{ "best_metric": 0.8937728937728938, "best_model_checkpoint": "vit-msn-small-lateral_flow_ivalidation_train_test_4/checkpoint-1001", "epoch": 100.0, "eval_steps": 500, "global_step": 1300, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07692307692307693, "grad_norm": 11.825268745422363, "learning_rate": 1.282051282051282e-09, "loss": 0.7662, "step": 1 }, { "epoch": 0.15384615384615385, "grad_norm": 7.078304290771484, "learning_rate": 2.564102564102564e-09, "loss": 0.6914, "step": 2 }, { "epoch": 0.23076923076923078, "grad_norm": 6.560975074768066, "learning_rate": 3.846153846153846e-09, "loss": 0.6913, "step": 3 }, { "epoch": 0.3076923076923077, "grad_norm": 5.813207626342773, "learning_rate": 5.128205128205128e-09, "loss": 0.649, "step": 4 }, { "epoch": 0.38461538461538464, "grad_norm": 9.118779182434082, "learning_rate": 6.41025641025641e-09, "loss": 0.7253, "step": 5 }, { "epoch": 0.46153846153846156, "grad_norm": 6.279308319091797, "learning_rate": 7.692307692307693e-09, "loss": 0.7096, "step": 6 }, { "epoch": 0.5384615384615384, "grad_norm": 6.718940258026123, "learning_rate": 8.974358974358973e-09, "loss": 0.7152, "step": 7 }, { "epoch": 0.6153846153846154, "grad_norm": 18.14107322692871, "learning_rate": 1.0256410256410256e-08, "loss": 0.8574, "step": 8 }, { "epoch": 0.6923076923076923, "grad_norm": 10.89995288848877, "learning_rate": 1.1538461538461538e-08, "loss": 0.7329, "step": 9 }, { "epoch": 0.7692307692307693, "grad_norm": 6.3305792808532715, "learning_rate": 1.282051282051282e-08, "loss": 0.6795, "step": 10 }, { "epoch": 0.8461538461538461, "grad_norm": 9.68929672241211, "learning_rate": 1.4102564102564102e-08, "loss": 0.7302, "step": 11 }, { "epoch": 0.9230769230769231, "grad_norm": 15.178092956542969, "learning_rate": 1.5384615384615385e-08, "loss": 0.8323, "step": 12 }, { "epoch": 1.0, "grad_norm": 12.392359733581543, "learning_rate": 1.6666666666666667e-08, "loss": 0.8038, "step": 13 }, { "epoch": 1.0, "eval_accuracy": 0.40293040293040294, "eval_loss": 0.8368167877197266, "eval_runtime": 1.1319, "eval_samples_per_second": 241.197, "eval_steps_per_second": 7.952, "step": 13 }, { "epoch": 1.0769230769230769, "grad_norm": 11.725589752197266, "learning_rate": 1.7948717948717946e-08, "loss": 0.7769, "step": 14 }, { "epoch": 1.1538461538461537, "grad_norm": 8.77353286743164, "learning_rate": 1.923076923076923e-08, "loss": 0.6855, "step": 15 }, { "epoch": 1.2307692307692308, "grad_norm": 5.938061237335205, "learning_rate": 2.0512820512820512e-08, "loss": 0.6337, "step": 16 }, { "epoch": 1.3076923076923077, "grad_norm": 7.661417007446289, "learning_rate": 2.1794871794871794e-08, "loss": 0.7331, "step": 17 }, { "epoch": 1.3846153846153846, "grad_norm": 8.453286170959473, "learning_rate": 2.3076923076923076e-08, "loss": 0.7415, "step": 18 }, { "epoch": 1.4615384615384617, "grad_norm": 7.856202602386475, "learning_rate": 2.4358974358974358e-08, "loss": 0.7215, "step": 19 }, { "epoch": 1.5384615384615383, "grad_norm": 8.720379829406738, "learning_rate": 2.564102564102564e-08, "loss": 0.7609, "step": 20 }, { "epoch": 1.6153846153846154, "grad_norm": 7.16353178024292, "learning_rate": 2.6923076923076925e-08, "loss": 0.725, "step": 21 }, { "epoch": 1.6923076923076923, "grad_norm": 11.056208610534668, "learning_rate": 2.8205128205128203e-08, "loss": 0.7574, "step": 22 }, { "epoch": 1.7692307692307692, "grad_norm": 12.139315605163574, "learning_rate": 2.9487179487179485e-08, "loss": 0.7634, "step": 23 }, { "epoch": 1.8461538461538463, "grad_norm": 10.188019752502441, "learning_rate": 3.076923076923077e-08, "loss": 0.7807, "step": 24 }, { "epoch": 1.9230769230769231, "grad_norm": 8.845812797546387, "learning_rate": 3.2051282051282046e-08, "loss": 0.7356, "step": 25 }, { "epoch": 2.0, "grad_norm": 6.216264724731445, "learning_rate": 3.3333333333333334e-08, "loss": 0.6874, "step": 26 }, { "epoch": 2.0, "eval_accuracy": 0.40293040293040294, "eval_loss": 0.8356028199195862, "eval_runtime": 1.1457, "eval_samples_per_second": 238.279, "eval_steps_per_second": 7.855, "step": 26 }, { "epoch": 2.076923076923077, "grad_norm": 8.02254581451416, "learning_rate": 3.4615384615384616e-08, "loss": 0.7509, "step": 27 }, { "epoch": 2.1538461538461537, "grad_norm": 9.008159637451172, "learning_rate": 3.589743589743589e-08, "loss": 0.7535, "step": 28 }, { "epoch": 2.230769230769231, "grad_norm": 6.762074947357178, "learning_rate": 3.717948717948718e-08, "loss": 0.6704, "step": 29 }, { "epoch": 2.3076923076923075, "grad_norm": 9.039020538330078, "learning_rate": 3.846153846153846e-08, "loss": 0.7288, "step": 30 }, { "epoch": 2.3846153846153846, "grad_norm": 9.131246566772461, "learning_rate": 3.9743589743589737e-08, "loss": 0.7303, "step": 31 }, { "epoch": 2.4615384615384617, "grad_norm": 16.48816680908203, "learning_rate": 4.1025641025641025e-08, "loss": 0.8144, "step": 32 }, { "epoch": 2.5384615384615383, "grad_norm": 9.815580368041992, "learning_rate": 4.230769230769231e-08, "loss": 0.7308, "step": 33 }, { "epoch": 2.6153846153846154, "grad_norm": 9.985247611999512, "learning_rate": 4.358974358974359e-08, "loss": 0.7336, "step": 34 }, { "epoch": 2.6923076923076925, "grad_norm": 12.207132339477539, "learning_rate": 4.487179487179487e-08, "loss": 0.7562, "step": 35 }, { "epoch": 2.769230769230769, "grad_norm": 8.22400188446045, "learning_rate": 4.615384615384615e-08, "loss": 0.7505, "step": 36 }, { "epoch": 2.8461538461538463, "grad_norm": 9.726299285888672, "learning_rate": 4.7435897435897434e-08, "loss": 0.7349, "step": 37 }, { "epoch": 2.9230769230769234, "grad_norm": 7.650056838989258, "learning_rate": 4.8717948717948716e-08, "loss": 0.7159, "step": 38 }, { "epoch": 3.0, "grad_norm": 7.92750358581543, "learning_rate": 5e-08, "loss": 0.6487, "step": 39 }, { "epoch": 3.0, "eval_accuracy": 0.38095238095238093, "eval_loss": 0.8336427807807922, "eval_runtime": 1.0896, "eval_samples_per_second": 250.553, "eval_steps_per_second": 8.26, "step": 39 }, { "epoch": 3.076923076923077, "grad_norm": 7.130133628845215, "learning_rate": 5.128205128205128e-08, "loss": 0.6572, "step": 40 }, { "epoch": 3.1538461538461537, "grad_norm": 6.72935152053833, "learning_rate": 5.256410256410256e-08, "loss": 0.6879, "step": 41 }, { "epoch": 3.230769230769231, "grad_norm": 6.816609859466553, "learning_rate": 5.384615384615385e-08, "loss": 0.7015, "step": 42 }, { "epoch": 3.3076923076923075, "grad_norm": 14.282307624816895, "learning_rate": 5.5128205128205125e-08, "loss": 0.7773, "step": 43 }, { "epoch": 3.3846153846153846, "grad_norm": 8.73438549041748, "learning_rate": 5.641025641025641e-08, "loss": 0.6779, "step": 44 }, { "epoch": 3.4615384615384617, "grad_norm": 7.69527530670166, "learning_rate": 5.7692307692307695e-08, "loss": 0.7089, "step": 45 }, { "epoch": 3.5384615384615383, "grad_norm": 7.961818695068359, "learning_rate": 5.897435897435897e-08, "loss": 0.6794, "step": 46 }, { "epoch": 3.6153846153846154, "grad_norm": 10.44491195678711, "learning_rate": 6.025641025641025e-08, "loss": 0.7426, "step": 47 }, { "epoch": 3.6923076923076925, "grad_norm": 14.012895584106445, "learning_rate": 6.153846153846154e-08, "loss": 0.813, "step": 48 }, { "epoch": 3.769230769230769, "grad_norm": 14.739794731140137, "learning_rate": 6.282051282051282e-08, "loss": 0.7476, "step": 49 }, { "epoch": 3.8461538461538463, "grad_norm": 9.020185470581055, "learning_rate": 6.410256410256409e-08, "loss": 0.7363, "step": 50 }, { "epoch": 3.9230769230769234, "grad_norm": 8.319820404052734, "learning_rate": 6.538461538461538e-08, "loss": 0.7147, "step": 51 }, { "epoch": 4.0, "grad_norm": 13.349438667297363, "learning_rate": 6.666666666666667e-08, "loss": 0.773, "step": 52 }, { "epoch": 4.0, "eval_accuracy": 0.36996336996337, "eval_loss": 0.8306711912155151, "eval_runtime": 1.099, "eval_samples_per_second": 248.412, "eval_steps_per_second": 8.189, "step": 52 }, { "epoch": 4.076923076923077, "grad_norm": 7.532729625701904, "learning_rate": 6.794871794871794e-08, "loss": 0.7002, "step": 53 }, { "epoch": 4.153846153846154, "grad_norm": 8.158855438232422, "learning_rate": 6.923076923076923e-08, "loss": 0.7246, "step": 54 }, { "epoch": 4.230769230769231, "grad_norm": 6.472417831420898, "learning_rate": 7.051282051282051e-08, "loss": 0.685, "step": 55 }, { "epoch": 4.3076923076923075, "grad_norm": 6.939732551574707, "learning_rate": 7.179487179487178e-08, "loss": 0.6831, "step": 56 }, { "epoch": 4.384615384615385, "grad_norm": 11.658007621765137, "learning_rate": 7.307692307692308e-08, "loss": 0.7724, "step": 57 }, { "epoch": 4.461538461538462, "grad_norm": 10.362598419189453, "learning_rate": 7.435897435897436e-08, "loss": 0.7593, "step": 58 }, { "epoch": 4.538461538461538, "grad_norm": 8.445935249328613, "learning_rate": 7.564102564102563e-08, "loss": 0.7272, "step": 59 }, { "epoch": 4.615384615384615, "grad_norm": 8.527509689331055, "learning_rate": 7.692307692307692e-08, "loss": 0.7045, "step": 60 }, { "epoch": 4.6923076923076925, "grad_norm": 9.107377052307129, "learning_rate": 7.82051282051282e-08, "loss": 0.7378, "step": 61 }, { "epoch": 4.769230769230769, "grad_norm": 6.791406154632568, "learning_rate": 7.948717948717947e-08, "loss": 0.6529, "step": 62 }, { "epoch": 4.846153846153846, "grad_norm": 14.12457275390625, "learning_rate": 8.076923076923077e-08, "loss": 0.7431, "step": 63 }, { "epoch": 4.923076923076923, "grad_norm": 6.899061679840088, "learning_rate": 8.205128205128205e-08, "loss": 0.6959, "step": 64 }, { "epoch": 5.0, "grad_norm": 7.9619526863098145, "learning_rate": 8.333333333333333e-08, "loss": 0.7002, "step": 65 }, { "epoch": 5.0, "eval_accuracy": 0.34798534798534797, "eval_loss": 0.8270196318626404, "eval_runtime": 1.129, "eval_samples_per_second": 241.809, "eval_steps_per_second": 7.972, "step": 65 }, { "epoch": 5.076923076923077, "grad_norm": 7.7031426429748535, "learning_rate": 8.461538461538461e-08, "loss": 0.7066, "step": 66 }, { "epoch": 5.153846153846154, "grad_norm": 15.828374862670898, "learning_rate": 8.589743589743589e-08, "loss": 0.8086, "step": 67 }, { "epoch": 5.230769230769231, "grad_norm": 14.059815406799316, "learning_rate": 8.717948717948718e-08, "loss": 0.7508, "step": 68 }, { "epoch": 5.3076923076923075, "grad_norm": 6.549792766571045, "learning_rate": 8.846153846153847e-08, "loss": 0.6624, "step": 69 }, { "epoch": 5.384615384615385, "grad_norm": 11.543883323669434, "learning_rate": 8.974358974358974e-08, "loss": 0.77, "step": 70 }, { "epoch": 5.461538461538462, "grad_norm": 6.944629192352295, "learning_rate": 9.102564102564102e-08, "loss": 0.6727, "step": 71 }, { "epoch": 5.538461538461538, "grad_norm": 7.672135353088379, "learning_rate": 9.23076923076923e-08, "loss": 0.7118, "step": 72 }, { "epoch": 5.615384615384615, "grad_norm": 7.508388519287109, "learning_rate": 9.358974358974358e-08, "loss": 0.7035, "step": 73 }, { "epoch": 5.6923076923076925, "grad_norm": 9.746411323547363, "learning_rate": 9.487179487179487e-08, "loss": 0.7388, "step": 74 }, { "epoch": 5.769230769230769, "grad_norm": 5.34724235534668, "learning_rate": 9.615384615384616e-08, "loss": 0.6676, "step": 75 }, { "epoch": 5.846153846153846, "grad_norm": 7.4027533531188965, "learning_rate": 9.743589743589743e-08, "loss": 0.6776, "step": 76 }, { "epoch": 5.923076923076923, "grad_norm": 5.9196600914001465, "learning_rate": 9.871794871794871e-08, "loss": 0.6496, "step": 77 }, { "epoch": 6.0, "grad_norm": 9.185264587402344, "learning_rate": 1e-07, "loss": 0.6991, "step": 78 }, { "epoch": 6.0, "eval_accuracy": 0.34065934065934067, "eval_loss": 0.822251558303833, "eval_runtime": 1.1053, "eval_samples_per_second": 246.986, "eval_steps_per_second": 8.142, "step": 78 }, { "epoch": 6.076923076923077, "grad_norm": 12.898451805114746, "learning_rate": 1.0128205128205128e-07, "loss": 0.7511, "step": 79 }, { "epoch": 6.153846153846154, "grad_norm": 8.163904190063477, "learning_rate": 1.0256410256410256e-07, "loss": 0.7087, "step": 80 }, { "epoch": 6.230769230769231, "grad_norm": 11.064409255981445, "learning_rate": 1.0384615384615385e-07, "loss": 0.7392, "step": 81 }, { "epoch": 6.3076923076923075, "grad_norm": 7.729458332061768, "learning_rate": 1.0512820512820512e-07, "loss": 0.6895, "step": 82 }, { "epoch": 6.384615384615385, "grad_norm": 10.194966316223145, "learning_rate": 1.064102564102564e-07, "loss": 0.7307, "step": 83 }, { "epoch": 6.461538461538462, "grad_norm": 8.71014404296875, "learning_rate": 1.076923076923077e-07, "loss": 0.7016, "step": 84 }, { "epoch": 6.538461538461538, "grad_norm": 5.449409008026123, "learning_rate": 1.0897435897435897e-07, "loss": 0.6902, "step": 85 }, { "epoch": 6.615384615384615, "grad_norm": 6.427290916442871, "learning_rate": 1.1025641025641025e-07, "loss": 0.7096, "step": 86 }, { "epoch": 6.6923076923076925, "grad_norm": 8.389752388000488, "learning_rate": 1.1153846153846154e-07, "loss": 0.6796, "step": 87 }, { "epoch": 6.769230769230769, "grad_norm": 7.476161003112793, "learning_rate": 1.1282051282051281e-07, "loss": 0.6667, "step": 88 }, { "epoch": 6.846153846153846, "grad_norm": 7.568350791931152, "learning_rate": 1.1410256410256409e-07, "loss": 0.6715, "step": 89 }, { "epoch": 6.923076923076923, "grad_norm": 8.625706672668457, "learning_rate": 1.1538461538461539e-07, "loss": 0.636, "step": 90 }, { "epoch": 7.0, "grad_norm": 5.82112979888916, "learning_rate": 1.1666666666666667e-07, "loss": 0.6809, "step": 91 }, { "epoch": 7.0, "eval_accuracy": 0.34798534798534797, "eval_loss": 0.8163912296295166, "eval_runtime": 1.0813, "eval_samples_per_second": 252.467, "eval_steps_per_second": 8.323, "step": 91 }, { "epoch": 7.076923076923077, "grad_norm": 10.13252067565918, "learning_rate": 1.1794871794871794e-07, "loss": 0.7575, "step": 92 }, { "epoch": 7.153846153846154, "grad_norm": 8.741361618041992, "learning_rate": 1.1923076923076923e-07, "loss": 0.648, "step": 93 }, { "epoch": 7.230769230769231, "grad_norm": 7.56840705871582, "learning_rate": 1.205128205128205e-07, "loss": 0.6463, "step": 94 }, { "epoch": 7.3076923076923075, "grad_norm": 8.051764488220215, "learning_rate": 1.2179487179487178e-07, "loss": 0.6638, "step": 95 }, { "epoch": 7.384615384615385, "grad_norm": 9.078740119934082, "learning_rate": 1.2307692307692308e-07, "loss": 0.6532, "step": 96 }, { "epoch": 7.461538461538462, "grad_norm": 6.47438907623291, "learning_rate": 1.2435897435897436e-07, "loss": 0.6865, "step": 97 }, { "epoch": 7.538461538461538, "grad_norm": 19.186744689941406, "learning_rate": 1.2564102564102563e-07, "loss": 0.7857, "step": 98 }, { "epoch": 7.615384615384615, "grad_norm": 6.243631839752197, "learning_rate": 1.269230769230769e-07, "loss": 0.6497, "step": 99 }, { "epoch": 7.6923076923076925, "grad_norm": 11.06851577758789, "learning_rate": 1.2820512820512818e-07, "loss": 0.7393, "step": 100 }, { "epoch": 7.769230769230769, "grad_norm": 6.238231182098389, "learning_rate": 1.2948717948717948e-07, "loss": 0.648, "step": 101 }, { "epoch": 7.846153846153846, "grad_norm": 7.018065929412842, "learning_rate": 1.3076923076923076e-07, "loss": 0.6985, "step": 102 }, { "epoch": 7.923076923076923, "grad_norm": 6.59433650970459, "learning_rate": 1.3205128205128206e-07, "loss": 0.6425, "step": 103 }, { "epoch": 8.0, "grad_norm": 15.792468070983887, "learning_rate": 1.3333333333333334e-07, "loss": 0.7359, "step": 104 }, { "epoch": 8.0, "eval_accuracy": 0.3516483516483517, "eval_loss": 0.809272825717926, "eval_runtime": 1.123, "eval_samples_per_second": 243.109, "eval_steps_per_second": 8.015, "step": 104 }, { "epoch": 8.076923076923077, "grad_norm": 5.732429027557373, "learning_rate": 1.346153846153846e-07, "loss": 0.6671, "step": 105 }, { "epoch": 8.153846153846153, "grad_norm": 8.492462158203125, "learning_rate": 1.3589743589743589e-07, "loss": 0.6791, "step": 106 }, { "epoch": 8.23076923076923, "grad_norm": 7.260557651519775, "learning_rate": 1.371794871794872e-07, "loss": 0.6792, "step": 107 }, { "epoch": 8.307692307692308, "grad_norm": 6.956895351409912, "learning_rate": 1.3846153846153846e-07, "loss": 0.6594, "step": 108 }, { "epoch": 8.384615384615385, "grad_norm": 8.899503707885742, "learning_rate": 1.3974358974358974e-07, "loss": 0.6844, "step": 109 }, { "epoch": 8.461538461538462, "grad_norm": 9.356163024902344, "learning_rate": 1.4102564102564101e-07, "loss": 0.6823, "step": 110 }, { "epoch": 8.538461538461538, "grad_norm": 5.070780277252197, "learning_rate": 1.423076923076923e-07, "loss": 0.6587, "step": 111 }, { "epoch": 8.615384615384615, "grad_norm": 6.451420307159424, "learning_rate": 1.4358974358974356e-07, "loss": 0.6634, "step": 112 }, { "epoch": 8.692307692307692, "grad_norm": 10.156645774841309, "learning_rate": 1.4487179487179487e-07, "loss": 0.6924, "step": 113 }, { "epoch": 8.76923076923077, "grad_norm": 6.450173377990723, "learning_rate": 1.4615384615384617e-07, "loss": 0.6747, "step": 114 }, { "epoch": 8.846153846153847, "grad_norm": 6.027273654937744, "learning_rate": 1.4743589743589744e-07, "loss": 0.6494, "step": 115 }, { "epoch": 8.923076923076923, "grad_norm": 8.349352836608887, "learning_rate": 1.4871794871794872e-07, "loss": 0.6403, "step": 116 }, { "epoch": 9.0, "grad_norm": 18.18368148803711, "learning_rate": 1.5e-07, "loss": 0.771, "step": 117 }, { "epoch": 9.0, "eval_accuracy": 0.3443223443223443, "eval_loss": 0.8017431497573853, "eval_runtime": 1.0902, "eval_samples_per_second": 250.408, "eval_steps_per_second": 8.255, "step": 117 }, { "epoch": 9.076923076923077, "grad_norm": 8.11916732788086, "learning_rate": 1.5128205128205127e-07, "loss": 0.6626, "step": 118 }, { "epoch": 9.153846153846153, "grad_norm": 7.791807651519775, "learning_rate": 1.5256410256410257e-07, "loss": 0.6976, "step": 119 }, { "epoch": 9.23076923076923, "grad_norm": 5.970644474029541, "learning_rate": 1.5384615384615385e-07, "loss": 0.6504, "step": 120 }, { "epoch": 9.307692307692308, "grad_norm": 7.936901569366455, "learning_rate": 1.5512820512820512e-07, "loss": 0.6254, "step": 121 }, { "epoch": 9.384615384615385, "grad_norm": 9.733453750610352, "learning_rate": 1.564102564102564e-07, "loss": 0.6942, "step": 122 }, { "epoch": 9.461538461538462, "grad_norm": 7.078396797180176, "learning_rate": 1.5769230769230767e-07, "loss": 0.6693, "step": 123 }, { "epoch": 9.538461538461538, "grad_norm": 7.963113784790039, "learning_rate": 1.5897435897435895e-07, "loss": 0.6801, "step": 124 }, { "epoch": 9.615384615384615, "grad_norm": 8.167120933532715, "learning_rate": 1.6025641025641027e-07, "loss": 0.6815, "step": 125 }, { "epoch": 9.692307692307692, "grad_norm": 10.073902130126953, "learning_rate": 1.6153846153846155e-07, "loss": 0.5788, "step": 126 }, { "epoch": 9.76923076923077, "grad_norm": 11.61005973815918, "learning_rate": 1.6282051282051282e-07, "loss": 0.6963, "step": 127 }, { "epoch": 9.846153846153847, "grad_norm": 8.669663429260254, "learning_rate": 1.641025641025641e-07, "loss": 0.6606, "step": 128 }, { "epoch": 9.923076923076923, "grad_norm": 6.1367902755737305, "learning_rate": 1.6538461538461538e-07, "loss": 0.6611, "step": 129 }, { "epoch": 10.0, "grad_norm": 10.469046592712402, "learning_rate": 1.6666666666666665e-07, "loss": 0.6855, "step": 130 }, { "epoch": 10.0, "eval_accuracy": 0.3443223443223443, "eval_loss": 0.793373703956604, "eval_runtime": 1.165, "eval_samples_per_second": 234.342, "eval_steps_per_second": 7.726, "step": 130 }, { "epoch": 10.076923076923077, "grad_norm": 5.35909366607666, "learning_rate": 1.6794871794871793e-07, "loss": 0.6251, "step": 131 }, { "epoch": 10.153846153846153, "grad_norm": 10.427489280700684, "learning_rate": 1.6923076923076923e-07, "loss": 0.6966, "step": 132 }, { "epoch": 10.23076923076923, "grad_norm": 5.611694812774658, "learning_rate": 1.705128205128205e-07, "loss": 0.6269, "step": 133 }, { "epoch": 10.307692307692308, "grad_norm": 6.193531036376953, "learning_rate": 1.7179487179487178e-07, "loss": 0.6368, "step": 134 }, { "epoch": 10.384615384615385, "grad_norm": 8.017634391784668, "learning_rate": 1.7307692307692305e-07, "loss": 0.6621, "step": 135 }, { "epoch": 10.461538461538462, "grad_norm": 10.72907829284668, "learning_rate": 1.7435897435897435e-07, "loss": 0.6864, "step": 136 }, { "epoch": 10.538461538461538, "grad_norm": 6.352747917175293, "learning_rate": 1.7564102564102563e-07, "loss": 0.6565, "step": 137 }, { "epoch": 10.615384615384615, "grad_norm": 7.856233596801758, "learning_rate": 1.7692307692307693e-07, "loss": 0.6121, "step": 138 }, { "epoch": 10.692307692307692, "grad_norm": 5.864201068878174, "learning_rate": 1.782051282051282e-07, "loss": 0.6459, "step": 139 }, { "epoch": 10.76923076923077, "grad_norm": 7.608394145965576, "learning_rate": 1.7948717948717948e-07, "loss": 0.657, "step": 140 }, { "epoch": 10.846153846153847, "grad_norm": 8.372591018676758, "learning_rate": 1.8076923076923076e-07, "loss": 0.6237, "step": 141 }, { "epoch": 10.923076923076923, "grad_norm": 11.936747550964355, "learning_rate": 1.8205128205128203e-07, "loss": 0.5957, "step": 142 }, { "epoch": 11.0, "grad_norm": 7.490809440612793, "learning_rate": 1.833333333333333e-07, "loss": 0.6674, "step": 143 }, { "epoch": 11.0, "eval_accuracy": 0.34798534798534797, "eval_loss": 0.7850834727287292, "eval_runtime": 1.1156, "eval_samples_per_second": 244.707, "eval_steps_per_second": 8.067, "step": 143 }, { "epoch": 11.076923076923077, "grad_norm": 6.380209922790527, "learning_rate": 1.846153846153846e-07, "loss": 0.6687, "step": 144 }, { "epoch": 11.153846153846153, "grad_norm": 9.784966468811035, "learning_rate": 1.8589743589743588e-07, "loss": 0.5944, "step": 145 }, { "epoch": 11.23076923076923, "grad_norm": 6.177420139312744, "learning_rate": 1.8717948717948716e-07, "loss": 0.6216, "step": 146 }, { "epoch": 11.307692307692308, "grad_norm": 8.557212829589844, "learning_rate": 1.8846153846153846e-07, "loss": 0.588, "step": 147 }, { "epoch": 11.384615384615385, "grad_norm": 7.8158698081970215, "learning_rate": 1.8974358974358974e-07, "loss": 0.678, "step": 148 }, { "epoch": 11.461538461538462, "grad_norm": 6.817122936248779, "learning_rate": 1.91025641025641e-07, "loss": 0.6578, "step": 149 }, { "epoch": 11.538461538461538, "grad_norm": 6.473201751708984, "learning_rate": 1.9230769230769231e-07, "loss": 0.5925, "step": 150 }, { "epoch": 11.615384615384615, "grad_norm": 7.937005043029785, "learning_rate": 1.935897435897436e-07, "loss": 0.6075, "step": 151 }, { "epoch": 11.692307692307692, "grad_norm": 7.399307727813721, "learning_rate": 1.9487179487179486e-07, "loss": 0.6422, "step": 152 }, { "epoch": 11.76923076923077, "grad_norm": 5.2583417892456055, "learning_rate": 1.9615384615384614e-07, "loss": 0.632, "step": 153 }, { "epoch": 11.846153846153847, "grad_norm": 5.878222465515137, "learning_rate": 1.9743589743589741e-07, "loss": 0.6132, "step": 154 }, { "epoch": 11.923076923076923, "grad_norm": 9.431600570678711, "learning_rate": 1.987179487179487e-07, "loss": 0.6752, "step": 155 }, { "epoch": 12.0, "grad_norm": 11.3587007522583, "learning_rate": 2e-07, "loss": 0.6296, "step": 156 }, { "epoch": 12.0, "eval_accuracy": 0.38095238095238093, "eval_loss": 0.7746027708053589, "eval_runtime": 1.0784, "eval_samples_per_second": 253.151, "eval_steps_per_second": 8.346, "step": 156 }, { "epoch": 12.076923076923077, "grad_norm": 13.487508773803711, "learning_rate": 2.012820512820513e-07, "loss": 0.6484, "step": 157 }, { "epoch": 12.153846153846153, "grad_norm": 6.343132019042969, "learning_rate": 2.0256410256410257e-07, "loss": 0.6176, "step": 158 }, { "epoch": 12.23076923076923, "grad_norm": 6.916377544403076, "learning_rate": 2.0384615384615384e-07, "loss": 0.6203, "step": 159 }, { "epoch": 12.307692307692308, "grad_norm": 5.082144260406494, "learning_rate": 2.0512820512820512e-07, "loss": 0.6118, "step": 160 }, { "epoch": 12.384615384615385, "grad_norm": 7.097628593444824, "learning_rate": 2.064102564102564e-07, "loss": 0.6209, "step": 161 }, { "epoch": 12.461538461538462, "grad_norm": 4.947141170501709, "learning_rate": 2.076923076923077e-07, "loss": 0.6167, "step": 162 }, { "epoch": 12.538461538461538, "grad_norm": 7.4713568687438965, "learning_rate": 2.0897435897435897e-07, "loss": 0.6366, "step": 163 }, { "epoch": 12.615384615384615, "grad_norm": 5.943190097808838, "learning_rate": 2.1025641025641025e-07, "loss": 0.5884, "step": 164 }, { "epoch": 12.692307692307692, "grad_norm": 7.075766563415527, "learning_rate": 2.1153846153846152e-07, "loss": 0.6174, "step": 165 }, { "epoch": 12.76923076923077, "grad_norm": 6.404934406280518, "learning_rate": 2.128205128205128e-07, "loss": 0.5991, "step": 166 }, { "epoch": 12.846153846153847, "grad_norm": 6.4050374031066895, "learning_rate": 2.1410256410256407e-07, "loss": 0.5949, "step": 167 }, { "epoch": 12.923076923076923, "grad_norm": 6.361465930938721, "learning_rate": 2.153846153846154e-07, "loss": 0.6041, "step": 168 }, { "epoch": 13.0, "grad_norm": 8.524773597717285, "learning_rate": 2.1666666666666667e-07, "loss": 0.5597, "step": 169 }, { "epoch": 13.0, "eval_accuracy": 0.3956043956043956, "eval_loss": 0.7642745971679688, "eval_runtime": 1.0836, "eval_samples_per_second": 251.932, "eval_steps_per_second": 8.305, "step": 169 }, { "epoch": 13.076923076923077, "grad_norm": 6.53005313873291, "learning_rate": 2.1794871794871795e-07, "loss": 0.5907, "step": 170 }, { "epoch": 13.153846153846153, "grad_norm": 9.942926406860352, "learning_rate": 2.1923076923076922e-07, "loss": 0.6257, "step": 171 }, { "epoch": 13.23076923076923, "grad_norm": 6.534128665924072, "learning_rate": 2.205128205128205e-07, "loss": 0.6071, "step": 172 }, { "epoch": 13.307692307692308, "grad_norm": 7.146810531616211, "learning_rate": 2.2179487179487178e-07, "loss": 0.6034, "step": 173 }, { "epoch": 13.384615384615385, "grad_norm": 9.57970142364502, "learning_rate": 2.2307692307692308e-07, "loss": 0.5989, "step": 174 }, { "epoch": 13.461538461538462, "grad_norm": 7.740459442138672, "learning_rate": 2.2435897435897435e-07, "loss": 0.6127, "step": 175 }, { "epoch": 13.538461538461538, "grad_norm": 6.141212463378906, "learning_rate": 2.2564102564102563e-07, "loss": 0.6053, "step": 176 }, { "epoch": 13.615384615384615, "grad_norm": 9.628805160522461, "learning_rate": 2.269230769230769e-07, "loss": 0.6233, "step": 177 }, { "epoch": 13.692307692307692, "grad_norm": 7.1237359046936035, "learning_rate": 2.2820512820512818e-07, "loss": 0.5464, "step": 178 }, { "epoch": 13.76923076923077, "grad_norm": 9.79202938079834, "learning_rate": 2.2948717948717948e-07, "loss": 0.5903, "step": 179 }, { "epoch": 13.846153846153847, "grad_norm": 10.249642372131348, "learning_rate": 2.3076923076923078e-07, "loss": 0.5775, "step": 180 }, { "epoch": 13.923076923076923, "grad_norm": 8.622888565063477, "learning_rate": 2.3205128205128206e-07, "loss": 0.5674, "step": 181 }, { "epoch": 14.0, "grad_norm": 7.990379810333252, "learning_rate": 2.3333333333333333e-07, "loss": 0.5636, "step": 182 }, { "epoch": 14.0, "eval_accuracy": 0.4065934065934066, "eval_loss": 0.7519221901893616, "eval_runtime": 1.1646, "eval_samples_per_second": 234.411, "eval_steps_per_second": 7.728, "step": 182 }, { "epoch": 14.076923076923077, "grad_norm": 6.738072395324707, "learning_rate": 2.346153846153846e-07, "loss": 0.5964, "step": 183 }, { "epoch": 14.153846153846153, "grad_norm": 6.587930679321289, "learning_rate": 2.3589743589743588e-07, "loss": 0.5959, "step": 184 }, { "epoch": 14.23076923076923, "grad_norm": 8.863685607910156, "learning_rate": 2.3717948717948716e-07, "loss": 0.6179, "step": 185 }, { "epoch": 14.307692307692308, "grad_norm": 8.31081771850586, "learning_rate": 2.3846153846153846e-07, "loss": 0.5781, "step": 186 }, { "epoch": 14.384615384615385, "grad_norm": 6.629979610443115, "learning_rate": 2.3974358974358973e-07, "loss": 0.5905, "step": 187 }, { "epoch": 14.461538461538462, "grad_norm": 6.239142417907715, "learning_rate": 2.41025641025641e-07, "loss": 0.5835, "step": 188 }, { "epoch": 14.538461538461538, "grad_norm": 9.24789047241211, "learning_rate": 2.423076923076923e-07, "loss": 0.5311, "step": 189 }, { "epoch": 14.615384615384615, "grad_norm": 5.913294792175293, "learning_rate": 2.4358974358974356e-07, "loss": 0.5696, "step": 190 }, { "epoch": 14.692307692307692, "grad_norm": 5.466041088104248, "learning_rate": 2.4487179487179483e-07, "loss": 0.5834, "step": 191 }, { "epoch": 14.76923076923077, "grad_norm": 8.735718727111816, "learning_rate": 2.4615384615384616e-07, "loss": 0.5894, "step": 192 }, { "epoch": 14.846153846153847, "grad_norm": 9.893664360046387, "learning_rate": 2.4743589743589744e-07, "loss": 0.5986, "step": 193 }, { "epoch": 14.923076923076923, "grad_norm": 11.7261323928833, "learning_rate": 2.487179487179487e-07, "loss": 0.6052, "step": 194 }, { "epoch": 15.0, "grad_norm": 5.431432247161865, "learning_rate": 2.5e-07, "loss": 0.5718, "step": 195 }, { "epoch": 15.0, "eval_accuracy": 0.4432234432234432, "eval_loss": 0.7382447123527527, "eval_runtime": 1.2226, "eval_samples_per_second": 223.292, "eval_steps_per_second": 7.361, "step": 195 }, { "epoch": 15.076923076923077, "grad_norm": 11.50497817993164, "learning_rate": 2.5128205128205126e-07, "loss": 0.5458, "step": 196 }, { "epoch": 15.153846153846153, "grad_norm": 6.202509880065918, "learning_rate": 2.5256410256410254e-07, "loss": 0.568, "step": 197 }, { "epoch": 15.23076923076923, "grad_norm": 7.735499858856201, "learning_rate": 2.538461538461538e-07, "loss": 0.5498, "step": 198 }, { "epoch": 15.307692307692308, "grad_norm": 6.378796577453613, "learning_rate": 2.551282051282051e-07, "loss": 0.5684, "step": 199 }, { "epoch": 15.384615384615385, "grad_norm": 7.309218406677246, "learning_rate": 2.5641025641025636e-07, "loss": 0.5542, "step": 200 }, { "epoch": 15.461538461538462, "grad_norm": 6.49953556060791, "learning_rate": 2.5769230769230764e-07, "loss": 0.5231, "step": 201 }, { "epoch": 15.538461538461538, "grad_norm": 7.93926477432251, "learning_rate": 2.5897435897435897e-07, "loss": 0.598, "step": 202 }, { "epoch": 15.615384615384615, "grad_norm": 7.975804805755615, "learning_rate": 2.6025641025641024e-07, "loss": 0.5603, "step": 203 }, { "epoch": 15.692307692307692, "grad_norm": 7.7549567222595215, "learning_rate": 2.615384615384615e-07, "loss": 0.6205, "step": 204 }, { "epoch": 15.76923076923077, "grad_norm": 5.829622745513916, "learning_rate": 2.628205128205128e-07, "loss": 0.5317, "step": 205 }, { "epoch": 15.846153846153847, "grad_norm": 8.449727058410645, "learning_rate": 2.641025641025641e-07, "loss": 0.5441, "step": 206 }, { "epoch": 15.923076923076923, "grad_norm": 5.6499924659729, "learning_rate": 2.653846153846154e-07, "loss": 0.564, "step": 207 }, { "epoch": 16.0, "grad_norm": 7.8772501945495605, "learning_rate": 2.6666666666666667e-07, "loss": 0.5527, "step": 208 }, { "epoch": 16.0, "eval_accuracy": 0.45787545787545786, "eval_loss": 0.7255610823631287, "eval_runtime": 1.1886, "eval_samples_per_second": 229.677, "eval_steps_per_second": 7.572, "step": 208 }, { "epoch": 16.076923076923077, "grad_norm": 6.204710960388184, "learning_rate": 2.6794871794871795e-07, "loss": 0.5586, "step": 209 }, { "epoch": 16.153846153846153, "grad_norm": 7.166380882263184, "learning_rate": 2.692307692307692e-07, "loss": 0.5284, "step": 210 }, { "epoch": 16.23076923076923, "grad_norm": 6.236649990081787, "learning_rate": 2.705128205128205e-07, "loss": 0.5321, "step": 211 }, { "epoch": 16.307692307692307, "grad_norm": 12.156338691711426, "learning_rate": 2.7179487179487177e-07, "loss": 0.5318, "step": 212 }, { "epoch": 16.384615384615383, "grad_norm": 13.153219223022461, "learning_rate": 2.7307692307692305e-07, "loss": 0.6007, "step": 213 }, { "epoch": 16.46153846153846, "grad_norm": 10.926055908203125, "learning_rate": 2.743589743589744e-07, "loss": 0.5838, "step": 214 }, { "epoch": 16.53846153846154, "grad_norm": 7.563294410705566, "learning_rate": 2.7564102564102565e-07, "loss": 0.5408, "step": 215 }, { "epoch": 16.615384615384617, "grad_norm": 7.09330940246582, "learning_rate": 2.7692307692307693e-07, "loss": 0.5488, "step": 216 }, { "epoch": 16.692307692307693, "grad_norm": 9.458847999572754, "learning_rate": 2.782051282051282e-07, "loss": 0.5311, "step": 217 }, { "epoch": 16.76923076923077, "grad_norm": 13.9017333984375, "learning_rate": 2.794871794871795e-07, "loss": 0.6234, "step": 218 }, { "epoch": 16.846153846153847, "grad_norm": 7.479183197021484, "learning_rate": 2.8076923076923075e-07, "loss": 0.5141, "step": 219 }, { "epoch": 16.923076923076923, "grad_norm": 7.135406970977783, "learning_rate": 2.8205128205128203e-07, "loss": 0.5351, "step": 220 }, { "epoch": 17.0, "grad_norm": 10.270779609680176, "learning_rate": 2.833333333333333e-07, "loss": 0.5646, "step": 221 }, { "epoch": 17.0, "eval_accuracy": 0.5054945054945055, "eval_loss": 0.7115433216094971, "eval_runtime": 1.1244, "eval_samples_per_second": 242.789, "eval_steps_per_second": 8.004, "step": 221 }, { "epoch": 17.076923076923077, "grad_norm": 7.797209739685059, "learning_rate": 2.846153846153846e-07, "loss": 0.5202, "step": 222 }, { "epoch": 17.153846153846153, "grad_norm": 5.579799652099609, "learning_rate": 2.8589743589743585e-07, "loss": 0.5997, "step": 223 }, { "epoch": 17.23076923076923, "grad_norm": 6.3761749267578125, "learning_rate": 2.8717948717948713e-07, "loss": 0.5476, "step": 224 }, { "epoch": 17.307692307692307, "grad_norm": 5.818968296051025, "learning_rate": 2.884615384615384e-07, "loss": 0.5162, "step": 225 }, { "epoch": 17.384615384615383, "grad_norm": 6.494726657867432, "learning_rate": 2.8974358974358973e-07, "loss": 0.5205, "step": 226 }, { "epoch": 17.46153846153846, "grad_norm": 5.092429161071777, "learning_rate": 2.91025641025641e-07, "loss": 0.564, "step": 227 }, { "epoch": 17.53846153846154, "grad_norm": 5.863589763641357, "learning_rate": 2.9230769230769234e-07, "loss": 0.5697, "step": 228 }, { "epoch": 17.615384615384617, "grad_norm": 10.323057174682617, "learning_rate": 2.935897435897436e-07, "loss": 0.477, "step": 229 }, { "epoch": 17.692307692307693, "grad_norm": 7.20986795425415, "learning_rate": 2.948717948717949e-07, "loss": 0.5148, "step": 230 }, { "epoch": 17.76923076923077, "grad_norm": 18.213329315185547, "learning_rate": 2.9615384615384616e-07, "loss": 0.5473, "step": 231 }, { "epoch": 17.846153846153847, "grad_norm": 8.811955451965332, "learning_rate": 2.9743589743589744e-07, "loss": 0.4683, "step": 232 }, { "epoch": 17.923076923076923, "grad_norm": 7.749662399291992, "learning_rate": 2.987179487179487e-07, "loss": 0.5176, "step": 233 }, { "epoch": 18.0, "grad_norm": 10.274603843688965, "learning_rate": 3e-07, "loss": 0.4843, "step": 234 }, { "epoch": 18.0, "eval_accuracy": 0.5274725274725275, "eval_loss": 0.6966360211372375, "eval_runtime": 1.1257, "eval_samples_per_second": 242.513, "eval_steps_per_second": 7.995, "step": 234 }, { "epoch": 18.076923076923077, "grad_norm": 9.47718334197998, "learning_rate": 3.0128205128205126e-07, "loss": 0.4973, "step": 235 }, { "epoch": 18.153846153846153, "grad_norm": 7.548341274261475, "learning_rate": 3.0256410256410254e-07, "loss": 0.5218, "step": 236 }, { "epoch": 18.23076923076923, "grad_norm": 6.783023834228516, "learning_rate": 3.038461538461538e-07, "loss": 0.4947, "step": 237 }, { "epoch": 18.307692307692307, "grad_norm": 8.87128734588623, "learning_rate": 3.0512820512820514e-07, "loss": 0.5249, "step": 238 }, { "epoch": 18.384615384615383, "grad_norm": 7.065760135650635, "learning_rate": 3.064102564102564e-07, "loss": 0.5283, "step": 239 }, { "epoch": 18.46153846153846, "grad_norm": 11.265542030334473, "learning_rate": 3.076923076923077e-07, "loss": 0.4786, "step": 240 }, { "epoch": 18.53846153846154, "grad_norm": 6.168418884277344, "learning_rate": 3.0897435897435897e-07, "loss": 0.4766, "step": 241 }, { "epoch": 18.615384615384617, "grad_norm": 6.631145477294922, "learning_rate": 3.1025641025641024e-07, "loss": 0.5519, "step": 242 }, { "epoch": 18.692307692307693, "grad_norm": 14.090798377990723, "learning_rate": 3.115384615384615e-07, "loss": 0.5589, "step": 243 }, { "epoch": 18.76923076923077, "grad_norm": 6.385359287261963, "learning_rate": 3.128205128205128e-07, "loss": 0.5374, "step": 244 }, { "epoch": 18.846153846153847, "grad_norm": 5.19016170501709, "learning_rate": 3.1410256410256407e-07, "loss": 0.5051, "step": 245 }, { "epoch": 18.923076923076923, "grad_norm": 12.009491920471191, "learning_rate": 3.1538461538461534e-07, "loss": 0.5361, "step": 246 }, { "epoch": 19.0, "grad_norm": 10.213377952575684, "learning_rate": 3.166666666666666e-07, "loss": 0.492, "step": 247 }, { "epoch": 19.0, "eval_accuracy": 0.5787545787545788, "eval_loss": 0.6805005073547363, "eval_runtime": 1.114, "eval_samples_per_second": 245.071, "eval_steps_per_second": 8.079, "step": 247 }, { "epoch": 19.076923076923077, "grad_norm": 6.6728410720825195, "learning_rate": 3.179487179487179e-07, "loss": 0.4847, "step": 248 }, { "epoch": 19.153846153846153, "grad_norm": 5.376976013183594, "learning_rate": 3.1923076923076917e-07, "loss": 0.5605, "step": 249 }, { "epoch": 19.23076923076923, "grad_norm": 6.053426265716553, "learning_rate": 3.2051282051282055e-07, "loss": 0.5036, "step": 250 }, { "epoch": 19.307692307692307, "grad_norm": 11.020733833312988, "learning_rate": 3.217948717948718e-07, "loss": 0.4991, "step": 251 }, { "epoch": 19.384615384615383, "grad_norm": 8.633938789367676, "learning_rate": 3.230769230769231e-07, "loss": 0.5052, "step": 252 }, { "epoch": 19.46153846153846, "grad_norm": 10.136222839355469, "learning_rate": 3.243589743589744e-07, "loss": 0.4906, "step": 253 }, { "epoch": 19.53846153846154, "grad_norm": 6.60783052444458, "learning_rate": 3.2564102564102565e-07, "loss": 0.4136, "step": 254 }, { "epoch": 19.615384615384617, "grad_norm": 7.291572570800781, "learning_rate": 3.269230769230769e-07, "loss": 0.5449, "step": 255 }, { "epoch": 19.692307692307693, "grad_norm": 7.477088451385498, "learning_rate": 3.282051282051282e-07, "loss": 0.4729, "step": 256 }, { "epoch": 19.76923076923077, "grad_norm": 8.833659172058105, "learning_rate": 3.294871794871795e-07, "loss": 0.5092, "step": 257 }, { "epoch": 19.846153846153847, "grad_norm": 7.74336576461792, "learning_rate": 3.3076923076923075e-07, "loss": 0.48, "step": 258 }, { "epoch": 19.923076923076923, "grad_norm": 7.234033584594727, "learning_rate": 3.32051282051282e-07, "loss": 0.495, "step": 259 }, { "epoch": 20.0, "grad_norm": 7.723305702209473, "learning_rate": 3.333333333333333e-07, "loss": 0.4865, "step": 260 }, { "epoch": 20.0, "eval_accuracy": 0.6117216117216118, "eval_loss": 0.6630329489707947, "eval_runtime": 1.1698, "eval_samples_per_second": 233.366, "eval_steps_per_second": 7.693, "step": 260 }, { "epoch": 20.076923076923077, "grad_norm": 5.413351535797119, "learning_rate": 3.346153846153846e-07, "loss": 0.4827, "step": 261 }, { "epoch": 20.153846153846153, "grad_norm": 7.8579816818237305, "learning_rate": 3.3589743589743585e-07, "loss": 0.4466, "step": 262 }, { "epoch": 20.23076923076923, "grad_norm": 7.612974643707275, "learning_rate": 3.371794871794872e-07, "loss": 0.5158, "step": 263 }, { "epoch": 20.307692307692307, "grad_norm": 15.019853591918945, "learning_rate": 3.3846153846153845e-07, "loss": 0.4722, "step": 264 }, { "epoch": 20.384615384615383, "grad_norm": 8.76220703125, "learning_rate": 3.3974358974358973e-07, "loss": 0.5196, "step": 265 }, { "epoch": 20.46153846153846, "grad_norm": 6.312363624572754, "learning_rate": 3.41025641025641e-07, "loss": 0.4554, "step": 266 }, { "epoch": 20.53846153846154, "grad_norm": 5.805747985839844, "learning_rate": 3.423076923076923e-07, "loss": 0.5072, "step": 267 }, { "epoch": 20.615384615384617, "grad_norm": 6.9610724449157715, "learning_rate": 3.4358974358974356e-07, "loss": 0.4525, "step": 268 }, { "epoch": 20.692307692307693, "grad_norm": 12.762723922729492, "learning_rate": 3.4487179487179483e-07, "loss": 0.5111, "step": 269 }, { "epoch": 20.76923076923077, "grad_norm": 8.62962532043457, "learning_rate": 3.461538461538461e-07, "loss": 0.4807, "step": 270 }, { "epoch": 20.846153846153847, "grad_norm": 9.346989631652832, "learning_rate": 3.474358974358974e-07, "loss": 0.4979, "step": 271 }, { "epoch": 20.923076923076923, "grad_norm": 15.555782318115234, "learning_rate": 3.487179487179487e-07, "loss": 0.4056, "step": 272 }, { "epoch": 21.0, "grad_norm": 10.441695213317871, "learning_rate": 3.5e-07, "loss": 0.4198, "step": 273 }, { "epoch": 21.0, "eval_accuracy": 0.6410256410256411, "eval_loss": 0.6448166370391846, "eval_runtime": 1.1175, "eval_samples_per_second": 244.291, "eval_steps_per_second": 8.054, "step": 273 }, { "epoch": 21.076923076923077, "grad_norm": 5.691461086273193, "learning_rate": 3.5128205128205126e-07, "loss": 0.4638, "step": 274 }, { "epoch": 21.153846153846153, "grad_norm": 14.508380889892578, "learning_rate": 3.525641025641026e-07, "loss": 0.4985, "step": 275 }, { "epoch": 21.23076923076923, "grad_norm": 12.202231407165527, "learning_rate": 3.5384615384615386e-07, "loss": 0.497, "step": 276 }, { "epoch": 21.307692307692307, "grad_norm": 15.489521980285645, "learning_rate": 3.5512820512820514e-07, "loss": 0.5172, "step": 277 }, { "epoch": 21.384615384615383, "grad_norm": 20.749950408935547, "learning_rate": 3.564102564102564e-07, "loss": 0.4571, "step": 278 }, { "epoch": 21.46153846153846, "grad_norm": 6.904932498931885, "learning_rate": 3.576923076923077e-07, "loss": 0.4339, "step": 279 }, { "epoch": 21.53846153846154, "grad_norm": 7.791825294494629, "learning_rate": 3.5897435897435896e-07, "loss": 0.4596, "step": 280 }, { "epoch": 21.615384615384617, "grad_norm": 11.479272842407227, "learning_rate": 3.6025641025641024e-07, "loss": 0.4132, "step": 281 }, { "epoch": 21.692307692307693, "grad_norm": 6.066389083862305, "learning_rate": 3.615384615384615e-07, "loss": 0.4877, "step": 282 }, { "epoch": 21.76923076923077, "grad_norm": 6.857686519622803, "learning_rate": 3.628205128205128e-07, "loss": 0.4667, "step": 283 }, { "epoch": 21.846153846153847, "grad_norm": 7.722848415374756, "learning_rate": 3.6410256410256406e-07, "loss": 0.4813, "step": 284 }, { "epoch": 21.923076923076923, "grad_norm": 13.457776069641113, "learning_rate": 3.6538461538461534e-07, "loss": 0.4487, "step": 285 }, { "epoch": 22.0, "grad_norm": 7.361783027648926, "learning_rate": 3.666666666666666e-07, "loss": 0.4203, "step": 286 }, { "epoch": 22.0, "eval_accuracy": 0.673992673992674, "eval_loss": 0.6280221343040466, "eval_runtime": 1.1233, "eval_samples_per_second": 243.04, "eval_steps_per_second": 8.012, "step": 286 }, { "epoch": 22.076923076923077, "grad_norm": 7.982437610626221, "learning_rate": 3.6794871794871794e-07, "loss": 0.3835, "step": 287 }, { "epoch": 22.153846153846153, "grad_norm": 8.191405296325684, "learning_rate": 3.692307692307692e-07, "loss": 0.403, "step": 288 }, { "epoch": 22.23076923076923, "grad_norm": 7.132065773010254, "learning_rate": 3.705128205128205e-07, "loss": 0.449, "step": 289 }, { "epoch": 22.307692307692307, "grad_norm": 9.5360689163208, "learning_rate": 3.7179487179487177e-07, "loss": 0.4818, "step": 290 }, { "epoch": 22.384615384615383, "grad_norm": 5.826380252838135, "learning_rate": 3.7307692307692304e-07, "loss": 0.4913, "step": 291 }, { "epoch": 22.46153846153846, "grad_norm": 6.3125224113464355, "learning_rate": 3.743589743589743e-07, "loss": 0.3858, "step": 292 }, { "epoch": 22.53846153846154, "grad_norm": 6.589355945587158, "learning_rate": 3.7564102564102565e-07, "loss": 0.4081, "step": 293 }, { "epoch": 22.615384615384617, "grad_norm": 10.27885913848877, "learning_rate": 3.769230769230769e-07, "loss": 0.3662, "step": 294 }, { "epoch": 22.692307692307693, "grad_norm": 22.70269775390625, "learning_rate": 3.782051282051282e-07, "loss": 0.4747, "step": 295 }, { "epoch": 22.76923076923077, "grad_norm": 7.965424060821533, "learning_rate": 3.7948717948717947e-07, "loss": 0.4219, "step": 296 }, { "epoch": 22.846153846153847, "grad_norm": 9.335782051086426, "learning_rate": 3.8076923076923075e-07, "loss": 0.4949, "step": 297 }, { "epoch": 22.923076923076923, "grad_norm": 6.3502068519592285, "learning_rate": 3.82051282051282e-07, "loss": 0.4197, "step": 298 }, { "epoch": 23.0, "grad_norm": 14.538491249084473, "learning_rate": 3.8333333333333335e-07, "loss": 0.4547, "step": 299 }, { "epoch": 23.0, "eval_accuracy": 0.6923076923076923, "eval_loss": 0.6083258390426636, "eval_runtime": 1.1286, "eval_samples_per_second": 241.9, "eval_steps_per_second": 7.975, "step": 299 }, { "epoch": 23.076923076923077, "grad_norm": 8.00650405883789, "learning_rate": 3.8461538461538463e-07, "loss": 0.4248, "step": 300 }, { "epoch": 23.153846153846153, "grad_norm": 9.609583854675293, "learning_rate": 3.858974358974359e-07, "loss": 0.5025, "step": 301 }, { "epoch": 23.23076923076923, "grad_norm": 10.113896369934082, "learning_rate": 3.871794871794872e-07, "loss": 0.4279, "step": 302 }, { "epoch": 23.307692307692307, "grad_norm": 9.352895736694336, "learning_rate": 3.8846153846153845e-07, "loss": 0.463, "step": 303 }, { "epoch": 23.384615384615383, "grad_norm": 7.641350269317627, "learning_rate": 3.8974358974358973e-07, "loss": 0.4973, "step": 304 }, { "epoch": 23.46153846153846, "grad_norm": 13.583499908447266, "learning_rate": 3.91025641025641e-07, "loss": 0.4425, "step": 305 }, { "epoch": 23.53846153846154, "grad_norm": 13.153800010681152, "learning_rate": 3.923076923076923e-07, "loss": 0.4166, "step": 306 }, { "epoch": 23.615384615384617, "grad_norm": 6.695108413696289, "learning_rate": 3.9358974358974355e-07, "loss": 0.4612, "step": 307 }, { "epoch": 23.692307692307693, "grad_norm": 10.276588439941406, "learning_rate": 3.9487179487179483e-07, "loss": 0.3395, "step": 308 }, { "epoch": 23.76923076923077, "grad_norm": 13.412437438964844, "learning_rate": 3.961538461538461e-07, "loss": 0.3782, "step": 309 }, { "epoch": 23.846153846153847, "grad_norm": 7.38794469833374, "learning_rate": 3.974358974358974e-07, "loss": 0.421, "step": 310 }, { "epoch": 23.923076923076923, "grad_norm": 12.986778259277344, "learning_rate": 3.987179487179487e-07, "loss": 0.4215, "step": 311 }, { "epoch": 24.0, "grad_norm": 8.133084297180176, "learning_rate": 4e-07, "loss": 0.3916, "step": 312 }, { "epoch": 24.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.5908603072166443, "eval_runtime": 1.1338, "eval_samples_per_second": 240.784, "eval_steps_per_second": 7.938, "step": 312 }, { "epoch": 24.076923076923077, "grad_norm": 14.348731994628906, "learning_rate": 4.0128205128205126e-07, "loss": 0.4171, "step": 313 }, { "epoch": 24.153846153846153, "grad_norm": 14.487777709960938, "learning_rate": 4.025641025641026e-07, "loss": 0.4202, "step": 314 }, { "epoch": 24.23076923076923, "grad_norm": 6.379238605499268, "learning_rate": 4.0384615384615386e-07, "loss": 0.397, "step": 315 }, { "epoch": 24.307692307692307, "grad_norm": 13.767078399658203, "learning_rate": 4.0512820512820514e-07, "loss": 0.5115, "step": 316 }, { "epoch": 24.384615384615383, "grad_norm": 9.105932235717773, "learning_rate": 4.064102564102564e-07, "loss": 0.4457, "step": 317 }, { "epoch": 24.46153846153846, "grad_norm": 9.524789810180664, "learning_rate": 4.076923076923077e-07, "loss": 0.4103, "step": 318 }, { "epoch": 24.53846153846154, "grad_norm": 13.790160179138184, "learning_rate": 4.0897435897435896e-07, "loss": 0.394, "step": 319 }, { "epoch": 24.615384615384617, "grad_norm": 9.257014274597168, "learning_rate": 4.1025641025641024e-07, "loss": 0.3825, "step": 320 }, { "epoch": 24.692307692307693, "grad_norm": 11.023274421691895, "learning_rate": 4.115384615384615e-07, "loss": 0.4068, "step": 321 }, { "epoch": 24.76923076923077, "grad_norm": 11.978690147399902, "learning_rate": 4.128205128205128e-07, "loss": 0.3575, "step": 322 }, { "epoch": 24.846153846153847, "grad_norm": 24.065654754638672, "learning_rate": 4.141025641025641e-07, "loss": 0.4209, "step": 323 }, { "epoch": 24.923076923076923, "grad_norm": 18.457355499267578, "learning_rate": 4.153846153846154e-07, "loss": 0.4089, "step": 324 }, { "epoch": 25.0, "grad_norm": 23.196453094482422, "learning_rate": 4.1666666666666667e-07, "loss": 0.4329, "step": 325 }, { "epoch": 25.0, "eval_accuracy": 0.7289377289377289, "eval_loss": 0.5768271088600159, "eval_runtime": 1.1737, "eval_samples_per_second": 232.59, "eval_steps_per_second": 7.668, "step": 325 }, { "epoch": 25.076923076923077, "grad_norm": 10.090895652770996, "learning_rate": 4.1794871794871794e-07, "loss": 0.3858, "step": 326 }, { "epoch": 25.153846153846153, "grad_norm": 7.058983325958252, "learning_rate": 4.192307692307692e-07, "loss": 0.4509, "step": 327 }, { "epoch": 25.23076923076923, "grad_norm": 15.012165069580078, "learning_rate": 4.205128205128205e-07, "loss": 0.3803, "step": 328 }, { "epoch": 25.307692307692307, "grad_norm": 7.033972263336182, "learning_rate": 4.2179487179487177e-07, "loss": 0.3454, "step": 329 }, { "epoch": 25.384615384615383, "grad_norm": 16.557861328125, "learning_rate": 4.2307692307692304e-07, "loss": 0.4945, "step": 330 }, { "epoch": 25.46153846153846, "grad_norm": 11.891509056091309, "learning_rate": 4.243589743589743e-07, "loss": 0.4586, "step": 331 }, { "epoch": 25.53846153846154, "grad_norm": 13.517719268798828, "learning_rate": 4.256410256410256e-07, "loss": 0.3787, "step": 332 }, { "epoch": 25.615384615384617, "grad_norm": 7.714040756225586, "learning_rate": 4.2692307692307687e-07, "loss": 0.3353, "step": 333 }, { "epoch": 25.692307692307693, "grad_norm": 19.116331100463867, "learning_rate": 4.2820512820512814e-07, "loss": 0.3884, "step": 334 }, { "epoch": 25.76923076923077, "grad_norm": 22.57918930053711, "learning_rate": 4.294871794871794e-07, "loss": 0.3541, "step": 335 }, { "epoch": 25.846153846153847, "grad_norm": 15.388579368591309, "learning_rate": 4.307692307692308e-07, "loss": 0.4095, "step": 336 }, { "epoch": 25.923076923076923, "grad_norm": 36.620399475097656, "learning_rate": 4.320512820512821e-07, "loss": 0.3544, "step": 337 }, { "epoch": 26.0, "grad_norm": 40.44240188598633, "learning_rate": 4.3333333333333335e-07, "loss": 0.4645, "step": 338 }, { "epoch": 26.0, "eval_accuracy": 0.73992673992674, "eval_loss": 0.5628760457038879, "eval_runtime": 1.138, "eval_samples_per_second": 239.887, "eval_steps_per_second": 7.908, "step": 338 }, { "epoch": 26.076923076923077, "grad_norm": 10.840441703796387, "learning_rate": 4.346153846153846e-07, "loss": 0.3925, "step": 339 }, { "epoch": 26.153846153846153, "grad_norm": 10.15983772277832, "learning_rate": 4.358974358974359e-07, "loss": 0.4028, "step": 340 }, { "epoch": 26.23076923076923, "grad_norm": 16.885847091674805, "learning_rate": 4.371794871794872e-07, "loss": 0.4183, "step": 341 }, { "epoch": 26.307692307692307, "grad_norm": 19.386564254760742, "learning_rate": 4.3846153846153845e-07, "loss": 0.4576, "step": 342 }, { "epoch": 26.384615384615383, "grad_norm": 16.065343856811523, "learning_rate": 4.397435897435897e-07, "loss": 0.5109, "step": 343 }, { "epoch": 26.46153846153846, "grad_norm": 14.560235977172852, "learning_rate": 4.41025641025641e-07, "loss": 0.3454, "step": 344 }, { "epoch": 26.53846153846154, "grad_norm": 14.464798927307129, "learning_rate": 4.423076923076923e-07, "loss": 0.4305, "step": 345 }, { "epoch": 26.615384615384617, "grad_norm": 8.955643653869629, "learning_rate": 4.4358974358974355e-07, "loss": 0.3782, "step": 346 }, { "epoch": 26.692307692307693, "grad_norm": 15.314674377441406, "learning_rate": 4.448717948717948e-07, "loss": 0.4059, "step": 347 }, { "epoch": 26.76923076923077, "grad_norm": 28.534278869628906, "learning_rate": 4.4615384615384615e-07, "loss": 0.3658, "step": 348 }, { "epoch": 26.846153846153847, "grad_norm": 11.051998138427734, "learning_rate": 4.4743589743589743e-07, "loss": 0.3345, "step": 349 }, { "epoch": 26.923076923076923, "grad_norm": 8.929450988769531, "learning_rate": 4.487179487179487e-07, "loss": 0.3808, "step": 350 }, { "epoch": 27.0, "grad_norm": 9.350576400756836, "learning_rate": 4.5e-07, "loss": 0.3376, "step": 351 }, { "epoch": 27.0, "eval_accuracy": 0.7435897435897436, "eval_loss": 0.553607165813446, "eval_runtime": 1.1039, "eval_samples_per_second": 247.313, "eval_steps_per_second": 8.153, "step": 351 }, { "epoch": 27.076923076923077, "grad_norm": 10.083361625671387, "learning_rate": 4.5128205128205125e-07, "loss": 0.3062, "step": 352 }, { "epoch": 27.153846153846153, "grad_norm": 9.399284362792969, "learning_rate": 4.5256410256410253e-07, "loss": 0.3331, "step": 353 }, { "epoch": 27.23076923076923, "grad_norm": 26.109487533569336, "learning_rate": 4.538461538461538e-07, "loss": 0.4184, "step": 354 }, { "epoch": 27.307692307692307, "grad_norm": 10.490219116210938, "learning_rate": 4.551282051282051e-07, "loss": 0.3615, "step": 355 }, { "epoch": 27.384615384615383, "grad_norm": 8.839354515075684, "learning_rate": 4.5641025641025636e-07, "loss": 0.3419, "step": 356 }, { "epoch": 27.46153846153846, "grad_norm": 11.07351303100586, "learning_rate": 4.5769230769230763e-07, "loss": 0.3505, "step": 357 }, { "epoch": 27.53846153846154, "grad_norm": 9.37104606628418, "learning_rate": 4.5897435897435896e-07, "loss": 0.3937, "step": 358 }, { "epoch": 27.615384615384617, "grad_norm": 14.981828689575195, "learning_rate": 4.6025641025641023e-07, "loss": 0.4393, "step": 359 }, { "epoch": 27.692307692307693, "grad_norm": 17.68867301940918, "learning_rate": 4.6153846153846156e-07, "loss": 0.3617, "step": 360 }, { "epoch": 27.76923076923077, "grad_norm": 25.921714782714844, "learning_rate": 4.6282051282051284e-07, "loss": 0.4178, "step": 361 }, { "epoch": 27.846153846153847, "grad_norm": 16.296762466430664, "learning_rate": 4.641025641025641e-07, "loss": 0.3786, "step": 362 }, { "epoch": 27.923076923076923, "grad_norm": 15.241218566894531, "learning_rate": 4.653846153846154e-07, "loss": 0.3523, "step": 363 }, { "epoch": 28.0, "grad_norm": 25.014873504638672, "learning_rate": 4.6666666666666666e-07, "loss": 0.4417, "step": 364 }, { "epoch": 28.0, "eval_accuracy": 0.7728937728937729, "eval_loss": 0.5416675806045532, "eval_runtime": 1.1309, "eval_samples_per_second": 241.404, "eval_steps_per_second": 7.958, "step": 364 }, { "epoch": 28.076923076923077, "grad_norm": 13.15807819366455, "learning_rate": 4.6794871794871794e-07, "loss": 0.4852, "step": 365 }, { "epoch": 28.153846153846153, "grad_norm": 13.730020523071289, "learning_rate": 4.692307692307692e-07, "loss": 0.386, "step": 366 }, { "epoch": 28.23076923076923, "grad_norm": 14.523706436157227, "learning_rate": 4.705128205128205e-07, "loss": 0.3511, "step": 367 }, { "epoch": 28.307692307692307, "grad_norm": 14.1108980178833, "learning_rate": 4.7179487179487176e-07, "loss": 0.3688, "step": 368 }, { "epoch": 28.384615384615383, "grad_norm": 11.570619583129883, "learning_rate": 4.7307692307692304e-07, "loss": 0.3716, "step": 369 }, { "epoch": 28.46153846153846, "grad_norm": 17.205739974975586, "learning_rate": 4.743589743589743e-07, "loss": 0.3222, "step": 370 }, { "epoch": 28.53846153846154, "grad_norm": 15.910602569580078, "learning_rate": 4.756410256410256e-07, "loss": 0.4028, "step": 371 }, { "epoch": 28.615384615384617, "grad_norm": 13.396916389465332, "learning_rate": 4.769230769230769e-07, "loss": 0.3011, "step": 372 }, { "epoch": 28.692307692307693, "grad_norm": 21.910579681396484, "learning_rate": 4.782051282051282e-07, "loss": 0.3807, "step": 373 }, { "epoch": 28.76923076923077, "grad_norm": 16.9005184173584, "learning_rate": 4.794871794871795e-07, "loss": 0.3561, "step": 374 }, { "epoch": 28.846153846153847, "grad_norm": 20.11018180847168, "learning_rate": 4.807692307692307e-07, "loss": 0.313, "step": 375 }, { "epoch": 28.923076923076923, "grad_norm": 18.270910263061523, "learning_rate": 4.82051282051282e-07, "loss": 0.3174, "step": 376 }, { "epoch": 29.0, "grad_norm": 25.686630249023438, "learning_rate": 4.833333333333333e-07, "loss": 0.3908, "step": 377 }, { "epoch": 29.0, "eval_accuracy": 0.7619047619047619, "eval_loss": 0.5261558294296265, "eval_runtime": 1.0759, "eval_samples_per_second": 253.737, "eval_steps_per_second": 8.365, "step": 377 }, { "epoch": 29.076923076923077, "grad_norm": 16.533443450927734, "learning_rate": 4.846153846153846e-07, "loss": 0.3884, "step": 378 }, { "epoch": 29.153846153846153, "grad_norm": 24.23883628845215, "learning_rate": 4.858974358974358e-07, "loss": 0.3816, "step": 379 }, { "epoch": 29.23076923076923, "grad_norm": 7.533974647521973, "learning_rate": 4.871794871794871e-07, "loss": 0.4425, "step": 380 }, { "epoch": 29.307692307692307, "grad_norm": 12.888740539550781, "learning_rate": 4.884615384615384e-07, "loss": 0.2624, "step": 381 }, { "epoch": 29.384615384615383, "grad_norm": 12.380077362060547, "learning_rate": 4.897435897435897e-07, "loss": 0.4108, "step": 382 }, { "epoch": 29.46153846153846, "grad_norm": 8.256909370422363, "learning_rate": 4.910256410256409e-07, "loss": 0.3522, "step": 383 }, { "epoch": 29.53846153846154, "grad_norm": 24.682785034179688, "learning_rate": 4.923076923076923e-07, "loss": 0.3988, "step": 384 }, { "epoch": 29.615384615384617, "grad_norm": 16.963102340698242, "learning_rate": 4.935897435897436e-07, "loss": 0.3729, "step": 385 }, { "epoch": 29.692307692307693, "grad_norm": 8.790273666381836, "learning_rate": 4.948717948717949e-07, "loss": 0.3826, "step": 386 }, { "epoch": 29.76923076923077, "grad_norm": 10.286639213562012, "learning_rate": 4.961538461538462e-07, "loss": 0.2515, "step": 387 }, { "epoch": 29.846153846153847, "grad_norm": 41.11250305175781, "learning_rate": 4.974358974358974e-07, "loss": 0.3087, "step": 388 }, { "epoch": 29.923076923076923, "grad_norm": 18.802030563354492, "learning_rate": 4.987179487179487e-07, "loss": 0.3866, "step": 389 }, { "epoch": 30.0, "grad_norm": 74.90814971923828, "learning_rate": 5e-07, "loss": 0.3715, "step": 390 }, { "epoch": 30.0, "eval_accuracy": 0.7728937728937729, "eval_loss": 0.5129971504211426, "eval_runtime": 1.1497, "eval_samples_per_second": 237.455, "eval_steps_per_second": 7.828, "step": 390 }, { "epoch": 30.076923076923077, "grad_norm": 12.801321029663086, "learning_rate": 4.994505494505494e-07, "loss": 0.3343, "step": 391 }, { "epoch": 30.153846153846153, "grad_norm": 13.809499740600586, "learning_rate": 4.989010989010989e-07, "loss": 0.3999, "step": 392 }, { "epoch": 30.23076923076923, "grad_norm": 12.438189506530762, "learning_rate": 4.983516483516484e-07, "loss": 0.3614, "step": 393 }, { "epoch": 30.307692307692307, "grad_norm": 19.338361740112305, "learning_rate": 4.978021978021977e-07, "loss": 0.4194, "step": 394 }, { "epoch": 30.384615384615383, "grad_norm": 13.270342826843262, "learning_rate": 4.972527472527472e-07, "loss": 0.3366, "step": 395 }, { "epoch": 30.46153846153846, "grad_norm": 15.51993179321289, "learning_rate": 4.967032967032967e-07, "loss": 0.3833, "step": 396 }, { "epoch": 30.53846153846154, "grad_norm": 6.882688999176025, "learning_rate": 4.961538461538462e-07, "loss": 0.3395, "step": 397 }, { "epoch": 30.615384615384617, "grad_norm": 37.22320556640625, "learning_rate": 4.956043956043956e-07, "loss": 0.3541, "step": 398 }, { "epoch": 30.692307692307693, "grad_norm": 15.705167770385742, "learning_rate": 4.950549450549451e-07, "loss": 0.3359, "step": 399 }, { "epoch": 30.76923076923077, "grad_norm": 43.6968994140625, "learning_rate": 4.945054945054945e-07, "loss": 0.3856, "step": 400 }, { "epoch": 30.846153846153847, "grad_norm": 12.748406410217285, "learning_rate": 4.939560439560439e-07, "loss": 0.3281, "step": 401 }, { "epoch": 30.923076923076923, "grad_norm": 16.994281768798828, "learning_rate": 4.934065934065934e-07, "loss": 0.3613, "step": 402 }, { "epoch": 31.0, "grad_norm": 16.692779541015625, "learning_rate": 4.928571428571429e-07, "loss": 0.438, "step": 403 }, { "epoch": 31.0, "eval_accuracy": 0.7912087912087912, "eval_loss": 0.5059021711349487, "eval_runtime": 1.1235, "eval_samples_per_second": 242.996, "eval_steps_per_second": 8.011, "step": 403 }, { "epoch": 31.076923076923077, "grad_norm": 16.241756439208984, "learning_rate": 4.923076923076923e-07, "loss": 0.3104, "step": 404 }, { "epoch": 31.153846153846153, "grad_norm": 32.54018783569336, "learning_rate": 4.917582417582417e-07, "loss": 0.3983, "step": 405 }, { "epoch": 31.23076923076923, "grad_norm": 9.206646919250488, "learning_rate": 4.912087912087912e-07, "loss": 0.3232, "step": 406 }, { "epoch": 31.307692307692307, "grad_norm": 10.04745101928711, "learning_rate": 4.906593406593406e-07, "loss": 0.3376, "step": 407 }, { "epoch": 31.384615384615383, "grad_norm": 16.86339569091797, "learning_rate": 4.901098901098901e-07, "loss": 0.3184, "step": 408 }, { "epoch": 31.46153846153846, "grad_norm": 13.251344680786133, "learning_rate": 4.895604395604396e-07, "loss": 0.2668, "step": 409 }, { "epoch": 31.53846153846154, "grad_norm": 9.430797576904297, "learning_rate": 4.890109890109889e-07, "loss": 0.3981, "step": 410 }, { "epoch": 31.615384615384617, "grad_norm": 11.08668041229248, "learning_rate": 4.884615384615384e-07, "loss": 0.289, "step": 411 }, { "epoch": 31.692307692307693, "grad_norm": 9.442129135131836, "learning_rate": 4.879120879120879e-07, "loss": 0.4016, "step": 412 }, { "epoch": 31.76923076923077, "grad_norm": 29.748586654663086, "learning_rate": 4.873626373626373e-07, "loss": 0.2986, "step": 413 }, { "epoch": 31.846153846153847, "grad_norm": 31.005922317504883, "learning_rate": 4.868131868131868e-07, "loss": 0.3693, "step": 414 }, { "epoch": 31.923076923076923, "grad_norm": 14.048943519592285, "learning_rate": 4.862637362637363e-07, "loss": 0.3945, "step": 415 }, { "epoch": 32.0, "grad_norm": 25.343652725219727, "learning_rate": 4.857142857142857e-07, "loss": 0.2937, "step": 416 }, { "epoch": 32.0, "eval_accuracy": 0.8021978021978022, "eval_loss": 0.4937283992767334, "eval_runtime": 1.2735, "eval_samples_per_second": 214.364, "eval_steps_per_second": 7.067, "step": 416 }, { "epoch": 32.07692307692308, "grad_norm": 13.346230506896973, "learning_rate": 4.851648351648351e-07, "loss": 0.4432, "step": 417 }, { "epoch": 32.15384615384615, "grad_norm": 27.04726219177246, "learning_rate": 4.846153846153846e-07, "loss": 0.2816, "step": 418 }, { "epoch": 32.23076923076923, "grad_norm": 17.723981857299805, "learning_rate": 4.84065934065934e-07, "loss": 0.3807, "step": 419 }, { "epoch": 32.30769230769231, "grad_norm": 31.232942581176758, "learning_rate": 4.835164835164835e-07, "loss": 0.3843, "step": 420 }, { "epoch": 32.38461538461539, "grad_norm": 17.328598022460938, "learning_rate": 4.82967032967033e-07, "loss": 0.4386, "step": 421 }, { "epoch": 32.46153846153846, "grad_norm": 16.24860191345215, "learning_rate": 4.824175824175824e-07, "loss": 0.3137, "step": 422 }, { "epoch": 32.53846153846154, "grad_norm": 10.27988338470459, "learning_rate": 4.818681318681318e-07, "loss": 0.3247, "step": 423 }, { "epoch": 32.61538461538461, "grad_norm": 31.06844711303711, "learning_rate": 4.813186813186813e-07, "loss": 0.2306, "step": 424 }, { "epoch": 32.69230769230769, "grad_norm": 13.982779502868652, "learning_rate": 4.807692307692307e-07, "loss": 0.4566, "step": 425 }, { "epoch": 32.76923076923077, "grad_norm": 20.909690856933594, "learning_rate": 4.802197802197802e-07, "loss": 0.3361, "step": 426 }, { "epoch": 32.84615384615385, "grad_norm": 26.170412063598633, "learning_rate": 4.796703296703297e-07, "loss": 0.3384, "step": 427 }, { "epoch": 32.92307692307692, "grad_norm": 15.06697940826416, "learning_rate": 4.791208791208791e-07, "loss": 0.3328, "step": 428 }, { "epoch": 33.0, "grad_norm": 64.3323745727539, "learning_rate": 4.785714285714286e-07, "loss": 0.2944, "step": 429 }, { "epoch": 33.0, "eval_accuracy": 0.8021978021978022, "eval_loss": 0.48713523149490356, "eval_runtime": 1.1547, "eval_samples_per_second": 236.421, "eval_steps_per_second": 7.794, "step": 429 }, { "epoch": 33.07692307692308, "grad_norm": 23.12489128112793, "learning_rate": 4.78021978021978e-07, "loss": 0.4388, "step": 430 }, { "epoch": 33.15384615384615, "grad_norm": 12.216055870056152, "learning_rate": 4.774725274725274e-07, "loss": 0.3461, "step": 431 }, { "epoch": 33.23076923076923, "grad_norm": 42.46044158935547, "learning_rate": 4.769230769230769e-07, "loss": 0.3132, "step": 432 }, { "epoch": 33.30769230769231, "grad_norm": 22.846012115478516, "learning_rate": 4.7637362637362633e-07, "loss": 0.3639, "step": 433 }, { "epoch": 33.38461538461539, "grad_norm": 29.05877685546875, "learning_rate": 4.758241758241758e-07, "loss": 0.3598, "step": 434 }, { "epoch": 33.46153846153846, "grad_norm": 7.339046001434326, "learning_rate": 4.752747252747252e-07, "loss": 0.32, "step": 435 }, { "epoch": 33.53846153846154, "grad_norm": 22.681198120117188, "learning_rate": 4.747252747252747e-07, "loss": 0.3077, "step": 436 }, { "epoch": 33.61538461538461, "grad_norm": 12.962333679199219, "learning_rate": 4.7417582417582415e-07, "loss": 0.236, "step": 437 }, { "epoch": 33.69230769230769, "grad_norm": 64.40145111083984, "learning_rate": 4.7362637362637357e-07, "loss": 0.3282, "step": 438 }, { "epoch": 33.76923076923077, "grad_norm": 21.237106323242188, "learning_rate": 4.7307692307692304e-07, "loss": 0.3544, "step": 439 }, { "epoch": 33.84615384615385, "grad_norm": 18.166589736938477, "learning_rate": 4.725274725274725e-07, "loss": 0.3989, "step": 440 }, { "epoch": 33.92307692307692, "grad_norm": 17.355575561523438, "learning_rate": 4.719780219780219e-07, "loss": 0.2711, "step": 441 }, { "epoch": 34.0, "grad_norm": 17.9642391204834, "learning_rate": 4.714285714285714e-07, "loss": 0.3474, "step": 442 }, { "epoch": 34.0, "eval_accuracy": 0.8058608058608059, "eval_loss": 0.48195549845695496, "eval_runtime": 1.096, "eval_samples_per_second": 249.093, "eval_steps_per_second": 8.212, "step": 442 }, { "epoch": 34.07692307692308, "grad_norm": 34.73284149169922, "learning_rate": 4.7087912087912086e-07, "loss": 0.2319, "step": 443 }, { "epoch": 34.15384615384615, "grad_norm": 9.461256980895996, "learning_rate": 4.703296703296703e-07, "loss": 0.297, "step": 444 }, { "epoch": 34.23076923076923, "grad_norm": 13.637334823608398, "learning_rate": 4.6978021978021974e-07, "loss": 0.232, "step": 445 }, { "epoch": 34.30769230769231, "grad_norm": 49.01478576660156, "learning_rate": 4.692307692307692e-07, "loss": 0.2911, "step": 446 }, { "epoch": 34.38461538461539, "grad_norm": 11.262832641601562, "learning_rate": 4.686813186813187e-07, "loss": 0.362, "step": 447 }, { "epoch": 34.46153846153846, "grad_norm": 25.91771697998047, "learning_rate": 4.681318681318681e-07, "loss": 0.3682, "step": 448 }, { "epoch": 34.53846153846154, "grad_norm": 58.95195770263672, "learning_rate": 4.6758241758241757e-07, "loss": 0.4535, "step": 449 }, { "epoch": 34.61538461538461, "grad_norm": 17.73717498779297, "learning_rate": 4.6703296703296704e-07, "loss": 0.3396, "step": 450 }, { "epoch": 34.69230769230769, "grad_norm": 39.37255859375, "learning_rate": 4.6648351648351645e-07, "loss": 0.3529, "step": 451 }, { "epoch": 34.76923076923077, "grad_norm": 27.01266098022461, "learning_rate": 4.659340659340659e-07, "loss": 0.2456, "step": 452 }, { "epoch": 34.84615384615385, "grad_norm": 32.16396713256836, "learning_rate": 4.653846153846154e-07, "loss": 0.469, "step": 453 }, { "epoch": 34.92307692307692, "grad_norm": 20.046613693237305, "learning_rate": 4.648351648351648e-07, "loss": 0.3364, "step": 454 }, { "epoch": 35.0, "grad_norm": 16.51773452758789, "learning_rate": 4.6428571428571427e-07, "loss": 0.2302, "step": 455 }, { "epoch": 35.0, "eval_accuracy": 0.7948717948717948, "eval_loss": 0.477615624666214, "eval_runtime": 1.1719, "eval_samples_per_second": 232.962, "eval_steps_per_second": 7.68, "step": 455 }, { "epoch": 35.07692307692308, "grad_norm": 34.225013732910156, "learning_rate": 4.6373626373626374e-07, "loss": 0.3255, "step": 456 }, { "epoch": 35.15384615384615, "grad_norm": 43.41081619262695, "learning_rate": 4.631868131868132e-07, "loss": 0.2944, "step": 457 }, { "epoch": 35.23076923076923, "grad_norm": 55.04907989501953, "learning_rate": 4.626373626373626e-07, "loss": 0.3666, "step": 458 }, { "epoch": 35.30769230769231, "grad_norm": 48.509300231933594, "learning_rate": 4.620879120879121e-07, "loss": 0.3133, "step": 459 }, { "epoch": 35.38461538461539, "grad_norm": 38.946868896484375, "learning_rate": 4.6153846153846156e-07, "loss": 0.3461, "step": 460 }, { "epoch": 35.46153846153846, "grad_norm": 35.57908248901367, "learning_rate": 4.60989010989011e-07, "loss": 0.3115, "step": 461 }, { "epoch": 35.53846153846154, "grad_norm": 39.09822463989258, "learning_rate": 4.604395604395604e-07, "loss": 0.4256, "step": 462 }, { "epoch": 35.61538461538461, "grad_norm": 13.389962196350098, "learning_rate": 4.5989010989010986e-07, "loss": 0.3258, "step": 463 }, { "epoch": 35.69230769230769, "grad_norm": 19.543228149414062, "learning_rate": 4.593406593406593e-07, "loss": 0.3115, "step": 464 }, { "epoch": 35.76923076923077, "grad_norm": 8.40325927734375, "learning_rate": 4.5879120879120875e-07, "loss": 0.2072, "step": 465 }, { "epoch": 35.84615384615385, "grad_norm": 40.34423828125, "learning_rate": 4.582417582417582e-07, "loss": 0.362, "step": 466 }, { "epoch": 35.92307692307692, "grad_norm": 46.973514556884766, "learning_rate": 4.5769230769230763e-07, "loss": 0.4925, "step": 467 }, { "epoch": 36.0, "grad_norm": 24.052297592163086, "learning_rate": 4.571428571428571e-07, "loss": 0.3543, "step": 468 }, { "epoch": 36.0, "eval_accuracy": 0.8021978021978022, "eval_loss": 0.4690166115760803, "eval_runtime": 1.143, "eval_samples_per_second": 238.841, "eval_steps_per_second": 7.874, "step": 468 }, { "epoch": 36.07692307692308, "grad_norm": 24.328731536865234, "learning_rate": 4.5659340659340657e-07, "loss": 0.3651, "step": 469 }, { "epoch": 36.15384615384615, "grad_norm": 11.459765434265137, "learning_rate": 4.5604395604395604e-07, "loss": 0.3029, "step": 470 }, { "epoch": 36.23076923076923, "grad_norm": 34.600738525390625, "learning_rate": 4.5549450549450545e-07, "loss": 0.3964, "step": 471 }, { "epoch": 36.30769230769231, "grad_norm": 8.59355354309082, "learning_rate": 4.549450549450549e-07, "loss": 0.3018, "step": 472 }, { "epoch": 36.38461538461539, "grad_norm": 17.886491775512695, "learning_rate": 4.543956043956044e-07, "loss": 0.3416, "step": 473 }, { "epoch": 36.46153846153846, "grad_norm": 18.700742721557617, "learning_rate": 4.538461538461538e-07, "loss": 0.2645, "step": 474 }, { "epoch": 36.53846153846154, "grad_norm": 14.236011505126953, "learning_rate": 4.532967032967033e-07, "loss": 0.2838, "step": 475 }, { "epoch": 36.61538461538461, "grad_norm": 16.3547306060791, "learning_rate": 4.5274725274725274e-07, "loss": 0.3704, "step": 476 }, { "epoch": 36.69230769230769, "grad_norm": 20.42416763305664, "learning_rate": 4.5219780219780216e-07, "loss": 0.2269, "step": 477 }, { "epoch": 36.76923076923077, "grad_norm": 46.72260284423828, "learning_rate": 4.5164835164835163e-07, "loss": 0.3104, "step": 478 }, { "epoch": 36.84615384615385, "grad_norm": 40.6906852722168, "learning_rate": 4.510989010989011e-07, "loss": 0.4714, "step": 479 }, { "epoch": 36.92307692307692, "grad_norm": 8.849618911743164, "learning_rate": 4.5054945054945056e-07, "loss": 0.2636, "step": 480 }, { "epoch": 37.0, "grad_norm": 20.973413467407227, "learning_rate": 4.5e-07, "loss": 0.3325, "step": 481 }, { "epoch": 37.0, "eval_accuracy": 0.8058608058608059, "eval_loss": 0.46397653222084045, "eval_runtime": 1.1214, "eval_samples_per_second": 243.443, "eval_steps_per_second": 8.026, "step": 481 }, { "epoch": 37.07692307692308, "grad_norm": 14.828864097595215, "learning_rate": 4.4945054945054945e-07, "loss": 0.3108, "step": 482 }, { "epoch": 37.15384615384615, "grad_norm": 11.297054290771484, "learning_rate": 4.489010989010989e-07, "loss": 0.2869, "step": 483 }, { "epoch": 37.23076923076923, "grad_norm": 35.245582580566406, "learning_rate": 4.4835164835164833e-07, "loss": 0.3578, "step": 484 }, { "epoch": 37.30769230769231, "grad_norm": 12.874252319335938, "learning_rate": 4.478021978021978e-07, "loss": 0.3062, "step": 485 }, { "epoch": 37.38461538461539, "grad_norm": 6.828347206115723, "learning_rate": 4.4725274725274727e-07, "loss": 0.2896, "step": 486 }, { "epoch": 37.46153846153846, "grad_norm": 36.981414794921875, "learning_rate": 4.467032967032967e-07, "loss": 0.4196, "step": 487 }, { "epoch": 37.53846153846154, "grad_norm": 28.463153839111328, "learning_rate": 4.4615384615384615e-07, "loss": 0.3901, "step": 488 }, { "epoch": 37.61538461538461, "grad_norm": 12.483724594116211, "learning_rate": 4.456043956043956e-07, "loss": 0.3407, "step": 489 }, { "epoch": 37.69230769230769, "grad_norm": 11.189248085021973, "learning_rate": 4.45054945054945e-07, "loss": 0.3895, "step": 490 }, { "epoch": 37.76923076923077, "grad_norm": 30.99187469482422, "learning_rate": 4.4450549450549445e-07, "loss": 0.2405, "step": 491 }, { "epoch": 37.84615384615385, "grad_norm": 21.151941299438477, "learning_rate": 4.439560439560439e-07, "loss": 0.2091, "step": 492 }, { "epoch": 37.92307692307692, "grad_norm": 23.06659698486328, "learning_rate": 4.434065934065934e-07, "loss": 0.3478, "step": 493 }, { "epoch": 38.0, "grad_norm": 52.44134521484375, "learning_rate": 4.428571428571428e-07, "loss": 0.4004, "step": 494 }, { "epoch": 38.0, "eval_accuracy": 0.8095238095238095, "eval_loss": 0.45840567350387573, "eval_runtime": 1.1627, "eval_samples_per_second": 234.801, "eval_steps_per_second": 7.741, "step": 494 }, { "epoch": 38.07692307692308, "grad_norm": 19.044342041015625, "learning_rate": 4.423076923076923e-07, "loss": 0.2893, "step": 495 }, { "epoch": 38.15384615384615, "grad_norm": 38.251869201660156, "learning_rate": 4.4175824175824174e-07, "loss": 0.3527, "step": 496 }, { "epoch": 38.23076923076923, "grad_norm": 11.231649398803711, "learning_rate": 4.4120879120879116e-07, "loss": 0.3652, "step": 497 }, { "epoch": 38.30769230769231, "grad_norm": 13.892407417297363, "learning_rate": 4.4065934065934063e-07, "loss": 0.2495, "step": 498 }, { "epoch": 38.38461538461539, "grad_norm": 64.00056457519531, "learning_rate": 4.401098901098901e-07, "loss": 0.378, "step": 499 }, { "epoch": 38.46153846153846, "grad_norm": 30.013063430786133, "learning_rate": 4.395604395604395e-07, "loss": 0.4089, "step": 500 }, { "epoch": 38.53846153846154, "grad_norm": 20.18489646911621, "learning_rate": 4.39010989010989e-07, "loss": 0.4019, "step": 501 }, { "epoch": 38.61538461538461, "grad_norm": 42.64606475830078, "learning_rate": 4.3846153846153845e-07, "loss": 0.4545, "step": 502 }, { "epoch": 38.69230769230769, "grad_norm": 12.87722396850586, "learning_rate": 4.3791208791208787e-07, "loss": 0.2412, "step": 503 }, { "epoch": 38.76923076923077, "grad_norm": 34.425437927246094, "learning_rate": 4.3736263736263733e-07, "loss": 0.3154, "step": 504 }, { "epoch": 38.84615384615385, "grad_norm": 32.04761505126953, "learning_rate": 4.368131868131868e-07, "loss": 0.2651, "step": 505 }, { "epoch": 38.92307692307692, "grad_norm": 14.059944152832031, "learning_rate": 4.3626373626373627e-07, "loss": 0.2811, "step": 506 }, { "epoch": 39.0, "grad_norm": 18.253536224365234, "learning_rate": 4.357142857142857e-07, "loss": 0.3031, "step": 507 }, { "epoch": 39.0, "eval_accuracy": 0.8131868131868132, "eval_loss": 0.45476073026657104, "eval_runtime": 1.0996, "eval_samples_per_second": 248.263, "eval_steps_per_second": 8.184, "step": 507 }, { "epoch": 39.07692307692308, "grad_norm": 45.304443359375, "learning_rate": 4.3516483516483516e-07, "loss": 0.1963, "step": 508 }, { "epoch": 39.15384615384615, "grad_norm": 43.03276062011719, "learning_rate": 4.346153846153846e-07, "loss": 0.2421, "step": 509 }, { "epoch": 39.23076923076923, "grad_norm": 24.120267868041992, "learning_rate": 4.3406593406593404e-07, "loss": 0.2649, "step": 510 }, { "epoch": 39.30769230769231, "grad_norm": 13.130450248718262, "learning_rate": 4.335164835164835e-07, "loss": 0.3178, "step": 511 }, { "epoch": 39.38461538461539, "grad_norm": 57.43672561645508, "learning_rate": 4.32967032967033e-07, "loss": 0.4336, "step": 512 }, { "epoch": 39.46153846153846, "grad_norm": 24.841590881347656, "learning_rate": 4.324175824175824e-07, "loss": 0.2753, "step": 513 }, { "epoch": 39.53846153846154, "grad_norm": 12.529874801635742, "learning_rate": 4.3186813186813186e-07, "loss": 0.3356, "step": 514 }, { "epoch": 39.61538461538461, "grad_norm": 22.464630126953125, "learning_rate": 4.3131868131868133e-07, "loss": 0.3753, "step": 515 }, { "epoch": 39.69230769230769, "grad_norm": 12.545809745788574, "learning_rate": 4.307692307692308e-07, "loss": 0.2259, "step": 516 }, { "epoch": 39.76923076923077, "grad_norm": 29.47608757019043, "learning_rate": 4.302197802197802e-07, "loss": 0.2883, "step": 517 }, { "epoch": 39.84615384615385, "grad_norm": 32.44270706176758, "learning_rate": 4.2967032967032963e-07, "loss": 0.4366, "step": 518 }, { "epoch": 39.92307692307692, "grad_norm": 32.9162483215332, "learning_rate": 4.291208791208791e-07, "loss": 0.4093, "step": 519 }, { "epoch": 40.0, "grad_norm": 29.072330474853516, "learning_rate": 4.285714285714285e-07, "loss": 0.4862, "step": 520 }, { "epoch": 40.0, "eval_accuracy": 0.8095238095238095, "eval_loss": 0.4520099461078644, "eval_runtime": 1.1278, "eval_samples_per_second": 242.06, "eval_steps_per_second": 7.98, "step": 520 }, { "epoch": 40.07692307692308, "grad_norm": 12.505836486816406, "learning_rate": 4.28021978021978e-07, "loss": 0.4142, "step": 521 }, { "epoch": 40.15384615384615, "grad_norm": 12.669483184814453, "learning_rate": 4.2747252747252745e-07, "loss": 0.367, "step": 522 }, { "epoch": 40.23076923076923, "grad_norm": 29.673282623291016, "learning_rate": 4.2692307692307687e-07, "loss": 0.2413, "step": 523 }, { "epoch": 40.30769230769231, "grad_norm": 12.944839477539062, "learning_rate": 4.2637362637362634e-07, "loss": 0.2448, "step": 524 }, { "epoch": 40.38461538461539, "grad_norm": 16.52200698852539, "learning_rate": 4.258241758241758e-07, "loss": 0.3858, "step": 525 }, { "epoch": 40.46153846153846, "grad_norm": 21.543298721313477, "learning_rate": 4.252747252747252e-07, "loss": 0.2842, "step": 526 }, { "epoch": 40.53846153846154, "grad_norm": 17.067216873168945, "learning_rate": 4.247252747252747e-07, "loss": 0.3, "step": 527 }, { "epoch": 40.61538461538461, "grad_norm": 36.27104568481445, "learning_rate": 4.2417582417582416e-07, "loss": 0.3117, "step": 528 }, { "epoch": 40.69230769230769, "grad_norm": 20.31726837158203, "learning_rate": 4.236263736263736e-07, "loss": 0.3723, "step": 529 }, { "epoch": 40.76923076923077, "grad_norm": 16.683298110961914, "learning_rate": 4.2307692307692304e-07, "loss": 0.2183, "step": 530 }, { "epoch": 40.84615384615385, "grad_norm": 39.76879119873047, "learning_rate": 4.225274725274725e-07, "loss": 0.2702, "step": 531 }, { "epoch": 40.92307692307692, "grad_norm": 23.948213577270508, "learning_rate": 4.21978021978022e-07, "loss": 0.2939, "step": 532 }, { "epoch": 41.0, "grad_norm": 27.588979721069336, "learning_rate": 4.214285714285714e-07, "loss": 0.2609, "step": 533 }, { "epoch": 41.0, "eval_accuracy": 0.8278388278388278, "eval_loss": 0.44983965158462524, "eval_runtime": 1.1092, "eval_samples_per_second": 246.116, "eval_steps_per_second": 8.114, "step": 533 }, { "epoch": 41.07692307692308, "grad_norm": 19.64771842956543, "learning_rate": 4.2087912087912086e-07, "loss": 0.3192, "step": 534 }, { "epoch": 41.15384615384615, "grad_norm": 49.729244232177734, "learning_rate": 4.2032967032967033e-07, "loss": 0.3524, "step": 535 }, { "epoch": 41.23076923076923, "grad_norm": 33.870086669921875, "learning_rate": 4.1978021978021975e-07, "loss": 0.2883, "step": 536 }, { "epoch": 41.30769230769231, "grad_norm": 15.227173805236816, "learning_rate": 4.192307692307692e-07, "loss": 0.2953, "step": 537 }, { "epoch": 41.38461538461539, "grad_norm": 37.41476821899414, "learning_rate": 4.186813186813187e-07, "loss": 0.242, "step": 538 }, { "epoch": 41.46153846153846, "grad_norm": 21.999134063720703, "learning_rate": 4.181318681318681e-07, "loss": 0.3391, "step": 539 }, { "epoch": 41.53846153846154, "grad_norm": 13.469117164611816, "learning_rate": 4.1758241758241757e-07, "loss": 0.194, "step": 540 }, { "epoch": 41.61538461538461, "grad_norm": 23.914093017578125, "learning_rate": 4.1703296703296704e-07, "loss": 0.3087, "step": 541 }, { "epoch": 41.69230769230769, "grad_norm": 13.676068305969238, "learning_rate": 4.164835164835165e-07, "loss": 0.3236, "step": 542 }, { "epoch": 41.76923076923077, "grad_norm": 17.684938430786133, "learning_rate": 4.159340659340659e-07, "loss": 0.3864, "step": 543 }, { "epoch": 41.84615384615385, "grad_norm": 13.952432632446289, "learning_rate": 4.153846153846154e-07, "loss": 0.3476, "step": 544 }, { "epoch": 41.92307692307692, "grad_norm": 46.66703796386719, "learning_rate": 4.1483516483516486e-07, "loss": 0.4621, "step": 545 }, { "epoch": 42.0, "grad_norm": 52.22838592529297, "learning_rate": 4.142857142857143e-07, "loss": 0.1859, "step": 546 }, { "epoch": 42.0, "eval_accuracy": 0.8461538461538461, "eval_loss": 0.44503140449523926, "eval_runtime": 1.1678, "eval_samples_per_second": 233.772, "eval_steps_per_second": 7.707, "step": 546 }, { "epoch": 42.07692307692308, "grad_norm": 28.011089324951172, "learning_rate": 4.137362637362637e-07, "loss": 0.3442, "step": 547 }, { "epoch": 42.15384615384615, "grad_norm": 45.09172058105469, "learning_rate": 4.1318681318681316e-07, "loss": 0.2707, "step": 548 }, { "epoch": 42.23076923076923, "grad_norm": 11.747811317443848, "learning_rate": 4.126373626373626e-07, "loss": 0.1723, "step": 549 }, { "epoch": 42.30769230769231, "grad_norm": 12.750053405761719, "learning_rate": 4.1208791208791204e-07, "loss": 0.3872, "step": 550 }, { "epoch": 42.38461538461539, "grad_norm": 17.412620544433594, "learning_rate": 4.115384615384615e-07, "loss": 0.2787, "step": 551 }, { "epoch": 42.46153846153846, "grad_norm": 18.985485076904297, "learning_rate": 4.1098901098901093e-07, "loss": 0.2938, "step": 552 }, { "epoch": 42.53846153846154, "grad_norm": 31.459341049194336, "learning_rate": 4.104395604395604e-07, "loss": 0.3496, "step": 553 }, { "epoch": 42.61538461538461, "grad_norm": 27.678665161132812, "learning_rate": 4.0989010989010986e-07, "loss": 0.2896, "step": 554 }, { "epoch": 42.69230769230769, "grad_norm": 53.57835388183594, "learning_rate": 4.0934065934065933e-07, "loss": 0.3058, "step": 555 }, { "epoch": 42.76923076923077, "grad_norm": 13.127477645874023, "learning_rate": 4.0879120879120875e-07, "loss": 0.3965, "step": 556 }, { "epoch": 42.84615384615385, "grad_norm": 20.83461570739746, "learning_rate": 4.082417582417582e-07, "loss": 0.3292, "step": 557 }, { "epoch": 42.92307692307692, "grad_norm": 43.557552337646484, "learning_rate": 4.076923076923077e-07, "loss": 0.3541, "step": 558 }, { "epoch": 43.0, "grad_norm": 21.552248001098633, "learning_rate": 4.071428571428571e-07, "loss": 0.2712, "step": 559 }, { "epoch": 43.0, "eval_accuracy": 0.8461538461538461, "eval_loss": 0.44078484177589417, "eval_runtime": 1.098, "eval_samples_per_second": 248.629, "eval_steps_per_second": 8.197, "step": 559 }, { "epoch": 43.07692307692308, "grad_norm": 38.38877487182617, "learning_rate": 4.0659340659340657e-07, "loss": 0.3088, "step": 560 }, { "epoch": 43.15384615384615, "grad_norm": 22.17215919494629, "learning_rate": 4.0604395604395604e-07, "loss": 0.2516, "step": 561 }, { "epoch": 43.23076923076923, "grad_norm": 14.838505744934082, "learning_rate": 4.0549450549450545e-07, "loss": 0.3921, "step": 562 }, { "epoch": 43.30769230769231, "grad_norm": 14.619174003601074, "learning_rate": 4.049450549450549e-07, "loss": 0.3489, "step": 563 }, { "epoch": 43.38461538461539, "grad_norm": 12.56376838684082, "learning_rate": 4.043956043956044e-07, "loss": 0.2744, "step": 564 }, { "epoch": 43.46153846153846, "grad_norm": 38.22209548950195, "learning_rate": 4.0384615384615386e-07, "loss": 0.2285, "step": 565 }, { "epoch": 43.53846153846154, "grad_norm": 11.853838920593262, "learning_rate": 4.032967032967033e-07, "loss": 0.337, "step": 566 }, { "epoch": 43.61538461538461, "grad_norm": 14.193585395812988, "learning_rate": 4.0274725274725274e-07, "loss": 0.29, "step": 567 }, { "epoch": 43.69230769230769, "grad_norm": 57.809810638427734, "learning_rate": 4.021978021978022e-07, "loss": 0.4178, "step": 568 }, { "epoch": 43.76923076923077, "grad_norm": 25.03615379333496, "learning_rate": 4.0164835164835163e-07, "loss": 0.2266, "step": 569 }, { "epoch": 43.84615384615385, "grad_norm": 11.70556926727295, "learning_rate": 4.010989010989011e-07, "loss": 0.3185, "step": 570 }, { "epoch": 43.92307692307692, "grad_norm": 17.9630069732666, "learning_rate": 4.0054945054945057e-07, "loss": 0.43, "step": 571 }, { "epoch": 44.0, "grad_norm": 20.628416061401367, "learning_rate": 4e-07, "loss": 0.221, "step": 572 }, { "epoch": 44.0, "eval_accuracy": 0.8424908424908425, "eval_loss": 0.43865466117858887, "eval_runtime": 1.1422, "eval_samples_per_second": 239.011, "eval_steps_per_second": 7.879, "step": 572 }, { "epoch": 44.07692307692308, "grad_norm": 35.04546356201172, "learning_rate": 3.9945054945054945e-07, "loss": 0.3212, "step": 573 }, { "epoch": 44.15384615384615, "grad_norm": 18.54471778869629, "learning_rate": 3.989010989010989e-07, "loss": 0.3482, "step": 574 }, { "epoch": 44.23076923076923, "grad_norm": 7.781414031982422, "learning_rate": 3.983516483516483e-07, "loss": 0.2791, "step": 575 }, { "epoch": 44.30769230769231, "grad_norm": 40.74549865722656, "learning_rate": 3.9780219780219775e-07, "loss": 0.4179, "step": 576 }, { "epoch": 44.38461538461539, "grad_norm": 32.22798156738281, "learning_rate": 3.972527472527472e-07, "loss": 0.2724, "step": 577 }, { "epoch": 44.46153846153846, "grad_norm": 38.42926025390625, "learning_rate": 3.967032967032967e-07, "loss": 0.2048, "step": 578 }, { "epoch": 44.53846153846154, "grad_norm": 59.316646575927734, "learning_rate": 3.961538461538461e-07, "loss": 0.3139, "step": 579 }, { "epoch": 44.61538461538461, "grad_norm": 18.17076873779297, "learning_rate": 3.9560439560439557e-07, "loss": 0.4381, "step": 580 }, { "epoch": 44.69230769230769, "grad_norm": 20.287384033203125, "learning_rate": 3.9505494505494504e-07, "loss": 0.2952, "step": 581 }, { "epoch": 44.76923076923077, "grad_norm": 20.253217697143555, "learning_rate": 3.9450549450549446e-07, "loss": 0.4327, "step": 582 }, { "epoch": 44.84615384615385, "grad_norm": 54.484066009521484, "learning_rate": 3.939560439560439e-07, "loss": 0.3466, "step": 583 }, { "epoch": 44.92307692307692, "grad_norm": 26.077239990234375, "learning_rate": 3.934065934065934e-07, "loss": 0.2664, "step": 584 }, { "epoch": 45.0, "grad_norm": 24.904905319213867, "learning_rate": 3.928571428571428e-07, "loss": 0.2328, "step": 585 }, { "epoch": 45.0, "eval_accuracy": 0.8498168498168498, "eval_loss": 0.43706080317497253, "eval_runtime": 1.0804, "eval_samples_per_second": 252.678, "eval_steps_per_second": 8.33, "step": 585 }, { "epoch": 45.07692307692308, "grad_norm": 16.95549201965332, "learning_rate": 3.923076923076923e-07, "loss": 0.3512, "step": 586 }, { "epoch": 45.15384615384615, "grad_norm": 22.653656005859375, "learning_rate": 3.9175824175824175e-07, "loss": 0.3233, "step": 587 }, { "epoch": 45.23076923076923, "grad_norm": 25.171283721923828, "learning_rate": 3.912087912087912e-07, "loss": 0.2719, "step": 588 }, { "epoch": 45.30769230769231, "grad_norm": 27.863115310668945, "learning_rate": 3.9065934065934063e-07, "loss": 0.3367, "step": 589 }, { "epoch": 45.38461538461539, "grad_norm": 21.76424217224121, "learning_rate": 3.901098901098901e-07, "loss": 0.3164, "step": 590 }, { "epoch": 45.46153846153846, "grad_norm": 9.927742958068848, "learning_rate": 3.8956043956043957e-07, "loss": 0.2701, "step": 591 }, { "epoch": 45.53846153846154, "grad_norm": 64.17103576660156, "learning_rate": 3.89010989010989e-07, "loss": 0.3106, "step": 592 }, { "epoch": 45.61538461538461, "grad_norm": 19.873645782470703, "learning_rate": 3.8846153846153845e-07, "loss": 0.4358, "step": 593 }, { "epoch": 45.69230769230769, "grad_norm": 29.047571182250977, "learning_rate": 3.879120879120879e-07, "loss": 0.3797, "step": 594 }, { "epoch": 45.76923076923077, "grad_norm": 22.249204635620117, "learning_rate": 3.8736263736263734e-07, "loss": 0.2235, "step": 595 }, { "epoch": 45.84615384615385, "grad_norm": 36.382347106933594, "learning_rate": 3.868131868131868e-07, "loss": 0.3691, "step": 596 }, { "epoch": 45.92307692307692, "grad_norm": 15.581422805786133, "learning_rate": 3.862637362637363e-07, "loss": 0.3035, "step": 597 }, { "epoch": 46.0, "grad_norm": 51.89204025268555, "learning_rate": 3.857142857142857e-07, "loss": 0.3004, "step": 598 }, { "epoch": 46.0, "eval_accuracy": 0.8424908424908425, "eval_loss": 0.4339163601398468, "eval_runtime": 1.1287, "eval_samples_per_second": 241.864, "eval_steps_per_second": 7.974, "step": 598 }, { "epoch": 46.07692307692308, "grad_norm": 59.95323181152344, "learning_rate": 3.8516483516483516e-07, "loss": 0.3948, "step": 599 }, { "epoch": 46.15384615384615, "grad_norm": 8.699413299560547, "learning_rate": 3.8461538461538463e-07, "loss": 0.2428, "step": 600 }, { "epoch": 46.23076923076923, "grad_norm": 26.717193603515625, "learning_rate": 3.840659340659341e-07, "loss": 0.2417, "step": 601 }, { "epoch": 46.30769230769231, "grad_norm": 20.190753936767578, "learning_rate": 3.835164835164835e-07, "loss": 0.3177, "step": 602 }, { "epoch": 46.38461538461539, "grad_norm": 23.21367073059082, "learning_rate": 3.82967032967033e-07, "loss": 0.2492, "step": 603 }, { "epoch": 46.46153846153846, "grad_norm": 14.620820999145508, "learning_rate": 3.824175824175824e-07, "loss": 0.2912, "step": 604 }, { "epoch": 46.53846153846154, "grad_norm": 16.184518814086914, "learning_rate": 3.818681318681318e-07, "loss": 0.4011, "step": 605 }, { "epoch": 46.61538461538461, "grad_norm": 12.382149696350098, "learning_rate": 3.813186813186813e-07, "loss": 0.4001, "step": 606 }, { "epoch": 46.69230769230769, "grad_norm": 18.376087188720703, "learning_rate": 3.8076923076923075e-07, "loss": 0.241, "step": 607 }, { "epoch": 46.76923076923077, "grad_norm": 22.998743057250977, "learning_rate": 3.8021978021978016e-07, "loss": 0.4046, "step": 608 }, { "epoch": 46.84615384615385, "grad_norm": 45.807518005371094, "learning_rate": 3.7967032967032963e-07, "loss": 0.2813, "step": 609 }, { "epoch": 46.92307692307692, "grad_norm": 14.032024383544922, "learning_rate": 3.791208791208791e-07, "loss": 0.2301, "step": 610 }, { "epoch": 47.0, "grad_norm": 15.171304702758789, "learning_rate": 3.785714285714285e-07, "loss": 0.2036, "step": 611 }, { "epoch": 47.0, "eval_accuracy": 0.8461538461538461, "eval_loss": 0.43180403113365173, "eval_runtime": 1.1173, "eval_samples_per_second": 244.342, "eval_steps_per_second": 8.055, "step": 611 }, { "epoch": 47.07692307692308, "grad_norm": 11.965672492980957, "learning_rate": 3.78021978021978e-07, "loss": 0.3168, "step": 612 }, { "epoch": 47.15384615384615, "grad_norm": 25.433246612548828, "learning_rate": 3.7747252747252745e-07, "loss": 0.2934, "step": 613 }, { "epoch": 47.23076923076923, "grad_norm": 20.833852767944336, "learning_rate": 3.769230769230769e-07, "loss": 0.217, "step": 614 }, { "epoch": 47.30769230769231, "grad_norm": 26.804580688476562, "learning_rate": 3.7637362637362634e-07, "loss": 0.2023, "step": 615 }, { "epoch": 47.38461538461539, "grad_norm": 16.327899932861328, "learning_rate": 3.758241758241758e-07, "loss": 0.3389, "step": 616 }, { "epoch": 47.46153846153846, "grad_norm": 29.25802230834961, "learning_rate": 3.752747252747253e-07, "loss": 0.4034, "step": 617 }, { "epoch": 47.53846153846154, "grad_norm": 32.72966766357422, "learning_rate": 3.747252747252747e-07, "loss": 0.3201, "step": 618 }, { "epoch": 47.61538461538461, "grad_norm": 37.31544876098633, "learning_rate": 3.7417582417582416e-07, "loss": 0.3233, "step": 619 }, { "epoch": 47.69230769230769, "grad_norm": 32.91764450073242, "learning_rate": 3.7362637362637363e-07, "loss": 0.3274, "step": 620 }, { "epoch": 47.76923076923077, "grad_norm": 27.06637954711914, "learning_rate": 3.7307692307692304e-07, "loss": 0.1807, "step": 621 }, { "epoch": 47.84615384615385, "grad_norm": 71.19083404541016, "learning_rate": 3.725274725274725e-07, "loss": 0.3001, "step": 622 }, { "epoch": 47.92307692307692, "grad_norm": 30.157934188842773, "learning_rate": 3.71978021978022e-07, "loss": 0.2932, "step": 623 }, { "epoch": 48.0, "grad_norm": 24.894617080688477, "learning_rate": 3.7142857142857145e-07, "loss": 0.1925, "step": 624 }, { "epoch": 48.0, "eval_accuracy": 0.8498168498168498, "eval_loss": 0.429940402507782, "eval_runtime": 1.1214, "eval_samples_per_second": 243.45, "eval_steps_per_second": 8.026, "step": 624 }, { "epoch": 48.07692307692308, "grad_norm": 23.2379207611084, "learning_rate": 3.7087912087912087e-07, "loss": 0.2428, "step": 625 }, { "epoch": 48.15384615384615, "grad_norm": 12.26453971862793, "learning_rate": 3.7032967032967033e-07, "loss": 0.2059, "step": 626 }, { "epoch": 48.23076923076923, "grad_norm": 19.094972610473633, "learning_rate": 3.697802197802198e-07, "loss": 0.3245, "step": 627 }, { "epoch": 48.30769230769231, "grad_norm": 33.87215805053711, "learning_rate": 3.692307692307692e-07, "loss": 0.3135, "step": 628 }, { "epoch": 48.38461538461539, "grad_norm": 38.28016662597656, "learning_rate": 3.686813186813187e-07, "loss": 0.3074, "step": 629 }, { "epoch": 48.46153846153846, "grad_norm": 10.843157768249512, "learning_rate": 3.6813186813186816e-07, "loss": 0.3089, "step": 630 }, { "epoch": 48.53846153846154, "grad_norm": 12.183404922485352, "learning_rate": 3.6758241758241757e-07, "loss": 0.3421, "step": 631 }, { "epoch": 48.61538461538461, "grad_norm": 17.07087516784668, "learning_rate": 3.67032967032967e-07, "loss": 0.2588, "step": 632 }, { "epoch": 48.69230769230769, "grad_norm": 25.54414939880371, "learning_rate": 3.6648351648351646e-07, "loss": 0.3605, "step": 633 }, { "epoch": 48.76923076923077, "grad_norm": 21.74620246887207, "learning_rate": 3.6593406593406587e-07, "loss": 0.2691, "step": 634 }, { "epoch": 48.84615384615385, "grad_norm": 21.4051570892334, "learning_rate": 3.6538461538461534e-07, "loss": 0.3592, "step": 635 }, { "epoch": 48.92307692307692, "grad_norm": 52.705875396728516, "learning_rate": 3.648351648351648e-07, "loss": 0.32, "step": 636 }, { "epoch": 49.0, "grad_norm": 32.96541213989258, "learning_rate": 3.642857142857143e-07, "loss": 0.4543, "step": 637 }, { "epoch": 49.0, "eval_accuracy": 0.8498168498168498, "eval_loss": 0.42664235830307007, "eval_runtime": 1.1843, "eval_samples_per_second": 230.507, "eval_steps_per_second": 7.599, "step": 637 }, { "epoch": 49.07692307692308, "grad_norm": 36.31277084350586, "learning_rate": 3.637362637362637e-07, "loss": 0.3692, "step": 638 }, { "epoch": 49.15384615384615, "grad_norm": 40.58119201660156, "learning_rate": 3.6318681318681316e-07, "loss": 0.2661, "step": 639 }, { "epoch": 49.23076923076923, "grad_norm": 46.988338470458984, "learning_rate": 3.6263736263736263e-07, "loss": 0.2169, "step": 640 }, { "epoch": 49.30769230769231, "grad_norm": 21.285736083984375, "learning_rate": 3.6208791208791205e-07, "loss": 0.2471, "step": 641 }, { "epoch": 49.38461538461539, "grad_norm": 33.94597625732422, "learning_rate": 3.615384615384615e-07, "loss": 0.3497, "step": 642 }, { "epoch": 49.46153846153846, "grad_norm": 19.078723907470703, "learning_rate": 3.60989010989011e-07, "loss": 0.3007, "step": 643 }, { "epoch": 49.53846153846154, "grad_norm": 20.21129035949707, "learning_rate": 3.604395604395604e-07, "loss": 0.2582, "step": 644 }, { "epoch": 49.61538461538461, "grad_norm": 14.52566146850586, "learning_rate": 3.5989010989010987e-07, "loss": 0.3293, "step": 645 }, { "epoch": 49.69230769230769, "grad_norm": 40.04621124267578, "learning_rate": 3.5934065934065934e-07, "loss": 0.2276, "step": 646 }, { "epoch": 49.76923076923077, "grad_norm": 48.46415710449219, "learning_rate": 3.5879120879120875e-07, "loss": 0.3317, "step": 647 }, { "epoch": 49.84615384615385, "grad_norm": 18.960092544555664, "learning_rate": 3.582417582417582e-07, "loss": 0.3075, "step": 648 }, { "epoch": 49.92307692307692, "grad_norm": 21.60645294189453, "learning_rate": 3.576923076923077e-07, "loss": 0.2737, "step": 649 }, { "epoch": 50.0, "grad_norm": 14.312994003295898, "learning_rate": 3.5714285714285716e-07, "loss": 0.4056, "step": 650 }, { "epoch": 50.0, "eval_accuracy": 0.8461538461538461, "eval_loss": 0.42510169744491577, "eval_runtime": 1.138, "eval_samples_per_second": 239.903, "eval_steps_per_second": 7.909, "step": 650 }, { "epoch": 50.07692307692308, "grad_norm": 16.222265243530273, "learning_rate": 3.5659340659340657e-07, "loss": 0.4477, "step": 651 }, { "epoch": 50.15384615384615, "grad_norm": 20.330598831176758, "learning_rate": 3.5604395604395604e-07, "loss": 0.2799, "step": 652 }, { "epoch": 50.23076923076923, "grad_norm": 29.646255493164062, "learning_rate": 3.554945054945055e-07, "loss": 0.251, "step": 653 }, { "epoch": 50.30769230769231, "grad_norm": 46.48189163208008, "learning_rate": 3.549450549450549e-07, "loss": 0.3049, "step": 654 }, { "epoch": 50.38461538461539, "grad_norm": 69.6811294555664, "learning_rate": 3.543956043956044e-07, "loss": 0.2691, "step": 655 }, { "epoch": 50.46153846153846, "grad_norm": 45.04435729980469, "learning_rate": 3.5384615384615386e-07, "loss": 0.2893, "step": 656 }, { "epoch": 50.53846153846154, "grad_norm": 59.317989349365234, "learning_rate": 3.532967032967033e-07, "loss": 0.2238, "step": 657 }, { "epoch": 50.61538461538461, "grad_norm": 11.306159019470215, "learning_rate": 3.5274725274725275e-07, "loss": 0.3342, "step": 658 }, { "epoch": 50.69230769230769, "grad_norm": 35.66840362548828, "learning_rate": 3.521978021978022e-07, "loss": 0.4564, "step": 659 }, { "epoch": 50.76923076923077, "grad_norm": 31.595428466796875, "learning_rate": 3.516483516483517e-07, "loss": 0.2607, "step": 660 }, { "epoch": 50.84615384615385, "grad_norm": 22.142820358276367, "learning_rate": 3.5109890109890105e-07, "loss": 0.2012, "step": 661 }, { "epoch": 50.92307692307692, "grad_norm": 17.208499908447266, "learning_rate": 3.505494505494505e-07, "loss": 0.2962, "step": 662 }, { "epoch": 51.0, "grad_norm": 41.581668853759766, "learning_rate": 3.5e-07, "loss": 0.2326, "step": 663 }, { "epoch": 51.0, "eval_accuracy": 0.8498168498168498, "eval_loss": 0.4247128665447235, "eval_runtime": 1.0856, "eval_samples_per_second": 251.476, "eval_steps_per_second": 8.29, "step": 663 }, { "epoch": 51.07692307692308, "grad_norm": 17.0118350982666, "learning_rate": 3.494505494505494e-07, "loss": 0.2807, "step": 664 }, { "epoch": 51.15384615384615, "grad_norm": 22.63837242126465, "learning_rate": 3.4890109890109887e-07, "loss": 0.2084, "step": 665 }, { "epoch": 51.23076923076923, "grad_norm": 13.776155471801758, "learning_rate": 3.4835164835164834e-07, "loss": 0.3741, "step": 666 }, { "epoch": 51.30769230769231, "grad_norm": 13.945809364318848, "learning_rate": 3.4780219780219775e-07, "loss": 0.2224, "step": 667 }, { "epoch": 51.38461538461539, "grad_norm": 36.066070556640625, "learning_rate": 3.472527472527472e-07, "loss": 0.2422, "step": 668 }, { "epoch": 51.46153846153846, "grad_norm": 35.166690826416016, "learning_rate": 3.467032967032967e-07, "loss": 0.2414, "step": 669 }, { "epoch": 51.53846153846154, "grad_norm": 30.807109832763672, "learning_rate": 3.461538461538461e-07, "loss": 0.4081, "step": 670 }, { "epoch": 51.61538461538461, "grad_norm": 11.806307792663574, "learning_rate": 3.456043956043956e-07, "loss": 0.2755, "step": 671 }, { "epoch": 51.69230769230769, "grad_norm": 12.65046501159668, "learning_rate": 3.4505494505494504e-07, "loss": 0.2655, "step": 672 }, { "epoch": 51.76923076923077, "grad_norm": 11.139768600463867, "learning_rate": 3.445054945054945e-07, "loss": 0.3217, "step": 673 }, { "epoch": 51.84615384615385, "grad_norm": 14.22523021697998, "learning_rate": 3.4395604395604393e-07, "loss": 0.316, "step": 674 }, { "epoch": 51.92307692307692, "grad_norm": 11.210868835449219, "learning_rate": 3.434065934065934e-07, "loss": 0.2961, "step": 675 }, { "epoch": 52.0, "grad_norm": 73.50015258789062, "learning_rate": 3.4285714285714286e-07, "loss": 0.327, "step": 676 }, { "epoch": 52.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.4224143624305725, "eval_runtime": 1.1274, "eval_samples_per_second": 242.149, "eval_steps_per_second": 7.983, "step": 676 }, { "epoch": 52.07692307692308, "grad_norm": 13.294898986816406, "learning_rate": 3.423076923076923e-07, "loss": 0.2484, "step": 677 }, { "epoch": 52.15384615384615, "grad_norm": 11.042922019958496, "learning_rate": 3.4175824175824175e-07, "loss": 0.2502, "step": 678 }, { "epoch": 52.23076923076923, "grad_norm": 17.2161808013916, "learning_rate": 3.412087912087912e-07, "loss": 0.2313, "step": 679 }, { "epoch": 52.30769230769231, "grad_norm": 30.606714248657227, "learning_rate": 3.4065934065934063e-07, "loss": 0.2997, "step": 680 }, { "epoch": 52.38461538461539, "grad_norm": 28.589250564575195, "learning_rate": 3.401098901098901e-07, "loss": 0.2813, "step": 681 }, { "epoch": 52.46153846153846, "grad_norm": 14.344148635864258, "learning_rate": 3.3956043956043957e-07, "loss": 0.2158, "step": 682 }, { "epoch": 52.53846153846154, "grad_norm": 20.993738174438477, "learning_rate": 3.3901098901098904e-07, "loss": 0.3435, "step": 683 }, { "epoch": 52.61538461538461, "grad_norm": 23.991912841796875, "learning_rate": 3.3846153846153845e-07, "loss": 0.2839, "step": 684 }, { "epoch": 52.69230769230769, "grad_norm": 33.31010437011719, "learning_rate": 3.379120879120879e-07, "loss": 0.2844, "step": 685 }, { "epoch": 52.76923076923077, "grad_norm": 15.218570709228516, "learning_rate": 3.373626373626374e-07, "loss": 0.2351, "step": 686 }, { "epoch": 52.84615384615385, "grad_norm": 30.27324867248535, "learning_rate": 3.368131868131868e-07, "loss": 0.2726, "step": 687 }, { "epoch": 52.92307692307692, "grad_norm": 14.974954605102539, "learning_rate": 3.362637362637363e-07, "loss": 0.4152, "step": 688 }, { "epoch": 53.0, "grad_norm": 49.71595001220703, "learning_rate": 3.357142857142857e-07, "loss": 0.2385, "step": 689 }, { "epoch": 53.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.4193349778652191, "eval_runtime": 1.0945, "eval_samples_per_second": 249.434, "eval_steps_per_second": 8.223, "step": 689 }, { "epoch": 53.07692307692308, "grad_norm": 50.30474853515625, "learning_rate": 3.351648351648351e-07, "loss": 0.2433, "step": 690 }, { "epoch": 53.15384615384615, "grad_norm": 17.7503662109375, "learning_rate": 3.346153846153846e-07, "loss": 0.2132, "step": 691 }, { "epoch": 53.23076923076923, "grad_norm": 31.52617645263672, "learning_rate": 3.3406593406593404e-07, "loss": 0.2803, "step": 692 }, { "epoch": 53.30769230769231, "grad_norm": 34.94513702392578, "learning_rate": 3.3351648351648346e-07, "loss": 0.3915, "step": 693 }, { "epoch": 53.38461538461539, "grad_norm": 22.28950309753418, "learning_rate": 3.3296703296703293e-07, "loss": 0.197, "step": 694 }, { "epoch": 53.46153846153846, "grad_norm": 26.348573684692383, "learning_rate": 3.324175824175824e-07, "loss": 0.4235, "step": 695 }, { "epoch": 53.53846153846154, "grad_norm": 10.036152839660645, "learning_rate": 3.3186813186813187e-07, "loss": 0.3827, "step": 696 }, { "epoch": 53.61538461538461, "grad_norm": 18.506494522094727, "learning_rate": 3.313186813186813e-07, "loss": 0.208, "step": 697 }, { "epoch": 53.69230769230769, "grad_norm": 16.51894187927246, "learning_rate": 3.3076923076923075e-07, "loss": 0.45, "step": 698 }, { "epoch": 53.76923076923077, "grad_norm": 30.230857849121094, "learning_rate": 3.302197802197802e-07, "loss": 0.3481, "step": 699 }, { "epoch": 53.84615384615385, "grad_norm": 6.3199872970581055, "learning_rate": 3.2967032967032963e-07, "loss": 0.2672, "step": 700 }, { "epoch": 53.92307692307692, "grad_norm": 17.613862991333008, "learning_rate": 3.291208791208791e-07, "loss": 0.2447, "step": 701 }, { "epoch": 54.0, "grad_norm": 26.702178955078125, "learning_rate": 3.2857142857142857e-07, "loss": 0.2876, "step": 702 }, { "epoch": 54.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.4182988107204437, "eval_runtime": 1.1544, "eval_samples_per_second": 236.482, "eval_steps_per_second": 7.796, "step": 702 }, { "epoch": 54.07692307692308, "grad_norm": 24.996335983276367, "learning_rate": 3.28021978021978e-07, "loss": 0.3204, "step": 703 }, { "epoch": 54.15384615384615, "grad_norm": 15.500185012817383, "learning_rate": 3.2747252747252746e-07, "loss": 0.2782, "step": 704 }, { "epoch": 54.23076923076923, "grad_norm": 55.72637939453125, "learning_rate": 3.269230769230769e-07, "loss": 0.3267, "step": 705 }, { "epoch": 54.30769230769231, "grad_norm": 53.22111129760742, "learning_rate": 3.2637362637362634e-07, "loss": 0.4395, "step": 706 }, { "epoch": 54.38461538461539, "grad_norm": 39.46826934814453, "learning_rate": 3.258241758241758e-07, "loss": 0.3457, "step": 707 }, { "epoch": 54.46153846153846, "grad_norm": 31.008729934692383, "learning_rate": 3.252747252747253e-07, "loss": 0.1885, "step": 708 }, { "epoch": 54.53846153846154, "grad_norm": 14.476727485656738, "learning_rate": 3.2472527472527475e-07, "loss": 0.2257, "step": 709 }, { "epoch": 54.61538461538461, "grad_norm": 24.909814834594727, "learning_rate": 3.2417582417582416e-07, "loss": 0.4801, "step": 710 }, { "epoch": 54.69230769230769, "grad_norm": 38.126285552978516, "learning_rate": 3.2362637362637363e-07, "loss": 0.1779, "step": 711 }, { "epoch": 54.76923076923077, "grad_norm": 22.593292236328125, "learning_rate": 3.230769230769231e-07, "loss": 0.3659, "step": 712 }, { "epoch": 54.84615384615385, "grad_norm": 13.918293952941895, "learning_rate": 3.225274725274725e-07, "loss": 0.2887, "step": 713 }, { "epoch": 54.92307692307692, "grad_norm": 10.271149635314941, "learning_rate": 3.21978021978022e-07, "loss": 0.2463, "step": 714 }, { "epoch": 55.0, "grad_norm": 23.743328094482422, "learning_rate": 3.2142857142857145e-07, "loss": 0.2257, "step": 715 }, { "epoch": 55.0, "eval_accuracy": 0.8717948717948718, "eval_loss": 0.41616034507751465, "eval_runtime": 1.1043, "eval_samples_per_second": 247.226, "eval_steps_per_second": 8.15, "step": 715 }, { "epoch": 55.07692307692308, "grad_norm": 16.308061599731445, "learning_rate": 3.2087912087912087e-07, "loss": 0.2621, "step": 716 }, { "epoch": 55.15384615384615, "grad_norm": 27.94227409362793, "learning_rate": 3.2032967032967034e-07, "loss": 0.3907, "step": 717 }, { "epoch": 55.23076923076923, "grad_norm": 25.648468017578125, "learning_rate": 3.1978021978021975e-07, "loss": 0.3949, "step": 718 }, { "epoch": 55.30769230769231, "grad_norm": 18.217477798461914, "learning_rate": 3.1923076923076917e-07, "loss": 0.3033, "step": 719 }, { "epoch": 55.38461538461539, "grad_norm": 33.92141342163086, "learning_rate": 3.1868131868131864e-07, "loss": 0.3252, "step": 720 }, { "epoch": 55.46153846153846, "grad_norm": 15.834953308105469, "learning_rate": 3.181318681318681e-07, "loss": 0.2856, "step": 721 }, { "epoch": 55.53846153846154, "grad_norm": 10.109785079956055, "learning_rate": 3.1758241758241757e-07, "loss": 0.1683, "step": 722 }, { "epoch": 55.61538461538461, "grad_norm": 16.6602725982666, "learning_rate": 3.17032967032967e-07, "loss": 0.2782, "step": 723 }, { "epoch": 55.69230769230769, "grad_norm": 17.040592193603516, "learning_rate": 3.1648351648351646e-07, "loss": 0.2681, "step": 724 }, { "epoch": 55.76923076923077, "grad_norm": 35.986846923828125, "learning_rate": 3.159340659340659e-07, "loss": 0.3163, "step": 725 }, { "epoch": 55.84615384615385, "grad_norm": 18.382434844970703, "learning_rate": 3.1538461538461534e-07, "loss": 0.361, "step": 726 }, { "epoch": 55.92307692307692, "grad_norm": 26.209815979003906, "learning_rate": 3.148351648351648e-07, "loss": 0.227, "step": 727 }, { "epoch": 56.0, "grad_norm": 32.558292388916016, "learning_rate": 3.142857142857143e-07, "loss": 0.252, "step": 728 }, { "epoch": 56.0, "eval_accuracy": 0.8754578754578755, "eval_loss": 0.41495880484580994, "eval_runtime": 1.1275, "eval_samples_per_second": 242.128, "eval_steps_per_second": 7.982, "step": 728 }, { "epoch": 56.07692307692308, "grad_norm": 35.21878433227539, "learning_rate": 3.137362637362637e-07, "loss": 0.2294, "step": 729 }, { "epoch": 56.15384615384615, "grad_norm": 17.22517967224121, "learning_rate": 3.1318681318681316e-07, "loss": 0.2849, "step": 730 }, { "epoch": 56.23076923076923, "grad_norm": 57.046783447265625, "learning_rate": 3.1263736263736263e-07, "loss": 0.315, "step": 731 }, { "epoch": 56.30769230769231, "grad_norm": 31.597274780273438, "learning_rate": 3.120879120879121e-07, "loss": 0.3589, "step": 732 }, { "epoch": 56.38461538461539, "grad_norm": 32.820335388183594, "learning_rate": 3.115384615384615e-07, "loss": 0.3692, "step": 733 }, { "epoch": 56.46153846153846, "grad_norm": 15.48065185546875, "learning_rate": 3.10989010989011e-07, "loss": 0.2487, "step": 734 }, { "epoch": 56.53846153846154, "grad_norm": 26.519350051879883, "learning_rate": 3.1043956043956045e-07, "loss": 0.3114, "step": 735 }, { "epoch": 56.61538461538461, "grad_norm": 34.60464859008789, "learning_rate": 3.0989010989010987e-07, "loss": 0.3049, "step": 736 }, { "epoch": 56.69230769230769, "grad_norm": 15.78444766998291, "learning_rate": 3.0934065934065934e-07, "loss": 0.3747, "step": 737 }, { "epoch": 56.76923076923077, "grad_norm": 14.320549011230469, "learning_rate": 3.087912087912088e-07, "loss": 0.2212, "step": 738 }, { "epoch": 56.84615384615385, "grad_norm": 15.070626258850098, "learning_rate": 3.082417582417582e-07, "loss": 0.2335, "step": 739 }, { "epoch": 56.92307692307692, "grad_norm": 20.779525756835938, "learning_rate": 3.076923076923077e-07, "loss": 0.3065, "step": 740 }, { "epoch": 57.0, "grad_norm": 34.789024353027344, "learning_rate": 3.0714285714285716e-07, "loss": 0.4299, "step": 741 }, { "epoch": 57.0, "eval_accuracy": 0.8644688644688645, "eval_loss": 0.4129132032394409, "eval_runtime": 1.1372, "eval_samples_per_second": 240.055, "eval_steps_per_second": 7.914, "step": 741 }, { "epoch": 57.07692307692308, "grad_norm": 24.608182907104492, "learning_rate": 3.065934065934066e-07, "loss": 0.3086, "step": 742 }, { "epoch": 57.15384615384615, "grad_norm": 40.869972229003906, "learning_rate": 3.0604395604395604e-07, "loss": 0.2046, "step": 743 }, { "epoch": 57.23076923076923, "grad_norm": 12.419371604919434, "learning_rate": 3.054945054945055e-07, "loss": 0.2666, "step": 744 }, { "epoch": 57.30769230769231, "grad_norm": 61.16694259643555, "learning_rate": 3.04945054945055e-07, "loss": 0.4108, "step": 745 }, { "epoch": 57.38461538461539, "grad_norm": 26.086421966552734, "learning_rate": 3.0439560439560434e-07, "loss": 0.3899, "step": 746 }, { "epoch": 57.46153846153846, "grad_norm": 12.103123664855957, "learning_rate": 3.038461538461538e-07, "loss": 0.2715, "step": 747 }, { "epoch": 57.53846153846154, "grad_norm": 21.087116241455078, "learning_rate": 3.032967032967033e-07, "loss": 0.2231, "step": 748 }, { "epoch": 57.61538461538461, "grad_norm": 29.16459083557129, "learning_rate": 3.027472527472527e-07, "loss": 0.3191, "step": 749 }, { "epoch": 57.69230769230769, "grad_norm": 39.26542282104492, "learning_rate": 3.0219780219780216e-07, "loss": 0.2995, "step": 750 }, { "epoch": 57.76923076923077, "grad_norm": 15.667869567871094, "learning_rate": 3.0164835164835163e-07, "loss": 0.3496, "step": 751 }, { "epoch": 57.84615384615385, "grad_norm": 16.155540466308594, "learning_rate": 3.0109890109890105e-07, "loss": 0.3319, "step": 752 }, { "epoch": 57.92307692307692, "grad_norm": 24.85503578186035, "learning_rate": 3.005494505494505e-07, "loss": 0.2905, "step": 753 }, { "epoch": 58.0, "grad_norm": 26.857662200927734, "learning_rate": 3e-07, "loss": 0.3146, "step": 754 }, { "epoch": 58.0, "eval_accuracy": 0.8754578754578755, "eval_loss": 0.4124268591403961, "eval_runtime": 1.1223, "eval_samples_per_second": 243.256, "eval_steps_per_second": 8.019, "step": 754 }, { "epoch": 58.07692307692308, "grad_norm": 24.92116928100586, "learning_rate": 2.994505494505494e-07, "loss": 0.3624, "step": 755 }, { "epoch": 58.15384615384615, "grad_norm": 43.34551239013672, "learning_rate": 2.9890109890109887e-07, "loss": 0.3833, "step": 756 }, { "epoch": 58.23076923076923, "grad_norm": 30.231536865234375, "learning_rate": 2.9835164835164834e-07, "loss": 0.1457, "step": 757 }, { "epoch": 58.30769230769231, "grad_norm": 14.210672378540039, "learning_rate": 2.978021978021978e-07, "loss": 0.2638, "step": 758 }, { "epoch": 58.38461538461539, "grad_norm": 23.8223934173584, "learning_rate": 2.972527472527472e-07, "loss": 0.2902, "step": 759 }, { "epoch": 58.46153846153846, "grad_norm": 20.54446792602539, "learning_rate": 2.967032967032967e-07, "loss": 0.2729, "step": 760 }, { "epoch": 58.53846153846154, "grad_norm": 13.622251510620117, "learning_rate": 2.9615384615384616e-07, "loss": 0.2602, "step": 761 }, { "epoch": 58.61538461538461, "grad_norm": 19.586965560913086, "learning_rate": 2.956043956043956e-07, "loss": 0.2657, "step": 762 }, { "epoch": 58.69230769230769, "grad_norm": 24.4484920501709, "learning_rate": 2.9505494505494505e-07, "loss": 0.2041, "step": 763 }, { "epoch": 58.76923076923077, "grad_norm": 20.8499698638916, "learning_rate": 2.945054945054945e-07, "loss": 0.2082, "step": 764 }, { "epoch": 58.84615384615385, "grad_norm": 24.327512741088867, "learning_rate": 2.9395604395604393e-07, "loss": 0.3184, "step": 765 }, { "epoch": 58.92307692307692, "grad_norm": 16.182985305786133, "learning_rate": 2.934065934065934e-07, "loss": 0.365, "step": 766 }, { "epoch": 59.0, "grad_norm": 25.34564971923828, "learning_rate": 2.9285714285714287e-07, "loss": 0.1993, "step": 767 }, { "epoch": 59.0, "eval_accuracy": 0.8754578754578755, "eval_loss": 0.4123547375202179, "eval_runtime": 1.1045, "eval_samples_per_second": 247.176, "eval_steps_per_second": 8.149, "step": 767 }, { "epoch": 59.07692307692308, "grad_norm": 54.12009811401367, "learning_rate": 2.9230769230769234e-07, "loss": 0.3247, "step": 768 }, { "epoch": 59.15384615384615, "grad_norm": 36.19490432739258, "learning_rate": 2.9175824175824175e-07, "loss": 0.2975, "step": 769 }, { "epoch": 59.23076923076923, "grad_norm": 17.47751808166504, "learning_rate": 2.912087912087912e-07, "loss": 0.2528, "step": 770 }, { "epoch": 59.30769230769231, "grad_norm": 29.982614517211914, "learning_rate": 2.906593406593407e-07, "loss": 0.4292, "step": 771 }, { "epoch": 59.38461538461539, "grad_norm": 61.96225357055664, "learning_rate": 2.901098901098901e-07, "loss": 0.3006, "step": 772 }, { "epoch": 59.46153846153846, "grad_norm": 11.164416313171387, "learning_rate": 2.8956043956043957e-07, "loss": 0.2667, "step": 773 }, { "epoch": 59.53846153846154, "grad_norm": 49.94816970825195, "learning_rate": 2.89010989010989e-07, "loss": 0.2536, "step": 774 }, { "epoch": 59.61538461538461, "grad_norm": 37.20389175415039, "learning_rate": 2.884615384615384e-07, "loss": 0.2836, "step": 775 }, { "epoch": 59.69230769230769, "grad_norm": 19.455121994018555, "learning_rate": 2.8791208791208787e-07, "loss": 0.1842, "step": 776 }, { "epoch": 59.76923076923077, "grad_norm": 13.369806289672852, "learning_rate": 2.8736263736263734e-07, "loss": 0.3406, "step": 777 }, { "epoch": 59.84615384615385, "grad_norm": 27.974464416503906, "learning_rate": 2.8681318681318676e-07, "loss": 0.2332, "step": 778 }, { "epoch": 59.92307692307692, "grad_norm": 16.455629348754883, "learning_rate": 2.862637362637362e-07, "loss": 0.2342, "step": 779 }, { "epoch": 60.0, "grad_norm": 88.6054458618164, "learning_rate": 2.857142857142857e-07, "loss": 0.2507, "step": 780 }, { "epoch": 60.0, "eval_accuracy": 0.8791208791208791, "eval_loss": 0.4118136763572693, "eval_runtime": 1.0865, "eval_samples_per_second": 251.258, "eval_steps_per_second": 8.283, "step": 780 }, { "epoch": 60.07692307692308, "grad_norm": 33.924076080322266, "learning_rate": 2.8516483516483516e-07, "loss": 0.3108, "step": 781 }, { "epoch": 60.15384615384615, "grad_norm": 14.399027824401855, "learning_rate": 2.846153846153846e-07, "loss": 0.4091, "step": 782 }, { "epoch": 60.23076923076923, "grad_norm": 47.16933822631836, "learning_rate": 2.8406593406593405e-07, "loss": 0.4263, "step": 783 }, { "epoch": 60.30769230769231, "grad_norm": 34.87694549560547, "learning_rate": 2.835164835164835e-07, "loss": 0.2721, "step": 784 }, { "epoch": 60.38461538461539, "grad_norm": 42.07905578613281, "learning_rate": 2.8296703296703293e-07, "loss": 0.2655, "step": 785 }, { "epoch": 60.46153846153846, "grad_norm": 19.352046966552734, "learning_rate": 2.824175824175824e-07, "loss": 0.357, "step": 786 }, { "epoch": 60.53846153846154, "grad_norm": 13.505575180053711, "learning_rate": 2.8186813186813187e-07, "loss": 0.2935, "step": 787 }, { "epoch": 60.61538461538461, "grad_norm": 14.299854278564453, "learning_rate": 2.813186813186813e-07, "loss": 0.2279, "step": 788 }, { "epoch": 60.69230769230769, "grad_norm": 15.454782485961914, "learning_rate": 2.8076923076923075e-07, "loss": 0.4638, "step": 789 }, { "epoch": 60.76923076923077, "grad_norm": 55.097869873046875, "learning_rate": 2.802197802197802e-07, "loss": 0.3619, "step": 790 }, { "epoch": 60.84615384615385, "grad_norm": 8.972817420959473, "learning_rate": 2.796703296703297e-07, "loss": 0.211, "step": 791 }, { "epoch": 60.92307692307692, "grad_norm": 30.968957901000977, "learning_rate": 2.791208791208791e-07, "loss": 0.2153, "step": 792 }, { "epoch": 61.0, "grad_norm": 25.482345581054688, "learning_rate": 2.785714285714286e-07, "loss": 0.324, "step": 793 }, { "epoch": 61.0, "eval_accuracy": 0.8534798534798534, "eval_loss": 0.41010645031929016, "eval_runtime": 1.1427, "eval_samples_per_second": 238.9, "eval_steps_per_second": 7.876, "step": 793 }, { "epoch": 61.07692307692308, "grad_norm": 32.179439544677734, "learning_rate": 2.7802197802197804e-07, "loss": 0.2492, "step": 794 }, { "epoch": 61.15384615384615, "grad_norm": 19.767480850219727, "learning_rate": 2.7747252747252746e-07, "loss": 0.3281, "step": 795 }, { "epoch": 61.23076923076923, "grad_norm": 19.703861236572266, "learning_rate": 2.7692307692307693e-07, "loss": 0.3162, "step": 796 }, { "epoch": 61.30769230769231, "grad_norm": 10.048816680908203, "learning_rate": 2.763736263736264e-07, "loss": 0.3839, "step": 797 }, { "epoch": 61.38461538461539, "grad_norm": 66.38928985595703, "learning_rate": 2.758241758241758e-07, "loss": 0.2484, "step": 798 }, { "epoch": 61.46153846153846, "grad_norm": 25.8902587890625, "learning_rate": 2.752747252747253e-07, "loss": 0.3064, "step": 799 }, { "epoch": 61.53846153846154, "grad_norm": 14.807323455810547, "learning_rate": 2.7472527472527475e-07, "loss": 0.2088, "step": 800 }, { "epoch": 61.61538461538461, "grad_norm": 17.357521057128906, "learning_rate": 2.7417582417582416e-07, "loss": 0.2968, "step": 801 }, { "epoch": 61.69230769230769, "grad_norm": 35.786888122558594, "learning_rate": 2.7362637362637363e-07, "loss": 0.3357, "step": 802 }, { "epoch": 61.76923076923077, "grad_norm": 23.230714797973633, "learning_rate": 2.7307692307692305e-07, "loss": 0.1642, "step": 803 }, { "epoch": 61.84615384615385, "grad_norm": 13.180747985839844, "learning_rate": 2.725274725274725e-07, "loss": 0.2545, "step": 804 }, { "epoch": 61.92307692307692, "grad_norm": 20.838254928588867, "learning_rate": 2.7197802197802193e-07, "loss": 0.3289, "step": 805 }, { "epoch": 62.0, "grad_norm": 32.478126525878906, "learning_rate": 2.714285714285714e-07, "loss": 0.2303, "step": 806 }, { "epoch": 62.0, "eval_accuracy": 0.8717948717948718, "eval_loss": 0.4089500308036804, "eval_runtime": 1.1415, "eval_samples_per_second": 239.16, "eval_steps_per_second": 7.884, "step": 806 }, { "epoch": 62.07692307692308, "grad_norm": 28.072904586791992, "learning_rate": 2.7087912087912087e-07, "loss": 0.2496, "step": 807 }, { "epoch": 62.15384615384615, "grad_norm": 20.650470733642578, "learning_rate": 2.703296703296703e-07, "loss": 0.3209, "step": 808 }, { "epoch": 62.23076923076923, "grad_norm": 26.032928466796875, "learning_rate": 2.6978021978021975e-07, "loss": 0.3172, "step": 809 }, { "epoch": 62.30769230769231, "grad_norm": 34.73838806152344, "learning_rate": 2.692307692307692e-07, "loss": 0.3822, "step": 810 }, { "epoch": 62.38461538461539, "grad_norm": 47.261146545410156, "learning_rate": 2.6868131868131864e-07, "loss": 0.311, "step": 811 }, { "epoch": 62.46153846153846, "grad_norm": 6.879570007324219, "learning_rate": 2.681318681318681e-07, "loss": 0.2037, "step": 812 }, { "epoch": 62.53846153846154, "grad_norm": 11.275970458984375, "learning_rate": 2.675824175824176e-07, "loss": 0.2255, "step": 813 }, { "epoch": 62.61538461538461, "grad_norm": 18.61872100830078, "learning_rate": 2.67032967032967e-07, "loss": 0.3476, "step": 814 }, { "epoch": 62.69230769230769, "grad_norm": 41.43339920043945, "learning_rate": 2.6648351648351646e-07, "loss": 0.2671, "step": 815 }, { "epoch": 62.76923076923077, "grad_norm": 11.313962936401367, "learning_rate": 2.6593406593406593e-07, "loss": 0.3008, "step": 816 }, { "epoch": 62.84615384615385, "grad_norm": 36.1326904296875, "learning_rate": 2.653846153846154e-07, "loss": 0.2778, "step": 817 }, { "epoch": 62.92307692307692, "grad_norm": 20.18549346923828, "learning_rate": 2.648351648351648e-07, "loss": 0.3437, "step": 818 }, { "epoch": 63.0, "grad_norm": 31.200958251953125, "learning_rate": 2.642857142857143e-07, "loss": 0.2767, "step": 819 }, { "epoch": 63.0, "eval_accuracy": 0.8608058608058609, "eval_loss": 0.40721482038497925, "eval_runtime": 1.132, "eval_samples_per_second": 241.164, "eval_steps_per_second": 7.95, "step": 819 }, { "epoch": 63.07692307692308, "grad_norm": 30.914472579956055, "learning_rate": 2.6373626373626375e-07, "loss": 0.3717, "step": 820 }, { "epoch": 63.15384615384615, "grad_norm": 14.765570640563965, "learning_rate": 2.6318681318681317e-07, "loss": 0.265, "step": 821 }, { "epoch": 63.23076923076923, "grad_norm": 53.396366119384766, "learning_rate": 2.6263736263736263e-07, "loss": 0.325, "step": 822 }, { "epoch": 63.30769230769231, "grad_norm": 27.542818069458008, "learning_rate": 2.620879120879121e-07, "loss": 0.2977, "step": 823 }, { "epoch": 63.38461538461539, "grad_norm": 29.861522674560547, "learning_rate": 2.615384615384615e-07, "loss": 0.2899, "step": 824 }, { "epoch": 63.46153846153846, "grad_norm": 17.366233825683594, "learning_rate": 2.60989010989011e-07, "loss": 0.2393, "step": 825 }, { "epoch": 63.53846153846154, "grad_norm": 11.722970962524414, "learning_rate": 2.6043956043956046e-07, "loss": 0.2977, "step": 826 }, { "epoch": 63.61538461538461, "grad_norm": 16.08893585205078, "learning_rate": 2.598901098901099e-07, "loss": 0.334, "step": 827 }, { "epoch": 63.69230769230769, "grad_norm": 22.89183235168457, "learning_rate": 2.5934065934065934e-07, "loss": 0.2435, "step": 828 }, { "epoch": 63.76923076923077, "grad_norm": 16.909791946411133, "learning_rate": 2.587912087912088e-07, "loss": 0.2837, "step": 829 }, { "epoch": 63.84615384615385, "grad_norm": 19.299821853637695, "learning_rate": 2.582417582417583e-07, "loss": 0.2325, "step": 830 }, { "epoch": 63.92307692307692, "grad_norm": 18.126367568969727, "learning_rate": 2.5769230769230764e-07, "loss": 0.2487, "step": 831 }, { "epoch": 64.0, "grad_norm": 43.46332931518555, "learning_rate": 2.571428571428571e-07, "loss": 0.3318, "step": 832 }, { "epoch": 64.0, "eval_accuracy": 0.8681318681318682, "eval_loss": 0.4070839583873749, "eval_runtime": 1.1607, "eval_samples_per_second": 235.204, "eval_steps_per_second": 7.754, "step": 832 }, { "epoch": 64.07692307692308, "grad_norm": 14.726320266723633, "learning_rate": 2.565934065934066e-07, "loss": 0.2802, "step": 833 }, { "epoch": 64.15384615384616, "grad_norm": 30.44801902770996, "learning_rate": 2.56043956043956e-07, "loss": 0.2151, "step": 834 }, { "epoch": 64.23076923076923, "grad_norm": 16.511741638183594, "learning_rate": 2.5549450549450546e-07, "loss": 0.2608, "step": 835 }, { "epoch": 64.3076923076923, "grad_norm": 34.570068359375, "learning_rate": 2.5494505494505493e-07, "loss": 0.3879, "step": 836 }, { "epoch": 64.38461538461539, "grad_norm": 23.860429763793945, "learning_rate": 2.5439560439560435e-07, "loss": 0.2841, "step": 837 }, { "epoch": 64.46153846153847, "grad_norm": 25.039819717407227, "learning_rate": 2.538461538461538e-07, "loss": 0.2556, "step": 838 }, { "epoch": 64.53846153846153, "grad_norm": 23.771469116210938, "learning_rate": 2.532967032967033e-07, "loss": 0.2646, "step": 839 }, { "epoch": 64.61538461538461, "grad_norm": 25.04990577697754, "learning_rate": 2.5274725274725275e-07, "loss": 0.3922, "step": 840 }, { "epoch": 64.6923076923077, "grad_norm": 24.847177505493164, "learning_rate": 2.5219780219780217e-07, "loss": 0.2717, "step": 841 }, { "epoch": 64.76923076923077, "grad_norm": 26.187009811401367, "learning_rate": 2.5164835164835164e-07, "loss": 0.3803, "step": 842 }, { "epoch": 64.84615384615384, "grad_norm": 12.900840759277344, "learning_rate": 2.510989010989011e-07, "loss": 0.2403, "step": 843 }, { "epoch": 64.92307692307692, "grad_norm": 17.225841522216797, "learning_rate": 2.505494505494505e-07, "loss": 0.3265, "step": 844 }, { "epoch": 65.0, "grad_norm": 31.376676559448242, "learning_rate": 2.5e-07, "loss": 0.1946, "step": 845 }, { "epoch": 65.0, "eval_accuracy": 0.8681318681318682, "eval_loss": 0.40637490153312683, "eval_runtime": 1.0905, "eval_samples_per_second": 250.353, "eval_steps_per_second": 8.253, "step": 845 }, { "epoch": 65.07692307692308, "grad_norm": 22.60310935974121, "learning_rate": 2.4945054945054946e-07, "loss": 0.3436, "step": 846 }, { "epoch": 65.15384615384616, "grad_norm": 32.09736633300781, "learning_rate": 2.4890109890109887e-07, "loss": 0.3267, "step": 847 }, { "epoch": 65.23076923076923, "grad_norm": 17.21392059326172, "learning_rate": 2.4835164835164834e-07, "loss": 0.2929, "step": 848 }, { "epoch": 65.3076923076923, "grad_norm": 43.96990966796875, "learning_rate": 2.478021978021978e-07, "loss": 0.3084, "step": 849 }, { "epoch": 65.38461538461539, "grad_norm": 20.05691146850586, "learning_rate": 2.472527472527472e-07, "loss": 0.2768, "step": 850 }, { "epoch": 65.46153846153847, "grad_norm": 18.00160789489746, "learning_rate": 2.467032967032967e-07, "loss": 0.2475, "step": 851 }, { "epoch": 65.53846153846153, "grad_norm": 30.485919952392578, "learning_rate": 2.4615384615384616e-07, "loss": 0.2864, "step": 852 }, { "epoch": 65.61538461538461, "grad_norm": 29.16978645324707, "learning_rate": 2.456043956043956e-07, "loss": 0.3046, "step": 853 }, { "epoch": 65.6923076923077, "grad_norm": 17.941022872924805, "learning_rate": 2.4505494505494505e-07, "loss": 0.2514, "step": 854 }, { "epoch": 65.76923076923077, "grad_norm": 11.224747657775879, "learning_rate": 2.4450549450549446e-07, "loss": 0.2182, "step": 855 }, { "epoch": 65.84615384615384, "grad_norm": 48.82261276245117, "learning_rate": 2.4395604395604393e-07, "loss": 0.3707, "step": 856 }, { "epoch": 65.92307692307692, "grad_norm": 24.0678653717041, "learning_rate": 2.434065934065934e-07, "loss": 0.4122, "step": 857 }, { "epoch": 66.0, "grad_norm": 31.954618453979492, "learning_rate": 2.4285714285714287e-07, "loss": 0.4204, "step": 858 }, { "epoch": 66.0, "eval_accuracy": 0.8608058608058609, "eval_loss": 0.40545764565467834, "eval_runtime": 1.1111, "eval_samples_per_second": 245.702, "eval_steps_per_second": 8.1, "step": 858 }, { "epoch": 66.07692307692308, "grad_norm": 15.629823684692383, "learning_rate": 2.423076923076923e-07, "loss": 0.2457, "step": 859 }, { "epoch": 66.15384615384616, "grad_norm": 17.335479736328125, "learning_rate": 2.4175824175824175e-07, "loss": 0.1071, "step": 860 }, { "epoch": 66.23076923076923, "grad_norm": 16.024991989135742, "learning_rate": 2.412087912087912e-07, "loss": 0.3007, "step": 861 }, { "epoch": 66.3076923076923, "grad_norm": 23.461626052856445, "learning_rate": 2.4065934065934064e-07, "loss": 0.2136, "step": 862 }, { "epoch": 66.38461538461539, "grad_norm": 41.227821350097656, "learning_rate": 2.401098901098901e-07, "loss": 0.2884, "step": 863 }, { "epoch": 66.46153846153847, "grad_norm": 26.138877868652344, "learning_rate": 2.395604395604396e-07, "loss": 0.222, "step": 864 }, { "epoch": 66.53846153846153, "grad_norm": 26.13501739501953, "learning_rate": 2.39010989010989e-07, "loss": 0.264, "step": 865 }, { "epoch": 66.61538461538461, "grad_norm": 18.06061553955078, "learning_rate": 2.3846153846153846e-07, "loss": 0.2508, "step": 866 }, { "epoch": 66.6923076923077, "grad_norm": 14.042496681213379, "learning_rate": 2.379120879120879e-07, "loss": 0.3183, "step": 867 }, { "epoch": 66.76923076923077, "grad_norm": 12.96650218963623, "learning_rate": 2.3736263736263734e-07, "loss": 0.3073, "step": 868 }, { "epoch": 66.84615384615384, "grad_norm": 8.27332878112793, "learning_rate": 2.3681318681318679e-07, "loss": 0.2044, "step": 869 }, { "epoch": 66.92307692307692, "grad_norm": 19.320661544799805, "learning_rate": 2.3626373626373625e-07, "loss": 0.322, "step": 870 }, { "epoch": 67.0, "grad_norm": 11.55147933959961, "learning_rate": 2.357142857142857e-07, "loss": 0.3351, "step": 871 }, { "epoch": 67.0, "eval_accuracy": 0.8608058608058609, "eval_loss": 0.4030914306640625, "eval_runtime": 1.1077, "eval_samples_per_second": 246.46, "eval_steps_per_second": 8.125, "step": 871 }, { "epoch": 67.07692307692308, "grad_norm": 41.3758659362793, "learning_rate": 2.3516483516483514e-07, "loss": 0.2387, "step": 872 }, { "epoch": 67.15384615384616, "grad_norm": 12.750386238098145, "learning_rate": 2.346153846153846e-07, "loss": 0.2447, "step": 873 }, { "epoch": 67.23076923076923, "grad_norm": 32.76240158081055, "learning_rate": 2.3406593406593405e-07, "loss": 0.3985, "step": 874 }, { "epoch": 67.3076923076923, "grad_norm": 32.52522277832031, "learning_rate": 2.3351648351648352e-07, "loss": 0.2229, "step": 875 }, { "epoch": 67.38461538461539, "grad_norm": 36.80266571044922, "learning_rate": 2.3296703296703296e-07, "loss": 0.215, "step": 876 }, { "epoch": 67.46153846153847, "grad_norm": 27.378660202026367, "learning_rate": 2.324175824175824e-07, "loss": 0.3029, "step": 877 }, { "epoch": 67.53846153846153, "grad_norm": 16.614999771118164, "learning_rate": 2.3186813186813187e-07, "loss": 0.3202, "step": 878 }, { "epoch": 67.61538461538461, "grad_norm": 20.502470016479492, "learning_rate": 2.313186813186813e-07, "loss": 0.1468, "step": 879 }, { "epoch": 67.6923076923077, "grad_norm": 10.99792194366455, "learning_rate": 2.3076923076923078e-07, "loss": 0.322, "step": 880 }, { "epoch": 67.76923076923077, "grad_norm": 11.61074161529541, "learning_rate": 2.302197802197802e-07, "loss": 0.2111, "step": 881 }, { "epoch": 67.84615384615384, "grad_norm": 51.97317886352539, "learning_rate": 2.2967032967032964e-07, "loss": 0.4559, "step": 882 }, { "epoch": 67.92307692307692, "grad_norm": 19.700267791748047, "learning_rate": 2.291208791208791e-07, "loss": 0.2737, "step": 883 }, { "epoch": 68.0, "grad_norm": 26.25306510925293, "learning_rate": 2.2857142857142855e-07, "loss": 0.2772, "step": 884 }, { "epoch": 68.0, "eval_accuracy": 0.8644688644688645, "eval_loss": 0.40133678913116455, "eval_runtime": 1.1162, "eval_samples_per_second": 244.577, "eval_steps_per_second": 8.063, "step": 884 }, { "epoch": 68.07692307692308, "grad_norm": 13.263644218444824, "learning_rate": 2.2802197802197802e-07, "loss": 0.2122, "step": 885 }, { "epoch": 68.15384615384616, "grad_norm": 17.101024627685547, "learning_rate": 2.2747252747252746e-07, "loss": 0.2736, "step": 886 }, { "epoch": 68.23076923076923, "grad_norm": 43.212745666503906, "learning_rate": 2.269230769230769e-07, "loss": 0.3425, "step": 887 }, { "epoch": 68.3076923076923, "grad_norm": 22.72589683532715, "learning_rate": 2.2637362637362637e-07, "loss": 0.3658, "step": 888 }, { "epoch": 68.38461538461539, "grad_norm": 14.926658630371094, "learning_rate": 2.2582417582417581e-07, "loss": 0.2388, "step": 889 }, { "epoch": 68.46153846153847, "grad_norm": 31.456602096557617, "learning_rate": 2.2527472527472528e-07, "loss": 0.2439, "step": 890 }, { "epoch": 68.53846153846153, "grad_norm": 21.57697105407715, "learning_rate": 2.2472527472527472e-07, "loss": 0.3293, "step": 891 }, { "epoch": 68.61538461538461, "grad_norm": 38.11023712158203, "learning_rate": 2.2417582417582417e-07, "loss": 0.3834, "step": 892 }, { "epoch": 68.6923076923077, "grad_norm": 24.225868225097656, "learning_rate": 2.2362637362637363e-07, "loss": 0.2437, "step": 893 }, { "epoch": 68.76923076923077, "grad_norm": 68.47807312011719, "learning_rate": 2.2307692307692308e-07, "loss": 0.3667, "step": 894 }, { "epoch": 68.84615384615384, "grad_norm": 24.403871536254883, "learning_rate": 2.225274725274725e-07, "loss": 0.2314, "step": 895 }, { "epoch": 68.92307692307692, "grad_norm": 18.18380355834961, "learning_rate": 2.2197802197802196e-07, "loss": 0.3134, "step": 896 }, { "epoch": 69.0, "grad_norm": 42.46723937988281, "learning_rate": 2.214285714285714e-07, "loss": 0.2969, "step": 897 }, { "epoch": 69.0, "eval_accuracy": 0.8681318681318682, "eval_loss": 0.4000367522239685, "eval_runtime": 1.118, "eval_samples_per_second": 244.194, "eval_steps_per_second": 8.05, "step": 897 }, { "epoch": 69.07692307692308, "grad_norm": 56.44014358520508, "learning_rate": 2.2087912087912087e-07, "loss": 0.3075, "step": 898 }, { "epoch": 69.15384615384616, "grad_norm": 23.53861427307129, "learning_rate": 2.2032967032967031e-07, "loss": 0.3587, "step": 899 }, { "epoch": 69.23076923076923, "grad_norm": 39.69929122924805, "learning_rate": 2.1978021978021976e-07, "loss": 0.3369, "step": 900 }, { "epoch": 69.3076923076923, "grad_norm": 18.610008239746094, "learning_rate": 2.1923076923076922e-07, "loss": 0.2189, "step": 901 }, { "epoch": 69.38461538461539, "grad_norm": 69.00979614257812, "learning_rate": 2.1868131868131867e-07, "loss": 0.306, "step": 902 }, { "epoch": 69.46153846153847, "grad_norm": 20.80260467529297, "learning_rate": 2.1813186813186814e-07, "loss": 0.2806, "step": 903 }, { "epoch": 69.53846153846153, "grad_norm": 26.936521530151367, "learning_rate": 2.1758241758241758e-07, "loss": 0.3622, "step": 904 }, { "epoch": 69.61538461538461, "grad_norm": 20.70525550842285, "learning_rate": 2.1703296703296702e-07, "loss": 0.3061, "step": 905 }, { "epoch": 69.6923076923077, "grad_norm": 15.997258186340332, "learning_rate": 2.164835164835165e-07, "loss": 0.2559, "step": 906 }, { "epoch": 69.76923076923077, "grad_norm": 19.94540786743164, "learning_rate": 2.1593406593406593e-07, "loss": 0.3265, "step": 907 }, { "epoch": 69.84615384615384, "grad_norm": 36.327491760253906, "learning_rate": 2.153846153846154e-07, "loss": 0.2866, "step": 908 }, { "epoch": 69.92307692307692, "grad_norm": 42.382022857666016, "learning_rate": 2.1483516483516481e-07, "loss": 0.2064, "step": 909 }, { "epoch": 70.0, "grad_norm": 72.48542022705078, "learning_rate": 2.1428571428571426e-07, "loss": 0.2755, "step": 910 }, { "epoch": 70.0, "eval_accuracy": 0.8901098901098901, "eval_loss": 0.402130126953125, "eval_runtime": 1.1351, "eval_samples_per_second": 240.508, "eval_steps_per_second": 7.929, "step": 910 }, { "epoch": 70.07692307692308, "grad_norm": 70.09199523925781, "learning_rate": 2.1373626373626373e-07, "loss": 0.2214, "step": 911 }, { "epoch": 70.15384615384616, "grad_norm": 25.003231048583984, "learning_rate": 2.1318681318681317e-07, "loss": 0.3207, "step": 912 }, { "epoch": 70.23076923076923, "grad_norm": 28.168167114257812, "learning_rate": 2.126373626373626e-07, "loss": 0.1757, "step": 913 }, { "epoch": 70.3076923076923, "grad_norm": 56.36861801147461, "learning_rate": 2.1208791208791208e-07, "loss": 0.1596, "step": 914 }, { "epoch": 70.38461538461539, "grad_norm": 16.1929874420166, "learning_rate": 2.1153846153846152e-07, "loss": 0.1974, "step": 915 }, { "epoch": 70.46153846153847, "grad_norm": 16.39197540283203, "learning_rate": 2.10989010989011e-07, "loss": 0.2411, "step": 916 }, { "epoch": 70.53846153846153, "grad_norm": 11.370803833007812, "learning_rate": 2.1043956043956043e-07, "loss": 0.3836, "step": 917 }, { "epoch": 70.61538461538461, "grad_norm": 17.150814056396484, "learning_rate": 2.0989010989010987e-07, "loss": 0.3258, "step": 918 }, { "epoch": 70.6923076923077, "grad_norm": 16.607290267944336, "learning_rate": 2.0934065934065934e-07, "loss": 0.3135, "step": 919 }, { "epoch": 70.76923076923077, "grad_norm": 11.071083068847656, "learning_rate": 2.0879120879120878e-07, "loss": 0.3201, "step": 920 }, { "epoch": 70.84615384615384, "grad_norm": 17.934782028198242, "learning_rate": 2.0824175824175825e-07, "loss": 0.3074, "step": 921 }, { "epoch": 70.92307692307692, "grad_norm": 26.339231491088867, "learning_rate": 2.076923076923077e-07, "loss": 0.2264, "step": 922 }, { "epoch": 71.0, "grad_norm": 16.59794044494629, "learning_rate": 2.0714285714285714e-07, "loss": 0.2835, "step": 923 }, { "epoch": 71.0, "eval_accuracy": 0.8608058608058609, "eval_loss": 0.4005388617515564, "eval_runtime": 1.1164, "eval_samples_per_second": 244.545, "eval_steps_per_second": 8.062, "step": 923 }, { "epoch": 71.07692307692308, "grad_norm": 9.026397705078125, "learning_rate": 2.0659340659340658e-07, "loss": 0.2416, "step": 924 }, { "epoch": 71.15384615384616, "grad_norm": 61.40522384643555, "learning_rate": 2.0604395604395602e-07, "loss": 0.3878, "step": 925 }, { "epoch": 71.23076923076923, "grad_norm": 27.80998992919922, "learning_rate": 2.0549450549450546e-07, "loss": 0.251, "step": 926 }, { "epoch": 71.3076923076923, "grad_norm": 46.443016052246094, "learning_rate": 2.0494505494505493e-07, "loss": 0.2153, "step": 927 }, { "epoch": 71.38461538461539, "grad_norm": 14.31997013092041, "learning_rate": 2.0439560439560437e-07, "loss": 0.221, "step": 928 }, { "epoch": 71.46153846153847, "grad_norm": 25.05767059326172, "learning_rate": 2.0384615384615384e-07, "loss": 0.4758, "step": 929 }, { "epoch": 71.53846153846153, "grad_norm": 44.22671127319336, "learning_rate": 2.0329670329670329e-07, "loss": 0.2967, "step": 930 }, { "epoch": 71.61538461538461, "grad_norm": 18.20001983642578, "learning_rate": 2.0274725274725273e-07, "loss": 0.2641, "step": 931 }, { "epoch": 71.6923076923077, "grad_norm": 22.697128295898438, "learning_rate": 2.021978021978022e-07, "loss": 0.3592, "step": 932 }, { "epoch": 71.76923076923077, "grad_norm": 12.469985008239746, "learning_rate": 2.0164835164835164e-07, "loss": 0.2482, "step": 933 }, { "epoch": 71.84615384615384, "grad_norm": 29.502037048339844, "learning_rate": 2.010989010989011e-07, "loss": 0.379, "step": 934 }, { "epoch": 71.92307692307692, "grad_norm": 19.28409767150879, "learning_rate": 2.0054945054945055e-07, "loss": 0.1778, "step": 935 }, { "epoch": 72.0, "grad_norm": 31.182811737060547, "learning_rate": 2e-07, "loss": 0.2487, "step": 936 }, { "epoch": 72.0, "eval_accuracy": 0.8608058608058609, "eval_loss": 0.39979395270347595, "eval_runtime": 1.1311, "eval_samples_per_second": 241.355, "eval_steps_per_second": 7.957, "step": 936 }, { "epoch": 72.07692307692308, "grad_norm": 31.833934783935547, "learning_rate": 1.9945054945054946e-07, "loss": 0.4253, "step": 937 }, { "epoch": 72.15384615384616, "grad_norm": 28.616756439208984, "learning_rate": 1.9890109890109888e-07, "loss": 0.2233, "step": 938 }, { "epoch": 72.23076923076923, "grad_norm": 25.901647567749023, "learning_rate": 1.9835164835164834e-07, "loss": 0.3031, "step": 939 }, { "epoch": 72.3076923076923, "grad_norm": 24.889875411987305, "learning_rate": 1.9780219780219779e-07, "loss": 0.3256, "step": 940 }, { "epoch": 72.38461538461539, "grad_norm": 18.4163875579834, "learning_rate": 1.9725274725274723e-07, "loss": 0.2354, "step": 941 }, { "epoch": 72.46153846153847, "grad_norm": 20.57263946533203, "learning_rate": 1.967032967032967e-07, "loss": 0.4694, "step": 942 }, { "epoch": 72.53846153846153, "grad_norm": 9.339126586914062, "learning_rate": 1.9615384615384614e-07, "loss": 0.2179, "step": 943 }, { "epoch": 72.61538461538461, "grad_norm": 17.69148826599121, "learning_rate": 1.956043956043956e-07, "loss": 0.257, "step": 944 }, { "epoch": 72.6923076923077, "grad_norm": 16.176403045654297, "learning_rate": 1.9505494505494505e-07, "loss": 0.2447, "step": 945 }, { "epoch": 72.76923076923077, "grad_norm": 43.92056655883789, "learning_rate": 1.945054945054945e-07, "loss": 0.304, "step": 946 }, { "epoch": 72.84615384615384, "grad_norm": 40.86082077026367, "learning_rate": 1.9395604395604396e-07, "loss": 0.3033, "step": 947 }, { "epoch": 72.92307692307692, "grad_norm": 22.98697280883789, "learning_rate": 1.934065934065934e-07, "loss": 0.1866, "step": 948 }, { "epoch": 73.0, "grad_norm": 33.42609786987305, "learning_rate": 1.9285714285714284e-07, "loss": 0.2447, "step": 949 }, { "epoch": 73.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.39873790740966797, "eval_runtime": 1.1692, "eval_samples_per_second": 233.495, "eval_steps_per_second": 7.698, "step": 949 }, { "epoch": 73.07692307692308, "grad_norm": 21.049135208129883, "learning_rate": 1.9230769230769231e-07, "loss": 0.3204, "step": 950 }, { "epoch": 73.15384615384616, "grad_norm": 11.797734260559082, "learning_rate": 1.9175824175824176e-07, "loss": 0.1428, "step": 951 }, { "epoch": 73.23076923076923, "grad_norm": 12.446518898010254, "learning_rate": 1.912087912087912e-07, "loss": 0.3126, "step": 952 }, { "epoch": 73.3076923076923, "grad_norm": 47.968875885009766, "learning_rate": 1.9065934065934064e-07, "loss": 0.2696, "step": 953 }, { "epoch": 73.38461538461539, "grad_norm": 13.867989540100098, "learning_rate": 1.9010989010989008e-07, "loss": 0.2596, "step": 954 }, { "epoch": 73.46153846153847, "grad_norm": 32.48763656616211, "learning_rate": 1.8956043956043955e-07, "loss": 0.268, "step": 955 }, { "epoch": 73.53846153846153, "grad_norm": 30.51234245300293, "learning_rate": 1.89010989010989e-07, "loss": 0.3152, "step": 956 }, { "epoch": 73.61538461538461, "grad_norm": 44.640296936035156, "learning_rate": 1.8846153846153846e-07, "loss": 0.3535, "step": 957 }, { "epoch": 73.6923076923077, "grad_norm": 9.858158111572266, "learning_rate": 1.879120879120879e-07, "loss": 0.167, "step": 958 }, { "epoch": 73.76923076923077, "grad_norm": 19.009138107299805, "learning_rate": 1.8736263736263735e-07, "loss": 0.2891, "step": 959 }, { "epoch": 73.84615384615384, "grad_norm": 16.240201950073242, "learning_rate": 1.8681318681318681e-07, "loss": 0.3091, "step": 960 }, { "epoch": 73.92307692307692, "grad_norm": 14.103711128234863, "learning_rate": 1.8626373626373626e-07, "loss": 0.2648, "step": 961 }, { "epoch": 74.0, "grad_norm": 35.61383819580078, "learning_rate": 1.8571428571428572e-07, "loss": 0.3512, "step": 962 }, { "epoch": 74.0, "eval_accuracy": 0.8717948717948718, "eval_loss": 0.3970343768596649, "eval_runtime": 1.2431, "eval_samples_per_second": 219.611, "eval_steps_per_second": 7.24, "step": 962 }, { "epoch": 74.07692307692308, "grad_norm": 36.68638229370117, "learning_rate": 1.8516483516483517e-07, "loss": 0.3599, "step": 963 }, { "epoch": 74.15384615384616, "grad_norm": 14.120869636535645, "learning_rate": 1.846153846153846e-07, "loss": 0.3249, "step": 964 }, { "epoch": 74.23076923076923, "grad_norm": 56.63090515136719, "learning_rate": 1.8406593406593408e-07, "loss": 0.2726, "step": 965 }, { "epoch": 74.3076923076923, "grad_norm": 14.985784530639648, "learning_rate": 1.835164835164835e-07, "loss": 0.3421, "step": 966 }, { "epoch": 74.38461538461539, "grad_norm": 15.718457221984863, "learning_rate": 1.8296703296703294e-07, "loss": 0.2636, "step": 967 }, { "epoch": 74.46153846153847, "grad_norm": 37.408878326416016, "learning_rate": 1.824175824175824e-07, "loss": 0.3242, "step": 968 }, { "epoch": 74.53846153846153, "grad_norm": 36.759727478027344, "learning_rate": 1.8186813186813185e-07, "loss": 0.2751, "step": 969 }, { "epoch": 74.61538461538461, "grad_norm": 14.700911521911621, "learning_rate": 1.8131868131868131e-07, "loss": 0.3383, "step": 970 }, { "epoch": 74.6923076923077, "grad_norm": 11.551661491394043, "learning_rate": 1.8076923076923076e-07, "loss": 0.2389, "step": 971 }, { "epoch": 74.76923076923077, "grad_norm": 31.423828125, "learning_rate": 1.802197802197802e-07, "loss": 0.1946, "step": 972 }, { "epoch": 74.84615384615384, "grad_norm": 28.717533111572266, "learning_rate": 1.7967032967032967e-07, "loss": 0.2458, "step": 973 }, { "epoch": 74.92307692307692, "grad_norm": 19.958995819091797, "learning_rate": 1.791208791208791e-07, "loss": 0.3409, "step": 974 }, { "epoch": 75.0, "grad_norm": 30.608837127685547, "learning_rate": 1.7857142857142858e-07, "loss": 0.2303, "step": 975 }, { "epoch": 75.0, "eval_accuracy": 0.8681318681318682, "eval_loss": 0.3974885046482086, "eval_runtime": 1.1606, "eval_samples_per_second": 235.224, "eval_steps_per_second": 7.755, "step": 975 }, { "epoch": 75.07692307692308, "grad_norm": 32.37730026245117, "learning_rate": 1.7802197802197802e-07, "loss": 0.1736, "step": 976 }, { "epoch": 75.15384615384616, "grad_norm": 11.48402214050293, "learning_rate": 1.7747252747252746e-07, "loss": 0.2139, "step": 977 }, { "epoch": 75.23076923076923, "grad_norm": 19.316150665283203, "learning_rate": 1.7692307692307693e-07, "loss": 0.2716, "step": 978 }, { "epoch": 75.3076923076923, "grad_norm": 14.50655746459961, "learning_rate": 1.7637362637362637e-07, "loss": 0.2003, "step": 979 }, { "epoch": 75.38461538461539, "grad_norm": 18.723644256591797, "learning_rate": 1.7582417582417584e-07, "loss": 0.332, "step": 980 }, { "epoch": 75.46153846153847, "grad_norm": 32.94012451171875, "learning_rate": 1.7527472527472526e-07, "loss": 0.2839, "step": 981 }, { "epoch": 75.53846153846153, "grad_norm": 34.73020935058594, "learning_rate": 1.747252747252747e-07, "loss": 0.2562, "step": 982 }, { "epoch": 75.61538461538461, "grad_norm": 60.89185333251953, "learning_rate": 1.7417582417582417e-07, "loss": 0.3547, "step": 983 }, { "epoch": 75.6923076923077, "grad_norm": 16.776145935058594, "learning_rate": 1.736263736263736e-07, "loss": 0.2512, "step": 984 }, { "epoch": 75.76923076923077, "grad_norm": 19.30522918701172, "learning_rate": 1.7307692307692305e-07, "loss": 0.2023, "step": 985 }, { "epoch": 75.84615384615384, "grad_norm": 11.781194686889648, "learning_rate": 1.7252747252747252e-07, "loss": 0.2992, "step": 986 }, { "epoch": 75.92307692307692, "grad_norm": 13.047507286071777, "learning_rate": 1.7197802197802196e-07, "loss": 0.3022, "step": 987 }, { "epoch": 76.0, "grad_norm": 34.262794494628906, "learning_rate": 1.7142857142857143e-07, "loss": 0.2271, "step": 988 }, { "epoch": 76.0, "eval_accuracy": 0.8791208791208791, "eval_loss": 0.3975944519042969, "eval_runtime": 1.2081, "eval_samples_per_second": 225.969, "eval_steps_per_second": 7.45, "step": 988 }, { "epoch": 76.07692307692308, "grad_norm": 16.15636444091797, "learning_rate": 1.7087912087912087e-07, "loss": 0.2356, "step": 989 }, { "epoch": 76.15384615384616, "grad_norm": 17.276681900024414, "learning_rate": 1.7032967032967032e-07, "loss": 0.2544, "step": 990 }, { "epoch": 76.23076923076923, "grad_norm": 33.257225036621094, "learning_rate": 1.6978021978021979e-07, "loss": 0.269, "step": 991 }, { "epoch": 76.3076923076923, "grad_norm": 16.688648223876953, "learning_rate": 1.6923076923076923e-07, "loss": 0.3099, "step": 992 }, { "epoch": 76.38461538461539, "grad_norm": 13.680154800415039, "learning_rate": 1.686813186813187e-07, "loss": 0.3369, "step": 993 }, { "epoch": 76.46153846153847, "grad_norm": 20.23842430114746, "learning_rate": 1.6813186813186814e-07, "loss": 0.3049, "step": 994 }, { "epoch": 76.53846153846153, "grad_norm": 46.22062683105469, "learning_rate": 1.6758241758241755e-07, "loss": 0.2654, "step": 995 }, { "epoch": 76.61538461538461, "grad_norm": 41.821693420410156, "learning_rate": 1.6703296703296702e-07, "loss": 0.2772, "step": 996 }, { "epoch": 76.6923076923077, "grad_norm": 27.562545776367188, "learning_rate": 1.6648351648351646e-07, "loss": 0.2243, "step": 997 }, { "epoch": 76.76923076923077, "grad_norm": 51.106075286865234, "learning_rate": 1.6593406593406593e-07, "loss": 0.242, "step": 998 }, { "epoch": 76.84615384615384, "grad_norm": 114.49594116210938, "learning_rate": 1.6538461538461538e-07, "loss": 0.2771, "step": 999 }, { "epoch": 76.92307692307692, "grad_norm": 41.6959342956543, "learning_rate": 1.6483516483516482e-07, "loss": 0.2282, "step": 1000 }, { "epoch": 77.0, "grad_norm": 13.647109985351562, "learning_rate": 1.6428571428571429e-07, "loss": 0.2325, "step": 1001 }, { "epoch": 77.0, "eval_accuracy": 0.8937728937728938, "eval_loss": 0.3980189263820648, "eval_runtime": 1.1333, "eval_samples_per_second": 240.895, "eval_steps_per_second": 7.942, "step": 1001 }, { "epoch": 77.07692307692308, "grad_norm": 18.995927810668945, "learning_rate": 1.6373626373626373e-07, "loss": 0.4076, "step": 1002 }, { "epoch": 77.15384615384616, "grad_norm": 25.934280395507812, "learning_rate": 1.6318681318681317e-07, "loss": 0.2946, "step": 1003 }, { "epoch": 77.23076923076923, "grad_norm": 46.51137161254883, "learning_rate": 1.6263736263736264e-07, "loss": 0.2807, "step": 1004 }, { "epoch": 77.3076923076923, "grad_norm": 21.242460250854492, "learning_rate": 1.6208791208791208e-07, "loss": 0.2802, "step": 1005 }, { "epoch": 77.38461538461539, "grad_norm": 62.15003967285156, "learning_rate": 1.6153846153846155e-07, "loss": 0.4318, "step": 1006 }, { "epoch": 77.46153846153847, "grad_norm": 20.87152671813965, "learning_rate": 1.60989010989011e-07, "loss": 0.3278, "step": 1007 }, { "epoch": 77.53846153846153, "grad_norm": 12.483511924743652, "learning_rate": 1.6043956043956043e-07, "loss": 0.1436, "step": 1008 }, { "epoch": 77.61538461538461, "grad_norm": 43.768226623535156, "learning_rate": 1.5989010989010988e-07, "loss": 0.1982, "step": 1009 }, { "epoch": 77.6923076923077, "grad_norm": 20.167402267456055, "learning_rate": 1.5934065934065932e-07, "loss": 0.1499, "step": 1010 }, { "epoch": 77.76923076923077, "grad_norm": 68.07878112792969, "learning_rate": 1.5879120879120879e-07, "loss": 0.3067, "step": 1011 }, { "epoch": 77.84615384615384, "grad_norm": 15.640403747558594, "learning_rate": 1.5824175824175823e-07, "loss": 0.2235, "step": 1012 }, { "epoch": 77.92307692307692, "grad_norm": 10.323185920715332, "learning_rate": 1.5769230769230767e-07, "loss": 0.2944, "step": 1013 }, { "epoch": 78.0, "grad_norm": 14.537531852722168, "learning_rate": 1.5714285714285714e-07, "loss": 0.2517, "step": 1014 }, { "epoch": 78.0, "eval_accuracy": 0.8901098901098901, "eval_loss": 0.3965360224246979, "eval_runtime": 1.1081, "eval_samples_per_second": 246.367, "eval_steps_per_second": 8.122, "step": 1014 }, { "epoch": 78.07692307692308, "grad_norm": 34.782508850097656, "learning_rate": 1.5659340659340658e-07, "loss": 0.2844, "step": 1015 }, { "epoch": 78.15384615384616, "grad_norm": 22.120681762695312, "learning_rate": 1.5604395604395605e-07, "loss": 0.2467, "step": 1016 }, { "epoch": 78.23076923076923, "grad_norm": 61.82678985595703, "learning_rate": 1.554945054945055e-07, "loss": 0.3018, "step": 1017 }, { "epoch": 78.3076923076923, "grad_norm": 21.44407081604004, "learning_rate": 1.5494505494505493e-07, "loss": 0.3692, "step": 1018 }, { "epoch": 78.38461538461539, "grad_norm": 30.933109283447266, "learning_rate": 1.543956043956044e-07, "loss": 0.3199, "step": 1019 }, { "epoch": 78.46153846153847, "grad_norm": 12.75586223602295, "learning_rate": 1.5384615384615385e-07, "loss": 0.3049, "step": 1020 }, { "epoch": 78.53846153846153, "grad_norm": 12.015470504760742, "learning_rate": 1.532967032967033e-07, "loss": 0.131, "step": 1021 }, { "epoch": 78.61538461538461, "grad_norm": 54.986263275146484, "learning_rate": 1.5274725274725276e-07, "loss": 0.2717, "step": 1022 }, { "epoch": 78.6923076923077, "grad_norm": 34.28273010253906, "learning_rate": 1.5219780219780217e-07, "loss": 0.4164, "step": 1023 }, { "epoch": 78.76923076923077, "grad_norm": 21.848403930664062, "learning_rate": 1.5164835164835164e-07, "loss": 0.2288, "step": 1024 }, { "epoch": 78.84615384615384, "grad_norm": 36.61593246459961, "learning_rate": 1.5109890109890108e-07, "loss": 0.3806, "step": 1025 }, { "epoch": 78.92307692307692, "grad_norm": 24.660676956176758, "learning_rate": 1.5054945054945052e-07, "loss": 0.2891, "step": 1026 }, { "epoch": 79.0, "grad_norm": 77.06072235107422, "learning_rate": 1.5e-07, "loss": 0.2839, "step": 1027 }, { "epoch": 79.0, "eval_accuracy": 0.8937728937728938, "eval_loss": 0.3955582082271576, "eval_runtime": 1.1223, "eval_samples_per_second": 243.253, "eval_steps_per_second": 8.019, "step": 1027 }, { "epoch": 79.07692307692308, "grad_norm": 26.479942321777344, "learning_rate": 1.4945054945054944e-07, "loss": 0.2187, "step": 1028 }, { "epoch": 79.15384615384616, "grad_norm": 14.23984146118164, "learning_rate": 1.489010989010989e-07, "loss": 0.2779, "step": 1029 }, { "epoch": 79.23076923076923, "grad_norm": 51.32780075073242, "learning_rate": 1.4835164835164835e-07, "loss": 0.3606, "step": 1030 }, { "epoch": 79.3076923076923, "grad_norm": 10.091605186462402, "learning_rate": 1.478021978021978e-07, "loss": 0.1409, "step": 1031 }, { "epoch": 79.38461538461539, "grad_norm": 18.981121063232422, "learning_rate": 1.4725274725274726e-07, "loss": 0.2879, "step": 1032 }, { "epoch": 79.46153846153847, "grad_norm": 14.410721778869629, "learning_rate": 1.467032967032967e-07, "loss": 0.1563, "step": 1033 }, { "epoch": 79.53846153846153, "grad_norm": 26.860532760620117, "learning_rate": 1.4615384615384617e-07, "loss": 0.3891, "step": 1034 }, { "epoch": 79.61538461538461, "grad_norm": 13.68079948425293, "learning_rate": 1.456043956043956e-07, "loss": 0.3176, "step": 1035 }, { "epoch": 79.6923076923077, "grad_norm": 13.277116775512695, "learning_rate": 1.4505494505494505e-07, "loss": 0.3901, "step": 1036 }, { "epoch": 79.76923076923077, "grad_norm": 46.83804702758789, "learning_rate": 1.445054945054945e-07, "loss": 0.2473, "step": 1037 }, { "epoch": 79.84615384615384, "grad_norm": 13.368667602539062, "learning_rate": 1.4395604395604394e-07, "loss": 0.2826, "step": 1038 }, { "epoch": 79.92307692307692, "grad_norm": 40.29953384399414, "learning_rate": 1.4340659340659338e-07, "loss": 0.3554, "step": 1039 }, { "epoch": 80.0, "grad_norm": 27.23845672607422, "learning_rate": 1.4285714285714285e-07, "loss": 0.1994, "step": 1040 }, { "epoch": 80.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.39403265714645386, "eval_runtime": 1.1629, "eval_samples_per_second": 234.763, "eval_steps_per_second": 7.739, "step": 1040 }, { "epoch": 80.07692307692308, "grad_norm": 15.382060050964355, "learning_rate": 1.423076923076923e-07, "loss": 0.2468, "step": 1041 }, { "epoch": 80.15384615384616, "grad_norm": 23.910512924194336, "learning_rate": 1.4175824175824176e-07, "loss": 0.2444, "step": 1042 }, { "epoch": 80.23076923076923, "grad_norm": 41.004886627197266, "learning_rate": 1.412087912087912e-07, "loss": 0.2323, "step": 1043 }, { "epoch": 80.3076923076923, "grad_norm": 37.917694091796875, "learning_rate": 1.4065934065934064e-07, "loss": 0.3993, "step": 1044 }, { "epoch": 80.38461538461539, "grad_norm": 13.488092422485352, "learning_rate": 1.401098901098901e-07, "loss": 0.2223, "step": 1045 }, { "epoch": 80.46153846153847, "grad_norm": 9.797901153564453, "learning_rate": 1.3956043956043955e-07, "loss": 0.2171, "step": 1046 }, { "epoch": 80.53846153846153, "grad_norm": 36.480506896972656, "learning_rate": 1.3901098901098902e-07, "loss": 0.32, "step": 1047 }, { "epoch": 80.61538461538461, "grad_norm": 16.1761531829834, "learning_rate": 1.3846153846153846e-07, "loss": 0.2911, "step": 1048 }, { "epoch": 80.6923076923077, "grad_norm": 18.250436782836914, "learning_rate": 1.379120879120879e-07, "loss": 0.2954, "step": 1049 }, { "epoch": 80.76923076923077, "grad_norm": 43.95055389404297, "learning_rate": 1.3736263736263737e-07, "loss": 0.2638, "step": 1050 }, { "epoch": 80.84615384615384, "grad_norm": 16.664339065551758, "learning_rate": 1.3681318681318682e-07, "loss": 0.275, "step": 1051 }, { "epoch": 80.92307692307692, "grad_norm": 28.342500686645508, "learning_rate": 1.3626373626373626e-07, "loss": 0.4501, "step": 1052 }, { "epoch": 81.0, "grad_norm": 63.4267463684082, "learning_rate": 1.357142857142857e-07, "loss": 0.4525, "step": 1053 }, { "epoch": 81.0, "eval_accuracy": 0.8864468864468864, "eval_loss": 0.3933567404747009, "eval_runtime": 1.0955, "eval_samples_per_second": 249.209, "eval_steps_per_second": 8.216, "step": 1053 }, { "epoch": 81.07692307692308, "grad_norm": 16.292680740356445, "learning_rate": 1.3516483516483514e-07, "loss": 0.2076, "step": 1054 }, { "epoch": 81.15384615384616, "grad_norm": 40.223182678222656, "learning_rate": 1.346153846153846e-07, "loss": 0.208, "step": 1055 }, { "epoch": 81.23076923076923, "grad_norm": 11.992828369140625, "learning_rate": 1.3406593406593405e-07, "loss": 0.4298, "step": 1056 }, { "epoch": 81.3076923076923, "grad_norm": 36.962459564208984, "learning_rate": 1.335164835164835e-07, "loss": 0.272, "step": 1057 }, { "epoch": 81.38461538461539, "grad_norm": 19.459056854248047, "learning_rate": 1.3296703296703296e-07, "loss": 0.1905, "step": 1058 }, { "epoch": 81.46153846153847, "grad_norm": 29.394771575927734, "learning_rate": 1.324175824175824e-07, "loss": 0.3059, "step": 1059 }, { "epoch": 81.53846153846153, "grad_norm": 22.794652938842773, "learning_rate": 1.3186813186813187e-07, "loss": 0.2656, "step": 1060 }, { "epoch": 81.61538461538461, "grad_norm": 19.045024871826172, "learning_rate": 1.3131868131868132e-07, "loss": 0.3158, "step": 1061 }, { "epoch": 81.6923076923077, "grad_norm": 26.779314041137695, "learning_rate": 1.3076923076923076e-07, "loss": 0.4056, "step": 1062 }, { "epoch": 81.76923076923077, "grad_norm": 17.497825622558594, "learning_rate": 1.3021978021978023e-07, "loss": 0.1799, "step": 1063 }, { "epoch": 81.84615384615384, "grad_norm": 27.940723419189453, "learning_rate": 1.2967032967032967e-07, "loss": 0.19, "step": 1064 }, { "epoch": 81.92307692307692, "grad_norm": 31.93444061279297, "learning_rate": 1.2912087912087914e-07, "loss": 0.2749, "step": 1065 }, { "epoch": 82.0, "grad_norm": 18.78568458557129, "learning_rate": 1.2857142857142855e-07, "loss": 0.2178, "step": 1066 }, { "epoch": 82.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3930392563343048, "eval_runtime": 1.1497, "eval_samples_per_second": 237.449, "eval_steps_per_second": 7.828, "step": 1066 }, { "epoch": 82.07692307692308, "grad_norm": 32.733428955078125, "learning_rate": 1.28021978021978e-07, "loss": 0.3279, "step": 1067 }, { "epoch": 82.15384615384616, "grad_norm": 13.686680793762207, "learning_rate": 1.2747252747252747e-07, "loss": 0.2722, "step": 1068 }, { "epoch": 82.23076923076923, "grad_norm": 10.552693367004395, "learning_rate": 1.269230769230769e-07, "loss": 0.2876, "step": 1069 }, { "epoch": 82.3076923076923, "grad_norm": 30.948087692260742, "learning_rate": 1.2637362637362638e-07, "loss": 0.3808, "step": 1070 }, { "epoch": 82.38461538461539, "grad_norm": 15.032044410705566, "learning_rate": 1.2582417582417582e-07, "loss": 0.2184, "step": 1071 }, { "epoch": 82.46153846153847, "grad_norm": 25.3967342376709, "learning_rate": 1.2527472527472526e-07, "loss": 0.2408, "step": 1072 }, { "epoch": 82.53846153846153, "grad_norm": 21.934955596923828, "learning_rate": 1.2472527472527473e-07, "loss": 0.2395, "step": 1073 }, { "epoch": 82.61538461538461, "grad_norm": 14.179574966430664, "learning_rate": 1.2417582417582417e-07, "loss": 0.263, "step": 1074 }, { "epoch": 82.6923076923077, "grad_norm": 32.95867919921875, "learning_rate": 1.236263736263736e-07, "loss": 0.3389, "step": 1075 }, { "epoch": 82.76923076923077, "grad_norm": 16.36202621459961, "learning_rate": 1.2307692307692308e-07, "loss": 0.3296, "step": 1076 }, { "epoch": 82.84615384615384, "grad_norm": 61.08626174926758, "learning_rate": 1.2252747252747252e-07, "loss": 0.3728, "step": 1077 }, { "epoch": 82.92307692307692, "grad_norm": 32.991214752197266, "learning_rate": 1.2197802197802197e-07, "loss": 0.3121, "step": 1078 }, { "epoch": 83.0, "grad_norm": 24.813508987426758, "learning_rate": 1.2142857142857143e-07, "loss": 0.2784, "step": 1079 }, { "epoch": 83.0, "eval_accuracy": 0.8901098901098901, "eval_loss": 0.39292335510253906, "eval_runtime": 1.0955, "eval_samples_per_second": 249.197, "eval_steps_per_second": 8.215, "step": 1079 }, { "epoch": 83.07692307692308, "grad_norm": 32.1732177734375, "learning_rate": 1.2087912087912088e-07, "loss": 0.3004, "step": 1080 }, { "epoch": 83.15384615384616, "grad_norm": 22.907392501831055, "learning_rate": 1.2032967032967032e-07, "loss": 0.2532, "step": 1081 }, { "epoch": 83.23076923076923, "grad_norm": 27.776500701904297, "learning_rate": 1.197802197802198e-07, "loss": 0.217, "step": 1082 }, { "epoch": 83.3076923076923, "grad_norm": 12.323370933532715, "learning_rate": 1.1923076923076923e-07, "loss": 0.2751, "step": 1083 }, { "epoch": 83.38461538461539, "grad_norm": 29.835268020629883, "learning_rate": 1.1868131868131867e-07, "loss": 0.2792, "step": 1084 }, { "epoch": 83.46153846153847, "grad_norm": 10.211678504943848, "learning_rate": 1.1813186813186813e-07, "loss": 0.2218, "step": 1085 }, { "epoch": 83.53846153846153, "grad_norm": 15.989296913146973, "learning_rate": 1.1758241758241757e-07, "loss": 0.3765, "step": 1086 }, { "epoch": 83.61538461538461, "grad_norm": 31.318416595458984, "learning_rate": 1.1703296703296702e-07, "loss": 0.1521, "step": 1087 }, { "epoch": 83.6923076923077, "grad_norm": 29.925222396850586, "learning_rate": 1.1648351648351648e-07, "loss": 0.3002, "step": 1088 }, { "epoch": 83.76923076923077, "grad_norm": 10.597570419311523, "learning_rate": 1.1593406593406594e-07, "loss": 0.1824, "step": 1089 }, { "epoch": 83.84615384615384, "grad_norm": 36.989013671875, "learning_rate": 1.1538461538461539e-07, "loss": 0.3892, "step": 1090 }, { "epoch": 83.92307692307692, "grad_norm": 25.89579963684082, "learning_rate": 1.1483516483516482e-07, "loss": 0.2838, "step": 1091 }, { "epoch": 84.0, "grad_norm": 18.209617614746094, "learning_rate": 1.1428571428571427e-07, "loss": 0.1956, "step": 1092 }, { "epoch": 84.0, "eval_accuracy": 0.8901098901098901, "eval_loss": 0.39295080304145813, "eval_runtime": 1.1581, "eval_samples_per_second": 235.74, "eval_steps_per_second": 7.772, "step": 1092 }, { "epoch": 84.07692307692308, "grad_norm": 14.860452651977539, "learning_rate": 1.1373626373626373e-07, "loss": 0.2907, "step": 1093 }, { "epoch": 84.15384615384616, "grad_norm": 28.178285598754883, "learning_rate": 1.1318681318681319e-07, "loss": 0.1838, "step": 1094 }, { "epoch": 84.23076923076923, "grad_norm": 16.352636337280273, "learning_rate": 1.1263736263736264e-07, "loss": 0.2478, "step": 1095 }, { "epoch": 84.3076923076923, "grad_norm": 19.86312484741211, "learning_rate": 1.1208791208791208e-07, "loss": 0.2824, "step": 1096 }, { "epoch": 84.38461538461539, "grad_norm": 9.781262397766113, "learning_rate": 1.1153846153846154e-07, "loss": 0.2398, "step": 1097 }, { "epoch": 84.46153846153847, "grad_norm": 31.852371215820312, "learning_rate": 1.1098901098901098e-07, "loss": 0.3348, "step": 1098 }, { "epoch": 84.53846153846153, "grad_norm": 55.224281311035156, "learning_rate": 1.1043956043956044e-07, "loss": 0.2502, "step": 1099 }, { "epoch": 84.61538461538461, "grad_norm": 11.642487525939941, "learning_rate": 1.0989010989010988e-07, "loss": 0.2318, "step": 1100 }, { "epoch": 84.6923076923077, "grad_norm": 35.881935119628906, "learning_rate": 1.0934065934065933e-07, "loss": 0.2999, "step": 1101 }, { "epoch": 84.76923076923077, "grad_norm": 15.435508728027344, "learning_rate": 1.0879120879120879e-07, "loss": 0.3004, "step": 1102 }, { "epoch": 84.84615384615384, "grad_norm": 31.106237411499023, "learning_rate": 1.0824175824175824e-07, "loss": 0.2263, "step": 1103 }, { "epoch": 84.92307692307692, "grad_norm": 21.828523635864258, "learning_rate": 1.076923076923077e-07, "loss": 0.335, "step": 1104 }, { "epoch": 85.0, "grad_norm": 26.942888259887695, "learning_rate": 1.0714285714285713e-07, "loss": 0.2713, "step": 1105 }, { "epoch": 85.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.39224952459335327, "eval_runtime": 1.1383, "eval_samples_per_second": 239.837, "eval_steps_per_second": 7.907, "step": 1105 }, { "epoch": 85.07692307692308, "grad_norm": 68.9412612915039, "learning_rate": 1.0659340659340658e-07, "loss": 0.3018, "step": 1106 }, { "epoch": 85.15384615384616, "grad_norm": 27.190933227539062, "learning_rate": 1.0604395604395604e-07, "loss": 0.3277, "step": 1107 }, { "epoch": 85.23076923076923, "grad_norm": 15.02687931060791, "learning_rate": 1.054945054945055e-07, "loss": 0.3104, "step": 1108 }, { "epoch": 85.3076923076923, "grad_norm": 20.111326217651367, "learning_rate": 1.0494505494505494e-07, "loss": 0.2612, "step": 1109 }, { "epoch": 85.38461538461539, "grad_norm": 20.192014694213867, "learning_rate": 1.0439560439560439e-07, "loss": 0.3451, "step": 1110 }, { "epoch": 85.46153846153847, "grad_norm": 20.53421974182129, "learning_rate": 1.0384615384615385e-07, "loss": 0.3045, "step": 1111 }, { "epoch": 85.53846153846153, "grad_norm": 38.649505615234375, "learning_rate": 1.0329670329670329e-07, "loss": 0.2224, "step": 1112 }, { "epoch": 85.61538461538461, "grad_norm": 12.864182472229004, "learning_rate": 1.0274725274725273e-07, "loss": 0.1595, "step": 1113 }, { "epoch": 85.6923076923077, "grad_norm": 11.355697631835938, "learning_rate": 1.0219780219780219e-07, "loss": 0.2605, "step": 1114 }, { "epoch": 85.76923076923077, "grad_norm": 23.82616424560547, "learning_rate": 1.0164835164835164e-07, "loss": 0.4162, "step": 1115 }, { "epoch": 85.84615384615384, "grad_norm": 28.37507438659668, "learning_rate": 1.010989010989011e-07, "loss": 0.3103, "step": 1116 }, { "epoch": 85.92307692307692, "grad_norm": 9.495092391967773, "learning_rate": 1.0054945054945055e-07, "loss": 0.2694, "step": 1117 }, { "epoch": 86.0, "grad_norm": 20.761072158813477, "learning_rate": 1e-07, "loss": 0.2331, "step": 1118 }, { "epoch": 86.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3920447528362274, "eval_runtime": 1.1565, "eval_samples_per_second": 236.057, "eval_steps_per_second": 7.782, "step": 1118 }, { "epoch": 86.07692307692308, "grad_norm": 18.309730529785156, "learning_rate": 9.945054945054944e-08, "loss": 0.2383, "step": 1119 }, { "epoch": 86.15384615384616, "grad_norm": 25.620573043823242, "learning_rate": 9.890109890109889e-08, "loss": 0.3423, "step": 1120 }, { "epoch": 86.23076923076923, "grad_norm": 31.327573776245117, "learning_rate": 9.835164835164835e-08, "loss": 0.3123, "step": 1121 }, { "epoch": 86.3076923076923, "grad_norm": 32.840457916259766, "learning_rate": 9.78021978021978e-08, "loss": 0.3227, "step": 1122 }, { "epoch": 86.38461538461539, "grad_norm": 58.55289077758789, "learning_rate": 9.725274725274725e-08, "loss": 0.3322, "step": 1123 }, { "epoch": 86.46153846153847, "grad_norm": 13.806730270385742, "learning_rate": 9.67032967032967e-08, "loss": 0.2992, "step": 1124 }, { "epoch": 86.53846153846153, "grad_norm": 53.092369079589844, "learning_rate": 9.615384615384616e-08, "loss": 0.3338, "step": 1125 }, { "epoch": 86.61538461538461, "grad_norm": 21.538375854492188, "learning_rate": 9.56043956043956e-08, "loss": 0.3748, "step": 1126 }, { "epoch": 86.6923076923077, "grad_norm": 25.756595611572266, "learning_rate": 9.505494505494504e-08, "loss": 0.2981, "step": 1127 }, { "epoch": 86.76923076923077, "grad_norm": 13.046600341796875, "learning_rate": 9.45054945054945e-08, "loss": 0.2313, "step": 1128 }, { "epoch": 86.84615384615384, "grad_norm": 20.741596221923828, "learning_rate": 9.395604395604395e-08, "loss": 0.2191, "step": 1129 }, { "epoch": 86.92307692307692, "grad_norm": 38.721717834472656, "learning_rate": 9.340659340659341e-08, "loss": 0.2329, "step": 1130 }, { "epoch": 87.0, "grad_norm": 22.74040985107422, "learning_rate": 9.285714285714286e-08, "loss": 0.3294, "step": 1131 }, { "epoch": 87.0, "eval_accuracy": 0.8864468864468864, "eval_loss": 0.39172619581222534, "eval_runtime": 1.122, "eval_samples_per_second": 243.323, "eval_steps_per_second": 8.022, "step": 1131 }, { "epoch": 87.07692307692308, "grad_norm": 18.724618911743164, "learning_rate": 9.23076923076923e-08, "loss": 0.3317, "step": 1132 }, { "epoch": 87.15384615384616, "grad_norm": 42.715763092041016, "learning_rate": 9.175824175824175e-08, "loss": 0.3074, "step": 1133 }, { "epoch": 87.23076923076923, "grad_norm": 26.338850021362305, "learning_rate": 9.12087912087912e-08, "loss": 0.2954, "step": 1134 }, { "epoch": 87.3076923076923, "grad_norm": 25.339736938476562, "learning_rate": 9.065934065934066e-08, "loss": 0.2936, "step": 1135 }, { "epoch": 87.38461538461539, "grad_norm": 7.0106940269470215, "learning_rate": 9.01098901098901e-08, "loss": 0.1326, "step": 1136 }, { "epoch": 87.46153846153847, "grad_norm": 50.82191467285156, "learning_rate": 8.956043956043955e-08, "loss": 0.3622, "step": 1137 }, { "epoch": 87.53846153846153, "grad_norm": 17.702634811401367, "learning_rate": 8.901098901098901e-08, "loss": 0.3243, "step": 1138 }, { "epoch": 87.61538461538461, "grad_norm": 23.67812728881836, "learning_rate": 8.846153846153847e-08, "loss": 0.2709, "step": 1139 }, { "epoch": 87.6923076923077, "grad_norm": 12.000235557556152, "learning_rate": 8.791208791208792e-08, "loss": 0.2287, "step": 1140 }, { "epoch": 87.76923076923077, "grad_norm": 70.25077819824219, "learning_rate": 8.736263736263735e-08, "loss": 0.2259, "step": 1141 }, { "epoch": 87.84615384615384, "grad_norm": 12.197879791259766, "learning_rate": 8.68131868131868e-08, "loss": 0.245, "step": 1142 }, { "epoch": 87.92307692307692, "grad_norm": 26.280141830444336, "learning_rate": 8.626373626373626e-08, "loss": 0.2137, "step": 1143 }, { "epoch": 88.0, "grad_norm": 46.78612518310547, "learning_rate": 8.571428571428572e-08, "loss": 0.2998, "step": 1144 }, { "epoch": 88.0, "eval_accuracy": 0.8864468864468864, "eval_loss": 0.39112868905067444, "eval_runtime": 1.1512, "eval_samples_per_second": 237.153, "eval_steps_per_second": 7.818, "step": 1144 }, { "epoch": 88.07692307692308, "grad_norm": 15.60883617401123, "learning_rate": 8.516483516483516e-08, "loss": 0.3729, "step": 1145 }, { "epoch": 88.15384615384616, "grad_norm": 8.486095428466797, "learning_rate": 8.461538461538461e-08, "loss": 0.2448, "step": 1146 }, { "epoch": 88.23076923076923, "grad_norm": 46.885948181152344, "learning_rate": 8.406593406593407e-08, "loss": 0.3396, "step": 1147 }, { "epoch": 88.3076923076923, "grad_norm": 34.04993438720703, "learning_rate": 8.351648351648351e-08, "loss": 0.308, "step": 1148 }, { "epoch": 88.38461538461539, "grad_norm": 40.31916809082031, "learning_rate": 8.296703296703297e-08, "loss": 0.3373, "step": 1149 }, { "epoch": 88.46153846153847, "grad_norm": 14.59317684173584, "learning_rate": 8.241758241758241e-08, "loss": 0.2992, "step": 1150 }, { "epoch": 88.53846153846153, "grad_norm": 20.247974395751953, "learning_rate": 8.186813186813186e-08, "loss": 0.2632, "step": 1151 }, { "epoch": 88.61538461538461, "grad_norm": 15.864816665649414, "learning_rate": 8.131868131868132e-08, "loss": 0.3327, "step": 1152 }, { "epoch": 88.6923076923077, "grad_norm": 52.70241928100586, "learning_rate": 8.076923076923077e-08, "loss": 0.3339, "step": 1153 }, { "epoch": 88.76923076923077, "grad_norm": 16.58002281188965, "learning_rate": 8.021978021978022e-08, "loss": 0.1744, "step": 1154 }, { "epoch": 88.84615384615384, "grad_norm": 33.79151916503906, "learning_rate": 7.967032967032966e-08, "loss": 0.2575, "step": 1155 }, { "epoch": 88.92307692307692, "grad_norm": 35.447364807128906, "learning_rate": 7.912087912087911e-08, "loss": 0.3079, "step": 1156 }, { "epoch": 89.0, "grad_norm": 30.83775520324707, "learning_rate": 7.857142857142857e-08, "loss": 0.3767, "step": 1157 }, { "epoch": 89.0, "eval_accuracy": 0.8864468864468864, "eval_loss": 0.3908824026584625, "eval_runtime": 1.1795, "eval_samples_per_second": 231.463, "eval_steps_per_second": 7.631, "step": 1157 }, { "epoch": 89.07692307692308, "grad_norm": 54.953548431396484, "learning_rate": 7.802197802197803e-08, "loss": 0.3916, "step": 1158 }, { "epoch": 89.15384615384616, "grad_norm": 19.214235305786133, "learning_rate": 7.747252747252747e-08, "loss": 0.2105, "step": 1159 }, { "epoch": 89.23076923076923, "grad_norm": 29.269330978393555, "learning_rate": 7.692307692307692e-08, "loss": 0.2337, "step": 1160 }, { "epoch": 89.3076923076923, "grad_norm": 29.963050842285156, "learning_rate": 7.637362637362638e-08, "loss": 0.2516, "step": 1161 }, { "epoch": 89.38461538461539, "grad_norm": 10.40708065032959, "learning_rate": 7.582417582417582e-08, "loss": 0.1802, "step": 1162 }, { "epoch": 89.46153846153847, "grad_norm": 46.40359878540039, "learning_rate": 7.527472527472526e-08, "loss": 0.3842, "step": 1163 }, { "epoch": 89.53846153846153, "grad_norm": 25.235103607177734, "learning_rate": 7.472527472527472e-08, "loss": 0.2821, "step": 1164 }, { "epoch": 89.61538461538461, "grad_norm": 58.33918762207031, "learning_rate": 7.417582417582417e-08, "loss": 0.1598, "step": 1165 }, { "epoch": 89.6923076923077, "grad_norm": 27.44552993774414, "learning_rate": 7.362637362637363e-08, "loss": 0.211, "step": 1166 }, { "epoch": 89.76923076923077, "grad_norm": 29.182849884033203, "learning_rate": 7.307692307692308e-08, "loss": 0.3427, "step": 1167 }, { "epoch": 89.84615384615384, "grad_norm": 13.147058486938477, "learning_rate": 7.252747252747253e-08, "loss": 0.1638, "step": 1168 }, { "epoch": 89.92307692307692, "grad_norm": 73.08260345458984, "learning_rate": 7.197802197802197e-08, "loss": 0.2739, "step": 1169 }, { "epoch": 90.0, "grad_norm": 17.385639190673828, "learning_rate": 7.142857142857142e-08, "loss": 0.3126, "step": 1170 }, { "epoch": 90.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.390839546918869, "eval_runtime": 1.1573, "eval_samples_per_second": 235.897, "eval_steps_per_second": 7.777, "step": 1170 }, { "epoch": 90.07692307692308, "grad_norm": 26.68352508544922, "learning_rate": 7.087912087912088e-08, "loss": 0.1567, "step": 1171 }, { "epoch": 90.15384615384616, "grad_norm": 11.453264236450195, "learning_rate": 7.032967032967032e-08, "loss": 0.188, "step": 1172 }, { "epoch": 90.23076923076923, "grad_norm": 10.581305503845215, "learning_rate": 6.978021978021978e-08, "loss": 0.2522, "step": 1173 }, { "epoch": 90.3076923076923, "grad_norm": 11.819452285766602, "learning_rate": 6.923076923076923e-08, "loss": 0.3432, "step": 1174 }, { "epoch": 90.38461538461539, "grad_norm": 44.38141632080078, "learning_rate": 6.868131868131869e-08, "loss": 0.1642, "step": 1175 }, { "epoch": 90.46153846153847, "grad_norm": 17.33147621154785, "learning_rate": 6.813186813186813e-08, "loss": 0.357, "step": 1176 }, { "epoch": 90.53846153846153, "grad_norm": 40.547691345214844, "learning_rate": 6.758241758241757e-08, "loss": 0.3029, "step": 1177 }, { "epoch": 90.61538461538461, "grad_norm": 35.969635009765625, "learning_rate": 6.703296703296703e-08, "loss": 0.3308, "step": 1178 }, { "epoch": 90.6923076923077, "grad_norm": 21.21852684020996, "learning_rate": 6.648351648351648e-08, "loss": 0.2755, "step": 1179 }, { "epoch": 90.76923076923077, "grad_norm": 19.537212371826172, "learning_rate": 6.593406593406594e-08, "loss": 0.3295, "step": 1180 }, { "epoch": 90.84615384615384, "grad_norm": 21.593408584594727, "learning_rate": 6.538461538461538e-08, "loss": 0.3134, "step": 1181 }, { "epoch": 90.92307692307692, "grad_norm": 24.57037925720215, "learning_rate": 6.483516483516483e-08, "loss": 0.1483, "step": 1182 }, { "epoch": 91.0, "grad_norm": 15.521592140197754, "learning_rate": 6.428571428571428e-08, "loss": 0.2427, "step": 1183 }, { "epoch": 91.0, "eval_accuracy": 0.8791208791208791, "eval_loss": 0.39028820395469666, "eval_runtime": 1.1471, "eval_samples_per_second": 238.001, "eval_steps_per_second": 7.846, "step": 1183 }, { "epoch": 91.07692307692308, "grad_norm": 14.055830955505371, "learning_rate": 6.373626373626373e-08, "loss": 0.2505, "step": 1184 }, { "epoch": 91.15384615384616, "grad_norm": 46.58557891845703, "learning_rate": 6.318681318681319e-08, "loss": 0.3514, "step": 1185 }, { "epoch": 91.23076923076923, "grad_norm": 31.374704360961914, "learning_rate": 6.263736263736263e-08, "loss": 0.2265, "step": 1186 }, { "epoch": 91.3076923076923, "grad_norm": 15.407970428466797, "learning_rate": 6.208791208791209e-08, "loss": 0.2951, "step": 1187 }, { "epoch": 91.38461538461539, "grad_norm": 30.824228286743164, "learning_rate": 6.153846153846154e-08, "loss": 0.2278, "step": 1188 }, { "epoch": 91.46153846153847, "grad_norm": 37.521812438964844, "learning_rate": 6.098901098901098e-08, "loss": 0.3057, "step": 1189 }, { "epoch": 91.53846153846153, "grad_norm": 17.950450897216797, "learning_rate": 6.043956043956044e-08, "loss": 0.3175, "step": 1190 }, { "epoch": 91.61538461538461, "grad_norm": 31.429622650146484, "learning_rate": 5.98901098901099e-08, "loss": 0.2534, "step": 1191 }, { "epoch": 91.6923076923077, "grad_norm": 40.33232879638672, "learning_rate": 5.9340659340659336e-08, "loss": 0.262, "step": 1192 }, { "epoch": 91.76923076923077, "grad_norm": 32.63479995727539, "learning_rate": 5.8791208791208785e-08, "loss": 0.2046, "step": 1193 }, { "epoch": 91.84615384615384, "grad_norm": 49.16203689575195, "learning_rate": 5.824175824175824e-08, "loss": 0.3426, "step": 1194 }, { "epoch": 91.92307692307692, "grad_norm": 10.800007820129395, "learning_rate": 5.7692307692307695e-08, "loss": 0.2461, "step": 1195 }, { "epoch": 92.0, "grad_norm": 28.457069396972656, "learning_rate": 5.714285714285714e-08, "loss": 0.2696, "step": 1196 }, { "epoch": 92.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.38978418707847595, "eval_runtime": 1.1287, "eval_samples_per_second": 241.867, "eval_steps_per_second": 7.974, "step": 1196 }, { "epoch": 92.07692307692308, "grad_norm": 38.12500762939453, "learning_rate": 5.659340659340659e-08, "loss": 0.325, "step": 1197 }, { "epoch": 92.15384615384616, "grad_norm": 51.22789764404297, "learning_rate": 5.604395604395604e-08, "loss": 0.4258, "step": 1198 }, { "epoch": 92.23076923076923, "grad_norm": 17.438199996948242, "learning_rate": 5.549450549450549e-08, "loss": 0.2922, "step": 1199 }, { "epoch": 92.3076923076923, "grad_norm": 47.824195861816406, "learning_rate": 5.494505494505494e-08, "loss": 0.2762, "step": 1200 }, { "epoch": 92.38461538461539, "grad_norm": 10.591680526733398, "learning_rate": 5.4395604395604394e-08, "loss": 0.3035, "step": 1201 }, { "epoch": 92.46153846153847, "grad_norm": 38.519248962402344, "learning_rate": 5.384615384615385e-08, "loss": 0.2588, "step": 1202 }, { "epoch": 92.53846153846153, "grad_norm": 22.747310638427734, "learning_rate": 5.329670329670329e-08, "loss": 0.353, "step": 1203 }, { "epoch": 92.61538461538461, "grad_norm": 40.17496109008789, "learning_rate": 5.274725274725275e-08, "loss": 0.2404, "step": 1204 }, { "epoch": 92.6923076923077, "grad_norm": 21.320369720458984, "learning_rate": 5.2197802197802196e-08, "loss": 0.27, "step": 1205 }, { "epoch": 92.76923076923077, "grad_norm": 15.79963493347168, "learning_rate": 5.1648351648351645e-08, "loss": 0.2516, "step": 1206 }, { "epoch": 92.84615384615384, "grad_norm": 52.78196334838867, "learning_rate": 5.1098901098901094e-08, "loss": 0.2016, "step": 1207 }, { "epoch": 92.92307692307692, "grad_norm": 30.154428482055664, "learning_rate": 5.054945054945055e-08, "loss": 0.319, "step": 1208 }, { "epoch": 93.0, "grad_norm": 13.150162696838379, "learning_rate": 5e-08, "loss": 0.2664, "step": 1209 }, { "epoch": 93.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3897289037704468, "eval_runtime": 1.1243, "eval_samples_per_second": 242.809, "eval_steps_per_second": 8.005, "step": 1209 }, { "epoch": 93.07692307692308, "grad_norm": 18.95792007446289, "learning_rate": 4.9450549450549446e-08, "loss": 0.2426, "step": 1210 }, { "epoch": 93.15384615384616, "grad_norm": 11.617355346679688, "learning_rate": 4.89010989010989e-08, "loss": 0.2674, "step": 1211 }, { "epoch": 93.23076923076923, "grad_norm": 16.48680305480957, "learning_rate": 4.835164835164835e-08, "loss": 0.3445, "step": 1212 }, { "epoch": 93.3076923076923, "grad_norm": 40.12763214111328, "learning_rate": 4.78021978021978e-08, "loss": 0.2553, "step": 1213 }, { "epoch": 93.38461538461539, "grad_norm": 27.53231430053711, "learning_rate": 4.725274725274725e-08, "loss": 0.2573, "step": 1214 }, { "epoch": 93.46153846153847, "grad_norm": 13.512907981872559, "learning_rate": 4.6703296703296704e-08, "loss": 0.2693, "step": 1215 }, { "epoch": 93.53846153846153, "grad_norm": 44.26398849487305, "learning_rate": 4.615384615384615e-08, "loss": 0.185, "step": 1216 }, { "epoch": 93.61538461538461, "grad_norm": 41.06103515625, "learning_rate": 4.56043956043956e-08, "loss": 0.1753, "step": 1217 }, { "epoch": 93.6923076923077, "grad_norm": 61.76868438720703, "learning_rate": 4.505494505494505e-08, "loss": 0.2906, "step": 1218 }, { "epoch": 93.76923076923077, "grad_norm": 52.24216079711914, "learning_rate": 4.4505494505494505e-08, "loss": 0.2288, "step": 1219 }, { "epoch": 93.84615384615384, "grad_norm": 46.8869743347168, "learning_rate": 4.395604395604396e-08, "loss": 0.2745, "step": 1220 }, { "epoch": 93.92307692307692, "grad_norm": 27.070295333862305, "learning_rate": 4.34065934065934e-08, "loss": 0.3693, "step": 1221 }, { "epoch": 94.0, "grad_norm": 32.86008071899414, "learning_rate": 4.285714285714286e-08, "loss": 0.3718, "step": 1222 }, { "epoch": 94.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3898214101791382, "eval_runtime": 1.1554, "eval_samples_per_second": 236.284, "eval_steps_per_second": 7.79, "step": 1222 }, { "epoch": 94.07692307692308, "grad_norm": 39.75988006591797, "learning_rate": 4.230769230769231e-08, "loss": 0.297, "step": 1223 }, { "epoch": 94.15384615384616, "grad_norm": 21.786998748779297, "learning_rate": 4.1758241758241756e-08, "loss": 0.3121, "step": 1224 }, { "epoch": 94.23076923076923, "grad_norm": 16.55964469909668, "learning_rate": 4.1208791208791204e-08, "loss": 0.3114, "step": 1225 }, { "epoch": 94.3076923076923, "grad_norm": 51.821353912353516, "learning_rate": 4.065934065934066e-08, "loss": 0.1714, "step": 1226 }, { "epoch": 94.38461538461539, "grad_norm": 28.034486770629883, "learning_rate": 4.010989010989011e-08, "loss": 0.1982, "step": 1227 }, { "epoch": 94.46153846153847, "grad_norm": 23.693384170532227, "learning_rate": 3.956043956043956e-08, "loss": 0.1916, "step": 1228 }, { "epoch": 94.53846153846153, "grad_norm": 23.424787521362305, "learning_rate": 3.901098901098901e-08, "loss": 0.294, "step": 1229 }, { "epoch": 94.61538461538461, "grad_norm": 18.75193214416504, "learning_rate": 3.846153846153846e-08, "loss": 0.2592, "step": 1230 }, { "epoch": 94.6923076923077, "grad_norm": 18.17660903930664, "learning_rate": 3.791208791208791e-08, "loss": 0.4359, "step": 1231 }, { "epoch": 94.76923076923077, "grad_norm": 86.98602294921875, "learning_rate": 3.736263736263736e-08, "loss": 0.2571, "step": 1232 }, { "epoch": 94.84615384615384, "grad_norm": 26.622785568237305, "learning_rate": 3.6813186813186814e-08, "loss": 0.3556, "step": 1233 }, { "epoch": 94.92307692307692, "grad_norm": 17.7441349029541, "learning_rate": 3.626373626373626e-08, "loss": 0.3613, "step": 1234 }, { "epoch": 95.0, "grad_norm": 36.08195877075195, "learning_rate": 3.571428571428571e-08, "loss": 0.2813, "step": 1235 }, { "epoch": 95.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.38985198736190796, "eval_runtime": 1.1761, "eval_samples_per_second": 232.13, "eval_steps_per_second": 7.653, "step": 1235 }, { "epoch": 95.07692307692308, "grad_norm": 23.407217025756836, "learning_rate": 3.516483516483516e-08, "loss": 0.2515, "step": 1236 }, { "epoch": 95.15384615384616, "grad_norm": 13.283767700195312, "learning_rate": 3.4615384615384616e-08, "loss": 0.222, "step": 1237 }, { "epoch": 95.23076923076923, "grad_norm": 48.10610580444336, "learning_rate": 3.4065934065934065e-08, "loss": 0.4224, "step": 1238 }, { "epoch": 95.3076923076923, "grad_norm": 24.0631046295166, "learning_rate": 3.3516483516483513e-08, "loss": 0.173, "step": 1239 }, { "epoch": 95.38461538461539, "grad_norm": 15.4575834274292, "learning_rate": 3.296703296703297e-08, "loss": 0.2, "step": 1240 }, { "epoch": 95.46153846153847, "grad_norm": 19.071937561035156, "learning_rate": 3.241758241758242e-08, "loss": 0.351, "step": 1241 }, { "epoch": 95.53846153846153, "grad_norm": 54.31584548950195, "learning_rate": 3.1868131868131866e-08, "loss": 0.361, "step": 1242 }, { "epoch": 95.61538461538461, "grad_norm": 13.713780403137207, "learning_rate": 3.1318681318681315e-08, "loss": 0.3287, "step": 1243 }, { "epoch": 95.6923076923077, "grad_norm": 53.17013931274414, "learning_rate": 3.076923076923077e-08, "loss": 0.3719, "step": 1244 }, { "epoch": 95.76923076923077, "grad_norm": 10.234158515930176, "learning_rate": 3.021978021978022e-08, "loss": 0.3038, "step": 1245 }, { "epoch": 95.84615384615384, "grad_norm": 42.09709167480469, "learning_rate": 2.9670329670329668e-08, "loss": 0.3503, "step": 1246 }, { "epoch": 95.92307692307692, "grad_norm": 22.201913833618164, "learning_rate": 2.912087912087912e-08, "loss": 0.2916, "step": 1247 }, { "epoch": 96.0, "grad_norm": 21.525352478027344, "learning_rate": 2.857142857142857e-08, "loss": 0.3105, "step": 1248 }, { "epoch": 96.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3898387849330902, "eval_runtime": 1.1672, "eval_samples_per_second": 233.9, "eval_steps_per_second": 7.711, "step": 1248 }, { "epoch": 96.07692307692308, "grad_norm": 10.932400703430176, "learning_rate": 2.802197802197802e-08, "loss": 0.2909, "step": 1249 }, { "epoch": 96.15384615384616, "grad_norm": 22.70173454284668, "learning_rate": 2.747252747252747e-08, "loss": 0.3304, "step": 1250 }, { "epoch": 96.23076923076923, "grad_norm": 19.76609230041504, "learning_rate": 2.6923076923076925e-08, "loss": 0.2753, "step": 1251 }, { "epoch": 96.3076923076923, "grad_norm": 26.121347427368164, "learning_rate": 2.6373626373626374e-08, "loss": 0.2506, "step": 1252 }, { "epoch": 96.38461538461539, "grad_norm": 10.888976097106934, "learning_rate": 2.5824175824175822e-08, "loss": 0.2682, "step": 1253 }, { "epoch": 96.46153846153847, "grad_norm": 17.078506469726562, "learning_rate": 2.5274725274725274e-08, "loss": 0.2704, "step": 1254 }, { "epoch": 96.53846153846153, "grad_norm": 12.152798652648926, "learning_rate": 2.4725274725274723e-08, "loss": 0.3205, "step": 1255 }, { "epoch": 96.61538461538461, "grad_norm": 15.094422340393066, "learning_rate": 2.4175824175824175e-08, "loss": 0.2205, "step": 1256 }, { "epoch": 96.6923076923077, "grad_norm": 28.33614730834961, "learning_rate": 2.3626373626373624e-08, "loss": 0.3901, "step": 1257 }, { "epoch": 96.76923076923077, "grad_norm": 21.433828353881836, "learning_rate": 2.3076923076923076e-08, "loss": 0.2092, "step": 1258 }, { "epoch": 96.84615384615384, "grad_norm": 31.31447982788086, "learning_rate": 2.2527472527472525e-08, "loss": 0.2282, "step": 1259 }, { "epoch": 96.92307692307692, "grad_norm": 24.459308624267578, "learning_rate": 2.197802197802198e-08, "loss": 0.2395, "step": 1260 }, { "epoch": 97.0, "grad_norm": 26.795808792114258, "learning_rate": 2.142857142857143e-08, "loss": 0.2452, "step": 1261 }, { "epoch": 97.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.39006131887435913, "eval_runtime": 1.1277, "eval_samples_per_second": 242.086, "eval_steps_per_second": 7.981, "step": 1261 }, { "epoch": 97.07692307692308, "grad_norm": 41.47956085205078, "learning_rate": 2.0879120879120878e-08, "loss": 0.2566, "step": 1262 }, { "epoch": 97.15384615384616, "grad_norm": 15.067251205444336, "learning_rate": 2.032967032967033e-08, "loss": 0.3041, "step": 1263 }, { "epoch": 97.23076923076923, "grad_norm": 46.248626708984375, "learning_rate": 1.978021978021978e-08, "loss": 0.258, "step": 1264 }, { "epoch": 97.3076923076923, "grad_norm": 14.08816146850586, "learning_rate": 1.923076923076923e-08, "loss": 0.2007, "step": 1265 }, { "epoch": 97.38461538461539, "grad_norm": 46.13825607299805, "learning_rate": 1.868131868131868e-08, "loss": 0.3842, "step": 1266 }, { "epoch": 97.46153846153847, "grad_norm": 15.815461158752441, "learning_rate": 1.813186813186813e-08, "loss": 0.4239, "step": 1267 }, { "epoch": 97.53846153846153, "grad_norm": 22.951705932617188, "learning_rate": 1.758241758241758e-08, "loss": 0.3276, "step": 1268 }, { "epoch": 97.61538461538461, "grad_norm": 15.53054141998291, "learning_rate": 1.7032967032967032e-08, "loss": 0.1941, "step": 1269 }, { "epoch": 97.6923076923077, "grad_norm": 42.76935958862305, "learning_rate": 1.6483516483516484e-08, "loss": 0.3092, "step": 1270 }, { "epoch": 97.76923076923077, "grad_norm": 48.14138412475586, "learning_rate": 1.5934065934065933e-08, "loss": 0.1857, "step": 1271 }, { "epoch": 97.84615384615384, "grad_norm": 31.738540649414062, "learning_rate": 1.5384615384615385e-08, "loss": 0.3658, "step": 1272 }, { "epoch": 97.92307692307692, "grad_norm": 28.83648681640625, "learning_rate": 1.4835164835164834e-08, "loss": 0.3305, "step": 1273 }, { "epoch": 98.0, "grad_norm": 41.31938552856445, "learning_rate": 1.4285714285714284e-08, "loss": 0.2775, "step": 1274 }, { "epoch": 98.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.39004936814308167, "eval_runtime": 1.1317, "eval_samples_per_second": 241.224, "eval_steps_per_second": 7.952, "step": 1274 }, { "epoch": 98.07692307692308, "grad_norm": 26.711990356445312, "learning_rate": 1.3736263736263735e-08, "loss": 0.3114, "step": 1275 }, { "epoch": 98.15384615384616, "grad_norm": 33.84175109863281, "learning_rate": 1.3186813186813187e-08, "loss": 0.3678, "step": 1276 }, { "epoch": 98.23076923076923, "grad_norm": 12.625099182128906, "learning_rate": 1.2637362637362637e-08, "loss": 0.3347, "step": 1277 }, { "epoch": 98.3076923076923, "grad_norm": 16.88991928100586, "learning_rate": 1.2087912087912088e-08, "loss": 0.2716, "step": 1278 }, { "epoch": 98.38461538461539, "grad_norm": 60.646751403808594, "learning_rate": 1.1538461538461538e-08, "loss": 0.494, "step": 1279 }, { "epoch": 98.46153846153847, "grad_norm": 26.29082489013672, "learning_rate": 1.098901098901099e-08, "loss": 0.1614, "step": 1280 }, { "epoch": 98.53846153846153, "grad_norm": 11.831356048583984, "learning_rate": 1.0439560439560439e-08, "loss": 0.2644, "step": 1281 }, { "epoch": 98.61538461538461, "grad_norm": 13.554404258728027, "learning_rate": 9.89010989010989e-09, "loss": 0.2626, "step": 1282 }, { "epoch": 98.6923076923077, "grad_norm": 31.856679916381836, "learning_rate": 9.34065934065934e-09, "loss": 0.3509, "step": 1283 }, { "epoch": 98.76923076923077, "grad_norm": 22.956066131591797, "learning_rate": 8.79120879120879e-09, "loss": 0.2188, "step": 1284 }, { "epoch": 98.84615384615384, "grad_norm": 49.31511306762695, "learning_rate": 8.241758241758242e-09, "loss": 0.3022, "step": 1285 }, { "epoch": 98.92307692307692, "grad_norm": 26.442405700683594, "learning_rate": 7.692307692307693e-09, "loss": 0.1857, "step": 1286 }, { "epoch": 99.0, "grad_norm": 22.880329132080078, "learning_rate": 7.142857142857142e-09, "loss": 0.3814, "step": 1287 }, { "epoch": 99.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.3900836110115051, "eval_runtime": 1.1245, "eval_samples_per_second": 242.769, "eval_steps_per_second": 8.003, "step": 1287 }, { "epoch": 99.07692307692308, "grad_norm": 11.754619598388672, "learning_rate": 6.5934065934065934e-09, "loss": 0.2104, "step": 1288 }, { "epoch": 99.15384615384616, "grad_norm": 19.331464767456055, "learning_rate": 6.043956043956044e-09, "loss": 0.2838, "step": 1289 }, { "epoch": 99.23076923076923, "grad_norm": 15.60290813446045, "learning_rate": 5.494505494505495e-09, "loss": 0.2551, "step": 1290 }, { "epoch": 99.3076923076923, "grad_norm": 14.099854469299316, "learning_rate": 4.945054945054945e-09, "loss": 0.3664, "step": 1291 }, { "epoch": 99.38461538461539, "grad_norm": 9.416597366333008, "learning_rate": 4.395604395604395e-09, "loss": 0.314, "step": 1292 }, { "epoch": 99.46153846153847, "grad_norm": 29.465526580810547, "learning_rate": 3.846153846153846e-09, "loss": 0.2273, "step": 1293 }, { "epoch": 99.53846153846153, "grad_norm": 24.837528228759766, "learning_rate": 3.2967032967032967e-09, "loss": 0.1935, "step": 1294 }, { "epoch": 99.61538461538461, "grad_norm": 18.077030181884766, "learning_rate": 2.7472527472527475e-09, "loss": 0.2909, "step": 1295 }, { "epoch": 99.6923076923077, "grad_norm": 24.12546730041504, "learning_rate": 2.1978021978021975e-09, "loss": 0.3183, "step": 1296 }, { "epoch": 99.76923076923077, "grad_norm": 26.489192962646484, "learning_rate": 1.6483516483516484e-09, "loss": 0.3105, "step": 1297 }, { "epoch": 99.84615384615384, "grad_norm": 10.666546821594238, "learning_rate": 1.0989010989010988e-09, "loss": 0.2611, "step": 1298 }, { "epoch": 99.92307692307692, "grad_norm": 23.07980728149414, "learning_rate": 5.494505494505494e-10, "loss": 0.3844, "step": 1299 }, { "epoch": 100.0, "grad_norm": 23.712383270263672, "learning_rate": 0.0, "loss": 0.2861, "step": 1300 }, { "epoch": 100.0, "eval_accuracy": 0.8827838827838828, "eval_loss": 0.39009764790534973, "eval_runtime": 1.1678, "eval_samples_per_second": 233.78, "eval_steps_per_second": 7.707, "step": 1300 }, { "epoch": 100.0, "step": 1300, "total_flos": 1.594827033827328e+18, "train_loss": 0.37648636415027653, "train_runtime": 814.221, "train_samples_per_second": 100.096, "train_steps_per_second": 1.597 } ], "logging_steps": 1, "max_steps": 1300, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.594827033827328e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }