{ "best_metric": 0.7565978169441223, "best_model_checkpoint": "autotrain-80y7u-aoweu/checkpoint-1017", "epoch": 9.0, "eval_steps": 500, "global_step": 1017, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.017699115044247787, "grad_norm": Infinity, "learning_rate": 0.0, "loss": 1.8501, "step": 2 }, { "epoch": 0.035398230088495575, "grad_norm": 45.10062026977539, "learning_rate": 8.849557522123894e-07, "loss": 1.857, "step": 4 }, { "epoch": 0.05309734513274336, "grad_norm": 58.66633605957031, "learning_rate": 1.3274336283185841e-06, "loss": 1.8116, "step": 6 }, { "epoch": 0.07079646017699115, "grad_norm": 56.49775695800781, "learning_rate": 2.2123893805309734e-06, "loss": 2.0345, "step": 8 }, { "epoch": 0.08849557522123894, "grad_norm": 58.526424407958984, "learning_rate": 3.097345132743363e-06, "loss": 1.9499, "step": 10 }, { "epoch": 0.10619469026548672, "grad_norm": 52.64912796020508, "learning_rate": 3.982300884955752e-06, "loss": 1.9647, "step": 12 }, { "epoch": 0.12389380530973451, "grad_norm": 31.514617919921875, "learning_rate": 4.867256637168142e-06, "loss": 1.6022, "step": 14 }, { "epoch": 0.1415929203539823, "grad_norm": 39.92071533203125, "learning_rate": 5.752212389380531e-06, "loss": 1.7882, "step": 16 }, { "epoch": 0.1592920353982301, "grad_norm": 57.345947265625, "learning_rate": 6.6371681415929215e-06, "loss": 1.7493, "step": 18 }, { "epoch": 0.17699115044247787, "grad_norm": 40.93531799316406, "learning_rate": 7.52212389380531e-06, "loss": 1.5886, "step": 20 }, { "epoch": 0.19469026548672566, "grad_norm": 34.53605651855469, "learning_rate": 8.407079646017701e-06, "loss": 1.6985, "step": 22 }, { "epoch": 0.21238938053097345, "grad_norm": 59.89328384399414, "learning_rate": 9.29203539823009e-06, "loss": 1.8046, "step": 24 }, { "epoch": 0.23008849557522124, "grad_norm": 36.242183685302734, "learning_rate": 1.0176991150442479e-05, "loss": 1.5316, "step": 26 }, { "epoch": 0.24778761061946902, "grad_norm": 19.723634719848633, "learning_rate": 1.1061946902654869e-05, "loss": 1.612, "step": 28 }, { "epoch": 0.26548672566371684, "grad_norm": 33.05853271484375, "learning_rate": 1.1946902654867258e-05, "loss": 1.7078, "step": 30 }, { "epoch": 0.2831858407079646, "grad_norm": 25.069561004638672, "learning_rate": 1.2831858407079647e-05, "loss": 1.616, "step": 32 }, { "epoch": 0.3008849557522124, "grad_norm": 58.163509368896484, "learning_rate": 1.3716814159292036e-05, "loss": 1.6574, "step": 34 }, { "epoch": 0.3185840707964602, "grad_norm": 32.350101470947266, "learning_rate": 1.4601769911504426e-05, "loss": 1.3009, "step": 36 }, { "epoch": 0.336283185840708, "grad_norm": 36.51224899291992, "learning_rate": 1.5486725663716813e-05, "loss": 1.36, "step": 38 }, { "epoch": 0.35398230088495575, "grad_norm": 32.10768508911133, "learning_rate": 1.6371681415929206e-05, "loss": 1.515, "step": 40 }, { "epoch": 0.37168141592920356, "grad_norm": 25.605300903320312, "learning_rate": 1.7256637168141594e-05, "loss": 1.3663, "step": 42 }, { "epoch": 0.3893805309734513, "grad_norm": 146.0785369873047, "learning_rate": 1.8141592920353983e-05, "loss": 1.3139, "step": 44 }, { "epoch": 0.40707964601769914, "grad_norm": 37.9253044128418, "learning_rate": 1.9026548672566372e-05, "loss": 1.3613, "step": 46 }, { "epoch": 0.4247787610619469, "grad_norm": 36.18649673461914, "learning_rate": 1.991150442477876e-05, "loss": 1.4165, "step": 48 }, { "epoch": 0.4424778761061947, "grad_norm": 22.322145462036133, "learning_rate": 2.079646017699115e-05, "loss": 1.3432, "step": 50 }, { "epoch": 0.46017699115044247, "grad_norm": 28.047632217407227, "learning_rate": 2.1681415929203542e-05, "loss": 1.1527, "step": 52 }, { "epoch": 0.4778761061946903, "grad_norm": 34.25035858154297, "learning_rate": 2.2566371681415928e-05, "loss": 1.0954, "step": 54 }, { "epoch": 0.49557522123893805, "grad_norm": 154.13543701171875, "learning_rate": 2.345132743362832e-05, "loss": 1.289, "step": 56 }, { "epoch": 0.5132743362831859, "grad_norm": 34.313114166259766, "learning_rate": 2.433628318584071e-05, "loss": 1.4081, "step": 58 }, { "epoch": 0.5309734513274337, "grad_norm": 31.601171493530273, "learning_rate": 2.5221238938053098e-05, "loss": 1.1908, "step": 60 }, { "epoch": 0.5486725663716814, "grad_norm": 40.591888427734375, "learning_rate": 2.610619469026549e-05, "loss": 1.3728, "step": 62 }, { "epoch": 0.5663716814159292, "grad_norm": 39.01655578613281, "learning_rate": 2.6991150442477875e-05, "loss": 1.1882, "step": 64 }, { "epoch": 0.584070796460177, "grad_norm": 35.67778778076172, "learning_rate": 2.7876106194690264e-05, "loss": 0.9822, "step": 66 }, { "epoch": 0.6017699115044248, "grad_norm": 37.64238357543945, "learning_rate": 2.8761061946902656e-05, "loss": 0.9998, "step": 68 }, { "epoch": 0.6194690265486725, "grad_norm": 29.477062225341797, "learning_rate": 2.9203539823008852e-05, "loss": 1.3209, "step": 70 }, { "epoch": 0.6371681415929203, "grad_norm": 21.486434936523438, "learning_rate": 3.008849557522124e-05, "loss": 1.2007, "step": 72 }, { "epoch": 0.6548672566371682, "grad_norm": 32.44023513793945, "learning_rate": 3.097345132743363e-05, "loss": 1.2391, "step": 74 }, { "epoch": 0.672566371681416, "grad_norm": 87.39546203613281, "learning_rate": 3.185840707964602e-05, "loss": 1.2293, "step": 76 }, { "epoch": 0.6902654867256637, "grad_norm": 22.6693058013916, "learning_rate": 3.274336283185841e-05, "loss": 1.3051, "step": 78 }, { "epoch": 0.7079646017699115, "grad_norm": 22.473268508911133, "learning_rate": 3.3628318584070804e-05, "loss": 1.1976, "step": 80 }, { "epoch": 0.7256637168141593, "grad_norm": 27.98000144958496, "learning_rate": 3.451327433628319e-05, "loss": 1.172, "step": 82 }, { "epoch": 0.7433628318584071, "grad_norm": 30.333744049072266, "learning_rate": 3.5398230088495574e-05, "loss": 1.4081, "step": 84 }, { "epoch": 0.7610619469026548, "grad_norm": 32.933128356933594, "learning_rate": 3.628318584070797e-05, "loss": 1.0802, "step": 86 }, { "epoch": 0.7787610619469026, "grad_norm": 29.343582153320312, "learning_rate": 3.716814159292036e-05, "loss": 1.0651, "step": 88 }, { "epoch": 0.7964601769911505, "grad_norm": 28.437707901000977, "learning_rate": 3.8053097345132744e-05, "loss": 1.079, "step": 90 }, { "epoch": 0.8141592920353983, "grad_norm": 34.3442268371582, "learning_rate": 3.893805309734514e-05, "loss": 1.1715, "step": 92 }, { "epoch": 0.831858407079646, "grad_norm": 24.838363647460938, "learning_rate": 3.982300884955752e-05, "loss": 1.2568, "step": 94 }, { "epoch": 0.8495575221238938, "grad_norm": 19.97493553161621, "learning_rate": 4.0707964601769914e-05, "loss": 1.0946, "step": 96 }, { "epoch": 0.8672566371681416, "grad_norm": 26.681554794311523, "learning_rate": 4.15929203539823e-05, "loss": 0.9971, "step": 98 }, { "epoch": 0.8849557522123894, "grad_norm": 20.66066551208496, "learning_rate": 4.247787610619469e-05, "loss": 1.205, "step": 100 }, { "epoch": 0.9026548672566371, "grad_norm": 30.359079360961914, "learning_rate": 4.3362831858407084e-05, "loss": 1.0563, "step": 102 }, { "epoch": 0.9203539823008849, "grad_norm": 42.22723388671875, "learning_rate": 4.4247787610619477e-05, "loss": 1.0019, "step": 104 }, { "epoch": 0.9380530973451328, "grad_norm": 28.618349075317383, "learning_rate": 4.5132743362831855e-05, "loss": 1.1699, "step": 106 }, { "epoch": 0.9557522123893806, "grad_norm": 47.17839431762695, "learning_rate": 4.601769911504425e-05, "loss": 1.0793, "step": 108 }, { "epoch": 0.9734513274336283, "grad_norm": 28.66024398803711, "learning_rate": 4.690265486725664e-05, "loss": 1.1115, "step": 110 }, { "epoch": 0.9911504424778761, "grad_norm": 24.186906814575195, "learning_rate": 4.778761061946903e-05, "loss": 0.9751, "step": 112 }, { "epoch": 1.0, "eval_loss": 1.1276780366897583, "eval_map": 0.1062, "eval_map_50": 0.2136, "eval_map_75": 0.0953, "eval_map_large": 0.1451, "eval_map_medium": 0.0275, "eval_map_per_class": 0.1062, "eval_map_small": 0.0, "eval_mar_1": 0.1671, "eval_mar_10": 0.3786, "eval_mar_100": 0.6103, "eval_mar_100_per_class": 0.6103, "eval_mar_large": 0.6775, "eval_mar_medium": 0.4422, "eval_mar_small": 0.0, "eval_runtime": 4.6231, "eval_samples_per_second": 21.631, "eval_steps_per_second": 1.514, "step": 113 }, { "epoch": 1.008849557522124, "grad_norm": 29.109996795654297, "learning_rate": 4.867256637168142e-05, "loss": 1.0909, "step": 114 }, { "epoch": 1.0265486725663717, "grad_norm": 36.879417419433594, "learning_rate": 4.955752212389381e-05, "loss": 1.0213, "step": 116 }, { "epoch": 1.0442477876106195, "grad_norm": 25.578012466430664, "learning_rate": 4.9950835791543757e-05, "loss": 1.0314, "step": 118 }, { "epoch": 1.0619469026548674, "grad_norm": 20.469444274902344, "learning_rate": 4.985250737463127e-05, "loss": 1.0589, "step": 120 }, { "epoch": 1.079646017699115, "grad_norm": 18.58279037475586, "learning_rate": 4.9754178957718786e-05, "loss": 1.0507, "step": 122 }, { "epoch": 1.0973451327433628, "grad_norm": 29.6292724609375, "learning_rate": 4.9655850540806295e-05, "loss": 1.0577, "step": 124 }, { "epoch": 1.1150442477876106, "grad_norm": 57.019222259521484, "learning_rate": 4.955752212389381e-05, "loss": 1.0879, "step": 126 }, { "epoch": 1.1327433628318584, "grad_norm": 39.2066650390625, "learning_rate": 4.9459193706981325e-05, "loss": 1.1121, "step": 128 }, { "epoch": 1.1504424778761062, "grad_norm": 26.280122756958008, "learning_rate": 4.936086529006883e-05, "loss": 1.001, "step": 130 }, { "epoch": 1.168141592920354, "grad_norm": 41.13880920410156, "learning_rate": 4.926253687315635e-05, "loss": 1.0486, "step": 132 }, { "epoch": 1.1858407079646018, "grad_norm": 45.9874267578125, "learning_rate": 4.9164208456243856e-05, "loss": 1.0237, "step": 134 }, { "epoch": 1.2035398230088497, "grad_norm": 31.62242317199707, "learning_rate": 4.906588003933137e-05, "loss": 1.0973, "step": 136 }, { "epoch": 1.2212389380530975, "grad_norm": 30.55558967590332, "learning_rate": 4.8967551622418886e-05, "loss": 1.0251, "step": 138 }, { "epoch": 1.238938053097345, "grad_norm": 40.2532844543457, "learning_rate": 4.8869223205506394e-05, "loss": 0.9459, "step": 140 }, { "epoch": 1.2566371681415929, "grad_norm": 77.14492797851562, "learning_rate": 4.877089478859391e-05, "loss": 1.0721, "step": 142 }, { "epoch": 1.2743362831858407, "grad_norm": 30.2625732421875, "learning_rate": 4.867256637168142e-05, "loss": 1.0249, "step": 144 }, { "epoch": 1.2920353982300885, "grad_norm": 39.786590576171875, "learning_rate": 4.857423795476893e-05, "loss": 1.0735, "step": 146 }, { "epoch": 1.3097345132743363, "grad_norm": 33.97883605957031, "learning_rate": 4.847590953785645e-05, "loss": 0.9914, "step": 148 }, { "epoch": 1.3274336283185841, "grad_norm": 27.49061393737793, "learning_rate": 4.8377581120943956e-05, "loss": 1.2146, "step": 150 }, { "epoch": 1.3451327433628317, "grad_norm": 25.95128059387207, "learning_rate": 4.827925270403147e-05, "loss": 1.048, "step": 152 }, { "epoch": 1.3628318584070795, "grad_norm": 25.32373809814453, "learning_rate": 4.818092428711898e-05, "loss": 1.0952, "step": 154 }, { "epoch": 1.3805309734513274, "grad_norm": 29.068500518798828, "learning_rate": 4.8082595870206494e-05, "loss": 1.0903, "step": 156 }, { "epoch": 1.3982300884955752, "grad_norm": 30.730670928955078, "learning_rate": 4.7984267453294e-05, "loss": 1.0388, "step": 158 }, { "epoch": 1.415929203539823, "grad_norm": 34.4339714050293, "learning_rate": 4.788593903638152e-05, "loss": 1.0369, "step": 160 }, { "epoch": 1.4336283185840708, "grad_norm": 74.3895263671875, "learning_rate": 4.778761061946903e-05, "loss": 1.0317, "step": 162 }, { "epoch": 1.4513274336283186, "grad_norm": 25.546483993530273, "learning_rate": 4.768928220255654e-05, "loss": 0.9741, "step": 164 }, { "epoch": 1.4690265486725664, "grad_norm": 26.646549224853516, "learning_rate": 4.7590953785644055e-05, "loss": 1.1132, "step": 166 }, { "epoch": 1.4867256637168142, "grad_norm": 27.06178092956543, "learning_rate": 4.749262536873156e-05, "loss": 0.9592, "step": 168 }, { "epoch": 1.504424778761062, "grad_norm": 27.895265579223633, "learning_rate": 4.739429695181908e-05, "loss": 1.0061, "step": 170 }, { "epoch": 1.5221238938053099, "grad_norm": 28.37946319580078, "learning_rate": 4.729596853490659e-05, "loss": 0.9069, "step": 172 }, { "epoch": 1.5398230088495575, "grad_norm": 22.880842208862305, "learning_rate": 4.71976401179941e-05, "loss": 1.0585, "step": 174 }, { "epoch": 1.5575221238938053, "grad_norm": 27.391437530517578, "learning_rate": 4.7099311701081617e-05, "loss": 1.1805, "step": 176 }, { "epoch": 1.575221238938053, "grad_norm": 76.33792877197266, "learning_rate": 4.7000983284169125e-05, "loss": 0.93, "step": 178 }, { "epoch": 1.592920353982301, "grad_norm": 32.36155700683594, "learning_rate": 4.690265486725664e-05, "loss": 1.066, "step": 180 }, { "epoch": 1.6106194690265485, "grad_norm": 23.659805297851562, "learning_rate": 4.680432645034415e-05, "loss": 0.9452, "step": 182 }, { "epoch": 1.6283185840707963, "grad_norm": 40.60184097290039, "learning_rate": 4.670599803343166e-05, "loss": 0.9825, "step": 184 }, { "epoch": 1.6460176991150441, "grad_norm": 47.14199447631836, "learning_rate": 4.660766961651918e-05, "loss": 0.9014, "step": 186 }, { "epoch": 1.663716814159292, "grad_norm": 26.055511474609375, "learning_rate": 4.6509341199606686e-05, "loss": 1.0034, "step": 188 }, { "epoch": 1.6814159292035398, "grad_norm": 31.73177146911621, "learning_rate": 4.64110127826942e-05, "loss": 1.0716, "step": 190 }, { "epoch": 1.6991150442477876, "grad_norm": 28.099885940551758, "learning_rate": 4.631268436578171e-05, "loss": 1.1829, "step": 192 }, { "epoch": 1.7168141592920354, "grad_norm": 13.378188133239746, "learning_rate": 4.6214355948869224e-05, "loss": 0.9111, "step": 194 }, { "epoch": 1.7345132743362832, "grad_norm": 22.647581100463867, "learning_rate": 4.611602753195674e-05, "loss": 1.0079, "step": 196 }, { "epoch": 1.752212389380531, "grad_norm": 22.10202407836914, "learning_rate": 4.601769911504425e-05, "loss": 1.0541, "step": 198 }, { "epoch": 1.7699115044247788, "grad_norm": 19.46767807006836, "learning_rate": 4.591937069813176e-05, "loss": 0.8407, "step": 200 }, { "epoch": 1.7876106194690267, "grad_norm": 34.163822174072266, "learning_rate": 4.582104228121927e-05, "loss": 1.157, "step": 202 }, { "epoch": 1.8053097345132745, "grad_norm": 24.074146270751953, "learning_rate": 4.5722713864306786e-05, "loss": 0.9934, "step": 204 }, { "epoch": 1.823008849557522, "grad_norm": 150.62364196777344, "learning_rate": 4.5624385447394294e-05, "loss": 0.9615, "step": 206 }, { "epoch": 1.8407079646017699, "grad_norm": 20.424564361572266, "learning_rate": 4.552605703048181e-05, "loss": 1.0251, "step": 208 }, { "epoch": 1.8584070796460177, "grad_norm": 30.88136100769043, "learning_rate": 4.5427728613569324e-05, "loss": 0.9429, "step": 210 }, { "epoch": 1.8761061946902655, "grad_norm": 25.247404098510742, "learning_rate": 4.532940019665683e-05, "loss": 0.9711, "step": 212 }, { "epoch": 1.893805309734513, "grad_norm": 37.985774993896484, "learning_rate": 4.523107177974435e-05, "loss": 0.9705, "step": 214 }, { "epoch": 1.911504424778761, "grad_norm": 22.748384475708008, "learning_rate": 4.5132743362831855e-05, "loss": 1.0017, "step": 216 }, { "epoch": 1.9292035398230087, "grad_norm": 19.267290115356445, "learning_rate": 4.503441494591937e-05, "loss": 0.9072, "step": 218 }, { "epoch": 1.9469026548672566, "grad_norm": 19.34298324584961, "learning_rate": 4.4936086529006885e-05, "loss": 1.0597, "step": 220 }, { "epoch": 1.9646017699115044, "grad_norm": 23.347171783447266, "learning_rate": 4.48377581120944e-05, "loss": 0.9139, "step": 222 }, { "epoch": 1.9823008849557522, "grad_norm": 20.579362869262695, "learning_rate": 4.473942969518191e-05, "loss": 0.8591, "step": 224 }, { "epoch": 2.0, "grad_norm": 64.1324691772461, "learning_rate": 4.464110127826942e-05, "loss": 1.0063, "step": 226 }, { "epoch": 2.0, "eval_loss": 0.9410255551338196, "eval_map": 0.2993, "eval_map_50": 0.536, "eval_map_75": 0.3136, "eval_map_large": 0.3631, "eval_map_medium": 0.1534, "eval_map_per_class": 0.2993, "eval_map_small": 0.0, "eval_mar_1": 0.2427, "eval_mar_10": 0.5261, "eval_mar_100": 0.6393, "eval_mar_100_per_class": 0.6393, "eval_mar_large": 0.7107, "eval_mar_medium": 0.4609, "eval_mar_small": 0.0, "eval_runtime": 3.9582, "eval_samples_per_second": 25.264, "eval_steps_per_second": 1.768, "step": 226 }, { "epoch": 2.017699115044248, "grad_norm": 27.324804306030273, "learning_rate": 4.454277286135694e-05, "loss": 0.9027, "step": 228 }, { "epoch": 2.0353982300884956, "grad_norm": 20.43166732788086, "learning_rate": 4.4444444444444447e-05, "loss": 0.9257, "step": 230 }, { "epoch": 2.0530973451327434, "grad_norm": 18.177186965942383, "learning_rate": 4.434611602753196e-05, "loss": 0.9379, "step": 232 }, { "epoch": 2.0707964601769913, "grad_norm": 24.545679092407227, "learning_rate": 4.4247787610619477e-05, "loss": 1.0571, "step": 234 }, { "epoch": 2.088495575221239, "grad_norm": 21.458559036254883, "learning_rate": 4.4149459193706985e-05, "loss": 1.0239, "step": 236 }, { "epoch": 2.106194690265487, "grad_norm": 20.25364112854004, "learning_rate": 4.40511307767945e-05, "loss": 0.9194, "step": 238 }, { "epoch": 2.1238938053097347, "grad_norm": 24.264408111572266, "learning_rate": 4.395280235988201e-05, "loss": 0.9601, "step": 240 }, { "epoch": 2.1415929203539825, "grad_norm": 17.67040252685547, "learning_rate": 4.385447394296952e-05, "loss": 1.1069, "step": 242 }, { "epoch": 2.15929203539823, "grad_norm": 25.185571670532227, "learning_rate": 4.375614552605704e-05, "loss": 0.9537, "step": 244 }, { "epoch": 2.1769911504424777, "grad_norm": 39.48079299926758, "learning_rate": 4.3657817109144546e-05, "loss": 1.082, "step": 246 }, { "epoch": 2.1946902654867255, "grad_norm": 22.608633041381836, "learning_rate": 4.355948869223206e-05, "loss": 0.8366, "step": 248 }, { "epoch": 2.2123893805309733, "grad_norm": 57.35368347167969, "learning_rate": 4.346116027531957e-05, "loss": 0.8564, "step": 250 }, { "epoch": 2.230088495575221, "grad_norm": 34.98164367675781, "learning_rate": 4.3362831858407084e-05, "loss": 0.8928, "step": 252 }, { "epoch": 2.247787610619469, "grad_norm": 19.134063720703125, "learning_rate": 4.326450344149459e-05, "loss": 0.9219, "step": 254 }, { "epoch": 2.265486725663717, "grad_norm": 33.00546646118164, "learning_rate": 4.316617502458211e-05, "loss": 0.8816, "step": 256 }, { "epoch": 2.2831858407079646, "grad_norm": 26.70623779296875, "learning_rate": 4.306784660766962e-05, "loss": 0.9003, "step": 258 }, { "epoch": 2.3008849557522124, "grad_norm": 16.002517700195312, "learning_rate": 4.296951819075713e-05, "loss": 0.9086, "step": 260 }, { "epoch": 2.3185840707964602, "grad_norm": 26.876773834228516, "learning_rate": 4.2871189773844646e-05, "loss": 0.8936, "step": 262 }, { "epoch": 2.336283185840708, "grad_norm": 19.438966751098633, "learning_rate": 4.2772861356932154e-05, "loss": 0.886, "step": 264 }, { "epoch": 2.353982300884956, "grad_norm": 18.447446823120117, "learning_rate": 4.267453294001967e-05, "loss": 0.9216, "step": 266 }, { "epoch": 2.3716814159292037, "grad_norm": 17.754484176635742, "learning_rate": 4.2576204523107184e-05, "loss": 0.8503, "step": 268 }, { "epoch": 2.3893805309734515, "grad_norm": 21.90740394592285, "learning_rate": 4.247787610619469e-05, "loss": 0.8937, "step": 270 }, { "epoch": 2.4070796460176993, "grad_norm": 17.798200607299805, "learning_rate": 4.237954768928221e-05, "loss": 0.97, "step": 272 }, { "epoch": 2.4247787610619467, "grad_norm": 26.43834114074707, "learning_rate": 4.2281219272369715e-05, "loss": 0.7791, "step": 274 }, { "epoch": 2.442477876106195, "grad_norm": 18.365053176879883, "learning_rate": 4.218289085545723e-05, "loss": 0.9906, "step": 276 }, { "epoch": 2.4601769911504423, "grad_norm": 26.327442169189453, "learning_rate": 4.208456243854474e-05, "loss": 1.001, "step": 278 }, { "epoch": 2.47787610619469, "grad_norm": 22.054363250732422, "learning_rate": 4.1986234021632253e-05, "loss": 1.0239, "step": 280 }, { "epoch": 2.495575221238938, "grad_norm": 39.17606735229492, "learning_rate": 4.188790560471977e-05, "loss": 0.9184, "step": 282 }, { "epoch": 2.5132743362831858, "grad_norm": 18.545665740966797, "learning_rate": 4.178957718780728e-05, "loss": 0.8107, "step": 284 }, { "epoch": 2.5309734513274336, "grad_norm": 15.98513412475586, "learning_rate": 4.169124877089479e-05, "loss": 1.0371, "step": 286 }, { "epoch": 2.5486725663716814, "grad_norm": 23.60863494873047, "learning_rate": 4.15929203539823e-05, "loss": 0.8471, "step": 288 }, { "epoch": 2.566371681415929, "grad_norm": 39.60649108886719, "learning_rate": 4.1494591937069815e-05, "loss": 0.9184, "step": 290 }, { "epoch": 2.584070796460177, "grad_norm": 32.43935012817383, "learning_rate": 4.139626352015733e-05, "loss": 0.8087, "step": 292 }, { "epoch": 2.601769911504425, "grad_norm": 22.511394500732422, "learning_rate": 4.129793510324484e-05, "loss": 0.8604, "step": 294 }, { "epoch": 2.6194690265486726, "grad_norm": 17.795698165893555, "learning_rate": 4.119960668633235e-05, "loss": 0.9068, "step": 296 }, { "epoch": 2.6371681415929205, "grad_norm": 25.883586883544922, "learning_rate": 4.110127826941986e-05, "loss": 0.7654, "step": 298 }, { "epoch": 2.6548672566371683, "grad_norm": 17.679630279541016, "learning_rate": 4.1002949852507376e-05, "loss": 0.8956, "step": 300 }, { "epoch": 2.672566371681416, "grad_norm": 40.860904693603516, "learning_rate": 4.0904621435594884e-05, "loss": 0.9776, "step": 302 }, { "epoch": 2.6902654867256635, "grad_norm": 30.485763549804688, "learning_rate": 4.08062930186824e-05, "loss": 0.7637, "step": 304 }, { "epoch": 2.7079646017699117, "grad_norm": 20.94835090637207, "learning_rate": 4.0707964601769914e-05, "loss": 0.972, "step": 306 }, { "epoch": 2.725663716814159, "grad_norm": 28.85026741027832, "learning_rate": 4.060963618485742e-05, "loss": 1.0257, "step": 308 }, { "epoch": 2.7433628318584073, "grad_norm": 20.580015182495117, "learning_rate": 4.051130776794494e-05, "loss": 0.9242, "step": 310 }, { "epoch": 2.7610619469026547, "grad_norm": 19.40909767150879, "learning_rate": 4.0412979351032446e-05, "loss": 1.0149, "step": 312 }, { "epoch": 2.7787610619469025, "grad_norm": 17.306678771972656, "learning_rate": 4.031465093411996e-05, "loss": 0.8118, "step": 314 }, { "epoch": 2.7964601769911503, "grad_norm": 30.43448829650879, "learning_rate": 4.0216322517207476e-05, "loss": 0.8623, "step": 316 }, { "epoch": 2.814159292035398, "grad_norm": 20.09423828125, "learning_rate": 4.0117994100294984e-05, "loss": 0.8364, "step": 318 }, { "epoch": 2.831858407079646, "grad_norm": 16.069490432739258, "learning_rate": 4.00196656833825e-05, "loss": 0.812, "step": 320 }, { "epoch": 2.849557522123894, "grad_norm": 25.968656539916992, "learning_rate": 3.992133726647001e-05, "loss": 0.8953, "step": 322 }, { "epoch": 2.8672566371681416, "grad_norm": 28.93232536315918, "learning_rate": 3.982300884955752e-05, "loss": 1.0083, "step": 324 }, { "epoch": 2.8849557522123894, "grad_norm": 32.24972152709961, "learning_rate": 3.972468043264504e-05, "loss": 0.9767, "step": 326 }, { "epoch": 2.9026548672566372, "grad_norm": 32.170352935791016, "learning_rate": 3.9626352015732545e-05, "loss": 0.787, "step": 328 }, { "epoch": 2.920353982300885, "grad_norm": 19.10132598876953, "learning_rate": 3.952802359882006e-05, "loss": 0.8321, "step": 330 }, { "epoch": 2.938053097345133, "grad_norm": 30.334962844848633, "learning_rate": 3.9429695181907575e-05, "loss": 0.8306, "step": 332 }, { "epoch": 2.9557522123893807, "grad_norm": 24.146038055419922, "learning_rate": 3.9331366764995083e-05, "loss": 0.8859, "step": 334 }, { "epoch": 2.9734513274336285, "grad_norm": 24.66895294189453, "learning_rate": 3.92330383480826e-05, "loss": 0.8035, "step": 336 }, { "epoch": 2.991150442477876, "grad_norm": 18.740558624267578, "learning_rate": 3.9134709931170113e-05, "loss": 0.8284, "step": 338 }, { "epoch": 3.0, "eval_loss": 0.883878231048584, "eval_map": 0.4451, "eval_map_50": 0.8057, "eval_map_75": 0.399, "eval_map_large": 0.5228, "eval_map_medium": 0.2384, "eval_map_per_class": 0.4451, "eval_map_small": 0.0123, "eval_mar_1": 0.2662, "eval_mar_10": 0.5637, "eval_mar_100": 0.6295, "eval_mar_100_per_class": 0.6295, "eval_mar_large": 0.6976, "eval_mar_medium": 0.4547, "eval_mar_small": 0.3, "eval_runtime": 4.2753, "eval_samples_per_second": 23.39, "eval_steps_per_second": 1.637, "step": 339 }, { "epoch": 3.0088495575221237, "grad_norm": 17.387792587280273, "learning_rate": 3.903638151425762e-05, "loss": 0.9204, "step": 340 }, { "epoch": 3.0265486725663715, "grad_norm": 23.816524505615234, "learning_rate": 3.893805309734514e-05, "loss": 0.7563, "step": 342 }, { "epoch": 3.0442477876106193, "grad_norm": 23.070165634155273, "learning_rate": 3.883972468043265e-05, "loss": 0.6889, "step": 344 }, { "epoch": 3.061946902654867, "grad_norm": 21.282630920410156, "learning_rate": 3.874139626352016e-05, "loss": 0.7727, "step": 346 }, { "epoch": 3.079646017699115, "grad_norm": 32.04922866821289, "learning_rate": 3.8643067846607675e-05, "loss": 0.7494, "step": 348 }, { "epoch": 3.0973451327433628, "grad_norm": 22.994802474975586, "learning_rate": 3.854473942969518e-05, "loss": 0.9539, "step": 350 }, { "epoch": 3.1150442477876106, "grad_norm": 19.214599609375, "learning_rate": 3.84464110127827e-05, "loss": 0.6915, "step": 352 }, { "epoch": 3.1327433628318584, "grad_norm": 15.473613739013672, "learning_rate": 3.834808259587021e-05, "loss": 0.8087, "step": 354 }, { "epoch": 3.150442477876106, "grad_norm": 27.318443298339844, "learning_rate": 3.824975417895772e-05, "loss": 0.7237, "step": 356 }, { "epoch": 3.168141592920354, "grad_norm": 20.30460548400879, "learning_rate": 3.8151425762045236e-05, "loss": 0.8245, "step": 358 }, { "epoch": 3.185840707964602, "grad_norm": 20.886333465576172, "learning_rate": 3.8053097345132744e-05, "loss": 0.9283, "step": 360 }, { "epoch": 3.2035398230088497, "grad_norm": 19.330215454101562, "learning_rate": 3.795476892822026e-05, "loss": 0.8195, "step": 362 }, { "epoch": 3.2212389380530975, "grad_norm": 28.00650405883789, "learning_rate": 3.7856440511307774e-05, "loss": 0.8749, "step": 364 }, { "epoch": 3.2389380530973453, "grad_norm": 23.165494918823242, "learning_rate": 3.775811209439528e-05, "loss": 0.8077, "step": 366 }, { "epoch": 3.256637168141593, "grad_norm": 24.138504028320312, "learning_rate": 3.76597836774828e-05, "loss": 0.7378, "step": 368 }, { "epoch": 3.274336283185841, "grad_norm": 26.703155517578125, "learning_rate": 3.7561455260570306e-05, "loss": 0.771, "step": 370 }, { "epoch": 3.2920353982300883, "grad_norm": 19.84184455871582, "learning_rate": 3.746312684365782e-05, "loss": 0.8013, "step": 372 }, { "epoch": 3.309734513274336, "grad_norm": 23.238510131835938, "learning_rate": 3.736479842674533e-05, "loss": 0.7144, "step": 374 }, { "epoch": 3.327433628318584, "grad_norm": 27.819055557250977, "learning_rate": 3.7266470009832844e-05, "loss": 0.9366, "step": 376 }, { "epoch": 3.3451327433628317, "grad_norm": 18.144052505493164, "learning_rate": 3.716814159292036e-05, "loss": 0.8564, "step": 378 }, { "epoch": 3.3628318584070795, "grad_norm": 16.014623641967773, "learning_rate": 3.706981317600787e-05, "loss": 0.9854, "step": 380 }, { "epoch": 3.3805309734513274, "grad_norm": 19.18610191345215, "learning_rate": 3.697148475909538e-05, "loss": 0.8153, "step": 382 }, { "epoch": 3.398230088495575, "grad_norm": 28.12213134765625, "learning_rate": 3.687315634218289e-05, "loss": 0.8107, "step": 384 }, { "epoch": 3.415929203539823, "grad_norm": 42.245262145996094, "learning_rate": 3.6774827925270405e-05, "loss": 0.8498, "step": 386 }, { "epoch": 3.433628318584071, "grad_norm": 20.642005920410156, "learning_rate": 3.667649950835792e-05, "loss": 0.8426, "step": 388 }, { "epoch": 3.4513274336283186, "grad_norm": 20.72900390625, "learning_rate": 3.657817109144543e-05, "loss": 0.7979, "step": 390 }, { "epoch": 3.4690265486725664, "grad_norm": 36.909027099609375, "learning_rate": 3.6479842674532944e-05, "loss": 1.0862, "step": 392 }, { "epoch": 3.4867256637168142, "grad_norm": 34.34043884277344, "learning_rate": 3.638151425762045e-05, "loss": 0.9602, "step": 394 }, { "epoch": 3.504424778761062, "grad_norm": 17.44400978088379, "learning_rate": 3.628318584070797e-05, "loss": 0.7522, "step": 396 }, { "epoch": 3.52212389380531, "grad_norm": 29.59943962097168, "learning_rate": 3.6184857423795475e-05, "loss": 0.8881, "step": 398 }, { "epoch": 3.5398230088495577, "grad_norm": 33.33137893676758, "learning_rate": 3.608652900688299e-05, "loss": 0.9806, "step": 400 }, { "epoch": 3.557522123893805, "grad_norm": 25.366241455078125, "learning_rate": 3.5988200589970505e-05, "loss": 1.0134, "step": 402 }, { "epoch": 3.5752212389380533, "grad_norm": 28.731691360473633, "learning_rate": 3.588987217305801e-05, "loss": 0.926, "step": 404 }, { "epoch": 3.5929203539823007, "grad_norm": 24.277082443237305, "learning_rate": 3.579154375614553e-05, "loss": 0.8202, "step": 406 }, { "epoch": 3.6106194690265485, "grad_norm": 15.626072883605957, "learning_rate": 3.5693215339233036e-05, "loss": 0.8415, "step": 408 }, { "epoch": 3.6283185840707963, "grad_norm": 35.861610412597656, "learning_rate": 3.559488692232055e-05, "loss": 0.8739, "step": 410 }, { "epoch": 3.646017699115044, "grad_norm": 30.36337661743164, "learning_rate": 3.5496558505408066e-05, "loss": 0.7045, "step": 412 }, { "epoch": 3.663716814159292, "grad_norm": 25.959348678588867, "learning_rate": 3.5398230088495574e-05, "loss": 0.6826, "step": 414 }, { "epoch": 3.6814159292035398, "grad_norm": 20.39558219909668, "learning_rate": 3.529990167158309e-05, "loss": 0.8847, "step": 416 }, { "epoch": 3.6991150442477876, "grad_norm": 13.092119216918945, "learning_rate": 3.52015732546706e-05, "loss": 1.0101, "step": 418 }, { "epoch": 3.7168141592920354, "grad_norm": 32.8824462890625, "learning_rate": 3.510324483775811e-05, "loss": 0.8229, "step": 420 }, { "epoch": 3.734513274336283, "grad_norm": 52.47900390625, "learning_rate": 3.500491642084562e-05, "loss": 0.8438, "step": 422 }, { "epoch": 3.752212389380531, "grad_norm": 40.38644790649414, "learning_rate": 3.4906588003933136e-05, "loss": 0.8129, "step": 424 }, { "epoch": 3.769911504424779, "grad_norm": 24.974903106689453, "learning_rate": 3.480825958702065e-05, "loss": 0.8478, "step": 426 }, { "epoch": 3.7876106194690267, "grad_norm": 26.479198455810547, "learning_rate": 3.470993117010816e-05, "loss": 0.8803, "step": 428 }, { "epoch": 3.8053097345132745, "grad_norm": 20.01055908203125, "learning_rate": 3.4611602753195674e-05, "loss": 0.8078, "step": 430 }, { "epoch": 3.823008849557522, "grad_norm": 34.75425720214844, "learning_rate": 3.451327433628319e-05, "loss": 0.9117, "step": 432 }, { "epoch": 3.84070796460177, "grad_norm": 30.763608932495117, "learning_rate": 3.44149459193707e-05, "loss": 0.7776, "step": 434 }, { "epoch": 3.8584070796460175, "grad_norm": 38.77566909790039, "learning_rate": 3.431661750245821e-05, "loss": 0.8284, "step": 436 }, { "epoch": 3.8761061946902657, "grad_norm": 24.3690128326416, "learning_rate": 3.421828908554573e-05, "loss": 0.7673, "step": 438 }, { "epoch": 3.893805309734513, "grad_norm": 22.95048713684082, "learning_rate": 3.4119960668633235e-05, "loss": 0.7641, "step": 440 }, { "epoch": 3.911504424778761, "grad_norm": 21.6431827545166, "learning_rate": 3.402163225172075e-05, "loss": 0.832, "step": 442 }, { "epoch": 3.9292035398230087, "grad_norm": 30.03487777709961, "learning_rate": 3.3923303834808265e-05, "loss": 0.8857, "step": 444 }, { "epoch": 3.9469026548672566, "grad_norm": 32.90857696533203, "learning_rate": 3.3824975417895774e-05, "loss": 0.8063, "step": 446 }, { "epoch": 3.9646017699115044, "grad_norm": 18.506166458129883, "learning_rate": 3.372664700098329e-05, "loss": 0.8189, "step": 448 }, { "epoch": 3.982300884955752, "grad_norm": 21.59197235107422, "learning_rate": 3.3628318584070804e-05, "loss": 0.711, "step": 450 }, { "epoch": 4.0, "grad_norm": 55.65620422363281, "learning_rate": 3.352999016715831e-05, "loss": 0.8934, "step": 452 }, { "epoch": 4.0, "eval_loss": 0.8967828154563904, "eval_map": 0.4488, "eval_map_50": 0.8568, "eval_map_75": 0.4271, "eval_map_large": 0.5174, "eval_map_medium": 0.264, "eval_map_per_class": 0.4488, "eval_map_small": 0.0, "eval_mar_1": 0.2483, "eval_mar_10": 0.5628, "eval_mar_100": 0.6197, "eval_mar_100_per_class": 0.6197, "eval_mar_large": 0.6834, "eval_mar_medium": 0.4609, "eval_mar_small": 0.0, "eval_runtime": 3.9666, "eval_samples_per_second": 25.21, "eval_steps_per_second": 1.765, "step": 452 }, { "epoch": 4.017699115044247, "grad_norm": 27.480350494384766, "learning_rate": 3.343166175024583e-05, "loss": 0.8197, "step": 454 }, { "epoch": 4.035398230088496, "grad_norm": 17.332786560058594, "learning_rate": 3.3333333333333335e-05, "loss": 0.8171, "step": 456 }, { "epoch": 4.053097345132743, "grad_norm": 14.860098838806152, "learning_rate": 3.323500491642085e-05, "loss": 0.7993, "step": 458 }, { "epoch": 4.070796460176991, "grad_norm": 16.08732795715332, "learning_rate": 3.313667649950836e-05, "loss": 0.7328, "step": 460 }, { "epoch": 4.088495575221239, "grad_norm": 24.5137939453125, "learning_rate": 3.303834808259587e-05, "loss": 0.7629, "step": 462 }, { "epoch": 4.106194690265487, "grad_norm": 28.86885643005371, "learning_rate": 3.294001966568339e-05, "loss": 0.9142, "step": 464 }, { "epoch": 4.123893805309734, "grad_norm": 26.640892028808594, "learning_rate": 3.2841691248770896e-05, "loss": 0.8952, "step": 466 }, { "epoch": 4.1415929203539825, "grad_norm": 16.20265769958496, "learning_rate": 3.274336283185841e-05, "loss": 0.7812, "step": 468 }, { "epoch": 4.15929203539823, "grad_norm": 22.30803871154785, "learning_rate": 3.264503441494592e-05, "loss": 0.8641, "step": 470 }, { "epoch": 4.176991150442478, "grad_norm": 17.450302124023438, "learning_rate": 3.2546705998033434e-05, "loss": 0.8061, "step": 472 }, { "epoch": 4.1946902654867255, "grad_norm": 20.605792999267578, "learning_rate": 3.244837758112095e-05, "loss": 0.8872, "step": 474 }, { "epoch": 4.212389380530974, "grad_norm": 21.550548553466797, "learning_rate": 3.235004916420846e-05, "loss": 0.8599, "step": 476 }, { "epoch": 4.230088495575221, "grad_norm": 14.21965217590332, "learning_rate": 3.225172074729597e-05, "loss": 0.7412, "step": 478 }, { "epoch": 4.247787610619469, "grad_norm": 24.305540084838867, "learning_rate": 3.215339233038348e-05, "loss": 0.7362, "step": 480 }, { "epoch": 4.265486725663717, "grad_norm": 26.687883377075195, "learning_rate": 3.2055063913470996e-05, "loss": 0.8364, "step": 482 }, { "epoch": 4.283185840707965, "grad_norm": 23.61547088623047, "learning_rate": 3.1956735496558504e-05, "loss": 0.6807, "step": 484 }, { "epoch": 4.300884955752212, "grad_norm": 36.08306121826172, "learning_rate": 3.185840707964602e-05, "loss": 0.7484, "step": 486 }, { "epoch": 4.31858407079646, "grad_norm": 24.663066864013672, "learning_rate": 3.1760078662733534e-05, "loss": 0.7722, "step": 488 }, { "epoch": 4.336283185840708, "grad_norm": 25.614458084106445, "learning_rate": 3.166175024582104e-05, "loss": 0.9276, "step": 490 }, { "epoch": 4.353982300884955, "grad_norm": 22.014490127563477, "learning_rate": 3.156342182890856e-05, "loss": 0.8552, "step": 492 }, { "epoch": 4.371681415929204, "grad_norm": 16.620935440063477, "learning_rate": 3.1465093411996065e-05, "loss": 0.8883, "step": 494 }, { "epoch": 4.389380530973451, "grad_norm": 19.76045036315918, "learning_rate": 3.136676499508358e-05, "loss": 0.5994, "step": 496 }, { "epoch": 4.407079646017699, "grad_norm": 27.53520393371582, "learning_rate": 3.1268436578171095e-05, "loss": 0.7127, "step": 498 }, { "epoch": 4.424778761061947, "grad_norm": 17.578168869018555, "learning_rate": 3.1170108161258604e-05, "loss": 0.8606, "step": 500 }, { "epoch": 4.442477876106195, "grad_norm": 25.594207763671875, "learning_rate": 3.107177974434612e-05, "loss": 0.736, "step": 502 }, { "epoch": 4.460176991150442, "grad_norm": 17.3150691986084, "learning_rate": 3.097345132743363e-05, "loss": 0.8871, "step": 504 }, { "epoch": 4.477876106194691, "grad_norm": 34.62860107421875, "learning_rate": 3.087512291052114e-05, "loss": 0.8176, "step": 506 }, { "epoch": 4.495575221238938, "grad_norm": 21.978734970092773, "learning_rate": 3.077679449360865e-05, "loss": 0.8523, "step": 508 }, { "epoch": 4.513274336283186, "grad_norm": 37.72077941894531, "learning_rate": 3.0678466076696165e-05, "loss": 0.6939, "step": 510 }, { "epoch": 4.530973451327434, "grad_norm": 29.62040901184082, "learning_rate": 3.058013765978368e-05, "loss": 0.9062, "step": 512 }, { "epoch": 4.548672566371682, "grad_norm": 43.172821044921875, "learning_rate": 3.048180924287119e-05, "loss": 0.9389, "step": 514 }, { "epoch": 4.566371681415929, "grad_norm": 19.374061584472656, "learning_rate": 3.0383480825958703e-05, "loss": 0.8577, "step": 516 }, { "epoch": 4.584070796460177, "grad_norm": 18.854230880737305, "learning_rate": 3.0285152409046215e-05, "loss": 0.7861, "step": 518 }, { "epoch": 4.601769911504425, "grad_norm": 27.53508949279785, "learning_rate": 3.018682399213373e-05, "loss": 0.8935, "step": 520 }, { "epoch": 4.619469026548672, "grad_norm": 25.085142135620117, "learning_rate": 3.008849557522124e-05, "loss": 0.6619, "step": 522 }, { "epoch": 4.6371681415929205, "grad_norm": 22.648717880249023, "learning_rate": 2.9990167158308753e-05, "loss": 0.7065, "step": 524 }, { "epoch": 4.654867256637168, "grad_norm": 19.692138671875, "learning_rate": 2.9891838741396268e-05, "loss": 0.8524, "step": 526 }, { "epoch": 4.672566371681416, "grad_norm": 17.703353881835938, "learning_rate": 2.9793510324483776e-05, "loss": 0.8405, "step": 528 }, { "epoch": 4.6902654867256635, "grad_norm": 19.434688568115234, "learning_rate": 2.969518190757129e-05, "loss": 0.7932, "step": 530 }, { "epoch": 4.707964601769912, "grad_norm": 19.711090087890625, "learning_rate": 2.95968534906588e-05, "loss": 0.6708, "step": 532 }, { "epoch": 4.725663716814159, "grad_norm": 32.07950973510742, "learning_rate": 2.9498525073746314e-05, "loss": 0.8732, "step": 534 }, { "epoch": 4.743362831858407, "grad_norm": 26.682344436645508, "learning_rate": 2.940019665683383e-05, "loss": 0.8234, "step": 536 }, { "epoch": 4.761061946902655, "grad_norm": 20.226280212402344, "learning_rate": 2.9301868239921338e-05, "loss": 0.6903, "step": 538 }, { "epoch": 4.778761061946903, "grad_norm": 28.748722076416016, "learning_rate": 2.9203539823008852e-05, "loss": 0.8606, "step": 540 }, { "epoch": 4.79646017699115, "grad_norm": 21.78730583190918, "learning_rate": 2.910521140609636e-05, "loss": 0.7924, "step": 542 }, { "epoch": 4.814159292035399, "grad_norm": 24.920272827148438, "learning_rate": 2.9006882989183876e-05, "loss": 0.7917, "step": 544 }, { "epoch": 4.831858407079646, "grad_norm": 32.964298248291016, "learning_rate": 2.890855457227139e-05, "loss": 0.8017, "step": 546 }, { "epoch": 4.849557522123893, "grad_norm": 27.990001678466797, "learning_rate": 2.88102261553589e-05, "loss": 0.8392, "step": 548 }, { "epoch": 4.867256637168142, "grad_norm": 24.096538543701172, "learning_rate": 2.8711897738446414e-05, "loss": 0.9032, "step": 550 }, { "epoch": 4.88495575221239, "grad_norm": 22.516420364379883, "learning_rate": 2.8613569321533922e-05, "loss": 0.8411, "step": 552 }, { "epoch": 4.902654867256637, "grad_norm": 32.133506774902344, "learning_rate": 2.8515240904621437e-05, "loss": 0.824, "step": 554 }, { "epoch": 4.920353982300885, "grad_norm": 20.993709564208984, "learning_rate": 2.8416912487708945e-05, "loss": 0.6233, "step": 556 }, { "epoch": 4.938053097345133, "grad_norm": 17.405899047851562, "learning_rate": 2.831858407079646e-05, "loss": 0.8157, "step": 558 }, { "epoch": 4.95575221238938, "grad_norm": 18.684974670410156, "learning_rate": 2.8220255653883975e-05, "loss": 0.889, "step": 560 }, { "epoch": 4.9734513274336285, "grad_norm": 22.140762329101562, "learning_rate": 2.8121927236971483e-05, "loss": 0.7555, "step": 562 }, { "epoch": 4.991150442477876, "grad_norm": 93.78765869140625, "learning_rate": 2.8023598820059e-05, "loss": 0.8166, "step": 564 }, { "epoch": 5.0, "eval_loss": 0.8204176425933838, "eval_map": 0.4963, "eval_map_50": 0.8784, "eval_map_75": 0.5214, "eval_map_large": 0.56, "eval_map_medium": 0.3309, "eval_map_per_class": 0.4963, "eval_map_small": 0.0209, "eval_mar_1": 0.2598, "eval_mar_10": 0.5983, "eval_mar_100": 0.6581, "eval_mar_100_per_class": 0.6581, "eval_mar_large": 0.7207, "eval_mar_medium": 0.4969, "eval_mar_small": 0.4, "eval_runtime": 4.466, "eval_samples_per_second": 22.392, "eval_steps_per_second": 1.567, "step": 565 }, { "epoch": 5.008849557522124, "grad_norm": 17.966142654418945, "learning_rate": 2.792527040314651e-05, "loss": 0.7743, "step": 566 }, { "epoch": 5.0265486725663715, "grad_norm": 17.44831657409668, "learning_rate": 2.782694198623402e-05, "loss": 0.8002, "step": 568 }, { "epoch": 5.04424778761062, "grad_norm": 16.89792823791504, "learning_rate": 2.7728613569321537e-05, "loss": 0.8238, "step": 570 }, { "epoch": 5.061946902654867, "grad_norm": 15.499351501464844, "learning_rate": 2.7630285152409048e-05, "loss": 0.5594, "step": 572 }, { "epoch": 5.079646017699115, "grad_norm": 26.665563583374023, "learning_rate": 2.753195673549656e-05, "loss": 0.7994, "step": 574 }, { "epoch": 5.097345132743363, "grad_norm": 19.839536666870117, "learning_rate": 2.743362831858407e-05, "loss": 0.6578, "step": 576 }, { "epoch": 5.115044247787611, "grad_norm": 24.534902572631836, "learning_rate": 2.7335299901671586e-05, "loss": 0.7748, "step": 578 }, { "epoch": 5.132743362831858, "grad_norm": 23.61812400817871, "learning_rate": 2.7236971484759095e-05, "loss": 0.7771, "step": 580 }, { "epoch": 5.150442477876107, "grad_norm": 17.933223724365234, "learning_rate": 2.713864306784661e-05, "loss": 0.7349, "step": 582 }, { "epoch": 5.168141592920354, "grad_norm": 18.23980712890625, "learning_rate": 2.7040314650934125e-05, "loss": 0.7771, "step": 584 }, { "epoch": 5.185840707964601, "grad_norm": 20.185016632080078, "learning_rate": 2.6941986234021633e-05, "loss": 0.8009, "step": 586 }, { "epoch": 5.20353982300885, "grad_norm": 26.6129093170166, "learning_rate": 2.6843657817109148e-05, "loss": 0.8614, "step": 588 }, { "epoch": 5.221238938053097, "grad_norm": 27.28291893005371, "learning_rate": 2.6745329400196656e-05, "loss": 0.8594, "step": 590 }, { "epoch": 5.238938053097345, "grad_norm": 19.851408004760742, "learning_rate": 2.664700098328417e-05, "loss": 0.6753, "step": 592 }, { "epoch": 5.256637168141593, "grad_norm": 15.925873756408691, "learning_rate": 2.6548672566371686e-05, "loss": 0.7364, "step": 594 }, { "epoch": 5.274336283185841, "grad_norm": 16.969070434570312, "learning_rate": 2.6450344149459194e-05, "loss": 0.7607, "step": 596 }, { "epoch": 5.292035398230088, "grad_norm": 29.575332641601562, "learning_rate": 2.635201573254671e-05, "loss": 0.6162, "step": 598 }, { "epoch": 5.3097345132743365, "grad_norm": 27.425867080688477, "learning_rate": 2.6253687315634217e-05, "loss": 0.7873, "step": 600 }, { "epoch": 5.327433628318584, "grad_norm": 36.430233001708984, "learning_rate": 2.6155358898721732e-05, "loss": 0.7635, "step": 602 }, { "epoch": 5.345132743362832, "grad_norm": 23.08193588256836, "learning_rate": 2.605703048180924e-05, "loss": 0.8998, "step": 604 }, { "epoch": 5.3628318584070795, "grad_norm": 19.06671714782715, "learning_rate": 2.5958702064896756e-05, "loss": 0.6907, "step": 606 }, { "epoch": 5.380530973451328, "grad_norm": 17.793241500854492, "learning_rate": 2.586037364798427e-05, "loss": 0.7653, "step": 608 }, { "epoch": 5.398230088495575, "grad_norm": 18.47113800048828, "learning_rate": 2.576204523107178e-05, "loss": 0.7344, "step": 610 }, { "epoch": 5.415929203539823, "grad_norm": 23.754230499267578, "learning_rate": 2.5663716814159294e-05, "loss": 0.7098, "step": 612 }, { "epoch": 5.433628318584071, "grad_norm": 17.286996841430664, "learning_rate": 2.5565388397246802e-05, "loss": 0.7242, "step": 614 }, { "epoch": 5.451327433628318, "grad_norm": 33.41328811645508, "learning_rate": 2.5467059980334317e-05, "loss": 0.8577, "step": 616 }, { "epoch": 5.469026548672566, "grad_norm": 23.295421600341797, "learning_rate": 2.5368731563421832e-05, "loss": 0.765, "step": 618 }, { "epoch": 5.486725663716814, "grad_norm": 29.50783348083496, "learning_rate": 2.527040314650934e-05, "loss": 0.7021, "step": 620 }, { "epoch": 5.504424778761062, "grad_norm": 20.60035514831543, "learning_rate": 2.5172074729596855e-05, "loss": 0.8331, "step": 622 }, { "epoch": 5.522123893805309, "grad_norm": 28.808502197265625, "learning_rate": 2.5073746312684367e-05, "loss": 0.9017, "step": 624 }, { "epoch": 5.539823008849558, "grad_norm": 63.102195739746094, "learning_rate": 2.4975417895771878e-05, "loss": 0.7724, "step": 626 }, { "epoch": 5.557522123893805, "grad_norm": 31.407791137695312, "learning_rate": 2.4877089478859393e-05, "loss": 0.775, "step": 628 }, { "epoch": 5.575221238938053, "grad_norm": 27.927444458007812, "learning_rate": 2.4778761061946905e-05, "loss": 0.6807, "step": 630 }, { "epoch": 5.592920353982301, "grad_norm": 31.49755096435547, "learning_rate": 2.4680432645034416e-05, "loss": 0.7617, "step": 632 }, { "epoch": 5.610619469026549, "grad_norm": 24.49897003173828, "learning_rate": 2.4582104228121928e-05, "loss": 0.7275, "step": 634 }, { "epoch": 5.628318584070796, "grad_norm": 29.279388427734375, "learning_rate": 2.4483775811209443e-05, "loss": 0.6349, "step": 636 }, { "epoch": 5.646017699115045, "grad_norm": 18.994455337524414, "learning_rate": 2.4385447394296955e-05, "loss": 0.6773, "step": 638 }, { "epoch": 5.663716814159292, "grad_norm": 21.28229522705078, "learning_rate": 2.4287118977384466e-05, "loss": 0.8142, "step": 640 }, { "epoch": 5.68141592920354, "grad_norm": 28.956829071044922, "learning_rate": 2.4188790560471978e-05, "loss": 0.7215, "step": 642 }, { "epoch": 5.699115044247788, "grad_norm": 35.786991119384766, "learning_rate": 2.409046214355949e-05, "loss": 0.8148, "step": 644 }, { "epoch": 5.716814159292035, "grad_norm": 17.956323623657227, "learning_rate": 2.3992133726647e-05, "loss": 0.9103, "step": 646 }, { "epoch": 5.734513274336283, "grad_norm": 21.570697784423828, "learning_rate": 2.3893805309734516e-05, "loss": 0.6904, "step": 648 }, { "epoch": 5.752212389380531, "grad_norm": 13.703173637390137, "learning_rate": 2.3795476892822028e-05, "loss": 0.6716, "step": 650 }, { "epoch": 5.769911504424779, "grad_norm": 19.16945457458496, "learning_rate": 2.369714847590954e-05, "loss": 0.8447, "step": 652 }, { "epoch": 5.787610619469026, "grad_norm": 15.37072467803955, "learning_rate": 2.359882005899705e-05, "loss": 0.7729, "step": 654 }, { "epoch": 5.8053097345132745, "grad_norm": 16.8475341796875, "learning_rate": 2.3500491642084562e-05, "loss": 0.8331, "step": 656 }, { "epoch": 5.823008849557522, "grad_norm": 23.530323028564453, "learning_rate": 2.3402163225172074e-05, "loss": 0.7384, "step": 658 }, { "epoch": 5.84070796460177, "grad_norm": 29.106124877929688, "learning_rate": 2.330383480825959e-05, "loss": 0.7302, "step": 660 }, { "epoch": 5.8584070796460175, "grad_norm": 13.785088539123535, "learning_rate": 2.32055063913471e-05, "loss": 0.6624, "step": 662 }, { "epoch": 5.876106194690266, "grad_norm": 24.307811737060547, "learning_rate": 2.3107177974434612e-05, "loss": 0.8129, "step": 664 }, { "epoch": 5.893805309734513, "grad_norm": 32.765541076660156, "learning_rate": 2.3008849557522124e-05, "loss": 0.7463, "step": 666 }, { "epoch": 5.911504424778761, "grad_norm": 15.36600112915039, "learning_rate": 2.2910521140609635e-05, "loss": 0.8945, "step": 668 }, { "epoch": 5.929203539823009, "grad_norm": 21.934234619140625, "learning_rate": 2.2812192723697147e-05, "loss": 0.7991, "step": 670 }, { "epoch": 5.946902654867257, "grad_norm": 18.248523712158203, "learning_rate": 2.2713864306784662e-05, "loss": 0.7406, "step": 672 }, { "epoch": 5.964601769911504, "grad_norm": 18.006677627563477, "learning_rate": 2.2615535889872174e-05, "loss": 0.7947, "step": 674 }, { "epoch": 5.982300884955752, "grad_norm": 34.55229568481445, "learning_rate": 2.2517207472959685e-05, "loss": 0.7464, "step": 676 }, { "epoch": 6.0, "grad_norm": 36.384239196777344, "learning_rate": 2.24188790560472e-05, "loss": 0.6889, "step": 678 }, { "epoch": 6.0, "eval_loss": 0.7955648303031921, "eval_map": 0.5081, "eval_map_50": 0.8984, "eval_map_75": 0.5276, "eval_map_large": 0.5756, "eval_map_medium": 0.3127, "eval_map_per_class": 0.5081, "eval_map_small": 0.0226, "eval_mar_1": 0.2658, "eval_mar_10": 0.5991, "eval_mar_100": 0.6538, "eval_mar_100_per_class": 0.6538, "eval_mar_large": 0.713, "eval_mar_medium": 0.5016, "eval_mar_small": 0.4, "eval_runtime": 4.0138, "eval_samples_per_second": 24.914, "eval_steps_per_second": 1.744, "step": 678 }, { "epoch": 6.017699115044247, "grad_norm": 30.158843994140625, "learning_rate": 2.232055063913471e-05, "loss": 0.7447, "step": 680 }, { "epoch": 6.035398230088496, "grad_norm": 21.382171630859375, "learning_rate": 2.2222222222222223e-05, "loss": 0.7444, "step": 682 }, { "epoch": 6.053097345132743, "grad_norm": 16.47271156311035, "learning_rate": 2.2123893805309738e-05, "loss": 0.7564, "step": 684 }, { "epoch": 6.070796460176991, "grad_norm": 26.326805114746094, "learning_rate": 2.202556538839725e-05, "loss": 0.7716, "step": 686 }, { "epoch": 6.088495575221239, "grad_norm": 21.000934600830078, "learning_rate": 2.192723697148476e-05, "loss": 0.9769, "step": 688 }, { "epoch": 6.106194690265487, "grad_norm": 14.34850025177002, "learning_rate": 2.1828908554572273e-05, "loss": 0.6075, "step": 690 }, { "epoch": 6.123893805309734, "grad_norm": 14.81210994720459, "learning_rate": 2.1730580137659785e-05, "loss": 0.6219, "step": 692 }, { "epoch": 6.1415929203539825, "grad_norm": 15.356616973876953, "learning_rate": 2.1632251720747296e-05, "loss": 0.6604, "step": 694 }, { "epoch": 6.15929203539823, "grad_norm": 25.215105056762695, "learning_rate": 2.153392330383481e-05, "loss": 0.8016, "step": 696 }, { "epoch": 6.176991150442478, "grad_norm": 29.563343048095703, "learning_rate": 2.1435594886922323e-05, "loss": 0.6862, "step": 698 }, { "epoch": 6.1946902654867255, "grad_norm": 21.926513671875, "learning_rate": 2.1337266470009834e-05, "loss": 0.7859, "step": 700 }, { "epoch": 6.212389380530974, "grad_norm": 23.07330322265625, "learning_rate": 2.1238938053097346e-05, "loss": 0.6345, "step": 702 }, { "epoch": 6.230088495575221, "grad_norm": 17.459535598754883, "learning_rate": 2.1140609636184858e-05, "loss": 0.7799, "step": 704 }, { "epoch": 6.247787610619469, "grad_norm": 16.414749145507812, "learning_rate": 2.104228121927237e-05, "loss": 0.8234, "step": 706 }, { "epoch": 6.265486725663717, "grad_norm": 30.402633666992188, "learning_rate": 2.0943952802359884e-05, "loss": 0.8438, "step": 708 }, { "epoch": 6.283185840707965, "grad_norm": 36.2429084777832, "learning_rate": 2.0845624385447396e-05, "loss": 0.8062, "step": 710 }, { "epoch": 6.300884955752212, "grad_norm": 29.136394500732422, "learning_rate": 2.0747295968534907e-05, "loss": 0.7717, "step": 712 }, { "epoch": 6.31858407079646, "grad_norm": 22.905851364135742, "learning_rate": 2.064896755162242e-05, "loss": 0.7359, "step": 714 }, { "epoch": 6.336283185840708, "grad_norm": 20.239849090576172, "learning_rate": 2.055063913470993e-05, "loss": 0.6981, "step": 716 }, { "epoch": 6.353982300884955, "grad_norm": 24.594646453857422, "learning_rate": 2.0452310717797442e-05, "loss": 0.6381, "step": 718 }, { "epoch": 6.371681415929204, "grad_norm": 26.90498161315918, "learning_rate": 2.0353982300884957e-05, "loss": 0.8903, "step": 720 }, { "epoch": 6.389380530973451, "grad_norm": 29.696321487426758, "learning_rate": 2.025565388397247e-05, "loss": 0.6345, "step": 722 }, { "epoch": 6.407079646017699, "grad_norm": 30.505664825439453, "learning_rate": 2.015732546705998e-05, "loss": 0.7814, "step": 724 }, { "epoch": 6.424778761061947, "grad_norm": 36.33932876586914, "learning_rate": 2.0058997050147492e-05, "loss": 0.7754, "step": 726 }, { "epoch": 6.442477876106195, "grad_norm": 18.5018310546875, "learning_rate": 1.9960668633235004e-05, "loss": 0.7061, "step": 728 }, { "epoch": 6.460176991150442, "grad_norm": 16.27545166015625, "learning_rate": 1.986234021632252e-05, "loss": 0.7759, "step": 730 }, { "epoch": 6.477876106194691, "grad_norm": 19.90315055847168, "learning_rate": 1.976401179941003e-05, "loss": 0.7227, "step": 732 }, { "epoch": 6.495575221238938, "grad_norm": 23.48577880859375, "learning_rate": 1.9665683382497542e-05, "loss": 0.7967, "step": 734 }, { "epoch": 6.513274336283186, "grad_norm": 25.51618003845215, "learning_rate": 1.9567354965585057e-05, "loss": 0.7768, "step": 736 }, { "epoch": 6.530973451327434, "grad_norm": 17.899826049804688, "learning_rate": 1.946902654867257e-05, "loss": 0.6657, "step": 738 }, { "epoch": 6.548672566371682, "grad_norm": 19.610185623168945, "learning_rate": 1.937069813176008e-05, "loss": 0.8086, "step": 740 }, { "epoch": 6.566371681415929, "grad_norm": 25.385841369628906, "learning_rate": 1.927236971484759e-05, "loss": 0.6468, "step": 742 }, { "epoch": 6.584070796460177, "grad_norm": 15.946438789367676, "learning_rate": 1.9174041297935107e-05, "loss": 0.676, "step": 744 }, { "epoch": 6.601769911504425, "grad_norm": 17.454030990600586, "learning_rate": 1.9075712881022618e-05, "loss": 0.7586, "step": 746 }, { "epoch": 6.619469026548672, "grad_norm": 24.09688949584961, "learning_rate": 1.897738446411013e-05, "loss": 0.5866, "step": 748 }, { "epoch": 6.6371681415929205, "grad_norm": 20.896167755126953, "learning_rate": 1.887905604719764e-05, "loss": 0.6377, "step": 750 }, { "epoch": 6.654867256637168, "grad_norm": 13.922218322753906, "learning_rate": 1.8780727630285153e-05, "loss": 0.6401, "step": 752 }, { "epoch": 6.672566371681416, "grad_norm": 22.96921157836914, "learning_rate": 1.8682399213372664e-05, "loss": 0.7318, "step": 754 }, { "epoch": 6.6902654867256635, "grad_norm": 24.575101852416992, "learning_rate": 1.858407079646018e-05, "loss": 0.7185, "step": 756 }, { "epoch": 6.707964601769912, "grad_norm": 19.46567726135254, "learning_rate": 1.848574237954769e-05, "loss": 0.7333, "step": 758 }, { "epoch": 6.725663716814159, "grad_norm": 16.00038719177246, "learning_rate": 1.8387413962635203e-05, "loss": 0.6284, "step": 760 }, { "epoch": 6.743362831858407, "grad_norm": 19.083911895751953, "learning_rate": 1.8289085545722714e-05, "loss": 0.7064, "step": 762 }, { "epoch": 6.761061946902655, "grad_norm": 21.226545333862305, "learning_rate": 1.8190757128810226e-05, "loss": 0.8701, "step": 764 }, { "epoch": 6.778761061946903, "grad_norm": 20.60919189453125, "learning_rate": 1.8092428711897737e-05, "loss": 0.8677, "step": 766 }, { "epoch": 6.79646017699115, "grad_norm": 26.225242614746094, "learning_rate": 1.7994100294985252e-05, "loss": 0.7429, "step": 768 }, { "epoch": 6.814159292035399, "grad_norm": 23.108654022216797, "learning_rate": 1.7895771878072764e-05, "loss": 0.6417, "step": 770 }, { "epoch": 6.831858407079646, "grad_norm": 21.556283950805664, "learning_rate": 1.7797443461160276e-05, "loss": 0.6965, "step": 772 }, { "epoch": 6.849557522123893, "grad_norm": 14.243925094604492, "learning_rate": 1.7699115044247787e-05, "loss": 0.6269, "step": 774 }, { "epoch": 6.867256637168142, "grad_norm": 25.8636417388916, "learning_rate": 1.76007866273353e-05, "loss": 0.707, "step": 776 }, { "epoch": 6.88495575221239, "grad_norm": 15.025083541870117, "learning_rate": 1.750245821042281e-05, "loss": 0.5885, "step": 778 }, { "epoch": 6.902654867256637, "grad_norm": 12.319948196411133, "learning_rate": 1.7404129793510325e-05, "loss": 0.6618, "step": 780 }, { "epoch": 6.920353982300885, "grad_norm": 18.02228355407715, "learning_rate": 1.7305801376597837e-05, "loss": 0.7721, "step": 782 }, { "epoch": 6.938053097345133, "grad_norm": 13.130449295043945, "learning_rate": 1.720747295968535e-05, "loss": 0.7447, "step": 784 }, { "epoch": 6.95575221238938, "grad_norm": 30.51601219177246, "learning_rate": 1.7109144542772864e-05, "loss": 0.7415, "step": 786 }, { "epoch": 6.9734513274336285, "grad_norm": 26.357257843017578, "learning_rate": 1.7010816125860375e-05, "loss": 0.6869, "step": 788 }, { "epoch": 6.991150442477876, "grad_norm": 23.887100219726562, "learning_rate": 1.6912487708947887e-05, "loss": 0.673, "step": 790 }, { "epoch": 7.0, "eval_loss": 0.7656337022781372, "eval_map": 0.5423, "eval_map_50": 0.9234, "eval_map_75": 0.5491, "eval_map_large": 0.6107, "eval_map_medium": 0.361, "eval_map_per_class": 0.5423, "eval_map_small": 0.025, "eval_mar_1": 0.2774, "eval_mar_10": 0.6252, "eval_mar_100": 0.6808, "eval_mar_100_per_class": 0.6808, "eval_mar_large": 0.7473, "eval_mar_medium": 0.5094, "eval_mar_small": 0.4, "eval_runtime": 3.6757, "eval_samples_per_second": 27.206, "eval_steps_per_second": 1.904, "step": 791 }, { "epoch": 7.008849557522124, "grad_norm": 16.251768112182617, "learning_rate": 1.6814159292035402e-05, "loss": 0.6063, "step": 792 }, { "epoch": 7.0265486725663715, "grad_norm": 15.13443660736084, "learning_rate": 1.6715830875122913e-05, "loss": 0.7639, "step": 794 }, { "epoch": 7.04424778761062, "grad_norm": 18.05428123474121, "learning_rate": 1.6617502458210425e-05, "loss": 0.6947, "step": 796 }, { "epoch": 7.061946902654867, "grad_norm": 18.904369354248047, "learning_rate": 1.6519174041297937e-05, "loss": 0.6764, "step": 798 }, { "epoch": 7.079646017699115, "grad_norm": 25.891990661621094, "learning_rate": 1.6420845624385448e-05, "loss": 0.6985, "step": 800 }, { "epoch": 7.097345132743363, "grad_norm": 21.057519912719727, "learning_rate": 1.632251720747296e-05, "loss": 0.7379, "step": 802 }, { "epoch": 7.115044247787611, "grad_norm": 19.18006706237793, "learning_rate": 1.6224188790560475e-05, "loss": 0.6897, "step": 804 }, { "epoch": 7.132743362831858, "grad_norm": 18.494470596313477, "learning_rate": 1.6125860373647986e-05, "loss": 0.6482, "step": 806 }, { "epoch": 7.150442477876107, "grad_norm": 30.54767608642578, "learning_rate": 1.6027531956735498e-05, "loss": 0.7792, "step": 808 }, { "epoch": 7.168141592920354, "grad_norm": 26.467973709106445, "learning_rate": 1.592920353982301e-05, "loss": 0.6576, "step": 810 }, { "epoch": 7.185840707964601, "grad_norm": 24.232133865356445, "learning_rate": 1.583087512291052e-05, "loss": 0.7487, "step": 812 }, { "epoch": 7.20353982300885, "grad_norm": 22.034992218017578, "learning_rate": 1.5732546705998033e-05, "loss": 0.7208, "step": 814 }, { "epoch": 7.221238938053097, "grad_norm": 17.85079574584961, "learning_rate": 1.5634218289085548e-05, "loss": 0.7738, "step": 816 }, { "epoch": 7.238938053097345, "grad_norm": 27.755950927734375, "learning_rate": 1.553588987217306e-05, "loss": 0.6782, "step": 818 }, { "epoch": 7.256637168141593, "grad_norm": 28.554393768310547, "learning_rate": 1.543756145526057e-05, "loss": 0.8659, "step": 820 }, { "epoch": 7.274336283185841, "grad_norm": 17.34409523010254, "learning_rate": 1.5339233038348082e-05, "loss": 0.6944, "step": 822 }, { "epoch": 7.292035398230088, "grad_norm": 17.795570373535156, "learning_rate": 1.5240904621435596e-05, "loss": 0.804, "step": 824 }, { "epoch": 7.3097345132743365, "grad_norm": 23.85445213317871, "learning_rate": 1.5142576204523107e-05, "loss": 0.7226, "step": 826 }, { "epoch": 7.327433628318584, "grad_norm": 22.983423233032227, "learning_rate": 1.504424778761062e-05, "loss": 0.7246, "step": 828 }, { "epoch": 7.345132743362832, "grad_norm": 22.66045570373535, "learning_rate": 1.4945919370698134e-05, "loss": 0.596, "step": 830 }, { "epoch": 7.3628318584070795, "grad_norm": 21.034364700317383, "learning_rate": 1.4847590953785646e-05, "loss": 0.709, "step": 832 }, { "epoch": 7.380530973451328, "grad_norm": 22.207504272460938, "learning_rate": 1.4749262536873157e-05, "loss": 0.6881, "step": 834 }, { "epoch": 7.398230088495575, "grad_norm": 32.008148193359375, "learning_rate": 1.4650934119960669e-05, "loss": 0.5796, "step": 836 }, { "epoch": 7.415929203539823, "grad_norm": 20.24285125732422, "learning_rate": 1.455260570304818e-05, "loss": 0.6238, "step": 838 }, { "epoch": 7.433628318584071, "grad_norm": 21.326202392578125, "learning_rate": 1.4454277286135695e-05, "loss": 0.7368, "step": 840 }, { "epoch": 7.451327433628318, "grad_norm": 30.127544403076172, "learning_rate": 1.4355948869223207e-05, "loss": 0.7563, "step": 842 }, { "epoch": 7.469026548672566, "grad_norm": 21.667497634887695, "learning_rate": 1.4257620452310719e-05, "loss": 0.7823, "step": 844 }, { "epoch": 7.486725663716814, "grad_norm": 25.011871337890625, "learning_rate": 1.415929203539823e-05, "loss": 0.7403, "step": 846 }, { "epoch": 7.504424778761062, "grad_norm": 22.891185760498047, "learning_rate": 1.4060963618485742e-05, "loss": 0.765, "step": 848 }, { "epoch": 7.522123893805309, "grad_norm": 20.289926528930664, "learning_rate": 1.3962635201573255e-05, "loss": 0.6539, "step": 850 }, { "epoch": 7.539823008849558, "grad_norm": 34.45566177368164, "learning_rate": 1.3864306784660768e-05, "loss": 0.6781, "step": 852 }, { "epoch": 7.557522123893805, "grad_norm": 16.83544921875, "learning_rate": 1.376597836774828e-05, "loss": 0.6451, "step": 854 }, { "epoch": 7.575221238938053, "grad_norm": 23.303050994873047, "learning_rate": 1.3667649950835793e-05, "loss": 0.6929, "step": 856 }, { "epoch": 7.592920353982301, "grad_norm": 22.088911056518555, "learning_rate": 1.3569321533923305e-05, "loss": 0.5961, "step": 858 }, { "epoch": 7.610619469026549, "grad_norm": 14.59677791595459, "learning_rate": 1.3470993117010816e-05, "loss": 0.6993, "step": 860 }, { "epoch": 7.628318584070796, "grad_norm": 23.7571964263916, "learning_rate": 1.3372664700098328e-05, "loss": 0.7123, "step": 862 }, { "epoch": 7.646017699115045, "grad_norm": 22.422454833984375, "learning_rate": 1.3274336283185843e-05, "loss": 0.8684, "step": 864 }, { "epoch": 7.663716814159292, "grad_norm": 18.472415924072266, "learning_rate": 1.3176007866273355e-05, "loss": 0.7778, "step": 866 }, { "epoch": 7.68141592920354, "grad_norm": 18.021146774291992, "learning_rate": 1.3077679449360866e-05, "loss": 0.8397, "step": 868 }, { "epoch": 7.699115044247788, "grad_norm": 19.535381317138672, "learning_rate": 1.2979351032448378e-05, "loss": 0.7257, "step": 870 }, { "epoch": 7.716814159292035, "grad_norm": 20.843671798706055, "learning_rate": 1.288102261553589e-05, "loss": 0.7802, "step": 872 }, { "epoch": 7.734513274336283, "grad_norm": 14.444415092468262, "learning_rate": 1.2782694198623401e-05, "loss": 0.6855, "step": 874 }, { "epoch": 7.752212389380531, "grad_norm": 15.192424774169922, "learning_rate": 1.2684365781710916e-05, "loss": 0.7157, "step": 876 }, { "epoch": 7.769911504424779, "grad_norm": 14.531706809997559, "learning_rate": 1.2586037364798428e-05, "loss": 0.7733, "step": 878 }, { "epoch": 7.787610619469026, "grad_norm": 22.154911041259766, "learning_rate": 1.2487708947885939e-05, "loss": 0.6404, "step": 880 }, { "epoch": 7.8053097345132745, "grad_norm": 18.85184669494629, "learning_rate": 1.2389380530973452e-05, "loss": 0.5891, "step": 882 }, { "epoch": 7.823008849557522, "grad_norm": 18.25426483154297, "learning_rate": 1.2291052114060964e-05, "loss": 0.8318, "step": 884 }, { "epoch": 7.84070796460177, "grad_norm": 15.124105453491211, "learning_rate": 1.2192723697148477e-05, "loss": 0.728, "step": 886 }, { "epoch": 7.8584070796460175, "grad_norm": 18.860633850097656, "learning_rate": 1.2094395280235989e-05, "loss": 0.8461, "step": 888 }, { "epoch": 7.876106194690266, "grad_norm": 21.146745681762695, "learning_rate": 1.19960668633235e-05, "loss": 0.7089, "step": 890 }, { "epoch": 7.893805309734513, "grad_norm": 19.12373924255371, "learning_rate": 1.1897738446411014e-05, "loss": 0.668, "step": 892 }, { "epoch": 7.911504424778761, "grad_norm": 12.939081192016602, "learning_rate": 1.1799410029498525e-05, "loss": 0.8069, "step": 894 }, { "epoch": 7.929203539823009, "grad_norm": 14.852071762084961, "learning_rate": 1.1701081612586037e-05, "loss": 0.6977, "step": 896 }, { "epoch": 7.946902654867257, "grad_norm": 16.5046329498291, "learning_rate": 1.160275319567355e-05, "loss": 0.6836, "step": 898 }, { "epoch": 7.964601769911504, "grad_norm": 27.28510284423828, "learning_rate": 1.1504424778761062e-05, "loss": 0.7441, "step": 900 }, { "epoch": 7.982300884955752, "grad_norm": 20.414901733398438, "learning_rate": 1.1406096361848573e-05, "loss": 0.7189, "step": 902 }, { "epoch": 8.0, "grad_norm": 15.717076301574707, "learning_rate": 1.1307767944936087e-05, "loss": 0.7197, "step": 904 }, { "epoch": 8.0, "eval_loss": 0.7693684101104736, "eval_map": 0.5471, "eval_map_50": 0.9308, "eval_map_75": 0.5913, "eval_map_large": 0.6096, "eval_map_medium": 0.3715, "eval_map_per_class": 0.5471, "eval_map_small": 0.0188, "eval_mar_1": 0.2833, "eval_mar_10": 0.6235, "eval_mar_100": 0.6761, "eval_mar_100_per_class": 0.6761, "eval_mar_large": 0.7278, "eval_mar_medium": 0.5453, "eval_mar_small": 0.3, "eval_runtime": 3.669, "eval_samples_per_second": 27.255, "eval_steps_per_second": 1.908, "step": 904 }, { "epoch": 8.017699115044248, "grad_norm": 19.057044982910156, "learning_rate": 1.12094395280236e-05, "loss": 0.6378, "step": 906 }, { "epoch": 8.035398230088495, "grad_norm": 26.174707412719727, "learning_rate": 1.1111111111111112e-05, "loss": 0.6774, "step": 908 }, { "epoch": 8.053097345132743, "grad_norm": 23.515504837036133, "learning_rate": 1.1012782694198625e-05, "loss": 0.7632, "step": 910 }, { "epoch": 8.070796460176991, "grad_norm": 32.522216796875, "learning_rate": 1.0914454277286137e-05, "loss": 0.7866, "step": 912 }, { "epoch": 8.08849557522124, "grad_norm": 17.90611457824707, "learning_rate": 1.0816125860373648e-05, "loss": 0.6607, "step": 914 }, { "epoch": 8.106194690265486, "grad_norm": 17.308259963989258, "learning_rate": 1.0717797443461161e-05, "loss": 0.9028, "step": 916 }, { "epoch": 8.123893805309734, "grad_norm": 23.00870704650879, "learning_rate": 1.0619469026548673e-05, "loss": 0.6444, "step": 918 }, { "epoch": 8.141592920353983, "grad_norm": 23.513565063476562, "learning_rate": 1.0521140609636185e-05, "loss": 0.7422, "step": 920 }, { "epoch": 8.15929203539823, "grad_norm": 22.787883758544922, "learning_rate": 1.0422812192723698e-05, "loss": 0.8156, "step": 922 }, { "epoch": 8.176991150442477, "grad_norm": 26.117023468017578, "learning_rate": 1.032448377581121e-05, "loss": 0.538, "step": 924 }, { "epoch": 8.194690265486726, "grad_norm": 21.87485122680664, "learning_rate": 1.0226155358898721e-05, "loss": 0.6871, "step": 926 }, { "epoch": 8.212389380530974, "grad_norm": 21.752988815307617, "learning_rate": 1.0127826941986234e-05, "loss": 0.7181, "step": 928 }, { "epoch": 8.230088495575222, "grad_norm": 24.260828018188477, "learning_rate": 1.0029498525073746e-05, "loss": 0.7211, "step": 930 }, { "epoch": 8.247787610619469, "grad_norm": 12.92242431640625, "learning_rate": 9.93117010816126e-06, "loss": 0.8347, "step": 932 }, { "epoch": 8.265486725663717, "grad_norm": 16.984403610229492, "learning_rate": 9.832841691248771e-06, "loss": 0.7955, "step": 934 }, { "epoch": 8.283185840707965, "grad_norm": 36.490318298339844, "learning_rate": 9.734513274336284e-06, "loss": 0.7464, "step": 936 }, { "epoch": 8.300884955752213, "grad_norm": 16.81266975402832, "learning_rate": 9.636184857423796e-06, "loss": 0.5796, "step": 938 }, { "epoch": 8.31858407079646, "grad_norm": 14.971821784973145, "learning_rate": 9.537856440511309e-06, "loss": 0.6221, "step": 940 }, { "epoch": 8.336283185840708, "grad_norm": 21.590499877929688, "learning_rate": 9.43952802359882e-06, "loss": 0.6271, "step": 942 }, { "epoch": 8.353982300884956, "grad_norm": 31.352338790893555, "learning_rate": 9.341199606686332e-06, "loss": 0.7592, "step": 944 }, { "epoch": 8.371681415929203, "grad_norm": 23.651779174804688, "learning_rate": 9.242871189773846e-06, "loss": 0.6352, "step": 946 }, { "epoch": 8.389380530973451, "grad_norm": 20.58877182006836, "learning_rate": 9.144542772861357e-06, "loss": 0.6383, "step": 948 }, { "epoch": 8.4070796460177, "grad_norm": 24.20329475402832, "learning_rate": 9.046214355948869e-06, "loss": 0.7669, "step": 950 }, { "epoch": 8.424778761061948, "grad_norm": 18.367490768432617, "learning_rate": 8.947885939036382e-06, "loss": 0.6304, "step": 952 }, { "epoch": 8.442477876106194, "grad_norm": 27.963157653808594, "learning_rate": 8.849557522123894e-06, "loss": 0.7402, "step": 954 }, { "epoch": 8.460176991150442, "grad_norm": 19.442922592163086, "learning_rate": 8.751229105211405e-06, "loss": 0.6278, "step": 956 }, { "epoch": 8.47787610619469, "grad_norm": 13.04371166229248, "learning_rate": 8.652900688298919e-06, "loss": 0.7028, "step": 958 }, { "epoch": 8.495575221238939, "grad_norm": 25.378374099731445, "learning_rate": 8.554572271386432e-06, "loss": 0.6889, "step": 960 }, { "epoch": 8.513274336283185, "grad_norm": 19.712556838989258, "learning_rate": 8.456243854473943e-06, "loss": 0.581, "step": 962 }, { "epoch": 8.530973451327434, "grad_norm": 20.15717315673828, "learning_rate": 8.357915437561457e-06, "loss": 0.6877, "step": 964 }, { "epoch": 8.548672566371682, "grad_norm": 24.568340301513672, "learning_rate": 8.259587020648968e-06, "loss": 0.5734, "step": 966 }, { "epoch": 8.56637168141593, "grad_norm": 20.580244064331055, "learning_rate": 8.16125860373648e-06, "loss": 0.695, "step": 968 }, { "epoch": 8.584070796460177, "grad_norm": 25.639179229736328, "learning_rate": 8.062930186823993e-06, "loss": 0.7367, "step": 970 }, { "epoch": 8.601769911504425, "grad_norm": 14.882777214050293, "learning_rate": 7.964601769911505e-06, "loss": 0.7085, "step": 972 }, { "epoch": 8.619469026548673, "grad_norm": 25.450916290283203, "learning_rate": 7.866273352999016e-06, "loss": 0.7158, "step": 974 }, { "epoch": 8.63716814159292, "grad_norm": 17.252824783325195, "learning_rate": 7.76794493608653e-06, "loss": 0.722, "step": 976 }, { "epoch": 8.654867256637168, "grad_norm": 17.026081085205078, "learning_rate": 7.669616519174041e-06, "loss": 0.7374, "step": 978 }, { "epoch": 8.672566371681416, "grad_norm": 17.954788208007812, "learning_rate": 7.571288102261554e-06, "loss": 0.7943, "step": 980 }, { "epoch": 8.690265486725664, "grad_norm": 14.818877220153809, "learning_rate": 7.472959685349067e-06, "loss": 0.687, "step": 982 }, { "epoch": 8.70796460176991, "grad_norm": 14.548257827758789, "learning_rate": 7.374631268436579e-06, "loss": 0.6824, "step": 984 }, { "epoch": 8.725663716814159, "grad_norm": 26.486650466918945, "learning_rate": 7.27630285152409e-06, "loss": 0.7428, "step": 986 }, { "epoch": 8.743362831858407, "grad_norm": 14.338964462280273, "learning_rate": 7.1779744346116035e-06, "loss": 0.6337, "step": 988 }, { "epoch": 8.761061946902656, "grad_norm": 11.065580368041992, "learning_rate": 7.079646017699115e-06, "loss": 0.7577, "step": 990 }, { "epoch": 8.778761061946902, "grad_norm": 20.75477409362793, "learning_rate": 6.9813176007866275e-06, "loss": 0.8219, "step": 992 }, { "epoch": 8.79646017699115, "grad_norm": 29.077869415283203, "learning_rate": 6.88298918387414e-06, "loss": 0.6982, "step": 994 }, { "epoch": 8.814159292035399, "grad_norm": 19.636323928833008, "learning_rate": 6.784660766961652e-06, "loss": 0.7256, "step": 996 }, { "epoch": 8.831858407079647, "grad_norm": 34.08713912963867, "learning_rate": 6.686332350049164e-06, "loss": 0.6156, "step": 998 }, { "epoch": 8.849557522123893, "grad_norm": 21.24959945678711, "learning_rate": 6.588003933136677e-06, "loss": 0.7501, "step": 1000 }, { "epoch": 8.867256637168142, "grad_norm": 24.227680206298828, "learning_rate": 6.489675516224189e-06, "loss": 0.7819, "step": 1002 }, { "epoch": 8.88495575221239, "grad_norm": 19.83379364013672, "learning_rate": 6.3913470993117005e-06, "loss": 0.6253, "step": 1004 }, { "epoch": 8.902654867256636, "grad_norm": 17.381193161010742, "learning_rate": 6.293018682399214e-06, "loss": 0.7019, "step": 1006 }, { "epoch": 8.920353982300885, "grad_norm": 19.214319229125977, "learning_rate": 6.194690265486726e-06, "loss": 0.7062, "step": 1008 }, { "epoch": 8.938053097345133, "grad_norm": 13.928613662719727, "learning_rate": 6.096361848574239e-06, "loss": 0.6825, "step": 1010 }, { "epoch": 8.955752212389381, "grad_norm": 29.10097885131836, "learning_rate": 5.99803343166175e-06, "loss": 0.6878, "step": 1012 }, { "epoch": 8.973451327433628, "grad_norm": 24.121362686157227, "learning_rate": 5.899705014749263e-06, "loss": 0.7148, "step": 1014 }, { "epoch": 8.991150442477876, "grad_norm": 23.926654815673828, "learning_rate": 5.801376597836775e-06, "loss": 0.7509, "step": 1016 }, { "epoch": 9.0, "eval_loss": 0.7565978169441223, "eval_map": 0.5582, "eval_map_50": 0.9326, "eval_map_75": 0.6075, "eval_map_large": 0.618, "eval_map_medium": 0.3937, "eval_map_per_class": 0.5582, "eval_map_small": 0.025, "eval_mar_1": 0.2923, "eval_mar_10": 0.6329, "eval_mar_100": 0.697, "eval_mar_100_per_class": 0.697, "eval_mar_large": 0.7497, "eval_mar_medium": 0.5641, "eval_mar_small": 0.3, "eval_runtime": 3.7908, "eval_samples_per_second": 26.38, "eval_steps_per_second": 1.847, "step": 1017 } ], "logging_steps": 2, "max_steps": 1130, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 3.3929164854288e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }