| { | |
| "best_metric": 1.45925772190094, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-200", | |
| "epoch": 0.37019898195279966, | |
| "eval_steps": 50, | |
| "global_step": 200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0018509949097639982, | |
| "grad_norm": 59.89948654174805, | |
| "learning_rate": 1e-05, | |
| "loss": 10.1586, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0018509949097639982, | |
| "eval_loss": 3.6028523445129395, | |
| "eval_runtime": 68.5961, | |
| "eval_samples_per_second": 13.266, | |
| "eval_steps_per_second": 3.324, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0037019898195279964, | |
| "grad_norm": 100.43816375732422, | |
| "learning_rate": 2e-05, | |
| "loss": 11.8233, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.005552984729291994, | |
| "grad_norm": 60.06867980957031, | |
| "learning_rate": 3e-05, | |
| "loss": 10.9429, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.007403979639055993, | |
| "grad_norm": 53.39894104003906, | |
| "learning_rate": 4e-05, | |
| "loss": 9.6525, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.00925497454881999, | |
| "grad_norm": 67.93931579589844, | |
| "learning_rate": 5e-05, | |
| "loss": 10.0067, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.011105969458583989, | |
| "grad_norm": 47.26503372192383, | |
| "learning_rate": 6e-05, | |
| "loss": 8.465, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.012956964368347987, | |
| "grad_norm": 38.43549346923828, | |
| "learning_rate": 7e-05, | |
| "loss": 8.9691, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.014807959278111986, | |
| "grad_norm": 40.666404724121094, | |
| "learning_rate": 8e-05, | |
| "loss": 7.4453, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.016658954187875982, | |
| "grad_norm": 29.77450942993164, | |
| "learning_rate": 9e-05, | |
| "loss": 8.4803, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.01850994909763998, | |
| "grad_norm": 29.103349685668945, | |
| "learning_rate": 0.0001, | |
| "loss": 7.4746, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02036094400740398, | |
| "grad_norm": 30.80104637145996, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 8.5573, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.022211938917167977, | |
| "grad_norm": 30.97075653076172, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 8.1872, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.024062933826931976, | |
| "grad_norm": 29.791688919067383, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 7.0701, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.025913928736695974, | |
| "grad_norm": 46.57557678222656, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 8.5949, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.027764923646459973, | |
| "grad_norm": 31.162527084350586, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 8.3614, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.02961591855622397, | |
| "grad_norm": 28.787185668945312, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 7.7322, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.03146691346598797, | |
| "grad_norm": 26.941804885864258, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 6.6127, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.033317908375751965, | |
| "grad_norm": 26.8864688873291, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 7.7146, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.035168903285515966, | |
| "grad_norm": 25.0333194732666, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 6.7545, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.03701989819527996, | |
| "grad_norm": 22.383333206176758, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 7.2769, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.03887089310504396, | |
| "grad_norm": 20.333555221557617, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 5.9189, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.04072188801480796, | |
| "grad_norm": 22.781673431396484, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 6.9341, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.04257288292457196, | |
| "grad_norm": 24.01888084411621, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 7.1848, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.044423877834335955, | |
| "grad_norm": 22.655099868774414, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 6.002, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.04627487274409996, | |
| "grad_norm": 24.61270523071289, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 6.2469, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.04812586765386395, | |
| "grad_norm": 25.12575912475586, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 6.8516, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.04997686256362795, | |
| "grad_norm": 22.560014724731445, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 5.8165, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.05182785747339195, | |
| "grad_norm": 22.28982162475586, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 6.3579, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.053678852383155944, | |
| "grad_norm": 24.577585220336914, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 5.9195, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.055529847292919945, | |
| "grad_norm": 30.741830825805664, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 7.2511, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.05738084220268394, | |
| "grad_norm": 26.450328826904297, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 7.2489, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.05923183711244794, | |
| "grad_norm": 24.98292350769043, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 6.9673, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.06108283202221194, | |
| "grad_norm": 21.95580291748047, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 5.2675, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.06293382693197594, | |
| "grad_norm": 23.09197235107422, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 4.9874, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.06478482184173993, | |
| "grad_norm": 24.217933654785156, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 6.4793, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.06663581675150393, | |
| "grad_norm": 25.319543838500977, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 5.6718, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.06848681166126794, | |
| "grad_norm": 20.073984146118164, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 4.0343, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.07033780657103193, | |
| "grad_norm": 25.865989685058594, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 4.9742, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.07218880148079593, | |
| "grad_norm": 26.664836883544922, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 6.4406, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.07403979639055992, | |
| "grad_norm": 21.804039001464844, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 4.4743, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.07589079130032392, | |
| "grad_norm": 25.674467086791992, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 6.674, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.07774178621008793, | |
| "grad_norm": 22.556793212890625, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 5.0478, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.07959278111985192, | |
| "grad_norm": 22.43199920654297, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 4.8246, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.08144377602961592, | |
| "grad_norm": 22.04460906982422, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 6.7395, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.08329477093937991, | |
| "grad_norm": 27.928298950195312, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 5.0662, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.08514576584914392, | |
| "grad_norm": 21.5211181640625, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 4.8276, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.08699676075890792, | |
| "grad_norm": 30.689226150512695, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 5.0762, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.08884775566867191, | |
| "grad_norm": 24.589027404785156, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 5.8773, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.0906987505784359, | |
| "grad_norm": 25.96907615661621, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 4.7589, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.09254974548819991, | |
| "grad_norm": 31.189998626708984, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 4.126, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.09254974548819991, | |
| "eval_loss": 2.353039264678955, | |
| "eval_runtime": 69.882, | |
| "eval_samples_per_second": 13.022, | |
| "eval_steps_per_second": 3.263, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.09440074039796391, | |
| "grad_norm": 110.58844757080078, | |
| "learning_rate": 8.894386393810563e-05, | |
| "loss": 15.2761, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.0962517353077279, | |
| "grad_norm": 58.721832275390625, | |
| "learning_rate": 8.842005554284296e-05, | |
| "loss": 11.9424, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.0981027302174919, | |
| "grad_norm": 30.038488388061523, | |
| "learning_rate": 8.788574348801675e-05, | |
| "loss": 9.9225, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.0999537251272559, | |
| "grad_norm": 20.106815338134766, | |
| "learning_rate": 8.73410738492077e-05, | |
| "loss": 8.2082, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.1018047200370199, | |
| "grad_norm": 23.7856388092041, | |
| "learning_rate": 8.678619553365659e-05, | |
| "loss": 8.4048, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.1036557149467839, | |
| "grad_norm": 25.19913101196289, | |
| "learning_rate": 8.622126023955446e-05, | |
| "loss": 8.0735, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.10550670985654789, | |
| "grad_norm": 25.34491539001465, | |
| "learning_rate": 8.564642241456986e-05, | |
| "loss": 7.4242, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.10735770476631189, | |
| "grad_norm": 23.657678604125977, | |
| "learning_rate": 8.506183921362443e-05, | |
| "loss": 8.2696, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.1092086996760759, | |
| "grad_norm": 23.854257583618164, | |
| "learning_rate": 8.44676704559283e-05, | |
| "loss": 8.2411, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.11105969458583989, | |
| "grad_norm": 25.120820999145508, | |
| "learning_rate": 8.386407858128706e-05, | |
| "loss": 7.9448, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.11291068949560389, | |
| "grad_norm": 22.30246925354004, | |
| "learning_rate": 8.32512286056924e-05, | |
| "loss": 7.962, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.11476168440536788, | |
| "grad_norm": 22.673364639282227, | |
| "learning_rate": 8.262928807620843e-05, | |
| "loss": 7.8381, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.11661267931513189, | |
| "grad_norm": 26.36172103881836, | |
| "learning_rate": 8.199842702516583e-05, | |
| "loss": 8.6518, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.11846367422489588, | |
| "grad_norm": 22.343236923217773, | |
| "learning_rate": 8.135881792367686e-05, | |
| "loss": 6.7058, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.12031466913465988, | |
| "grad_norm": 29.06987190246582, | |
| "learning_rate": 8.07106356344834e-05, | |
| "loss": 7.2401, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.12216566404442387, | |
| "grad_norm": 25.895959854125977, | |
| "learning_rate": 8.005405736415126e-05, | |
| "loss": 8.3782, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.12401665895418787, | |
| "grad_norm": 24.11650848388672, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 7.4369, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.12586765386395188, | |
| "grad_norm": 22.802165985107422, | |
| "learning_rate": 7.871643313414718e-05, | |
| "loss": 5.9717, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.12771864877371586, | |
| "grad_norm": 21.314449310302734, | |
| "learning_rate": 7.803575286758364e-05, | |
| "loss": 7.2408, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.12956964368347987, | |
| "grad_norm": 18.106534957885742, | |
| "learning_rate": 7.734740790612136e-05, | |
| "loss": 6.1463, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.13142063859324388, | |
| "grad_norm": 21.958393096923828, | |
| "learning_rate": 7.66515864363997e-05, | |
| "loss": 6.8193, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.13327163350300786, | |
| "grad_norm": 19.48069953918457, | |
| "learning_rate": 7.594847868906076e-05, | |
| "loss": 6.5375, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.13512262841277187, | |
| "grad_norm": 23.702938079833984, | |
| "learning_rate": 7.52382768867422e-05, | |
| "loss": 7.0712, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.13697362332253588, | |
| "grad_norm": 22.461809158325195, | |
| "learning_rate": 7.452117519152542e-05, | |
| "loss": 5.9379, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.13882461823229986, | |
| "grad_norm": 24.132768630981445, | |
| "learning_rate": 7.379736965185368e-05, | |
| "loss": 6.974, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.14067561314206387, | |
| "grad_norm": 25.628990173339844, | |
| "learning_rate": 7.30670581489344e-05, | |
| "loss": 7.1283, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.14252660805182785, | |
| "grad_norm": 24.302547454833984, | |
| "learning_rate": 7.233044034264034e-05, | |
| "loss": 7.334, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.14437760296159186, | |
| "grad_norm": 18.943586349487305, | |
| "learning_rate": 7.158771761692464e-05, | |
| "loss": 5.2304, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.14622859787135586, | |
| "grad_norm": 18.917469024658203, | |
| "learning_rate": 7.083909302476453e-05, | |
| "loss": 5.6487, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.14807959278111985, | |
| "grad_norm": 21.635984420776367, | |
| "learning_rate": 7.008477123264848e-05, | |
| "loss": 6.0559, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.14993058769088385, | |
| "grad_norm": 21.822101593017578, | |
| "learning_rate": 6.932495846462261e-05, | |
| "loss": 6.1391, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.15178158260064784, | |
| "grad_norm": 19.244054794311523, | |
| "learning_rate": 6.855986244591104e-05, | |
| "loss": 5.7351, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.15363257751041184, | |
| "grad_norm": 22.16774559020996, | |
| "learning_rate": 6.778969234612584e-05, | |
| "loss": 5.5628, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.15548357242017585, | |
| "grad_norm": 19.686809539794922, | |
| "learning_rate": 6.701465872208216e-05, | |
| "loss": 5.6571, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.15733456732993983, | |
| "grad_norm": 18.753782272338867, | |
| "learning_rate": 6.623497346023418e-05, | |
| "loss": 5.5124, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.15918556223970384, | |
| "grad_norm": 22.904891967773438, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 6.0632, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.16103655714946785, | |
| "grad_norm": 20.548492431640625, | |
| "learning_rate": 6.466250186922325e-05, | |
| "loss": 6.0648, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.16288755205923183, | |
| "grad_norm": 21.983842849731445, | |
| "learning_rate": 6.387014543809223e-05, | |
| "loss": 5.0114, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.16473854696899584, | |
| "grad_norm": 18.991622924804688, | |
| "learning_rate": 6.307399704769099e-05, | |
| "loss": 5.3445, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.16658954187875982, | |
| "grad_norm": 20.161306381225586, | |
| "learning_rate": 6.227427435703997e-05, | |
| "loss": 5.8939, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.16844053678852383, | |
| "grad_norm": 16.23657989501953, | |
| "learning_rate": 6.147119600233758e-05, | |
| "loss": 4.8956, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.17029153169828784, | |
| "grad_norm": 15.523630142211914, | |
| "learning_rate": 6.066498153718735e-05, | |
| "loss": 3.6043, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.17214252660805182, | |
| "grad_norm": 17.354217529296875, | |
| "learning_rate": 5.985585137257401e-05, | |
| "loss": 4.0083, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.17399352151781583, | |
| "grad_norm": 18.608896255493164, | |
| "learning_rate": 5.90440267166055e-05, | |
| "loss": 5.0076, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.1758445164275798, | |
| "grad_norm": 18.4306583404541, | |
| "learning_rate": 5.8229729514036705e-05, | |
| "loss": 4.9611, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.17769551133734382, | |
| "grad_norm": 17.808902740478516, | |
| "learning_rate": 5.74131823855921e-05, | |
| "loss": 4.66, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.17954650624710783, | |
| "grad_norm": 20.695646286010742, | |
| "learning_rate": 5.6594608567103456e-05, | |
| "loss": 5.8069, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.1813975011568718, | |
| "grad_norm": 20.554363250732422, | |
| "learning_rate": 5.577423184847932e-05, | |
| "loss": 4.5419, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.18324849606663582, | |
| "grad_norm": 20.178359985351562, | |
| "learning_rate": 5.495227651252315e-05, | |
| "loss": 4.041, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.18509949097639983, | |
| "grad_norm": 18.658552169799805, | |
| "learning_rate": 5.4128967273616625e-05, | |
| "loss": 1.9184, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.18509949097639983, | |
| "eval_loss": 1.8544436693191528, | |
| "eval_runtime": 69.8668, | |
| "eval_samples_per_second": 13.025, | |
| "eval_steps_per_second": 3.263, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.1869504858861638, | |
| "grad_norm": 41.62975311279297, | |
| "learning_rate": 5.330452921628497e-05, | |
| "loss": 10.6419, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.18880148079592782, | |
| "grad_norm": 29.18929672241211, | |
| "learning_rate": 5.247918773366112e-05, | |
| "loss": 10.8545, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.1906524757056918, | |
| "grad_norm": 20.762163162231445, | |
| "learning_rate": 5.165316846586541e-05, | |
| "loss": 9.604, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.1925034706154558, | |
| "grad_norm": 17.0522403717041, | |
| "learning_rate": 5.0826697238317935e-05, | |
| "loss": 7.3362, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.19435446552521982, | |
| "grad_norm": 15.715831756591797, | |
| "learning_rate": 5e-05, | |
| "loss": 8.2619, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.1962054604349838, | |
| "grad_norm": 17.21978187561035, | |
| "learning_rate": 4.917330276168208e-05, | |
| "loss": 7.198, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.1980564553447478, | |
| "grad_norm": 17.804431915283203, | |
| "learning_rate": 4.834683153413459e-05, | |
| "loss": 7.937, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.1999074502545118, | |
| "grad_norm": 17.663671493530273, | |
| "learning_rate": 4.7520812266338885e-05, | |
| "loss": 7.3717, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.2017584451642758, | |
| "grad_norm": 19.943225860595703, | |
| "learning_rate": 4.669547078371504e-05, | |
| "loss": 7.8254, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.2036094400740398, | |
| "grad_norm": 19.38444709777832, | |
| "learning_rate": 4.5871032726383386e-05, | |
| "loss": 8.0488, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.20546043498380379, | |
| "grad_norm": 20.862642288208008, | |
| "learning_rate": 4.504772348747687e-05, | |
| "loss": 7.8827, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.2073114298935678, | |
| "grad_norm": 21.540983200073242, | |
| "learning_rate": 4.4225768151520694e-05, | |
| "loss": 7.5021, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.2091624248033318, | |
| "grad_norm": 24.776857376098633, | |
| "learning_rate": 4.3405391432896555e-05, | |
| "loss": 8.8133, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.21101341971309578, | |
| "grad_norm": 18.81482696533203, | |
| "learning_rate": 4.2586817614407895e-05, | |
| "loss": 6.2371, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.2128644146228598, | |
| "grad_norm": 19.74003791809082, | |
| "learning_rate": 4.17702704859633e-05, | |
| "loss": 7.1802, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.21471540953262377, | |
| "grad_norm": 23.482675552368164, | |
| "learning_rate": 4.095597328339452e-05, | |
| "loss": 7.1844, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.21656640444238778, | |
| "grad_norm": 21.858055114746094, | |
| "learning_rate": 4.0144148627425993e-05, | |
| "loss": 6.6821, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.2184173993521518, | |
| "grad_norm": 23.546022415161133, | |
| "learning_rate": 3.933501846281267e-05, | |
| "loss": 6.0886, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.22026839426191577, | |
| "grad_norm": 20.7333927154541, | |
| "learning_rate": 3.852880399766243e-05, | |
| "loss": 7.5445, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.22211938917167978, | |
| "grad_norm": 22.107837677001953, | |
| "learning_rate": 3.772572564296005e-05, | |
| "loss": 5.8253, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.22397038408144376, | |
| "grad_norm": 20.686031341552734, | |
| "learning_rate": 3.6926002952309016e-05, | |
| "loss": 5.9198, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.22582137899120777, | |
| "grad_norm": 22.019136428833008, | |
| "learning_rate": 3.612985456190778e-05, | |
| "loss": 6.5592, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.22767237390097178, | |
| "grad_norm": 18.745075225830078, | |
| "learning_rate": 3.533749813077677e-05, | |
| "loss": 5.8053, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.22952336881073576, | |
| "grad_norm": 19.928760528564453, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 5.6467, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.23137436372049977, | |
| "grad_norm": 23.67180824279785, | |
| "learning_rate": 3.3765026539765834e-05, | |
| "loss": 6.1394, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.23322535863026378, | |
| "grad_norm": 21.75117301940918, | |
| "learning_rate": 3.298534127791785e-05, | |
| "loss": 5.6863, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.23507635354002776, | |
| "grad_norm": 19.03370475769043, | |
| "learning_rate": 3.221030765387417e-05, | |
| "loss": 5.2691, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.23692734844979177, | |
| "grad_norm": 22.11434555053711, | |
| "learning_rate": 3.144013755408895e-05, | |
| "loss": 7.5865, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.23877834335955575, | |
| "grad_norm": 20.700796127319336, | |
| "learning_rate": 3.0675041535377405e-05, | |
| "loss": 4.9502, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.24062933826931976, | |
| "grad_norm": 22.236141204833984, | |
| "learning_rate": 2.991522876735154e-05, | |
| "loss": 6.357, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.24248033317908377, | |
| "grad_norm": 19.655351638793945, | |
| "learning_rate": 2.916090697523549e-05, | |
| "loss": 4.5109, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.24433132808884775, | |
| "grad_norm": 20.140209197998047, | |
| "learning_rate": 2.8412282383075363e-05, | |
| "loss": 5.5753, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.24618232299861176, | |
| "grad_norm": 19.17459487915039, | |
| "learning_rate": 2.766955965735968e-05, | |
| "loss": 5.437, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.24803331790837574, | |
| "grad_norm": 19.464014053344727, | |
| "learning_rate": 2.693294185106562e-05, | |
| "loss": 5.243, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.24988431281813975, | |
| "grad_norm": 18.852859497070312, | |
| "learning_rate": 2.6202630348146324e-05, | |
| "loss": 6.4638, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.25173530772790376, | |
| "grad_norm": 14.234766006469727, | |
| "learning_rate": 2.547882480847461e-05, | |
| "loss": 3.8942, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.25358630263766774, | |
| "grad_norm": 15.460630416870117, | |
| "learning_rate": 2.476172311325783e-05, | |
| "loss": 3.9669, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.2554372975474317, | |
| "grad_norm": 19.800920486450195, | |
| "learning_rate": 2.405152131093926e-05, | |
| "loss": 5.8222, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.25728829245719576, | |
| "grad_norm": 17.38718605041504, | |
| "learning_rate": 2.3348413563600325e-05, | |
| "loss": 6.0962, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.25913928736695974, | |
| "grad_norm": 15.048430442810059, | |
| "learning_rate": 2.2652592093878666e-05, | |
| "loss": 3.9541, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.2609902822767237, | |
| "grad_norm": 16.55597496032715, | |
| "learning_rate": 2.196424713241637e-05, | |
| "loss": 4.1839, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.26284127718648775, | |
| "grad_norm": 16.657272338867188, | |
| "learning_rate": 2.128356686585282e-05, | |
| "loss": 4.9786, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.26469227209625174, | |
| "grad_norm": 21.036558151245117, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 5.0662, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.2665432670060157, | |
| "grad_norm": 17.173782348632812, | |
| "learning_rate": 1.9945942635848748e-05, | |
| "loss": 4.0465, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.26839426191577975, | |
| "grad_norm": 18.073938369750977, | |
| "learning_rate": 1.928936436551661e-05, | |
| "loss": 4.8604, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.27024525682554373, | |
| "grad_norm": 14.32249641418457, | |
| "learning_rate": 1.8641182076323148e-05, | |
| "loss": 3.3291, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.2720962517353077, | |
| "grad_norm": 20.76031494140625, | |
| "learning_rate": 1.800157297483417e-05, | |
| "loss": 5.7931, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.27394724664507175, | |
| "grad_norm": 15.284453392028809, | |
| "learning_rate": 1.7370711923791567e-05, | |
| "loss": 3.1407, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.27579824155483573, | |
| "grad_norm": 23.898174285888672, | |
| "learning_rate": 1.6748771394307585e-05, | |
| "loss": 5.8988, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.2776492364645997, | |
| "grad_norm": 20.32386589050293, | |
| "learning_rate": 1.6135921418712956e-05, | |
| "loss": 3.6415, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.2776492364645997, | |
| "eval_loss": 1.531545639038086, | |
| "eval_runtime": 69.842, | |
| "eval_samples_per_second": 13.029, | |
| "eval_steps_per_second": 3.265, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.2795002313743637, | |
| "grad_norm": 21.202672958374023, | |
| "learning_rate": 1.553232954407171e-05, | |
| "loss": 8.2199, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 0.28135122628412773, | |
| "grad_norm": 22.77549934387207, | |
| "learning_rate": 1.4938160786375572e-05, | |
| "loss": 8.2585, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 0.2832022211938917, | |
| "grad_norm": 21.384912490844727, | |
| "learning_rate": 1.435357758543015e-05, | |
| "loss": 7.9309, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 0.2850532161036557, | |
| "grad_norm": 18.97314453125, | |
| "learning_rate": 1.3778739760445552e-05, | |
| "loss": 8.0805, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 0.28690421101341973, | |
| "grad_norm": 18.570676803588867, | |
| "learning_rate": 1.3213804466343421e-05, | |
| "loss": 7.4273, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.2887552059231837, | |
| "grad_norm": 20.62229347229004, | |
| "learning_rate": 1.2658926150792322e-05, | |
| "loss": 7.6848, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 0.2906062008329477, | |
| "grad_norm": 16.83143424987793, | |
| "learning_rate": 1.2114256511983274e-05, | |
| "loss": 6.4836, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 0.29245719574271173, | |
| "grad_norm": 21.52330207824707, | |
| "learning_rate": 1.157994445715706e-05, | |
| "loss": 7.286, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 0.2943081906524757, | |
| "grad_norm": 21.631942749023438, | |
| "learning_rate": 1.1056136061894384e-05, | |
| "loss": 7.57, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 0.2961591855622397, | |
| "grad_norm": 20.015647888183594, | |
| "learning_rate": 1.0542974530180327e-05, | |
| "loss": 7.5558, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.2980101804720037, | |
| "grad_norm": 20.935726165771484, | |
| "learning_rate": 1.0040600155253765e-05, | |
| "loss": 9.1985, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 0.2998611753817677, | |
| "grad_norm": 20.2431583404541, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 6.8121, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 0.3017121702915317, | |
| "grad_norm": 20.497529983520508, | |
| "learning_rate": 9.068759265665384e-06, | |
| "loss": 6.5842, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 0.30356316520129567, | |
| "grad_norm": 19.90401840209961, | |
| "learning_rate": 8.599558442598998e-06, | |
| "loss": 6.6889, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 0.3054141601110597, | |
| "grad_norm": 20.3807430267334, | |
| "learning_rate": 8.141676086873572e-06, | |
| "loss": 5.8842, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.3072651550208237, | |
| "grad_norm": 19.59682846069336, | |
| "learning_rate": 7.695237378953223e-06, | |
| "loss": 6.7799, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 0.30911614993058767, | |
| "grad_norm": 16.78765296936035, | |
| "learning_rate": 7.260364370723044e-06, | |
| "loss": 5.4901, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 0.3109671448403517, | |
| "grad_norm": 16.29376983642578, | |
| "learning_rate": 6.837175952121306e-06, | |
| "loss": 5.9158, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 0.3128181397501157, | |
| "grad_norm": 18.27606201171875, | |
| "learning_rate": 6.425787818636131e-06, | |
| "loss": 6.7209, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 0.31466913465987967, | |
| "grad_norm": 17.894317626953125, | |
| "learning_rate": 6.026312439675552e-06, | |
| "loss": 6.3001, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.3165201295696437, | |
| "grad_norm": 21.63971710205078, | |
| "learning_rate": 5.6388590278194096e-06, | |
| "loss": 7.1544, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 0.3183711244794077, | |
| "grad_norm": 21.629539489746094, | |
| "learning_rate": 5.263533508961827e-06, | |
| "loss": 6.2639, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 0.32022211938917167, | |
| "grad_norm": 19.84263801574707, | |
| "learning_rate": 4.900438493352055e-06, | |
| "loss": 6.8295, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 0.3220731142989357, | |
| "grad_norm": 20.238880157470703, | |
| "learning_rate": 4.549673247541875e-06, | |
| "loss": 5.8894, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 0.3239241092086997, | |
| "grad_norm": 17.637775421142578, | |
| "learning_rate": 4.2113336672471245e-06, | |
| "loss": 4.9432, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.32577510411846367, | |
| "grad_norm": 20.498844146728516, | |
| "learning_rate": 3.885512251130763e-06, | |
| "loss": 5.9794, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 0.32762609902822765, | |
| "grad_norm": 17.650970458984375, | |
| "learning_rate": 3.5722980755146517e-06, | |
| "loss": 4.5091, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 0.3294770939379917, | |
| "grad_norm": 21.161008834838867, | |
| "learning_rate": 3.271776770026963e-06, | |
| "loss": 6.4282, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 0.33132808884775566, | |
| "grad_norm": 19.688852310180664, | |
| "learning_rate": 2.9840304941919415e-06, | |
| "loss": 5.8306, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 0.33317908375751965, | |
| "grad_norm": 17.909574508666992, | |
| "learning_rate": 2.7091379149682685e-06, | |
| "loss": 6.0146, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.3350300786672837, | |
| "grad_norm": 19.697717666625977, | |
| "learning_rate": 2.4471741852423237e-06, | |
| "loss": 5.26, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 0.33688107357704766, | |
| "grad_norm": 22.01299476623535, | |
| "learning_rate": 2.1982109232821178e-06, | |
| "loss": 6.6505, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 0.33873206848681164, | |
| "grad_norm": 16.821945190429688, | |
| "learning_rate": 1.962316193157593e-06, | |
| "loss": 5.1342, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 0.3405830633965757, | |
| "grad_norm": 17.76853370666504, | |
| "learning_rate": 1.7395544861325718e-06, | |
| "loss": 4.8088, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 0.34243405830633966, | |
| "grad_norm": 20.280498504638672, | |
| "learning_rate": 1.5299867030334814e-06, | |
| "loss": 5.978, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.34428505321610364, | |
| "grad_norm": 20.38216209411621, | |
| "learning_rate": 1.333670137599713e-06, | |
| "loss": 5.6034, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 0.3461360481258677, | |
| "grad_norm": 17.165733337402344, | |
| "learning_rate": 1.1506584608200367e-06, | |
| "loss": 4.2564, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 0.34798704303563166, | |
| "grad_norm": 17.380369186401367, | |
| "learning_rate": 9.810017062595322e-07, | |
| "loss": 4.6483, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 0.34983803794539564, | |
| "grad_norm": 20.93096351623535, | |
| "learning_rate": 8.247462563808817e-07, | |
| "loss": 5.1795, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 0.3516890328551596, | |
| "grad_norm": 17.947641372680664, | |
| "learning_rate": 6.819348298638839e-07, | |
| "loss": 5.088, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.35354002776492366, | |
| "grad_norm": 17.104299545288086, | |
| "learning_rate": 5.526064699265753e-07, | |
| "loss": 3.7657, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 0.35539102267468764, | |
| "grad_norm": 19.836400985717773, | |
| "learning_rate": 4.367965336512403e-07, | |
| "loss": 4.1091, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 0.3572420175844516, | |
| "grad_norm": 16.77385902404785, | |
| "learning_rate": 3.3453668231809286e-07, | |
| "loss": 5.1161, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 0.35909301249421566, | |
| "grad_norm": 18.861099243164062, | |
| "learning_rate": 2.458548727494292e-07, | |
| "loss": 4.392, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 0.36094400740397964, | |
| "grad_norm": 15.38021469116211, | |
| "learning_rate": 1.7077534966650766e-07, | |
| "loss": 3.6737, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.3627950023137436, | |
| "grad_norm": 21.193696975708008, | |
| "learning_rate": 1.0931863906127327e-07, | |
| "loss": 6.081, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 0.36464599722350766, | |
| "grad_norm": 20.111827850341797, | |
| "learning_rate": 6.150154258476315e-08, | |
| "loss": 5.7416, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 0.36649699213327164, | |
| "grad_norm": 18.77097511291504, | |
| "learning_rate": 2.7337132953697554e-08, | |
| "loss": 4.9755, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 0.3683479870430356, | |
| "grad_norm": 26.088537216186523, | |
| "learning_rate": 6.834750376549792e-09, | |
| "loss": 5.5487, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 0.37019898195279966, | |
| "grad_norm": 25.18060302734375, | |
| "learning_rate": 0.0, | |
| "loss": 4.2396, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.37019898195279966, | |
| "eval_loss": 1.45925772190094, | |
| "eval_runtime": 69.8425, | |
| "eval_samples_per_second": 13.029, | |
| "eval_steps_per_second": 3.264, | |
| "step": 200 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.862000849813504e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |