| { | |
| "best_metric": 1.7213791608810425, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-200", | |
| "epoch": 0.43360433604336046, | |
| "eval_steps": 50, | |
| "global_step": 200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.002168021680216802, | |
| "grad_norm": 29.56697654724121, | |
| "learning_rate": 1e-05, | |
| "loss": 6.7917, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.002168021680216802, | |
| "eval_loss": 2.9564599990844727, | |
| "eval_runtime": 9.3786, | |
| "eval_samples_per_second": 82.848, | |
| "eval_steps_per_second": 20.792, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.004336043360433604, | |
| "grad_norm": 22.844648361206055, | |
| "learning_rate": 2e-05, | |
| "loss": 8.8215, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0065040650406504065, | |
| "grad_norm": 27.447298049926758, | |
| "learning_rate": 3e-05, | |
| "loss": 7.7656, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.008672086720867209, | |
| "grad_norm": 25.369524002075195, | |
| "learning_rate": 4e-05, | |
| "loss": 9.5796, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.01084010840108401, | |
| "grad_norm": 24.90519905090332, | |
| "learning_rate": 5e-05, | |
| "loss": 8.8202, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.013008130081300813, | |
| "grad_norm": 23.38373565673828, | |
| "learning_rate": 6e-05, | |
| "loss": 8.6864, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.015176151761517615, | |
| "grad_norm": 23.274526596069336, | |
| "learning_rate": 7e-05, | |
| "loss": 8.4283, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.017344173441734417, | |
| "grad_norm": 25.13153076171875, | |
| "learning_rate": 8e-05, | |
| "loss": 9.4565, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.01951219512195122, | |
| "grad_norm": 30.048437118530273, | |
| "learning_rate": 9e-05, | |
| "loss": 9.5829, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.02168021680216802, | |
| "grad_norm": 27.801332473754883, | |
| "learning_rate": 0.0001, | |
| "loss": 9.0878, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.023848238482384824, | |
| "grad_norm": 32.128700256347656, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 9.333, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.026016260162601626, | |
| "grad_norm": 36.04731369018555, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 9.1451, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.028184281842818428, | |
| "grad_norm": 36.079429626464844, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 9.3416, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.03035230352303523, | |
| "grad_norm": 35.72296905517578, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 9.3537, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.032520325203252036, | |
| "grad_norm": 39.040367126464844, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 9.0205, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.034688346883468835, | |
| "grad_norm": 58.99087905883789, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 9.3102, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.03685636856368564, | |
| "grad_norm": 45.97587585449219, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 9.2068, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.03902439024390244, | |
| "grad_norm": 40.5340461730957, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 9.2059, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.041192411924119245, | |
| "grad_norm": 44.311119079589844, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 8.7438, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.04336043360433604, | |
| "grad_norm": 48.79315948486328, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 10.1446, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04552845528455285, | |
| "grad_norm": 44.125003814697266, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 9.969, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.04769647696476965, | |
| "grad_norm": 41.132083892822266, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 9.857, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.04986449864498645, | |
| "grad_norm": 41.87261962890625, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 10.0139, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.05203252032520325, | |
| "grad_norm": 39.67081832885742, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 8.8703, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.05420054200542006, | |
| "grad_norm": 44.639129638671875, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 9.3676, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.056368563685636856, | |
| "grad_norm": 58.59317398071289, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 9.9945, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.05853658536585366, | |
| "grad_norm": 58.96311569213867, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 9.7769, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.06070460704607046, | |
| "grad_norm": 101.34839630126953, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 9.6022, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.06287262872628727, | |
| "grad_norm": 55.3743782043457, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 9.5984, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.06504065040650407, | |
| "grad_norm": 52.611061096191406, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 9.5768, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.06720867208672086, | |
| "grad_norm": 63.68136215209961, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 10.0241, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.06937669376693767, | |
| "grad_norm": 131.1375732421875, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 10.19, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.07154471544715447, | |
| "grad_norm": 82.2738037109375, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 10.1478, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.07371273712737128, | |
| "grad_norm": 61.93830490112305, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 10.0923, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.07588075880758807, | |
| "grad_norm": 60.45297622680664, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 12.7574, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.07804878048780488, | |
| "grad_norm": 105.29837036132812, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 10.0525, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.08021680216802168, | |
| "grad_norm": 86.53067016601562, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 9.5383, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.08238482384823849, | |
| "grad_norm": 118.15338134765625, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 10.3553, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.08455284552845528, | |
| "grad_norm": 79.79243469238281, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 11.9819, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.08672086720867209, | |
| "grad_norm": 101.70763397216797, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 12.6661, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.08888888888888889, | |
| "grad_norm": 108.63827514648438, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 10.515, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.0910569105691057, | |
| "grad_norm": 87.01688385009766, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 9.7758, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.09322493224932249, | |
| "grad_norm": 131.51397705078125, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 7.3259, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.0953929539295393, | |
| "grad_norm": 88.70328521728516, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 6.2769, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.0975609756097561, | |
| "grad_norm": 123.07538604736328, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 5.2226, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.0997289972899729, | |
| "grad_norm": 98.83578491210938, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 4.1133, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.1018970189701897, | |
| "grad_norm": 183.61734008789062, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 3.8164, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.1040650406504065, | |
| "grad_norm": 211.9551239013672, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 3.5105, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.10623306233062331, | |
| "grad_norm": 154.25930786132812, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 3.2991, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.10840108401084012, | |
| "grad_norm": 167.2089385986328, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 4.4288, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.10840108401084012, | |
| "eval_loss": 2.758779287338257, | |
| "eval_runtime": 9.348, | |
| "eval_samples_per_second": 83.119, | |
| "eval_steps_per_second": 20.86, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.11056910569105691, | |
| "grad_norm": 157.94134521484375, | |
| "learning_rate": 8.894386393810563e-05, | |
| "loss": 7.8429, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.11273712737127371, | |
| "grad_norm": 81.84595489501953, | |
| "learning_rate": 8.842005554284296e-05, | |
| "loss": 12.011, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.11490514905149052, | |
| "grad_norm": 71.08673095703125, | |
| "learning_rate": 8.788574348801675e-05, | |
| "loss": 14.1127, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.11707317073170732, | |
| "grad_norm": 59.624229431152344, | |
| "learning_rate": 8.73410738492077e-05, | |
| "loss": 11.356, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.11924119241192412, | |
| "grad_norm": 67.42726135253906, | |
| "learning_rate": 8.678619553365659e-05, | |
| "loss": 10.9877, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.12140921409214092, | |
| "grad_norm": 40.2747688293457, | |
| "learning_rate": 8.622126023955446e-05, | |
| "loss": 10.6976, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.12357723577235773, | |
| "grad_norm": 60.5155029296875, | |
| "learning_rate": 8.564642241456986e-05, | |
| "loss": 9.8698, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.12574525745257453, | |
| "grad_norm": 35.934452056884766, | |
| "learning_rate": 8.506183921362443e-05, | |
| "loss": 9.3362, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.12791327913279132, | |
| "grad_norm": 52.79769515991211, | |
| "learning_rate": 8.44676704559283e-05, | |
| "loss": 9.4859, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.13008130081300814, | |
| "grad_norm": 69.04476165771484, | |
| "learning_rate": 8.386407858128706e-05, | |
| "loss": 9.3703, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.13224932249322494, | |
| "grad_norm": 51.741085052490234, | |
| "learning_rate": 8.32512286056924e-05, | |
| "loss": 9.3188, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.13441734417344173, | |
| "grad_norm": 41.74775314331055, | |
| "learning_rate": 8.262928807620843e-05, | |
| "loss": 8.6789, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.13658536585365855, | |
| "grad_norm": 34.91529846191406, | |
| "learning_rate": 8.199842702516583e-05, | |
| "loss": 9.4133, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.13875338753387534, | |
| "grad_norm": 33.73413848876953, | |
| "learning_rate": 8.135881792367686e-05, | |
| "loss": 8.4024, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.14092140921409213, | |
| "grad_norm": 52.59294891357422, | |
| "learning_rate": 8.07106356344834e-05, | |
| "loss": 9.213, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.14308943089430895, | |
| "grad_norm": 44.27796936035156, | |
| "learning_rate": 8.005405736415126e-05, | |
| "loss": 9.4206, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.14525745257452574, | |
| "grad_norm": 32.0435905456543, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 9.1629, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.14742547425474256, | |
| "grad_norm": 56.0610237121582, | |
| "learning_rate": 7.871643313414718e-05, | |
| "loss": 8.8188, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.14959349593495935, | |
| "grad_norm": 31.955718994140625, | |
| "learning_rate": 7.803575286758364e-05, | |
| "loss": 10.0232, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.15176151761517614, | |
| "grad_norm": 39.53376770019531, | |
| "learning_rate": 7.734740790612136e-05, | |
| "loss": 9.4435, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.15392953929539296, | |
| "grad_norm": 28.377092361450195, | |
| "learning_rate": 7.66515864363997e-05, | |
| "loss": 9.36, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.15609756097560976, | |
| "grad_norm": 64.54959106445312, | |
| "learning_rate": 7.594847868906076e-05, | |
| "loss": 9.6367, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.15826558265582655, | |
| "grad_norm": 38.5235710144043, | |
| "learning_rate": 7.52382768867422e-05, | |
| "loss": 9.7493, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.16043360433604337, | |
| "grad_norm": 45.679569244384766, | |
| "learning_rate": 7.452117519152542e-05, | |
| "loss": 9.6859, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.16260162601626016, | |
| "grad_norm": 40.02254104614258, | |
| "learning_rate": 7.379736965185368e-05, | |
| "loss": 10.0519, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.16476964769647698, | |
| "grad_norm": 38.8911018371582, | |
| "learning_rate": 7.30670581489344e-05, | |
| "loss": 9.3061, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.16693766937669377, | |
| "grad_norm": 32.40317916870117, | |
| "learning_rate": 7.233044034264034e-05, | |
| "loss": 9.2322, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.16910569105691056, | |
| "grad_norm": 37.332603454589844, | |
| "learning_rate": 7.158771761692464e-05, | |
| "loss": 9.3109, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.17127371273712738, | |
| "grad_norm": 38.216148376464844, | |
| "learning_rate": 7.083909302476453e-05, | |
| "loss": 9.8138, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.17344173441734417, | |
| "grad_norm": 39.74815368652344, | |
| "learning_rate": 7.008477123264848e-05, | |
| "loss": 8.7014, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.17560975609756097, | |
| "grad_norm": 44.80895233154297, | |
| "learning_rate": 6.932495846462261e-05, | |
| "loss": 8.8614, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.17777777777777778, | |
| "grad_norm": 40.72815704345703, | |
| "learning_rate": 6.855986244591104e-05, | |
| "loss": 9.1287, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.17994579945799458, | |
| "grad_norm": 63.297245025634766, | |
| "learning_rate": 6.778969234612584e-05, | |
| "loss": 9.0044, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.1821138211382114, | |
| "grad_norm": 49.13942337036133, | |
| "learning_rate": 6.701465872208216e-05, | |
| "loss": 10.1192, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.1842818428184282, | |
| "grad_norm": 52.749820709228516, | |
| "learning_rate": 6.623497346023418e-05, | |
| "loss": 9.4146, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.18644986449864498, | |
| "grad_norm": 53.51035690307617, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 8.7282, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.1886178861788618, | |
| "grad_norm": 65.0464096069336, | |
| "learning_rate": 6.466250186922325e-05, | |
| "loss": 8.2676, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.1907859078590786, | |
| "grad_norm": 99.9498291015625, | |
| "learning_rate": 6.387014543809223e-05, | |
| "loss": 9.0324, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.19295392953929538, | |
| "grad_norm": 79.33631896972656, | |
| "learning_rate": 6.307399704769099e-05, | |
| "loss": 5.7613, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.1951219512195122, | |
| "grad_norm": 96.63216400146484, | |
| "learning_rate": 6.227427435703997e-05, | |
| "loss": 6.6183, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.197289972899729, | |
| "grad_norm": 89.3034439086914, | |
| "learning_rate": 6.147119600233758e-05, | |
| "loss": 4.3904, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.1994579945799458, | |
| "grad_norm": 82.56645965576172, | |
| "learning_rate": 6.066498153718735e-05, | |
| "loss": 5.1966, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.2016260162601626, | |
| "grad_norm": 72.83575439453125, | |
| "learning_rate": 5.985585137257401e-05, | |
| "loss": 2.9211, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.2037940379403794, | |
| "grad_norm": 124.21688842773438, | |
| "learning_rate": 5.90440267166055e-05, | |
| "loss": 2.023, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.20596205962059622, | |
| "grad_norm": 103.04071044921875, | |
| "learning_rate": 5.8229729514036705e-05, | |
| "loss": 2.1432, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.208130081300813, | |
| "grad_norm": 49.1472282409668, | |
| "learning_rate": 5.74131823855921e-05, | |
| "loss": 1.2012, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.2102981029810298, | |
| "grad_norm": 93.72968292236328, | |
| "learning_rate": 5.6594608567103456e-05, | |
| "loss": 1.6871, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.21246612466124662, | |
| "grad_norm": 100.07096862792969, | |
| "learning_rate": 5.577423184847932e-05, | |
| "loss": 1.3877, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.2146341463414634, | |
| "grad_norm": 39.16847610473633, | |
| "learning_rate": 5.495227651252315e-05, | |
| "loss": 0.7818, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.21680216802168023, | |
| "grad_norm": 56.72313690185547, | |
| "learning_rate": 5.4128967273616625e-05, | |
| "loss": 2.602, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.21680216802168023, | |
| "eval_loss": 1.9244413375854492, | |
| "eval_runtime": 9.3416, | |
| "eval_samples_per_second": 83.177, | |
| "eval_steps_per_second": 20.874, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.21897018970189702, | |
| "grad_norm": 35.613861083984375, | |
| "learning_rate": 5.330452921628497e-05, | |
| "loss": 4.964, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.22113821138211381, | |
| "grad_norm": 40.78394317626953, | |
| "learning_rate": 5.247918773366112e-05, | |
| "loss": 11.7878, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.22330623306233063, | |
| "grad_norm": 29.11028480529785, | |
| "learning_rate": 5.165316846586541e-05, | |
| "loss": 9.1479, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.22547425474254743, | |
| "grad_norm": 35.1927604675293, | |
| "learning_rate": 5.0826697238317935e-05, | |
| "loss": 10.0267, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.22764227642276422, | |
| "grad_norm": 49.512245178222656, | |
| "learning_rate": 5e-05, | |
| "loss": 8.8112, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.22981029810298104, | |
| "grad_norm": 41.58905029296875, | |
| "learning_rate": 4.917330276168208e-05, | |
| "loss": 8.0448, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.23197831978319783, | |
| "grad_norm": 29.24210548400879, | |
| "learning_rate": 4.834683153413459e-05, | |
| "loss": 8.3196, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.23414634146341465, | |
| "grad_norm": 28.055253982543945, | |
| "learning_rate": 4.7520812266338885e-05, | |
| "loss": 8.8809, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.23631436314363144, | |
| "grad_norm": 23.70207977294922, | |
| "learning_rate": 4.669547078371504e-05, | |
| "loss": 8.9278, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.23848238482384823, | |
| "grad_norm": 39.66957092285156, | |
| "learning_rate": 4.5871032726383386e-05, | |
| "loss": 9.1542, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.24065040650406505, | |
| "grad_norm": 22.6226749420166, | |
| "learning_rate": 4.504772348747687e-05, | |
| "loss": 8.8319, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.24281842818428184, | |
| "grad_norm": 32.19573211669922, | |
| "learning_rate": 4.4225768151520694e-05, | |
| "loss": 9.4761, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.24498644986449863, | |
| "grad_norm": 53.35695266723633, | |
| "learning_rate": 4.3405391432896555e-05, | |
| "loss": 8.1584, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.24715447154471545, | |
| "grad_norm": 22.227432250976562, | |
| "learning_rate": 4.2586817614407895e-05, | |
| "loss": 9.1379, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.24932249322493225, | |
| "grad_norm": 19.7288818359375, | |
| "learning_rate": 4.17702704859633e-05, | |
| "loss": 8.3286, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.25149051490514907, | |
| "grad_norm": 20.1420841217041, | |
| "learning_rate": 4.095597328339452e-05, | |
| "loss": 8.4622, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.25365853658536586, | |
| "grad_norm": 20.648754119873047, | |
| "learning_rate": 4.0144148627425993e-05, | |
| "loss": 8.313, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.25582655826558265, | |
| "grad_norm": 18.873445510864258, | |
| "learning_rate": 3.933501846281267e-05, | |
| "loss": 8.4576, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.25799457994579944, | |
| "grad_norm": 19.276405334472656, | |
| "learning_rate": 3.852880399766243e-05, | |
| "loss": 8.8261, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.2601626016260163, | |
| "grad_norm": 26.74322509765625, | |
| "learning_rate": 3.772572564296005e-05, | |
| "loss": 8.7568, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.2623306233062331, | |
| "grad_norm": 32.53742980957031, | |
| "learning_rate": 3.6926002952309016e-05, | |
| "loss": 9.0809, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.26449864498644987, | |
| "grad_norm": 20.733869552612305, | |
| "learning_rate": 3.612985456190778e-05, | |
| "loss": 8.9164, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.26666666666666666, | |
| "grad_norm": 25.21817970275879, | |
| "learning_rate": 3.533749813077677e-05, | |
| "loss": 9.0173, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.26883468834688345, | |
| "grad_norm": 21.50628089904785, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 8.8179, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.27100271002710025, | |
| "grad_norm": 20.020416259765625, | |
| "learning_rate": 3.3765026539765834e-05, | |
| "loss": 9.306, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.2731707317073171, | |
| "grad_norm": 20.90715789794922, | |
| "learning_rate": 3.298534127791785e-05, | |
| "loss": 9.0805, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.2753387533875339, | |
| "grad_norm": 21.389572143554688, | |
| "learning_rate": 3.221030765387417e-05, | |
| "loss": 9.0048, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.2775067750677507, | |
| "grad_norm": 26.47258758544922, | |
| "learning_rate": 3.144013755408895e-05, | |
| "loss": 8.9581, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.27967479674796747, | |
| "grad_norm": 26.793968200683594, | |
| "learning_rate": 3.0675041535377405e-05, | |
| "loss": 8.1696, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.28184281842818426, | |
| "grad_norm": 23.339202880859375, | |
| "learning_rate": 2.991522876735154e-05, | |
| "loss": 8.7234, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.2840108401084011, | |
| "grad_norm": 26.5540771484375, | |
| "learning_rate": 2.916090697523549e-05, | |
| "loss": 8.2496, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.2861788617886179, | |
| "grad_norm": 26.76554298400879, | |
| "learning_rate": 2.8412282383075363e-05, | |
| "loss": 8.164, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.2883468834688347, | |
| "grad_norm": 25.66951560974121, | |
| "learning_rate": 2.766955965735968e-05, | |
| "loss": 8.5713, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.2905149051490515, | |
| "grad_norm": 27.322519302368164, | |
| "learning_rate": 2.693294185106562e-05, | |
| "loss": 7.706, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.2926829268292683, | |
| "grad_norm": 29.11598777770996, | |
| "learning_rate": 2.6202630348146324e-05, | |
| "loss": 9.3715, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.2948509485094851, | |
| "grad_norm": 29.22189712524414, | |
| "learning_rate": 2.547882480847461e-05, | |
| "loss": 8.8805, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.2970189701897019, | |
| "grad_norm": 40.12459182739258, | |
| "learning_rate": 2.476172311325783e-05, | |
| "loss": 7.1181, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.2991869918699187, | |
| "grad_norm": 37.60042190551758, | |
| "learning_rate": 2.405152131093926e-05, | |
| "loss": 6.6358, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.3013550135501355, | |
| "grad_norm": 44.48047637939453, | |
| "learning_rate": 2.3348413563600325e-05, | |
| "loss": 7.6617, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.3035230352303523, | |
| "grad_norm": 69.62174224853516, | |
| "learning_rate": 2.2652592093878666e-05, | |
| "loss": 5.7551, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.3056910569105691, | |
| "grad_norm": 52.42491149902344, | |
| "learning_rate": 2.196424713241637e-05, | |
| "loss": 2.2201, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.30785907859078593, | |
| "grad_norm": 51.486175537109375, | |
| "learning_rate": 2.128356686585282e-05, | |
| "loss": 3.3775, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.3100271002710027, | |
| "grad_norm": 58.227561950683594, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 1.907, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.3121951219512195, | |
| "grad_norm": 51.19715881347656, | |
| "learning_rate": 1.9945942635848748e-05, | |
| "loss": 1.293, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.3143631436314363, | |
| "grad_norm": 83.05162048339844, | |
| "learning_rate": 1.928936436551661e-05, | |
| "loss": 1.3919, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.3165311653116531, | |
| "grad_norm": 46.72926712036133, | |
| "learning_rate": 1.8641182076323148e-05, | |
| "loss": 0.5313, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.31869918699186994, | |
| "grad_norm": 61.03974914550781, | |
| "learning_rate": 1.800157297483417e-05, | |
| "loss": 0.7563, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.32086720867208673, | |
| "grad_norm": 50.94718551635742, | |
| "learning_rate": 1.7370711923791567e-05, | |
| "loss": 0.8253, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.3230352303523035, | |
| "grad_norm": 23.519289016723633, | |
| "learning_rate": 1.6748771394307585e-05, | |
| "loss": 0.4298, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.3252032520325203, | |
| "grad_norm": 37.908599853515625, | |
| "learning_rate": 1.6135921418712956e-05, | |
| "loss": 1.921, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.3252032520325203, | |
| "eval_loss": 1.788693904876709, | |
| "eval_runtime": 9.3835, | |
| "eval_samples_per_second": 82.805, | |
| "eval_steps_per_second": 20.781, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.3273712737127371, | |
| "grad_norm": 23.393863677978516, | |
| "learning_rate": 1.553232954407171e-05, | |
| "loss": 6.4719, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 0.32953929539295396, | |
| "grad_norm": 67.25944519042969, | |
| "learning_rate": 1.4938160786375572e-05, | |
| "loss": 9.8484, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 0.33170731707317075, | |
| "grad_norm": 22.97135353088379, | |
| "learning_rate": 1.435357758543015e-05, | |
| "loss": 9.9367, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 0.33387533875338754, | |
| "grad_norm": 21.3618221282959, | |
| "learning_rate": 1.3778739760445552e-05, | |
| "loss": 9.5086, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 0.33604336043360433, | |
| "grad_norm": 24.72620391845703, | |
| "learning_rate": 1.3213804466343421e-05, | |
| "loss": 8.4169, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.3382113821138211, | |
| "grad_norm": 23.45319366455078, | |
| "learning_rate": 1.2658926150792322e-05, | |
| "loss": 8.6031, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 0.3403794037940379, | |
| "grad_norm": 29.1568660736084, | |
| "learning_rate": 1.2114256511983274e-05, | |
| "loss": 8.9896, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 0.34254742547425476, | |
| "grad_norm": 21.772184371948242, | |
| "learning_rate": 1.157994445715706e-05, | |
| "loss": 8.3909, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 0.34471544715447155, | |
| "grad_norm": 17.402957916259766, | |
| "learning_rate": 1.1056136061894384e-05, | |
| "loss": 8.1657, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 0.34688346883468835, | |
| "grad_norm": 21.280426025390625, | |
| "learning_rate": 1.0542974530180327e-05, | |
| "loss": 8.2439, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.34905149051490514, | |
| "grad_norm": 18.396419525146484, | |
| "learning_rate": 1.0040600155253765e-05, | |
| "loss": 8.3202, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 0.35121951219512193, | |
| "grad_norm": 25.474815368652344, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 8.4802, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 0.3533875338753388, | |
| "grad_norm": 22.321760177612305, | |
| "learning_rate": 9.068759265665384e-06, | |
| "loss": 8.9247, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 19.393081665039062, | |
| "learning_rate": 8.599558442598998e-06, | |
| "loss": 8.2353, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 0.35772357723577236, | |
| "grad_norm": 22.461700439453125, | |
| "learning_rate": 8.141676086873572e-06, | |
| "loss": 8.3274, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.35989159891598915, | |
| "grad_norm": 16.620500564575195, | |
| "learning_rate": 7.695237378953223e-06, | |
| "loss": 8.5916, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 0.36205962059620594, | |
| "grad_norm": 21.414871215820312, | |
| "learning_rate": 7.260364370723044e-06, | |
| "loss": 8.1114, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 0.3642276422764228, | |
| "grad_norm": 46.16633224487305, | |
| "learning_rate": 6.837175952121306e-06, | |
| "loss": 8.3523, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 0.3663956639566396, | |
| "grad_norm": 28.88848114013672, | |
| "learning_rate": 6.425787818636131e-06, | |
| "loss": 7.8829, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 0.3685636856368564, | |
| "grad_norm": 28.91385269165039, | |
| "learning_rate": 6.026312439675552e-06, | |
| "loss": 9.0534, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.37073170731707317, | |
| "grad_norm": 20.6962833404541, | |
| "learning_rate": 5.6388590278194096e-06, | |
| "loss": 9.1964, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 0.37289972899728996, | |
| "grad_norm": 19.90764808654785, | |
| "learning_rate": 5.263533508961827e-06, | |
| "loss": 9.1433, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 0.37506775067750675, | |
| "grad_norm": 22.188579559326172, | |
| "learning_rate": 4.900438493352055e-06, | |
| "loss": 9.7097, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 0.3772357723577236, | |
| "grad_norm": 19.773141860961914, | |
| "learning_rate": 4.549673247541875e-06, | |
| "loss": 8.6201, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 0.3794037940379404, | |
| "grad_norm": 29.198694229125977, | |
| "learning_rate": 4.2113336672471245e-06, | |
| "loss": 8.9861, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.3815718157181572, | |
| "grad_norm": 25.00130844116211, | |
| "learning_rate": 3.885512251130763e-06, | |
| "loss": 8.8726, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 0.383739837398374, | |
| "grad_norm": 23.308883666992188, | |
| "learning_rate": 3.5722980755146517e-06, | |
| "loss": 9.429, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 0.38590785907859076, | |
| "grad_norm": 22.925567626953125, | |
| "learning_rate": 3.271776770026963e-06, | |
| "loss": 8.6373, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 0.3880758807588076, | |
| "grad_norm": 23.13882827758789, | |
| "learning_rate": 2.9840304941919415e-06, | |
| "loss": 9.5522, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 0.3902439024390244, | |
| "grad_norm": 39.564605712890625, | |
| "learning_rate": 2.7091379149682685e-06, | |
| "loss": 8.0607, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.3924119241192412, | |
| "grad_norm": 23.98958396911621, | |
| "learning_rate": 2.4471741852423237e-06, | |
| "loss": 9.0663, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 0.394579945799458, | |
| "grad_norm": 27.768707275390625, | |
| "learning_rate": 2.1982109232821178e-06, | |
| "loss": 7.6105, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 0.3967479674796748, | |
| "grad_norm": 27.029319763183594, | |
| "learning_rate": 1.962316193157593e-06, | |
| "loss": 7.9193, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 0.3989159891598916, | |
| "grad_norm": 26.111921310424805, | |
| "learning_rate": 1.7395544861325718e-06, | |
| "loss": 8.5289, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 0.4010840108401084, | |
| "grad_norm": 28.225522994995117, | |
| "learning_rate": 1.5299867030334814e-06, | |
| "loss": 9.1447, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.4032520325203252, | |
| "grad_norm": 41.012489318847656, | |
| "learning_rate": 1.333670137599713e-06, | |
| "loss": 9.9929, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 0.405420054200542, | |
| "grad_norm": 30.45234489440918, | |
| "learning_rate": 1.1506584608200367e-06, | |
| "loss": 8.7301, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 0.4075880758807588, | |
| "grad_norm": 39.41157913208008, | |
| "learning_rate": 9.810017062595322e-07, | |
| "loss": 5.2084, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 0.4097560975609756, | |
| "grad_norm": 44.882301330566406, | |
| "learning_rate": 8.247462563808817e-07, | |
| "loss": 4.658, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 0.41192411924119243, | |
| "grad_norm": 67.9166488647461, | |
| "learning_rate": 6.819348298638839e-07, | |
| "loss": 6.5314, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.4140921409214092, | |
| "grad_norm": 67.44029235839844, | |
| "learning_rate": 5.526064699265753e-07, | |
| "loss": 2.9418, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 0.416260162601626, | |
| "grad_norm": 42.995975494384766, | |
| "learning_rate": 4.367965336512403e-07, | |
| "loss": 1.5539, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 0.4184281842818428, | |
| "grad_norm": 72.60922241210938, | |
| "learning_rate": 3.3453668231809286e-07, | |
| "loss": 3.2945, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 0.4205962059620596, | |
| "grad_norm": 59.845577239990234, | |
| "learning_rate": 2.458548727494292e-07, | |
| "loss": 2.0104, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 0.42276422764227645, | |
| "grad_norm": 49.002201080322266, | |
| "learning_rate": 1.7077534966650766e-07, | |
| "loss": 0.894, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.42493224932249324, | |
| "grad_norm": 50.669837951660156, | |
| "learning_rate": 1.0931863906127327e-07, | |
| "loss": 1.0598, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 0.42710027100271003, | |
| "grad_norm": 38.22815704345703, | |
| "learning_rate": 6.150154258476315e-08, | |
| "loss": 0.7984, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 0.4292682926829268, | |
| "grad_norm": 47.77947235107422, | |
| "learning_rate": 2.7337132953697554e-08, | |
| "loss": 1.0837, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 0.4314363143631436, | |
| "grad_norm": 41.17764663696289, | |
| "learning_rate": 6.834750376549792e-09, | |
| "loss": 0.6525, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 0.43360433604336046, | |
| "grad_norm": 48.83980941772461, | |
| "learning_rate": 0.0, | |
| "loss": 2.9829, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.43360433604336046, | |
| "eval_loss": 1.7213791608810425, | |
| "eval_runtime": 9.3323, | |
| "eval_samples_per_second": 83.259, | |
| "eval_steps_per_second": 20.895, | |
| "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": 1.5703441863081984e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |