3213, | |
| "eval_map_container": 0.3375, | |
| "eval_map_large": 0.5708, | |
| "eval_map_medium": 0.2556, | |
| "eval_map_motorbike": 0.1843, | |
| "eval_map_small": 0.0306, | |
| "eval_mar_1": 0.1928, | |
| "eval_mar_10": 0.3899, | |
| "eval_mar_100": 0.442, | |
| "eval_mar_100_bus": 0.5158, | |
| "eval_mar_100_car": 0.4456, | |
| "eval_mar_100_container": 0.4873, | |
| "eval_mar_100_motorbike": 0.3194, | |
| "eval_mar_large": 0.6816, | |
| "eval_mar_medium": 0.4203, | |
| "eval_mar_small": 0.1343, | |
| "eval_runtime": 113.6061, | |
| "eval_samples_per_second": 20.272, | |
| "eval_steps_per_second": 2.535, | |
| "step": 78370 | |
| }, | |
| { | |
| "epoch": 34.05639913232104, | |
| "grad_norm": 6196.53125, | |
| "learning_rate": 3.950222905142011e-05, | |
| "loss": 1.3203, | |
| "step": 78500 | |
| }, | |
| { | |
| "epoch": 34.273318872017356, | |
| "grad_norm": 8838.4443359375, | |
| "learning_rate": 3.894768137049464e-05, | |
| "loss": 1.3181, | |
| "step": 79000 | |
| }, | |
| { | |
| "epoch": 34.490238611713664, | |
| "grad_norm": 18184.919921875, | |
| "learning_rate": 3.839455944200391e-05, | |
| "loss": 1.3205, | |
| "step": 79500 | |
| }, | |
| { | |
| "epoch": 34.70715835140998, | |
| "grad_norm": 18842.814453125, | |
| "learning_rate": 3.7842934618843426e-05, | |
| "loss": 1.3153, | |
| "step": 80000 | |
| }, | |
| { | |
| "epoch": 34.92407809110629, | |
| "grad_norm": 13190.8916015625, | |
| "learning_rate": 3.7292878060781644e-05, | |
| "loss": 1.3051, | |
| "step": 80500 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_loss": 1.2900042533874512, | |
| "eval_map": 0.296, | |
| "eval_map_50": 0.5787, | |
| "eval_map_75": 0.2742, | |
| "eval_map_bus": 0.3348, | |
| "eval_map_car": 0.3218, | |
| "eval_map_container": 0.3402, | |
| "eval_map_large": 0.5639, | |
| "eval_map_medium": 0.2572, | |
| "eval_map_motorbike": 0.1874, | |
| "eval_map_small": 0.0323, | |
| "eval_mar_1": 0.1922, | |
| "eval_mar_10": 0.3894, | |
| "eval_mar_100": 0.4397, | |
| "eval_mar_100_bus": 0.5183, | |
| "eval_mar_100_car": 0.4396, | |
| "eval_mar_100_container": 0.4799, | |
| "eval_mar_100_motorbike": 0.3212, | |
| "eval_mar_large": 0.6737, | |
| "eval_mar_medium": 0.4174, | |
| "eval_mar_small": 0.1411, | |
| "eval_runtime": 112.7, | |
| "eval_samples_per_second": 20.435, | |
| "eval_steps_per_second": 2.555, | |
| "step": 80675 | |
| }, | |
| { | |
| "epoch": 35.140997830802604, | |
| "grad_norm": 8913.3818359375, | |
| "learning_rate": 3.674446072528038e-05, | |
| "loss": 1.3126, | |
| "step": 81000 | |
| }, | |
| { | |
| "epoch": 35.35791757049891, | |
| "grad_norm": 15553.4130859375, | |
| "learning_rate": 3.619884501961284e-05, | |
| "loss": 1.3133, | |
| "step": 81500 | |
| }, | |
| { | |
| "epoch": 35.57483731019523, | |
| "grad_norm": 7857.3984375, | |
| "learning_rate": 3.565391451542974e-05, | |
| "loss": 1.3122, | |
| "step": 82000 | |
| }, | |
| { | |
| "epoch": 35.79175704989154, | |
| "grad_norm": 12758.6630859375, | |
| "learning_rate": 3.511191892675452e-05, | |
| "loss": 1.3155, | |
| "step": 82500 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_loss": 1.2911115884780884, | |
| "eval_map": 0.2962, | |
| "eval_map_50": 0.5795, | |
| "eval_map_75": 0.2712, | |
| "eval_map_bus": 0.3395, | |
| "eval_map_car": 0.3186, | |
| "eval_map_container": 0.3402, | |
| "eval_map_large": 0.5675, | |
| "eval_map_medium": 0.2557, | |
| "eval_map_motorbike": 0.1866, | |
| "eval_map_small": 0.03, | |
| "eval_mar_1": 0.1942, | |
| "eval_mar_10": 0.391, | |
| "eval_mar_100": 0.4423, | |
| "eval_mar_100_bus": 0.5222, | |
| "eval_mar_100_car": 0.4403, | |
| "eval_mar_100_container": 0.4859, | |
| "eval_mar_100_motorbike": 0.3209, | |
| "eval_mar_large": 0.6705, | |
| "eval_mar_medium": 0.4196, | |
| "eval_mar_small": 0.1422, | |
| "eval_runtime": 112.4497, | |
| "eval_samples_per_second": 20.48, | |
| "eval_steps_per_second": 2.561, | |
| "step": 82980 | |
| }, | |
| { | |
| "epoch": 36.00867678958785, | |
| "grad_norm": 2367.160400390625, | |
| "learning_rate": 3.457075586757238e-05, | |
| "loss": 1.3097, | |
| "step": 83000 | |
| }, | |
| { | |
| "epoch": 36.22559652928417, | |
| "grad_norm": 3832.09326171875, | |
| "learning_rate": 3.40326594982283e-05, | |
| "loss": 1.3186, | |
| "step": 83500 | |
| }, | |
| { | |
| "epoch": 36.44251626898048, | |
| "grad_norm": 3979.951416015625, | |
| "learning_rate": 3.3495542557672235e-05, | |
| "loss": 1.3404, | |
| "step": 84000 | |
| }, | |
| { | |
| "epoch": 36.65943600867679, | |
| "grad_norm": 4793.94384765625, | |
| "learning_rate": 3.2960554697101216e-05, | |
| "loss": 1.3213, | |
| "step": 84500 | |
| }, | |
| { | |
| "epoch": 36.8763557483731, | |
| "grad_norm": 9881.50390625, | |
| "learning_rate": 3.2427764930110524e-05, | |
| "loss": 1.321, | |
| "step": 85000 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_loss": 1.2855924367904663, | |
| "eval_map": 0.2944, | |
| "eval_map_50": 0.5775, | |
| "eval_map_75": 0.2692, | |
| "eval_map_bus": 0.3374, | |
| "eval_map_car": 0.3199, | |
| "eval_map_container": 0.3341, | |
| "eval_map_large": 0.5649, | |
| "eval_map_medium": 0.2541, | |
| "eval_map_motorbike": 0.1863, | |
| "eval_map_small": 0.0338, | |
| "eval_mar_1": 0.1918, | |
| "eval_mar_10": 0.3885, | |
| "eval_mar_100": 0.4412, | |
| "eval_mar_100_bus": 0.5225, | |
| "eval_mar_100_car": 0.4421, | |
| "eval_mar_100_container": 0.4788, | |
| "eval_mar_100_motorbike": 0.3215, | |
| "eval_mar_large": 0.6679, | |
| "eval_mar_medium": 0.4186, | |
| "eval_mar_small": 0.1388, | |
| "eval_runtime": 112.777, | |
| "eval_samples_per_second": 20.421, | |
| "eval_steps_per_second": 2.554, | |
| "step": 85285 | |
| }, | |
| { | |
| "epoch": 37.093275488069416, | |
| "grad_norm": 15542.7197265625, | |
| "learning_rate": 3.189724198674071e-05, | |
| "loss": 1.3171, | |
| "step": 85500 | |
| }, | |
| { | |
| "epoch": 37.310195227765725, | |
| "grad_norm": 3698.43017578125, | |
| "learning_rate": 3.136905430461136e-05, | |
| "loss": 1.3104, | |
| "step": 86000 | |
| }, | |
| { | |
| "epoch": 37.52711496746204, | |
| "grad_norm": 5524.0537109375, | |
| "learning_rate": 3.084327002009272e-05, | |
| "loss": 1.3068, | |
| "step": 86500 | |
| }, | |
| { | |
| "epoch": 37.74403470715835, | |
| "grad_norm": 5400.333984375, | |
| "learning_rate": 3.031995695951594e-05, | |
| "loss": 1.3093, | |
| "step": 87000 | |
| }, | |
| { | |
| "epoch": 37.960954446854664, | |
| "grad_norm": 11807.9365234375, | |
| "learning_rate": 2.9799182630423616e-05, | |
| "loss": 1.3085, | |
| "step": 87500 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_loss": 1.279981017112732, | |
| "eval_map": 0.2988, | |
| "eval_map_50": 0.5815, | |
| "eval_map_75": 0.2739, | |
| "eval_map_bus": 0.3469, | |
| "eval_map_car": 0.3222, | |
| "eval_map_container": 0.3386, | |
| "eval_map_large": 0.5778, | |
| "eval_map_medium": 0.259, | |
| "eval_map_motorbike": 0.1873, | |
| "eval_map_small": 0.0266, | |
| "eval_mar_1": 0.1945, | |
| "eval_mar_10": 0.3932, | |
| "eval_mar_100": 0.446, | |
| "eval_mar_100_bus": 0.536, | |
| "eval_mar_100_car": 0.4403, | |
| "eval_mar_100_container": 0.4869, | |
| "eval_mar_100_motorbike": 0.3207, | |
| "eval_mar_large": 0.6784, | |
| "eval_mar_medium": 0.4254, | |
| "eval_mar_small": 0.1346, | |
| "eval_runtime": 113.2741, | |
| "eval_samples_per_second": 20.331, | |
| "eval_steps_per_second": 2.543, | |
| "step": 87590 | |
| }, | |
| { | |
| "epoch": 38.17787418655097, | |
| "grad_norm": 31377.580078125, | |
| "learning_rate": 2.9281014212861156e-05, | |
| "loss": 1.3009, | |
| "step": 88000 | |
| }, | |
| { | |
| "epoch": 38.39479392624729, | |
| "grad_norm": 10812.712890625, | |
| "learning_rate": 2.876654683036693e-05, | |
| "loss": 1.3006, | |
| "step": 88500 | |
| }, | |
| { | |
| "epoch": 38.611713665943604, | |
| "grad_norm": 6770.5703125, | |
| "learning_rate": 2.8253784878082468e-05, | |
| "loss": 1.3049, | |
| "step": 89000 | |
| }, | |
| { | |
| "epoch": 38.82863340563991, | |
| "grad_norm": 3374.140625, | |
| "learning_rate": 2.7743828194103766e-05, | |
| "loss": 1.3096, | |
| "step": 89500 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_loss": 1.283420205116272, | |
| "eval_map": 0.2971, | |
| "eval_map_50": 0.582, | |
| "eval_map_75": 0.2753, | |
| "eval_map_bus": 0.3432, | |
| "eval_map_car": 0.3233, | |
| "eval_map_container": 0.3352, | |
| "eval_map_large": 0.5674, | |
| "eval_map_medium": 0.2568, | |
| "eval_map_motorbike": 0.1866, | |
| "eval_map_small": 0.0327, | |
| "eval_mar_1": 0.1923, | |
| "eval_mar_10": 0.3902, | |
| "eval_mar_100": 0.4413, | |
| "eval_mar_100_bus": 0.5224, | |
| "eval_mar_100_car": 0.4396, | |
| "eval_mar_100_container": 0.4819, | |
| "eval_mar_100_motorbike": 0.3212, | |
| "eval_mar_large": 0.6682, | |
| "eval_mar_medium": 0.4171, | |
| "eval_mar_small": 0.146, | |
| "eval_runtime": 113.4871, | |
| "eval_samples_per_second": 20.293, | |
| "eval_steps_per_second": 2.538, | |
| "step": 89895 | |
| }, | |
| { | |
| "epoch": 39.04555314533623, | |
| "grad_norm": 8068.66796875, | |
| "learning_rate": 2.7237753825406963e-05, | |
| "loss": 1.3144, | |
| "step": 90000 | |
| }, | |
| { | |
| "epoch": 39.26247288503254, | |
| "grad_norm": 3847.1201171875, | |
| "learning_rate": 2.67335987234038e-05, | |
| "loss": 1.309, | |
| "step": 90500 | |
| }, | |
| { | |
| "epoch": 39.47939262472885, | |
| "grad_norm": 3865.5576171875, | |
| "learning_rate": 2.623244499417857e-05, | |
| "loss": 1.3038, | |
| "step": 91000 | |
| }, | |
| { | |
| "epoch": 39.69631236442516, | |
| "grad_norm": 2421.161376953125, | |
| "learning_rate": 2.573435728671345e-05, | |
| "loss": 1.3103, | |
| "step": 91500 | |
| }, | |
| { | |
| "epoch": 39.91323210412148, | |
| "grad_norm": 6669.9892578125, | |
| "learning_rate": 2.5239399854472795e-05, | |
| "loss": 1.3095, | |
| "step": 92000 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_loss": 1.2760100364685059, | |
| "eval_map": 0.3011, | |
| "eval_map_50": 0.583, | |
| "eval_map_75": 0.2793, | |
| "eval_map_bus": 0.3446, | |
| "eval_map_car": 0.3254, | |
| "eval_map_container": 0.3432, | |
| "eval_map_large": 0.5704, | |
| "eval_map_medium": 0.2606, | |
| "eval_map_motorbike": 0.1911, | |
| "eval_map_small": 0.0298, | |
| "eval_mar_1": 0.1948, | |
| "eval_mar_10": 0.3921, | |
| "eval_mar_100": 0.4461, | |
| "eval_mar_100_bus": 0.5202, | |
| "eval_mar_100_car": 0.4489, | |
| "eval_mar_100_container": 0.4897, | |
| "eval_mar_100_motorbike": 0.3254, | |
| "eval_mar_large": 0.6631, | |
| "eval_mar_medium": 0.424, | |
| "eval_mar_small": 0.1358, | |
| "eval_runtime": 114.2826, | |
| "eval_samples_per_second": 20.152, | |
| "eval_steps_per_second": 2.52, | |
| "step": 92200 | |
| }, | |
| { | |
| "epoch": 40.130151843817785, | |
| "grad_norm": 10441.7392578125, | |
| "learning_rate": 2.4747636547114554e-05, | |
| "loss": 1.3029, | |
| "step": 92500 | |
| }, | |
| { | |
| "epoch": 40.3470715835141, | |
| "grad_norm": 8002.83056640625, | |
| "learning_rate": 2.425913080225366e-05, | |
| "loss": 1.2935, | |
| "step": 93000 | |
| }, | |
| { | |
| "epoch": 40.56399132321041, | |
| "grad_norm": 10335.00390625, | |
| "learning_rate": 2.3773945637278417e-05, | |
| "loss": 1.3025, | |
| "step": 93500 | |
| }, | |
| { | |
| "epoch": 40.780911062906725, | |
| "grad_norm": 32124.755859375, | |
| "learning_rate": 2.3292143641221354e-05, | |
| "loss": 1.2973, | |
| "step": 94000 | |
| }, | |
| { | |
| "epoch": 40.99783080260303, | |
| "grad_norm": 14672.322265625, | |
| "learning_rate": 2.2813786966685218e-05, | |
| "loss": 1.2922, | |
| "step": 94500 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_loss": 1.2656161785125732, | |
| "eval_map": 0.3032, | |
| "eval_map_50": 0.5874, | |
| "eval_map_75": 0.2819, | |
| "eval_map_bus": 0.3458, | |
| "eval_map_car": 0.3279, | |
| "eval_map_container": 0.346, | |
| "eval_map_large": 0.5716, | |
| "eval_map_medium": 0.264, | |
| "eval_map_motorbike": 0.1932, | |
| "eval_map_small": 0.0303, | |
| "eval_mar_1": 0.197, | |
| "eval_mar_10": 0.3954, | |
| "eval_mar_100": 0.4498, | |
| "eval_mar_100_bus": 0.5276, | |
| "eval_mar_100_car": 0.4491, | |
| "eval_mar_100_container": 0.4964, | |
| "eval_mar_100_motorbike": 0.3259, | |
| "eval_mar_large": 0.6702, | |
| "eval_mar_medium": 0.4287, | |
| "eval_mar_small": 0.1414, | |
| "eval_runtime": 113.4627, | |
| "eval_samples_per_second": 20.297, | |
| "eval_steps_per_second": 2.538, | |
| "step": 94505 | |
| }, | |
| { | |
| "epoch": 41.21475054229935, | |
| "grad_norm": 8619.771484375, | |
| "learning_rate": 2.2339883480308453e-05, | |
| "loss": 1.2826, | |
| "step": 95000 | |
| }, | |
| { | |
| "epoch": 41.431670281995665, | |
| "grad_norm": 12052.697265625, | |
| "learning_rate": 2.1868594923472446e-05, | |
| "loss": 1.3059, | |
| "step": 95500 | |
| }, | |
| { | |
| "epoch": 41.64859002169197, | |
| "grad_norm": 5313.166015625, | |
| "learning_rate": 2.140093532637103e-05, | |
| "loss": 1.2943, | |
| "step": 96000 | |
| }, | |
| { | |
| "epoch": 41.86550976138829, | |
| "grad_norm": 6886.1923828125, | |
| "learning_rate": 2.0936965017233235e-05, | |
| "loss": 1.2981, | |
| "step": 96500 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_loss": 1.27132248878479, | |
| "eval_map": 0.2998, | |
| "eval_map_50": 0.5854, | |
| "eval_map_75": 0.2756, | |
| "eval_map_bus": 0.3414, | |
| "eval_map_car": 0.3246, | |
| "eval_map_container": 0.342, | |
| "eval_map_large": 0.5711, | |
| "eval_map_medium": 0.2612, | |
| "eval_map_motorbike": 0.1911, | |
| "eval_map_small": 0.0303, | |
| "eval_mar_1": 0.1941, | |
| "eval_mar_10": 0.3916, | |
| "eval_mar_100": 0.4466, | |
| "eval_mar_100_bus": 0.5222, | |
| "eval_mar_100_car": 0.4467, | |
| "eval_mar_100_container": 0.4902, | |
| "eval_mar_100_motorbike": 0.3274, | |
| "eval_mar_large": 0.6682, | |
| "eval_mar_medium": 0.4239, | |
| "eval_mar_small": 0.164, | |
| "eval_runtime": 112.7103, | |
| "eval_samples_per_second": 20.433, | |
| "eval_steps_per_second": 2.555, | |
| "step": 96810 | |
| }, | |
| { | |
| "epoch": 42.0824295010846, | |
| "grad_norm": 15306.6865234375, | |
| "learning_rate": 2.0476743848368773e-05, | |
| "loss": 1.2916, | |
| "step": 97000 | |
| }, | |
| { | |
| "epoch": 42.29934924078091, | |
| "grad_norm": 12990.0068359375, | |
| "learning_rate": 2.0020331188447145e-05, | |
| "loss": 1.282, | |
| "step": 97500 | |
| }, | |
| { | |
| "epoch": 42.51626898047722, | |
| "grad_norm": 16005.4462890625, | |
| "learning_rate": 1.956778591483908e-05, | |
| "loss": 1.2856, | |
| "step": 98000 | |
| }, | |
| { | |
| "epoch": 42.73318872017354, | |
| "grad_norm": 25783.400390625, | |
| "learning_rate": 1.9119166406021284e-05, | |
| "loss": 1.2899, | |
| "step": 98500 | |
| }, | |
| { | |
| "epoch": 42.950108459869845, | |
| "grad_norm": 11117.935546875, | |
| "learning_rate": 1.8675415791909563e-05, | |
| "loss": 1.2935, | |
| "step": 99000 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_loss": 1.2610080242156982, | |
| "eval_map": 0.3037, | |
| "eval_map_50": 0.5903, | |
| "eval_map_75": 0.2813, | |
| "eval_map_bus": 0.3471, | |
| "eval_map_car": 0.3275, | |
| "eval_map_container": 0.3447, | |
| "eval_map_large": 0.5758, | |
| "eval_map_medium": 0.2644, | |
| "eval_map_motorbike": 0.1955, | |
| "eval_map_small": 0.0348, | |
| "eval_mar_1": 0.1945, | |
| "eval_mar_10": 0.3989, | |
| "eval_mar_100": 0.4522, | |
| "eval_mar_100_bus": 0.5334, | |
| "eval_mar_100_car": 0.4481, | |
| "eval_mar_100_container": 0.4967, | |
| "eval_mar_100_motorbike": 0.3307, | |
| "eval_mar_large": 0.6741, | |
| "eval_mar_medium": 0.431, | |
| "eval_mar_small": 0.1547, | |
| "eval_runtime": 112.9931, | |
| "eval_samples_per_second": 20.382, | |
| "eval_steps_per_second": 2.549, | |
| "step": 99115 | |
| }, | |
| { | |
| "epoch": 43.16702819956616, | |
| "grad_norm": 5978.50146484375, | |
| "learning_rate": 1.8235689911416127e-05, | |
| "loss": 1.2929, | |
| "step": 99500 | |
| }, | |
| { | |
| "epoch": 43.38394793926247, | |
| "grad_norm": 10374.5068359375, | |
| "learning_rate": 1.7799176362471302e-05, | |
| "loss": 1.2917, | |
| "step": 100000 | |
| }, | |
| { | |
| "epoch": 43.600867678958785, | |
| "grad_norm": 13522.9091796875, | |
| "learning_rate": 1.7366816729482123e-05, | |
| "loss": 1.296, | |
| "step": 100500 | |
| }, | |
| { | |
| "epoch": 43.8177874186551, | |
| "grad_norm": 16869.978515625, | |
| "learning_rate": 1.693866678697154e-05, | |
| "loss": 1.2847, | |
| "step": 101000 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_loss": 1.2659156322479248, | |
| "eval_map": 0.3033, | |
| "eval_map_50": 0.5896, | |
| "eval_map_75": 0.2786, | |
| "eval_map_bus": 0.3481, | |
| "eval_map_car": 0.3254, | |
| "eval_map_container": 0.3454, | |
| "eval_map_large": 0.5694, | |
| "eval_map_medium": 0.2663, | |
| "eval_map_motorbike": 0.1945, | |
| "eval_map_small": 0.0268, | |
| "eval_mar_1": 0.1948, | |
| "eval_mar_10": 0.3953, | |
| "eval_mar_100": 0.4484, | |
| "eval_mar_100_bus": 0.5268, | |
| "eval_mar_100_car": 0.4491, | |
| "eval_mar_100_container": 0.4898, | |
| "eval_mar_100_motorbike": 0.3281, | |
| "eval_mar_large": 0.6741, | |
| "eval_mar_medium": 0.4272, | |
| "eval_mar_small": 0.1437, | |
| "eval_runtime": 113.4331, | |
| "eval_samples_per_second": 20.303, | |
| "eval_steps_per_second": 2.539, | |
| "step": 101420 | |
| }, | |
| { | |
| "epoch": 44.03470715835141, | |
| "grad_norm": 8985.3876953125, | |
| "learning_rate": 1.651562524362303e-05, | |
| "loss": 1.2927, | |
| "step": 101500 | |
| }, | |
| { | |
| "epoch": 44.251626898047725, | |
| "grad_norm": 7145.2099609375, | |
| "learning_rate": 1.6096051132899187e-05, | |
| "loss": 1.2957, | |
| "step": 102000 | |
| }, | |
| { | |
| "epoch": 44.46854663774403, | |
| "grad_norm": 4585.701171875, | |
| "learning_rate": 1.568085064179898e-05, | |
| "loss": 1.2855, | |
| "step": 102500 | |
| }, | |
| { | |
| "epoch": 44.68546637744035, | |
| "grad_norm": 3795.897216796875, | |
| "learning_rate": 1.5270077331310885e-05, | |
| "loss": 1.2888, | |
| "step": 103000 | |
| }, | |
| { | |
| "epoch": 44.90238611713666, | |
| "grad_norm": 18655.283203125, | |
| "learning_rate": 1.4863784191315833e-05, | |
| "loss": 1.2921, | |
| "step": 103500 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_loss": 1.2572112083435059, | |
| "eval_map": 0.3062, | |
| "eval_map_50": 0.5916, | |
| "eval_map_75": 0.2824, | |
| "eval_map_bus": 0.3505, | |
| "eval_map_car": 0.3286, | |
| "eval_map_container": 0.3484, | |
| "eval_map_large": 0.5699, | |
| "eval_map_medium": 0.2681, | |
| "eval_map_motorbike": 0.1973, | |
| "eval_map_small": 0.0314, | |
| "eval_mar_1": 0.1955, | |
| "eval_mar_10": 0.397, | |
| "eval_mar_100": 0.4515, | |
| "eval_mar_100_bus": 0.5297, | |
| "eval_mar_100_car": 0.4495, | |
| "eval_mar_100_container": 0.4962, | |
| "eval_mar_100_motorbike": 0.3305, | |
| "eval_mar_large": 0.6712, | |
| "eval_mar_medium": 0.4311, | |
| "eval_mar_small": 0.1435, | |
| "eval_runtime": 113.3089, | |
| "eval_samples_per_second": 20.325, | |
| "eval_steps_per_second": 2.542, | |
| "step": 103725 | |
| }, | |
| { | |
| "epoch": 45.11930585683297, | |
| "grad_norm": 6453.04833984375, | |
| "learning_rate": 1.4462822596803221e-05, | |
| "loss": 1.2838, | |
| "step": 104000 | |
| }, | |
| { | |
| "epoch": 45.33622559652928, | |
| "grad_norm": 6873.46484375, | |
| "learning_rate": 1.4065637228751328e-05, | |
| "loss": 1.2863, | |
| "step": 104500 | |
| }, | |
| { | |
| "epoch": 45.5531453362256, | |
| "grad_norm": 4747.73388671875, | |
| "learning_rate": 1.3673087404328727e-05, | |
| "loss": 1.2938, | |
| "step": 105000 | |
| }, | |
| { | |
| "epoch": 45.770065075921906, | |
| "grad_norm": 7545.3359375, | |
| "learning_rate": 1.3285223762581107e-05, | |
| "loss": 1.2803, | |
| "step": 105500 | |
| }, | |
| { | |
| "epoch": 45.98698481561822, | |
| "grad_norm": 11557.0927734375, | |
| "learning_rate": 1.290209633803514e-05, | |
| "loss": 1.2763, | |
| "step": 106000 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_loss": 1.256932020187378, | |
| "eval_map": 0.3055, | |
| "eval_map_50": 0.5917, | |
| "eval_map_75": 0.2824, | |
| "eval_map_bus": 0.3482, | |
| "eval_map_car": 0.3306, | |
| "eval_map_container": 0.3467, | |
| "eval_map_large": 0.5765, | |
| "eval_map_medium": 0.2678, | |
| "eval_map_motorbike": 0.1965, | |
| "eval_map_small": 0.0329, | |
| "eval_mar_1": 0.1953, | |
| "eval_mar_10": 0.3975, | |
| "eval_mar_100": 0.4506, | |
| "eval_mar_100_bus": 0.5298, | |
| "eval_mar_100_car": 0.4499, | |
| "eval_mar_100_container": 0.493, | |
| "eval_mar_100_motorbike": 0.3298, | |
| "eval_mar_large": 0.6723, | |
| "eval_mar_medium": 0.4301, | |
| "eval_mar_small": 0.144, | |
| "eval_runtime": 113.2333, | |
| "eval_samples_per_second": 20.339, | |
| "eval_steps_per_second": 2.543, | |
| "step": 106030 | |
| }, | |
| { | |
| "epoch": 46.20390455531454, | |
| "grad_norm": 28058.578125, | |
| "learning_rate": 1.2523754554244121e-05, | |
| "loss": 1.2831, | |
| "step": 106500 | |
| }, | |
| { | |
| "epoch": 46.420824295010846, | |
| "grad_norm": 26312.306640625, | |
| "learning_rate": 1.2150247217412186e-05, | |
| "loss": 1.2796, | |
| "step": 107000 | |
| }, | |
| { | |
| "epoch": 46.63774403470716, | |
| "grad_norm": 20001.359375, | |
| "learning_rate": 1.1781622510098372e-05, | |
| "loss": 1.2823, | |
| "step": 107500 | |
| }, | |
| { | |
| "epoch": 46.85466377440347, | |
| "grad_norm": 30923.48046875, | |
| "learning_rate": 1.1418650422438832e-05, | |
| "loss": 1.2791, | |
| "step": 108000 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_loss": 1.2564352750778198, | |
| "eval_map": 0.3049, | |
| "eval_map_50": 0.593, | |
| "eval_map_75": 0.2806, | |
| "eval_map_bus": 0.3465, | |
| "eval_map_car": 0.3318, | |
| "eval_map_container": 0.3458, | |
| "eval_map_large": 0.5726, | |
| "eval_map_medium": 0.2679, | |
| "eval_map_motorbike": 0.1953, | |
| "eval_map_small": 0.0322, | |
| "eval_mar_1": 0.1956, | |
| "eval_mar_10": 0.3959, | |
| "eval_mar_100": 0.4482, | |
| "eval_mar_100_bus": 0.5209, | |
| "eval_mar_100_car": 0.4511, | |
| "eval_mar_100_container": 0.4908, | |
| "eval_mar_100_motorbike": 0.33, | |
| "eval_mar_large": 0.6679, | |
| "eval_mar_medium": 0.4258, | |
| "eval_mar_small": 0.1452, | |
| "eval_runtime": 113.1112, | |
| "eval_samples_per_second": 20.36, | |
| "eval_steps_per_second": 2.546, | |
| "step": 108335 | |
| }, | |
| { | |
| "epoch": 47.071583514099785, | |
| "grad_norm": 12088.6435546875, | |
| "learning_rate": 1.106063545260258e-05, | |
| "loss": 1.2778, | |
| "step": 108500 | |
| }, | |
| { | |
| "epoch": 47.288503253796094, | |
| "grad_norm": 15733.0224609375, | |
| "learning_rate": 1.0706921215184502e-05, | |
| "loss": 1.2828, | |
| "step": 109000 | |
| }, | |
| { | |
| "epoch": 47.50542299349241, | |
| "grad_norm": 12590.6767578125, | |
| "learning_rate": 1.0358275796773904e-05, | |
| "loss": 1.2794, | |
| "step": 109500 | |
| }, | |
| { | |
| "epoch": 47.72234273318872, | |
| "grad_norm": 10663.71484375, | |
| "learning_rate": 1.001474417273483e-05, | |
| "loss": 1.2814, | |
| "step": 110000 | |
| }, | |
| { | |
| "epoch": 47.939262472885034, | |
| "grad_norm": 16210.3134765625, | |
| "learning_rate": 9.676370658750372e-06, | |
| "loss": 1.2792, | |
| "step": 110500 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_loss": 1.2534351348876953, | |
| "eval_map": 0.3065, | |
| "eval_map_50": 0.5926, | |
| "eval_map_75": 0.2831, | |
| "eval_map_bus": 0.3493, | |
| "eval_map_car": 0.335, | |
| "eval_map_container": 0.3455, | |
| "eval_map_large": 0.5738, | |
| "eval_map_medium": 0.2681, | |
| "eval_map_motorbike": 0.1961, | |
| "eval_map_small": 0.0297, | |
| "eval_mar_1": 0.196, | |
| "eval_mar_10": 0.3991, | |
| "eval_mar_100": 0.4509, | |
| "eval_mar_100_bus": 0.5296, | |
| "eval_mar_100_car": 0.453, | |
| "eval_mar_100_container": 0.4924, | |
| "eval_mar_100_motorbike": 0.3286, | |
| "eval_mar_large": 0.6753, | |
| "eval_mar_medium": 0.4311, | |
| "eval_mar_small": 0.1507, | |
| "eval_runtime": 112.0353, | |
| "eval_samples_per_second": 20.556, | |
| "eval_steps_per_second": 2.571, | |
| "step": 110640 | |
| }, | |
| { | |
| "epoch": 48.15618221258134, | |
| "grad_norm": 6229.44921875, | |
| "learning_rate": 9.343860028577056e-06, | |
| "loss": 1.2906, | |
| "step": 111000 | |
| }, | |
| { | |
| "epoch": 48.37310195227766, | |
| "grad_norm": 5420.70849609375, | |
| "learning_rate": 9.015922482605332e-06, | |
| "loss": 1.2666, | |
| "step": 111500 | |
| }, | |
| { | |
| "epoch": 48.590021691973966, | |
| "grad_norm": 3634.189697265625, | |
| "learning_rate": 8.693271894987293e-06, | |
| "loss": 1.2808, | |
| "step": 112000 | |
| }, | |
| { | |
| "epoch": 48.80694143167028, | |
| "grad_norm": 6041.09619140625, | |
| "learning_rate": 8.375949887746026e-06, | |
| "loss": 1.2819, | |
| "step": 112500 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_loss": 1.254146695137024, | |
| "eval_map": 0.3053, | |
| "eval_map_50": 0.5921, | |
| "eval_map_75": 0.2825, | |
| "eval_map_bus": 0.3477, | |
| "eval_map_car": 0.3319, | |
| "eval_map_container": 0.3467, | |
| "eval_map_large": 0.5698, | |
| "eval_map_medium": 0.267, | |
| "eval_map_motorbike": 0.1949, | |
| "eval_map_small": 0.0279, | |
| "eval_mar_1": 0.1953, | |
| "eval_mar_10": 0.3973, | |
| "eval_mar_100": 0.4501, | |
| "eval_mar_100_bus": 0.5252, | |
| "eval_mar_100_car": 0.4526, | |
| "eval_mar_100_container": 0.4931, | |
| "eval_mar_100_motorbike": 0.3292, | |
| "eval_mar_large": 0.6678, | |
| "eval_mar_medium": 0.429, | |
| "eval_mar_small": 0.1504, | |
| "eval_runtime": 112.0266, | |
| "eval_samples_per_second": 20.558, | |
| "eval_steps_per_second": 2.571, | |
| "step": 112945 | |
| }, | |
| { | |
| "epoch": 49.0238611713666, | |
| "grad_norm": 20567.572265625, | |
| "learning_rate": 8.06399739551611e-06, | |
| "loss": 1.2793, | |
| "step": 113000 | |
| }, | |
| { | |
| "epoch": 49.240780911062906, | |
| "grad_norm": 4496.19921875, | |
| "learning_rate": 7.758062320395703e-06, | |
| "loss": 1.2768, | |
| "step": 113500 | |
| }, | |
| { | |
| "epoch": 49.45770065075922, | |
| "grad_norm": 4267.62255859375, | |
| "learning_rate": 7.456957948623988e-06, | |
| "loss": 1.2722, | |
| "step": 114000 | |
| }, | |
| { | |
| "epoch": 49.67462039045553, | |
| "grad_norm": 6082.02978515625, | |
| "learning_rate": 7.161341642100794e-06, | |
| "loss": 1.2764, | |
| "step": 114500 | |
| }, | |
| { | |
| "epoch": 49.891540130151846, | |
| "grad_norm": 12462.046875, | |
| "learning_rate": 6.87125153541876e-06, | |
| "loss": 1.2875, | |
| "step": 115000 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_loss": 1.2500559091567993, | |
| "eval_map": 0.3077, | |
| "eval_map_50": 0.5945, | |
| "eval_map_75": 0.2867, | |
| "eval_map_bus": 0.353, | |
| "eval_map_car": 0.335, | |
| "eval_map_container": 0.3467, | |
| "eval_map_large": 0.5778, | |
| "eval_map_medium": 0.2708, | |
| "eval_map_motorbike": 0.196, | |
| "eval_map_small": 0.0295, | |
| "eval_mar_1": 0.197, | |
| "eval_mar_10": 0.3999, | |
| "eval_mar_100": 0.4529, | |
| "eval_mar_100_bus": 0.5313, | |
| "eval_mar_100_car": 0.4548, | |
| "eval_mar_100_container": 0.495, | |
| "eval_mar_100_motorbike": 0.3303, | |
| "eval_mar_large": 0.6791, | |
| "eval_mar_medium": 0.4327, | |
| "eval_mar_small": 0.156, | |
| "eval_runtime": 112.3685, | |
| "eval_samples_per_second": 20.495, | |
| "eval_steps_per_second": 2.563, | |
| "step": 115250 | |
| }, | |
| { | |
| "epoch": 50.108459869848154, | |
| "grad_norm": 9009.076171875, | |
| "learning_rate": 6.586725050289078e-06, | |
| "loss": 1.2823, | |
| "step": 115500 | |
| }, | |
| { | |
| "epoch": 50.32537960954447, | |
| "grad_norm": 29458.884765625, | |
| "learning_rate": 6.307798890714117e-06, | |
| "loss": 1.2757, | |
| "step": 116000 | |
| }, | |
| { | |
| "epoch": 50.54229934924078, | |
| "grad_norm": 12566.5400390625, | |
| "learning_rate": 6.035049969368911e-06, | |
| "loss": 1.2777, | |
| "step": 116500 | |
| }, | |
| { | |
| "epoch": 50.759219088937094, | |
| "grad_norm": 13344.3671875, | |
| "learning_rate": 5.767420300672449e-06, | |
| "loss": 1.2738, | |
| "step": 117000 | |
| }, | |
| { | |
| "epoch": 50.9761388286334, | |
| "grad_norm": 7834.20703125, | |
| "learning_rate": 5.505496648090353e-06, | |
| "loss": 1.2744, | |
| "step": 117500 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_loss": 1.2519479990005493, | |
| "eval_map": 0.3055, | |
| "eval_map_50": 0.5938, | |
| "eval_map_75": 0.2859, | |
| "eval_map_bus": 0.3491, | |
| "eval_map_car": 0.3304, | |
| "eval_map_container": 0.3461, | |
| "eval_map_large": 0.5779, | |
| "eval_map_medium": 0.2683, | |
| "eval_map_motorbike": 0.1965, | |
| "eval_map_small": 0.0293, | |
| "eval_mar_1": 0.1954, | |
| "eval_mar_10": 0.3983, | |
| "eval_mar_100": 0.4515, | |
| "eval_mar_100_bus": 0.5298, | |
| "eval_mar_100_car": 0.4514, | |
| "eval_mar_100_container": 0.4927, | |
| "eval_mar_100_motorbike": 0.3323, | |
| "eval_mar_large": 0.6792, | |
| "eval_mar_medium": 0.4307, | |
| "eval_mar_small": 0.1574, | |
| "eval_runtime": 111.7092, | |
| "eval_samples_per_second": 20.616, | |
| "eval_steps_per_second": 2.578, | |
| "step": 117555 | |
| }, | |
| { | |
| "epoch": 51.19305856832972, | |
| "grad_norm": 5508.74267578125, | |
| "learning_rate": 5.2493127998527795e-06, | |
| "loss": 1.2873, | |
| "step": 118000 | |
| }, | |
| { | |
| "epoch": 51.409978308026034, | |
| "grad_norm": 16584.37109375, | |
| "learning_rate": 4.999396842843879e-06, | |
| "loss": 1.2651, | |
| "step": 118500 | |
| }, | |
| { | |
| "epoch": 51.62689804772234, | |
| "grad_norm": 4211.126953125, | |
| "learning_rate": 4.754779359924699e-06, | |
| "loss": 1.2731, | |
| "step": 119000 | |
| }, | |
| { | |
| "epoch": 51.84381778741866, | |
| "grad_norm": 13401.8759765625, | |
| "learning_rate": 4.5159985241065015e-06, | |
| "loss": 1.2703, | |
| "step": 119500 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_loss": 1.2507617473602295, | |
| "eval_map": 0.3076, | |
| "eval_map_50": 0.5957, | |
| "eval_map_75": 0.2871, | |
| "eval_map_bus": 0.3493, | |
| "eval_map_car": 0.3356, | |
| "eval_map_container": 0.3485, | |
| "eval_map_large": 0.5757, | |
| "eval_map_medium": 0.2705, | |
| "eval_map_motorbike": 0.1971, | |
| "eval_map_small": 0.0292, | |
| "eval_mar_1": 0.1964, | |
| "eval_mar_10": 0.4, | |
| "eval_mar_100": 0.4531, | |
| "eval_mar_100_bus": 0.5316, | |
| "eval_mar_100_car": 0.4556, | |
| "eval_mar_100_container": 0.4943, | |
| "eval_mar_100_motorbike": 0.3309, | |
| "eval_mar_large": 0.6751, | |
| "eval_mar_medium": 0.4329, | |
| "eval_mar_small": 0.1567, | |
| "eval_runtime": 114.4351, | |
| "eval_samples_per_second": 20.125, | |
| "eval_steps_per_second": 2.517, | |
| "step": 119860 | |
| }, | |
| { | |
| "epoch": 52.060737527114966, | |
| "grad_norm": 4337.31201171875, | |
| "learning_rate": 4.28308513818908e-06, | |
| "loss": 1.2848, | |
| "step": 120000 | |
| }, | |
| { | |
| "epoch": 52.27765726681128, | |
| "grad_norm": 33795.9140625, | |
| "learning_rate": 4.056069248069421e-06, | |
| "loss": 1.2738, | |
| "step": 120500 | |
| }, | |
| { | |
| "epoch": 52.49457700650759, | |
| "grad_norm": 7602.009765625, | |
| "learning_rate": 3.835416383072454e-06, | |
| "loss": 1.2754, | |
| "step": 121000 | |
| }, | |
| { | |
| "epoch": 52.711496746203906, | |
| "grad_norm": 6129.99755859375, | |
| "learning_rate": 3.6202706367901073e-06, | |
| "loss": 1.2683, | |
| "step": 121500 | |
| }, | |
| { | |
| "epoch": 52.928416485900215, | |
| "grad_norm": 5628.37939453125, | |
| "learning_rate": 3.411107889576004e-06, | |
| "loss": 1.2697, | |
| "step": 122000 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_loss": 1.2477965354919434, | |
| "eval_map": 0.3089, | |
| "eval_map_50": 0.5969, | |
| "eval_map_75": 0.2891, | |
| "eval_map_bus": 0.3545, | |
| "eval_map_car": 0.3364, | |
| "eval_map_container": 0.3478, | |
| "eval_map_large": 0.5734, | |
| "eval_map_medium": 0.2729, | |
| "eval_map_motorbike": 0.1971, | |
| "eval_map_small": 0.0292, | |
| "eval_mar_1": 0.1982, | |
| "eval_mar_10": 0.4002, | |
| "eval_mar_100": 0.4545, | |
| "eval_mar_100_bus": 0.5327, | |
| "eval_mar_100_car": 0.4586, | |
| "eval_mar_100_container": 0.4959, | |
| "eval_mar_100_motorbike": 0.3309, | |
| "eval_mar_large": 0.6754, | |
| "eval_mar_medium": 0.4349, | |
| "eval_mar_small": 0.1496, | |
| "eval_runtime": 113.1517, | |
| "eval_samples_per_second": 20.353, | |
| "eval_steps_per_second": 2.545, | |
| "step": 122165 | |
| }, | |
| { | |
| "epoch": 53.14533622559653, | |
| "grad_norm": 7682.4912109375, | |
| "learning_rate": 3.207955123487577e-06, | |
| "loss": 1.2729, | |
| "step": 122500 | |
| }, | |
| { | |
| "epoch": 53.36225596529284, | |
| "grad_norm": 16330.740234375, | |
| "learning_rate": 3.010838545292888e-06, | |
| "loss": 1.2656, | |
| "step": 123000 | |
| }, | |
| { | |
| "epoch": 53.579175704989154, | |
| "grad_norm": 10252.83203125, | |
| "learning_rate": 2.8201596270095608e-06, | |
| "loss": 1.2726, | |
| "step": 123500 | |
| }, | |
| { | |
| "epoch": 53.79609544468546, | |
| "grad_norm": 9575.732421875, | |
| "learning_rate": 2.635178730346277e-06, | |
| "loss": 1.268, | |
| "step": 124000 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_loss": 1.2473701238632202, | |
| "eval_map": 0.3087, | |
| "eval_map_50": 0.598, | |
| "eval_map_75": 0.2878, | |
| "eval_map_bus": 0.3532, | |
| "eval_map_car": 0.3345, | |
| "eval_map_container": 0.3464, | |
| "eval_map_large": 0.5743, | |
| "eval_map_medium": 0.2726, | |
| "eval_map_motorbike": 0.2006, | |
| "eval_map_small": 0.0289, | |
| "eval_mar_1": 0.1978, | |
| "eval_mar_10": 0.4014, | |
| "eval_mar_100": 0.455, | |
| "eval_mar_100_bus": 0.5352, | |
| "eval_mar_100_car": 0.4574, | |
| "eval_mar_100_container": 0.494, | |
| "eval_mar_100_motorbike": 0.3333, | |
| "eval_mar_large": 0.6771, | |
| "eval_mar_medium": 0.4354, | |
| "eval_mar_small": 0.1567, | |
| "eval_runtime": 112.6797, | |
| "eval_samples_per_second": 20.438, | |
| "eval_steps_per_second": 2.556, | |
| "step": 124470 | |
| }, | |
| { | |
| "epoch": 54.01301518438178, | |
| "grad_norm": 3493.781005859375, | |
| "learning_rate": 2.4566595382205683e-06, | |
| "loss": 1.2844, | |
| "step": 124500 | |
| }, | |
| { | |
| "epoch": 54.229934924078094, | |
| "grad_norm": 1795.1060791015625, | |
| "learning_rate": 2.2839095795851752e-06, | |
| "loss": 1.2625, | |
| "step": 125000 | |
| }, | |
| { | |
| "epoch": 54.4468546637744, | |
| "grad_norm": 4786.23046875, | |
| "learning_rate": 2.117315010997223e-06, | |
| "loss": 1.2669, | |
| "step": 125500 | |
| }, | |
| { | |
| "epoch": 54.66377440347072, | |
| "grad_norm": 4156.8173828125, | |
| "learning_rate": 1.956897323206286e-06, | |
| "loss": 1.278, | |
| "step": 126000 | |
| }, | |
| { | |
| "epoch": 54.88069414316703, | |
| "grad_norm": 3802.805908203125, | |
| "learning_rate": 1.8026772101424282e-06, | |
| "loss": 1.2765, | |
| "step": 126500 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_loss": 1.2465760707855225, | |
| "eval_map": 0.3091, | |
| "eval_map_50": 0.5973, | |
| "eval_map_75": 0.2896, | |
| "eval_map_bus": 0.3544, | |
| "eval_map_car": 0.3361, | |
| "eval_map_container": 0.3469, | |
| "eval_map_large": 0.5784, | |
| "eval_map_medium": 0.2729, | |
| "eval_map_motorbike": 0.1991, | |
| "eval_map_small": 0.0301, | |
| "eval_mar_1": 0.1975, | |
| "eval_mar_10": 0.4006, | |
| "eval_mar_100": 0.4543, | |
| "eval_mar_100_bus": 0.5321, | |
| "eval_mar_100_car": 0.4577, | |
| "eval_mar_100_container": 0.4944, | |
| "eval_mar_100_motorbike": 0.3329, | |
| "eval_mar_large": 0.6781, | |
| "eval_mar_medium": 0.4341, | |
| "eval_mar_small": 0.1526, | |
| "eval_runtime": 112.2244, | |
| "eval_samples_per_second": 20.521, | |
| "eval_steps_per_second": 2.566, | |
| "step": 126775 | |
| }, | |
| { | |
| "epoch": 55.09761388286334, | |
| "grad_norm": 3534.703857421875, | |
| "learning_rate": 1.6546745662467334e-06, | |
| "loss": 1.2739, | |
| "step": 127000 | |
| }, | |
| { | |
| "epoch": 55.31453362255965, | |
| "grad_norm": 18442.876953125, | |
| "learning_rate": 1.5129084839048678e-06, | |
| "loss": 1.26, | |
| "step": 127500 | |
| }, | |
| { | |
| "epoch": 55.53145336225597, | |
| "grad_norm": 4240.77734375, | |
| "learning_rate": 1.377397250984197e-06, | |
| "loss": 1.2687, | |
| "step": 128000 | |
| }, | |
| { | |
| "epoch": 55.748373101952275, | |
| "grad_norm": 14645.23828125, | |
| "learning_rate": 1.2481583484746096e-06, | |
| "loss": 1.277, | |
| "step": 128500 | |
| }, | |
| { | |
| "epoch": 55.96529284164859, | |
| "grad_norm": 5692.22412109375, | |
| "learning_rate": 1.1254480609324047e-06, | |
| "loss": 1.2748, | |
| "step": 129000 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_loss": 1.2461469173431396, | |
| "eval_map": 0.3087, | |
| "eval_map_50": 0.5979, | |
| "eval_map_75": 0.2883, | |
| "eval_map_bus": 0.3522, | |
| "eval_map_car": 0.3356, | |
| "eval_map_container": 0.3476, | |
| "eval_map_large": 0.5786, | |
| "eval_map_medium": 0.2726, | |
| "eval_map_motorbike": 0.1995, | |
| "eval_map_small": 0.0304, | |
| "eval_mar_1": 0.1977, | |
| "eval_mar_10": 0.4015, | |
| "eval_mar_100": 0.4548, | |
| "eval_mar_100_bus": 0.5339, | |
| "eval_mar_100_car": 0.4574, | |
| "eval_mar_100_container": 0.4949, | |
| "eval_mar_100_motorbike": 0.3333, | |
| "eval_mar_large": 0.6773, | |
| "eval_mar_medium": 0.435, | |
| "eval_mar_small": 0.1549, | |
| "eval_runtime": 111.9985, | |
| "eval_samples_per_second": 20.563, | |
| "eval_steps_per_second": 2.571, | |
| "step": 129080 | |
| }, | |
| { | |
| "epoch": 56.1822125813449, | |
| "grad_norm": 9871.357421875, | |
| "learning_rate": 1.00879039851966e-06, | |
| "loss": 1.2784, | |
| "step": 129500 | |
| }, | |
| { | |
| "epoch": 56.399132321041215, | |
| "grad_norm": 8908.7138671875, | |
| "learning_rate": 8.984526169130813e-07, | |
| "loss": 1.2704, | |
| "step": 130000 | |
| }, | |
| { | |
| "epoch": 56.61605206073753, | |
| "grad_norm": 16491.7421875, | |
| "learning_rate": 7.944489497197504e-07, | |
| "loss": 1.2697, | |
| "step": 130500 | |
| }, | |
| { | |
| "epoch": 56.83297180043384, | |
| "grad_norm": 17585.138671875, | |
| "learning_rate": 6.96792813444086e-07, | |
| "loss": 1.2771, | |
| "step": 131000 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_loss": 1.2453677654266357, | |
| "eval_map": 0.3097, | |
| "eval_map_50": 0.5975, | |
| "eval_map_75": 0.2886, | |
| "eval_map_bus": 0.3528, | |
| "eval_map_car": 0.3358, | |
| "eval_map_container": 0.3499, | |
| "eval_map_large": 0.5833, | |
| "eval_map_medium": 0.2729, | |
| "eval_map_motorbike": 0.2002, | |
| "eval_map_small": 0.0303, | |
| "eval_mar_1": 0.1977, | |
| "eval_mar_10": 0.4019, | |
| "eval_mar_100": 0.4556, | |
| "eval_mar_100_bus": 0.5347, | |
| "eval_mar_100_car": 0.4576, | |
| "eval_mar_100_container": 0.4966, | |
| "eval_mar_100_motorbike": 0.3336, | |
| "eval_mar_large": 0.681, | |
| "eval_mar_medium": 0.4356, | |
| "eval_mar_small": 0.1552, | |
| "eval_runtime": 113.6347, | |
| "eval_samples_per_second": 20.267, | |
| "eval_steps_per_second": 2.534, | |
| "step": 131385 | |
| }, | |
| { | |
| "epoch": 57.049891540130155, | |
| "grad_norm": 7976.953125, | |
| "learning_rate": 6.056730423994517e-07, | |
| "loss": 1.2756, | |
| "step": 131500 | |
| }, | |
| { | |
| "epoch": 57.26681127982646, | |
| "grad_norm": 6270.3828125, | |
| "learning_rate": 5.207361854945081e-07, | |
| "loss": 1.2654, | |
| "step": 132000 | |
| }, | |
| { | |
| "epoch": 57.48373101952278, | |
| "grad_norm": 3344.49169921875, | |
| "learning_rate": 4.421821685363259e-07, | |
| "loss": 1.2664, | |
| "step": 132500 | |
| }, | |
| { | |
| "epoch": 57.70065075921909, | |
| "grad_norm": 6102.4150390625, | |
| "learning_rate": 3.700211250167618e-07, | |
| "loss": 1.2718, | |
| "step": 133000 | |
| }, | |
| { | |
| "epoch": 57.9175704989154, | |
| "grad_norm": 21649.18359375, | |
| "learning_rate": 3.042623637321884e-07, | |
| "loss": 1.2787, | |
| "step": 133500 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_loss": 1.245548963546753, | |
| "eval_map": 0.3095, | |
| "eval_map_50": 0.5973, | |
| "eval_map_75": 0.2894, | |
| "eval_map_bus": 0.3521, | |
| "eval_map_car": 0.3362, | |
| "eval_map_container": 0.3485, | |
| "eval_map_large": 0.5805, | |
| "eval_map_medium": 0.2738, | |
| "eval_map_motorbike": 0.2011, | |
| "eval_map_small": 0.0297, | |
| "eval_mar_1": 0.1975, | |
| "eval_mar_10": 0.4017, | |
| "eval_mar_100": 0.4557, | |
| "eval_mar_100_bus": 0.5339, | |
| "eval_mar_100_car": 0.4585, | |
| "eval_mar_100_container": 0.4966, | |
| "eval_mar_100_motorbike": 0.3337, | |
| "eval_mar_large": 0.6781, | |
| "eval_mar_medium": 0.4362, | |
| "eval_mar_small": 0.1576, | |
| "eval_runtime": 113.2818, | |
| "eval_samples_per_second": 20.33, | |
| "eval_steps_per_second": 2.542, | |
| "step": 133690 | |
| }, | |
| { | |
| "epoch": 58.13449023861171, | |
| "grad_norm": 29022.6796875, | |
| "learning_rate": 2.449143675826382e-07, | |
| "loss": 1.2724, | |
| "step": 134000 | |
| }, | |
| { | |
| "epoch": 58.35140997830803, | |
| "grad_norm": 20785.9453125, | |
| "learning_rate": 1.9198479247749534e-07, | |
| "loss": 1.2716, | |
| "step": 134500 | |
| }, | |
| { | |
| "epoch": 58.568329718004335, | |
| "grad_norm": 17548.994140625, | |
| "learning_rate": 1.4556705847620922e-07, | |
| "loss": 1.2606, | |
| "step": 135000 | |
| }, | |
| { | |
| "epoch": 58.78524945770065, | |
| "grad_norm": 3488.3994140625, | |
| "learning_rate": 1.0548111246240777e-07, | |
| "loss": 1.2801, | |
| "step": 135500 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_loss": 1.2446414232254028, | |
| "eval_map": 0.3092, | |
| "eval_map_50": 0.5975, | |
| "eval_map_75": 0.2889, | |
| "eval_map_bus": 0.3524, | |
| "eval_map_car": 0.3355, | |
| "eval_map_container": 0.3491, | |
| "eval_map_large": 0.5825, | |
| "eval_map_medium": 0.2724, | |
| "eval_map_motorbike": 0.1997, | |
| "eval_map_small": 0.0299, | |
| "eval_mar_1": 0.1976, | |
| "eval_mar_10": 0.4018, | |
| "eval_mar_100": 0.4561, | |
| "eval_mar_100_bus": 0.5351, | |
| "eval_mar_100_car": 0.4578, | |
| "eval_mar_100_container": 0.4975, | |
| "eval_mar_100_motorbike": 0.3341, | |
| "eval_mar_large": 0.6803, | |
| "eval_mar_medium": 0.4361, | |
| "eval_mar_small": 0.1593, | |
| "eval_runtime": 113.5853, | |
| "eval_samples_per_second": 20.276, | |
| "eval_steps_per_second": 2.536, | |
| "step": 135995 | |
| }, | |
| { | |
| "epoch": 59.00216919739697, | |
| "grad_norm": 5638.24267578125, | |
| "learning_rate": 7.183157442495758e-08, | |
| "loss": 1.2682, | |
| "step": 136000 | |
| }, | |
| { | |
| "epoch": 59.219088937093275, | |
| "grad_norm": 7117.09033203125, | |
| "learning_rate": 4.462278516440543e-08, | |
| "loss": 1.2661, | |
| "step": 136500 | |
| }, | |
| { | |
| "epoch": 59.43600867678959, | |
| "grad_norm": 20093.61328125, | |
| "learning_rate": 2.3858254622771693e-08, | |
| "loss": 1.2717, | |
| "step": 137000 | |
| }, | |
| { | |
| "epoch": 59.6529284164859, | |
| "grad_norm": 14570.955078125, | |
| "learning_rate": 9.540661430756936e-09, | |
| "loss": 1.2713, | |
| "step": 137500 | |
| }, | |
| { | |
| "epoch": 59.869848156182215, | |
| "grad_norm": 8108.88232421875, | |
| "learning_rate": 1.681153479959896e-09, | |
| "loss": 1.2623, | |
| "step": 138000 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_loss": 1.2452585697174072, | |
| "eval_map": 0.3085, | |
| "eval_map_50": 0.5989, | |
| "eval_map_75": 0.2888, | |
| "eval_map_bus": 0.3511, | |
| "eval_map_car": 0.3354, | |
| "eval_map_container": 0.3477, | |
| "eval_map_large": 0.5812, | |
| "eval_map_medium": 0.272, | |
| "eval_map_motorbike": 0.2, | |
| "eval_map_small": 0.0295, | |
| "eval_mar_1": 0.1973, | |
| "eval_mar_10": 0.4012, | |
| "eval_mar_100": 0.4549, | |
| "eval_mar_100_bus": 0.5331, | |
| "eval_mar_100_car": 0.4573, | |
| "eval_mar_100_container": 0.4953, | |
| "eval_mar_100_motorbike": 0.3339, | |
| "eval_mar_large": 0.6786, | |
| "eval_mar_medium": 0.435, | |
| "eval_mar_small": 0.1586, | |
| "eval_runtime": 113.0597, | |
| "eval_samples_per_second": 20.37, | |
| "eval_steps_per_second": 2.547, | |
| "step": 138300 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "step": 138300, | |
| "total_flos": 1.1304051141381194e+20, | |
| "train_loss": 1.4027004139887105, | |
| "train_runtime": 29881.2617, | |
| "train_samples_per_second": 18.507, | |
| "train_steps_per_second": 4.628 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 138300, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 60, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.1304051141381194e+20, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |