{ "best_metric": null, "best_model_checkpoint": null, "epoch": 4.998632010943912, "global_step": 1825, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 3.7499999999999997e-06, "loss": 11.6636, "step": 1 }, { "epoch": 0.01, "learning_rate": 7.499999999999999e-06, "loss": 10.7654, "step": 2 }, { "epoch": 0.01, "learning_rate": 1.1249999999999999e-05, "loss": 10.5427, "step": 3 }, { "epoch": 0.01, "learning_rate": 1.4999999999999999e-05, "loss": 11.7261, "step": 4 }, { "epoch": 0.01, "learning_rate": 1.875e-05, "loss": 10.7838, "step": 5 }, { "epoch": 0.01, "eval_loss": 14.503458976745605, "eval_runtime": 140.7504, "eval_samples_per_second": 34.408, "eval_steps_per_second": 4.305, "eval_wer": 1.0, "step": 5 }, { "epoch": 0.02, "learning_rate": 2.2499999999999998e-05, "loss": 12.4901, "step": 6 }, { "epoch": 0.02, "learning_rate": 2.6249999999999998e-05, "loss": 12.733, "step": 7 }, { "epoch": 0.02, "learning_rate": 2.9999999999999997e-05, "loss": 12.1247, "step": 8 }, { "epoch": 0.02, "learning_rate": 3.375e-05, "loss": 11.407, "step": 9 }, { "epoch": 0.03, "learning_rate": 3.75e-05, "loss": 13.0582, "step": 10 }, { "epoch": 0.03, "eval_loss": 13.665786743164062, "eval_runtime": 138.4673, "eval_samples_per_second": 34.976, "eval_steps_per_second": 4.376, "eval_wer": 1.0, "step": 10 }, { "epoch": 0.03, "learning_rate": 4.125e-05, "loss": 8.5172, "step": 11 }, { "epoch": 0.03, "learning_rate": 4.4999999999999996e-05, "loss": 9.4759, "step": 12 }, { "epoch": 0.04, "learning_rate": 4.875e-05, "loss": 8.9879, "step": 13 }, { "epoch": 0.04, "learning_rate": 5.2499999999999995e-05, "loss": 8.1922, "step": 14 }, { "epoch": 0.04, "learning_rate": 5.625e-05, "loss": 7.3034, "step": 15 }, { "epoch": 0.04, "eval_loss": 9.789834022521973, "eval_runtime": 141.1991, "eval_samples_per_second": 34.299, "eval_steps_per_second": 4.292, "eval_wer": 1.0, "step": 15 }, { "epoch": 0.04, "learning_rate": 5.625e-05, "loss": 8.6055, "step": 16 }, { "epoch": 0.05, "learning_rate": 5.9999999999999995e-05, "loss": 8.7149, "step": 17 }, { "epoch": 0.05, "learning_rate": 6.374999999999999e-05, "loss": 7.4237, "step": 18 }, { "epoch": 0.05, "learning_rate": 6.75e-05, "loss": 7.4301, "step": 19 }, { "epoch": 0.05, "learning_rate": 7.125e-05, "loss": 6.1847, "step": 20 }, { "epoch": 0.05, "eval_loss": 6.914824485778809, "eval_runtime": 138.4688, "eval_samples_per_second": 34.975, "eval_steps_per_second": 4.376, "eval_wer": 1.0, "step": 20 }, { "epoch": 0.06, "learning_rate": 7.5e-05, "loss": 6.0554, "step": 21 }, { "epoch": 0.06, "learning_rate": 7.49584487534626e-05, "loss": 5.8687, "step": 22 }, { "epoch": 0.06, "learning_rate": 7.491689750692521e-05, "loss": 5.483, "step": 23 }, { "epoch": 0.07, "learning_rate": 7.48753462603878e-05, "loss": 5.2607, "step": 24 }, { "epoch": 0.07, "learning_rate": 7.483379501385041e-05, "loss": 5.3371, "step": 25 }, { "epoch": 0.07, "eval_loss": 5.366059303283691, "eval_runtime": 138.1639, "eval_samples_per_second": 35.053, "eval_steps_per_second": 4.386, "eval_wer": 1.0, "step": 25 }, { "epoch": 0.07, "learning_rate": 7.479224376731301e-05, "loss": 5.3036, "step": 26 }, { "epoch": 0.07, "learning_rate": 7.475069252077562e-05, "loss": 4.8766, "step": 27 }, { "epoch": 0.08, "learning_rate": 7.470914127423822e-05, "loss": 5.6001, "step": 28 }, { "epoch": 0.08, "learning_rate": 7.466759002770082e-05, "loss": 4.7061, "step": 29 }, { "epoch": 0.08, "learning_rate": 7.462603878116343e-05, "loss": 4.4274, "step": 30 }, { "epoch": 0.08, "eval_loss": 4.694497108459473, "eval_runtime": 138.2203, "eval_samples_per_second": 35.038, "eval_steps_per_second": 4.384, "eval_wer": 1.0, "step": 30 }, { "epoch": 0.08, "learning_rate": 7.458448753462604e-05, "loss": 4.6797, "step": 31 }, { "epoch": 0.09, "learning_rate": 7.454293628808864e-05, "loss": 4.7467, "step": 32 }, { "epoch": 0.09, "learning_rate": 7.450138504155124e-05, "loss": 4.1208, "step": 33 }, { "epoch": 0.09, "learning_rate": 7.445983379501384e-05, "loss": 4.4005, "step": 34 }, { "epoch": 0.1, "learning_rate": 7.441828254847646e-05, "loss": 4.0918, "step": 35 }, { "epoch": 0.1, "eval_loss": 4.317225456237793, "eval_runtime": 138.5437, "eval_samples_per_second": 34.956, "eval_steps_per_second": 4.374, "eval_wer": 1.0, "step": 35 }, { "epoch": 0.1, "learning_rate": 7.437673130193904e-05, "loss": 4.1334, "step": 36 }, { "epoch": 0.1, "learning_rate": 7.433518005540166e-05, "loss": 4.1134, "step": 37 }, { "epoch": 0.1, "learning_rate": 7.429362880886426e-05, "loss": 3.8943, "step": 38 }, { "epoch": 0.11, "learning_rate": 7.425207756232686e-05, "loss": 4.1369, "step": 39 }, { "epoch": 0.11, "learning_rate": 7.421052631578946e-05, "loss": 4.1734, "step": 40 }, { "epoch": 0.11, "eval_loss": 4.075934886932373, "eval_runtime": 147.7942, "eval_samples_per_second": 32.769, "eval_steps_per_second": 4.1, "eval_wer": 1.0, "step": 40 }, { "epoch": 0.11, "learning_rate": 7.416897506925206e-05, "loss": 3.8944, "step": 41 }, { "epoch": 0.11, "learning_rate": 7.412742382271468e-05, "loss": 3.9561, "step": 42 }, { "epoch": 0.12, "learning_rate": 7.408587257617728e-05, "loss": 3.8521, "step": 43 }, { "epoch": 0.12, "learning_rate": 7.404432132963988e-05, "loss": 3.8403, "step": 44 }, { "epoch": 0.12, "learning_rate": 7.400277008310248e-05, "loss": 3.7332, "step": 45 }, { "epoch": 0.12, "eval_loss": 3.9038915634155273, "eval_runtime": 141.3706, "eval_samples_per_second": 34.257, "eval_steps_per_second": 4.287, "eval_wer": 1.0, "step": 45 }, { "epoch": 0.13, "learning_rate": 7.396121883656509e-05, "loss": 3.6091, "step": 46 }, { "epoch": 0.13, "learning_rate": 7.39196675900277e-05, "loss": 3.6816, "step": 47 }, { "epoch": 0.13, "learning_rate": 7.38781163434903e-05, "loss": 3.7744, "step": 48 }, { "epoch": 0.13, "learning_rate": 7.38365650969529e-05, "loss": 3.7214, "step": 49 }, { "epoch": 0.14, "learning_rate": 7.37950138504155e-05, "loss": 3.6871, "step": 50 }, { "epoch": 0.14, "eval_loss": 3.7777292728424072, "eval_runtime": 138.4074, "eval_samples_per_second": 34.991, "eval_steps_per_second": 4.378, "eval_wer": 1.0, "step": 50 }, { "epoch": 0.14, "learning_rate": 7.37534626038781e-05, "loss": 3.5669, "step": 51 }, { "epoch": 0.14, "learning_rate": 7.371191135734071e-05, "loss": 3.4696, "step": 52 }, { "epoch": 0.15, "learning_rate": 7.367036011080332e-05, "loss": 3.4967, "step": 53 }, { "epoch": 0.15, "learning_rate": 7.362880886426592e-05, "loss": 3.6514, "step": 54 }, { "epoch": 0.15, "learning_rate": 7.358725761772853e-05, "loss": 3.4428, "step": 55 }, { "epoch": 0.15, "eval_loss": 3.6718008518218994, "eval_runtime": 145.2309, "eval_samples_per_second": 33.347, "eval_steps_per_second": 4.173, "eval_wer": 1.0, "step": 55 }, { "epoch": 0.15, "learning_rate": 7.354570637119113e-05, "loss": 3.443, "step": 56 }, { "epoch": 0.16, "learning_rate": 7.350415512465373e-05, "loss": 3.4773, "step": 57 }, { "epoch": 0.16, "learning_rate": 7.346260387811634e-05, "loss": 3.5355, "step": 58 }, { "epoch": 0.16, "learning_rate": 7.342105263157895e-05, "loss": 3.3728, "step": 59 }, { "epoch": 0.16, "learning_rate": 7.337950138504155e-05, "loss": 3.5514, "step": 60 }, { "epoch": 0.16, "eval_loss": 3.5946505069732666, "eval_runtime": 137.3959, "eval_samples_per_second": 35.249, "eval_steps_per_second": 4.411, "eval_wer": 1.0, "step": 60 }, { "epoch": 0.17, "learning_rate": 7.333795013850415e-05, "loss": 3.3587, "step": 61 }, { "epoch": 0.17, "learning_rate": 7.329639889196675e-05, "loss": 3.4299, "step": 62 }, { "epoch": 0.17, "learning_rate": 7.325484764542937e-05, "loss": 3.4615, "step": 63 }, { "epoch": 0.18, "learning_rate": 7.321329639889195e-05, "loss": 3.4486, "step": 64 }, { "epoch": 0.18, "learning_rate": 7.317174515235457e-05, "loss": 3.4307, "step": 65 }, { "epoch": 0.18, "eval_loss": 3.514420747756958, "eval_runtime": 151.8205, "eval_samples_per_second": 31.9, "eval_steps_per_second": 3.992, "eval_wer": 1.0, "step": 65 }, { "epoch": 0.18, "learning_rate": 7.313019390581717e-05, "loss": 3.631, "step": 66 }, { "epoch": 0.18, "learning_rate": 7.308864265927977e-05, "loss": 3.4752, "step": 67 }, { "epoch": 0.19, "learning_rate": 7.304709141274237e-05, "loss": 3.4899, "step": 68 }, { "epoch": 0.19, "learning_rate": 7.300554016620497e-05, "loss": 3.3307, "step": 69 }, { "epoch": 0.19, "learning_rate": 7.296398891966759e-05, "loss": 3.4102, "step": 70 }, { "epoch": 0.19, "eval_loss": 3.4432265758514404, "eval_runtime": 154.1428, "eval_samples_per_second": 31.419, "eval_steps_per_second": 3.931, "eval_wer": 1.0, "step": 70 }, { "epoch": 0.19, "learning_rate": 7.292243767313019e-05, "loss": 3.405, "step": 71 }, { "epoch": 0.2, "learning_rate": 7.288088642659279e-05, "loss": 3.4745, "step": 72 }, { "epoch": 0.2, "learning_rate": 7.28393351800554e-05, "loss": 3.4698, "step": 73 }, { "epoch": 0.2, "learning_rate": 7.2797783933518e-05, "loss": 3.3873, "step": 74 }, { "epoch": 0.21, "learning_rate": 7.275623268698061e-05, "loss": 3.4964, "step": 75 }, { "epoch": 0.21, "eval_loss": 3.38900089263916, "eval_runtime": 139.6645, "eval_samples_per_second": 34.676, "eval_steps_per_second": 4.339, "eval_wer": 1.0, "step": 75 }, { "epoch": 0.21, "learning_rate": 7.27146814404432e-05, "loss": 3.3407, "step": 76 }, { "epoch": 0.21, "learning_rate": 7.267313019390581e-05, "loss": 3.3169, "step": 77 }, { "epoch": 0.21, "learning_rate": 7.263157894736842e-05, "loss": 3.3345, "step": 78 }, { "epoch": 0.22, "learning_rate": 7.259002770083102e-05, "loss": 3.3568, "step": 79 }, { "epoch": 0.22, "learning_rate": 7.254847645429362e-05, "loss": 3.3936, "step": 80 }, { "epoch": 0.22, "eval_loss": 3.3467209339141846, "eval_runtime": 138.3392, "eval_samples_per_second": 35.008, "eval_steps_per_second": 4.381, "eval_wer": 1.0, "step": 80 }, { "epoch": 0.22, "learning_rate": 7.250692520775622e-05, "loss": 3.3996, "step": 81 }, { "epoch": 0.22, "learning_rate": 7.246537396121884e-05, "loss": 3.3694, "step": 82 }, { "epoch": 0.23, "learning_rate": 7.242382271468144e-05, "loss": 3.2897, "step": 83 }, { "epoch": 0.23, "learning_rate": 7.238227146814404e-05, "loss": 3.2832, "step": 84 }, { "epoch": 0.23, "learning_rate": 7.234072022160664e-05, "loss": 3.3051, "step": 85 }, { "epoch": 0.23, "eval_loss": 3.3102469444274902, "eval_runtime": 141.6188, "eval_samples_per_second": 34.197, "eval_steps_per_second": 4.279, "eval_wer": 1.0, "step": 85 }, { "epoch": 0.24, "learning_rate": 7.229916897506924e-05, "loss": 3.244, "step": 86 }, { "epoch": 0.24, "learning_rate": 7.225761772853186e-05, "loss": 3.3285, "step": 87 }, { "epoch": 0.24, "learning_rate": 7.221606648199444e-05, "loss": 3.2418, "step": 88 }, { "epoch": 0.24, "learning_rate": 7.217451523545706e-05, "loss": 3.2292, "step": 89 }, { "epoch": 0.25, "learning_rate": 7.213296398891966e-05, "loss": 3.278, "step": 90 }, { "epoch": 0.25, "eval_loss": 3.2800509929656982, "eval_runtime": 139.181, "eval_samples_per_second": 34.796, "eval_steps_per_second": 4.354, "eval_wer": 1.0, "step": 90 }, { "epoch": 0.25, "learning_rate": 7.209141274238226e-05, "loss": 3.1962, "step": 91 }, { "epoch": 0.25, "learning_rate": 7.204986149584486e-05, "loss": 3.1822, "step": 92 }, { "epoch": 0.25, "learning_rate": 7.200831024930747e-05, "loss": 3.2192, "step": 93 }, { "epoch": 0.26, "learning_rate": 7.196675900277008e-05, "loss": 3.1372, "step": 94 }, { "epoch": 0.26, "learning_rate": 7.192520775623268e-05, "loss": 3.2223, "step": 95 }, { "epoch": 0.26, "eval_loss": 3.243964672088623, "eval_runtime": 138.8764, "eval_samples_per_second": 34.873, "eval_steps_per_second": 4.364, "eval_wer": 1.0, "step": 95 }, { "epoch": 0.26, "learning_rate": 7.188365650969528e-05, "loss": 3.2247, "step": 96 }, { "epoch": 0.27, "learning_rate": 7.184210526315788e-05, "loss": 3.1752, "step": 97 }, { "epoch": 0.27, "learning_rate": 7.180055401662049e-05, "loss": 3.1476, "step": 98 }, { "epoch": 0.27, "learning_rate": 7.17590027700831e-05, "loss": 3.2827, "step": 99 }, { "epoch": 0.27, "learning_rate": 7.17174515235457e-05, "loss": 3.1888, "step": 100 }, { "epoch": 0.27, "eval_loss": 3.2899622917175293, "eval_runtime": 140.6986, "eval_samples_per_second": 34.421, "eval_steps_per_second": 4.307, "eval_wer": 1.0, "step": 100 }, { "epoch": 0.28, "learning_rate": 7.16759002770083e-05, "loss": 3.1548, "step": 101 }, { "epoch": 0.28, "learning_rate": 7.16343490304709e-05, "loss": 3.1388, "step": 102 }, { "epoch": 0.28, "learning_rate": 7.159279778393351e-05, "loss": 3.199, "step": 103 }, { "epoch": 0.28, "learning_rate": 7.155124653739611e-05, "loss": 3.1247, "step": 104 }, { "epoch": 0.29, "learning_rate": 7.150969529085872e-05, "loss": 3.218, "step": 105 }, { "epoch": 0.29, "eval_loss": 3.2627265453338623, "eval_runtime": 145.0882, "eval_samples_per_second": 33.38, "eval_steps_per_second": 4.177, "eval_wer": 1.0, "step": 105 }, { "epoch": 0.29, "learning_rate": 7.146814404432133e-05, "loss": 3.1647, "step": 106 }, { "epoch": 0.29, "learning_rate": 7.142659279778393e-05, "loss": 3.1678, "step": 107 }, { "epoch": 0.3, "learning_rate": 7.138504155124653e-05, "loss": 3.0838, "step": 108 }, { "epoch": 0.3, "learning_rate": 7.134349030470913e-05, "loss": 3.2472, "step": 109 }, { "epoch": 0.3, "learning_rate": 7.130193905817175e-05, "loss": 3.1308, "step": 110 }, { "epoch": 0.3, "eval_loss": 3.2152204513549805, "eval_runtime": 148.0181, "eval_samples_per_second": 32.719, "eval_steps_per_second": 4.094, "eval_wer": 1.0, "step": 110 }, { "epoch": 0.3, "learning_rate": 7.126038781163435e-05, "loss": 3.1258, "step": 111 }, { "epoch": 0.31, "learning_rate": 7.121883656509695e-05, "loss": 3.1609, "step": 112 }, { "epoch": 0.31, "learning_rate": 7.117728531855955e-05, "loss": 3.134, "step": 113 }, { "epoch": 0.31, "learning_rate": 7.113573407202215e-05, "loss": 3.0742, "step": 114 }, { "epoch": 0.31, "learning_rate": 7.109418282548477e-05, "loss": 3.109, "step": 115 }, { "epoch": 0.31, "eval_loss": 3.1685547828674316, "eval_runtime": 138.9674, "eval_samples_per_second": 34.85, "eval_steps_per_second": 4.361, "eval_wer": 1.0, "step": 115 }, { "epoch": 0.32, "learning_rate": 7.105263157894735e-05, "loss": 3.0879, "step": 116 }, { "epoch": 0.32, "learning_rate": 7.101108033240997e-05, "loss": 3.1192, "step": 117 }, { "epoch": 0.32, "learning_rate": 7.096952908587257e-05, "loss": 3.1015, "step": 118 }, { "epoch": 0.33, "learning_rate": 7.092797783933517e-05, "loss": 3.147, "step": 119 }, { "epoch": 0.33, "learning_rate": 7.088642659279777e-05, "loss": 3.1188, "step": 120 }, { "epoch": 0.33, "eval_loss": 3.1734039783477783, "eval_runtime": 138.2826, "eval_samples_per_second": 35.022, "eval_steps_per_second": 4.382, "eval_wer": 1.0, "step": 120 }, { "epoch": 0.33, "learning_rate": 7.084487534626038e-05, "loss": 3.106, "step": 121 }, { "epoch": 0.33, "learning_rate": 7.080332409972299e-05, "loss": 3.1265, "step": 122 }, { "epoch": 0.34, "learning_rate": 7.076177285318559e-05, "loss": 3.0769, "step": 123 }, { "epoch": 0.34, "learning_rate": 7.07202216066482e-05, "loss": 3.0903, "step": 124 }, { "epoch": 0.34, "learning_rate": 7.06786703601108e-05, "loss": 3.1132, "step": 125 }, { "epoch": 0.34, "eval_loss": 3.14314603805542, "eval_runtime": 139.5613, "eval_samples_per_second": 34.702, "eval_steps_per_second": 4.342, "eval_wer": 1.0, "step": 125 }, { "epoch": 0.34, "learning_rate": 7.06371191135734e-05, "loss": 3.0606, "step": 126 }, { "epoch": 0.35, "learning_rate": 7.059556786703601e-05, "loss": 3.108, "step": 127 }, { "epoch": 0.35, "learning_rate": 7.055401662049861e-05, "loss": 3.0936, "step": 128 }, { "epoch": 0.35, "learning_rate": 7.051246537396121e-05, "loss": 3.0532, "step": 129 }, { "epoch": 0.36, "learning_rate": 7.047091412742382e-05, "loss": 3.0667, "step": 130 }, { "epoch": 0.36, "eval_loss": 3.1685564517974854, "eval_runtime": 139.9247, "eval_samples_per_second": 34.611, "eval_steps_per_second": 4.331, "eval_wer": 1.0, "step": 130 }, { "epoch": 0.36, "learning_rate": 7.042936288088642e-05, "loss": 3.1034, "step": 131 }, { "epoch": 0.36, "learning_rate": 7.038781163434903e-05, "loss": 3.0775, "step": 132 }, { "epoch": 0.36, "learning_rate": 7.034626038781162e-05, "loss": 3.1185, "step": 133 }, { "epoch": 0.37, "learning_rate": 7.030470914127424e-05, "loss": 3.1026, "step": 134 }, { "epoch": 0.37, "learning_rate": 7.026315789473684e-05, "loss": 3.1167, "step": 135 }, { "epoch": 0.37, "eval_loss": 3.1885087490081787, "eval_runtime": 142.2545, "eval_samples_per_second": 34.045, "eval_steps_per_second": 4.26, "eval_wer": 1.0, "step": 135 }, { "epoch": 0.37, "learning_rate": 7.022160664819944e-05, "loss": 3.1172, "step": 136 }, { "epoch": 0.37, "learning_rate": 7.018005540166204e-05, "loss": 3.06, "step": 137 }, { "epoch": 0.38, "learning_rate": 7.013850415512464e-05, "loss": 3.0575, "step": 138 }, { "epoch": 0.38, "learning_rate": 7.009695290858726e-05, "loss": 3.074, "step": 139 }, { "epoch": 0.38, "learning_rate": 7.005540166204986e-05, "loss": 3.0592, "step": 140 }, { "epoch": 0.38, "eval_loss": 3.1100046634674072, "eval_runtime": 141.5413, "eval_samples_per_second": 34.216, "eval_steps_per_second": 4.281, "eval_wer": 1.0, "step": 140 }, { "epoch": 0.39, "learning_rate": 7.001385041551246e-05, "loss": 3.0282, "step": 141 }, { "epoch": 0.39, "learning_rate": 6.997229916897506e-05, "loss": 3.0376, "step": 142 }, { "epoch": 0.39, "learning_rate": 6.993074792243766e-05, "loss": 3.0876, "step": 143 }, { "epoch": 0.39, "learning_rate": 6.988919667590028e-05, "loss": 3.0586, "step": 144 }, { "epoch": 0.4, "learning_rate": 6.984764542936287e-05, "loss": 3.0531, "step": 145 }, { "epoch": 0.4, "eval_loss": 3.1149468421936035, "eval_runtime": 139.0059, "eval_samples_per_second": 34.84, "eval_steps_per_second": 4.36, "eval_wer": 1.0, "step": 145 }, { "epoch": 0.4, "learning_rate": 6.980609418282548e-05, "loss": 3.1397, "step": 146 }, { "epoch": 0.4, "learning_rate": 6.976454293628808e-05, "loss": 3.0942, "step": 147 }, { "epoch": 0.4, "learning_rate": 6.972299168975068e-05, "loss": 3.1146, "step": 148 }, { "epoch": 0.41, "learning_rate": 6.968144044321329e-05, "loss": 3.125, "step": 149 }, { "epoch": 0.41, "learning_rate": 6.963988919667589e-05, "loss": 3.1224, "step": 150 }, { "epoch": 0.41, "eval_loss": 3.1204922199249268, "eval_runtime": 137.4026, "eval_samples_per_second": 35.247, "eval_steps_per_second": 4.41, "eval_wer": 1.0, "step": 150 }, { "epoch": 0.41, "learning_rate": 6.95983379501385e-05, "loss": 3.0588, "step": 151 }, { "epoch": 0.42, "learning_rate": 6.95567867036011e-05, "loss": 3.0511, "step": 152 }, { "epoch": 0.42, "learning_rate": 6.95152354570637e-05, "loss": 3.0691, "step": 153 }, { "epoch": 0.42, "learning_rate": 6.947368421052631e-05, "loss": 3.031, "step": 154 }, { "epoch": 0.42, "learning_rate": 6.943213296398891e-05, "loss": 3.0651, "step": 155 }, { "epoch": 0.42, "eval_loss": 3.110053777694702, "eval_runtime": 137.5926, "eval_samples_per_second": 35.198, "eval_steps_per_second": 4.404, "eval_wer": 1.0, "step": 155 }, { "epoch": 0.43, "learning_rate": 6.939058171745152e-05, "loss": 3.0572, "step": 156 }, { "epoch": 0.43, "learning_rate": 6.934903047091412e-05, "loss": 3.0695, "step": 157 }, { "epoch": 0.43, "learning_rate": 6.930747922437673e-05, "loss": 3.0164, "step": 158 }, { "epoch": 0.44, "learning_rate": 6.926592797783933e-05, "loss": 3.034, "step": 159 }, { "epoch": 0.44, "learning_rate": 6.922437673130194e-05, "loss": 3.0077, "step": 160 }, { "epoch": 0.44, "eval_loss": 3.0980353355407715, "eval_runtime": 139.6081, "eval_samples_per_second": 34.69, "eval_steps_per_second": 4.341, "eval_wer": 1.0, "step": 160 }, { "epoch": 0.44, "learning_rate": 6.918282548476453e-05, "loss": 3.0347, "step": 161 }, { "epoch": 0.44, "learning_rate": 6.914127423822715e-05, "loss": 3.0581, "step": 162 }, { "epoch": 0.45, "learning_rate": 6.909972299168975e-05, "loss": 3.0572, "step": 163 }, { "epoch": 0.45, "learning_rate": 6.905817174515235e-05, "loss": 3.0149, "step": 164 }, { "epoch": 0.45, "learning_rate": 6.901662049861495e-05, "loss": 3.0027, "step": 165 }, { "epoch": 0.45, "eval_loss": 3.1131813526153564, "eval_runtime": 151.9666, "eval_samples_per_second": 31.869, "eval_steps_per_second": 3.988, "eval_wer": 1.0, "step": 165 }, { "epoch": 0.45, "learning_rate": 6.897506925207755e-05, "loss": 3.0422, "step": 166 }, { "epoch": 0.46, "learning_rate": 6.893351800554017e-05, "loss": 3.0237, "step": 167 }, { "epoch": 0.46, "learning_rate": 6.889196675900277e-05, "loss": 3.0209, "step": 168 }, { "epoch": 0.46, "learning_rate": 6.885041551246537e-05, "loss": 3.0675, "step": 169 }, { "epoch": 0.47, "learning_rate": 6.880886426592797e-05, "loss": 3.0423, "step": 170 }, { "epoch": 0.47, "eval_loss": 3.08860445022583, "eval_runtime": 144.8917, "eval_samples_per_second": 33.425, "eval_steps_per_second": 4.182, "eval_wer": 1.0, "step": 170 }, { "epoch": 0.47, "learning_rate": 6.876731301939057e-05, "loss": 3.0671, "step": 171 }, { "epoch": 0.47, "learning_rate": 6.872576177285319e-05, "loss": 3.0283, "step": 172 }, { "epoch": 0.47, "learning_rate": 6.868421052631578e-05, "loss": 3.0798, "step": 173 }, { "epoch": 0.48, "learning_rate": 6.864265927977839e-05, "loss": 3.023, "step": 174 }, { "epoch": 0.48, "learning_rate": 6.860110803324099e-05, "loss": 3.0462, "step": 175 }, { "epoch": 0.48, "eval_loss": 3.086527109146118, "eval_runtime": 138.5084, "eval_samples_per_second": 34.965, "eval_steps_per_second": 4.375, "eval_wer": 1.0, "step": 175 }, { "epoch": 0.48, "learning_rate": 6.85595567867036e-05, "loss": 3.0325, "step": 176 }, { "epoch": 0.48, "learning_rate": 6.85180055401662e-05, "loss": 3.0584, "step": 177 }, { "epoch": 0.49, "learning_rate": 6.84764542936288e-05, "loss": 3.005, "step": 178 }, { "epoch": 0.49, "learning_rate": 6.843490304709141e-05, "loss": 3.0212, "step": 179 }, { "epoch": 0.49, "learning_rate": 6.839335180055401e-05, "loss": 3.0701, "step": 180 }, { "epoch": 0.49, "eval_loss": 3.0862884521484375, "eval_runtime": 139.973, "eval_samples_per_second": 34.6, "eval_steps_per_second": 4.329, "eval_wer": 1.0, "step": 180 }, { "epoch": 0.5, "learning_rate": 6.835180055401662e-05, "loss": 3.0448, "step": 181 }, { "epoch": 0.5, "learning_rate": 6.831024930747922e-05, "loss": 3.0722, "step": 182 }, { "epoch": 0.5, "learning_rate": 6.826869806094182e-05, "loss": 3.0851, "step": 183 }, { "epoch": 0.5, "learning_rate": 6.822714681440443e-05, "loss": 3.0566, "step": 184 }, { "epoch": 0.51, "learning_rate": 6.818559556786702e-05, "loss": 3.0871, "step": 185 }, { "epoch": 0.51, "eval_loss": 3.082496166229248, "eval_runtime": 138.7766, "eval_samples_per_second": 34.898, "eval_steps_per_second": 4.367, "eval_wer": 1.0, "step": 185 }, { "epoch": 0.51, "learning_rate": 6.814404432132964e-05, "loss": 3.0165, "step": 186 }, { "epoch": 0.51, "learning_rate": 6.810249307479224e-05, "loss": 3.0615, "step": 187 }, { "epoch": 0.51, "learning_rate": 6.806094182825484e-05, "loss": 3.035, "step": 188 }, { "epoch": 0.52, "learning_rate": 6.801939058171744e-05, "loss": 3.0542, "step": 189 }, { "epoch": 0.52, "learning_rate": 6.797783933518004e-05, "loss": 3.0585, "step": 190 }, { "epoch": 0.52, "eval_loss": 3.071974754333496, "eval_runtime": 140.1656, "eval_samples_per_second": 34.552, "eval_steps_per_second": 4.323, "eval_wer": 1.0, "step": 190 }, { "epoch": 0.52, "learning_rate": 6.793628808864266e-05, "loss": 3.096, "step": 191 }, { "epoch": 0.53, "learning_rate": 6.789473684210526e-05, "loss": 3.0398, "step": 192 }, { "epoch": 0.53, "learning_rate": 6.785318559556786e-05, "loss": 3.0531, "step": 193 }, { "epoch": 0.53, "learning_rate": 6.781163434903046e-05, "loss": 3.0613, "step": 194 }, { "epoch": 0.53, "learning_rate": 6.777008310249306e-05, "loss": 3.0274, "step": 195 }, { "epoch": 0.53, "eval_loss": 3.0736279487609863, "eval_runtime": 137.6029, "eval_samples_per_second": 35.195, "eval_steps_per_second": 4.404, "eval_wer": 1.0, "step": 195 }, { "epoch": 0.54, "learning_rate": 6.772853185595568e-05, "loss": 3.0259, "step": 196 }, { "epoch": 0.54, "learning_rate": 6.768698060941827e-05, "loss": 3.0772, "step": 197 }, { "epoch": 0.54, "learning_rate": 6.764542936288088e-05, "loss": 3.0448, "step": 198 }, { "epoch": 0.54, "learning_rate": 6.760387811634348e-05, "loss": 3.0747, "step": 199 }, { "epoch": 0.55, "learning_rate": 6.756232686980609e-05, "loss": 3.0983, "step": 200 }, { "epoch": 0.55, "eval_loss": 3.065845012664795, "eval_runtime": 142.1471, "eval_samples_per_second": 34.07, "eval_steps_per_second": 4.263, "eval_wer": 1.0, "step": 200 }, { "epoch": 0.55, "learning_rate": 6.752077562326869e-05, "loss": 3.0774, "step": 201 }, { "epoch": 0.55, "learning_rate": 6.747922437673129e-05, "loss": 3.0449, "step": 202 }, { "epoch": 0.56, "learning_rate": 6.74376731301939e-05, "loss": 3.0384, "step": 203 }, { "epoch": 0.56, "learning_rate": 6.73961218836565e-05, "loss": 3.0273, "step": 204 }, { "epoch": 0.56, "learning_rate": 6.73545706371191e-05, "loss": 3.0538, "step": 205 }, { "epoch": 0.56, "eval_loss": 3.1240925788879395, "eval_runtime": 139.0944, "eval_samples_per_second": 34.818, "eval_steps_per_second": 4.357, "eval_wer": 1.0, "step": 205 }, { "epoch": 0.56, "learning_rate": 6.731301939058171e-05, "loss": 3.0331, "step": 206 }, { "epoch": 0.57, "learning_rate": 6.727146814404431e-05, "loss": 3.008, "step": 207 }, { "epoch": 0.57, "learning_rate": 6.722991689750692e-05, "loss": 3.0716, "step": 208 }, { "epoch": 0.57, "learning_rate": 6.718836565096953e-05, "loss": 3.0585, "step": 209 }, { "epoch": 0.57, "learning_rate": 6.714681440443213e-05, "loss": 3.0862, "step": 210 }, { "epoch": 0.57, "eval_loss": 3.057255983352661, "eval_runtime": 138.3216, "eval_samples_per_second": 35.013, "eval_steps_per_second": 4.381, "eval_wer": 1.0, "step": 210 }, { "epoch": 0.58, "learning_rate": 6.710526315789473e-05, "loss": 3.0637, "step": 211 }, { "epoch": 0.58, "learning_rate": 6.706371191135734e-05, "loss": 3.0026, "step": 212 }, { "epoch": 0.58, "learning_rate": 6.702216066481993e-05, "loss": 3.021, "step": 213 }, { "epoch": 0.59, "learning_rate": 6.698060941828255e-05, "loss": 3.0396, "step": 214 }, { "epoch": 0.59, "learning_rate": 6.693905817174515e-05, "loss": 3.0041, "step": 215 }, { "epoch": 0.59, "eval_loss": 3.0608010292053223, "eval_runtime": 141.5903, "eval_samples_per_second": 34.204, "eval_steps_per_second": 4.28, "eval_wer": 1.0, "step": 215 }, { "epoch": 0.59, "learning_rate": 6.689750692520775e-05, "loss": 3.0375, "step": 216 }, { "epoch": 0.59, "learning_rate": 6.685595567867035e-05, "loss": 3.0124, "step": 217 }, { "epoch": 0.6, "learning_rate": 6.681440443213295e-05, "loss": 3.0057, "step": 218 }, { "epoch": 0.6, "learning_rate": 6.677285318559557e-05, "loss": 3.0525, "step": 219 }, { "epoch": 0.6, "learning_rate": 6.673130193905817e-05, "loss": 3.027, "step": 220 }, { "epoch": 0.6, "eval_loss": 3.061398983001709, "eval_runtime": 138.0429, "eval_samples_per_second": 35.083, "eval_steps_per_second": 4.39, "eval_wer": 1.0, "step": 220 }, { "epoch": 0.6, "learning_rate": 6.668975069252077e-05, "loss": 3.0518, "step": 221 }, { "epoch": 0.61, "learning_rate": 6.664819944598337e-05, "loss": 2.999, "step": 222 }, { "epoch": 0.61, "learning_rate": 6.660664819944597e-05, "loss": 3.0322, "step": 223 }, { "epoch": 0.61, "learning_rate": 6.656509695290859e-05, "loss": 3.0088, "step": 224 }, { "epoch": 0.62, "learning_rate": 6.652354570637118e-05, "loss": 2.9916, "step": 225 }, { "epoch": 0.62, "eval_loss": 3.052710771560669, "eval_runtime": 138.818, "eval_samples_per_second": 34.887, "eval_steps_per_second": 4.365, "eval_wer": 1.0, "step": 225 }, { "epoch": 0.62, "learning_rate": 6.648199445983379e-05, "loss": 3.0266, "step": 226 }, { "epoch": 0.62, "learning_rate": 6.64404432132964e-05, "loss": 3.0052, "step": 227 }, { "epoch": 0.62, "learning_rate": 6.6398891966759e-05, "loss": 3.0188, "step": 228 }, { "epoch": 0.63, "learning_rate": 6.63573407202216e-05, "loss": 3.018, "step": 229 }, { "epoch": 0.63, "learning_rate": 6.63157894736842e-05, "loss": 3.0157, "step": 230 }, { "epoch": 0.63, "eval_loss": 3.051440954208374, "eval_runtime": 153.6473, "eval_samples_per_second": 31.52, "eval_steps_per_second": 3.944, "eval_wer": 1.0, "step": 230 }, { "epoch": 0.63, "learning_rate": 6.627423822714681e-05, "loss": 3.0212, "step": 231 }, { "epoch": 0.63, "learning_rate": 6.623268698060941e-05, "loss": 3.0808, "step": 232 }, { "epoch": 0.64, "learning_rate": 6.619113573407202e-05, "loss": 2.9837, "step": 233 }, { "epoch": 0.64, "learning_rate": 6.614958448753462e-05, "loss": 3.0047, "step": 234 }, { "epoch": 0.64, "learning_rate": 6.610803324099722e-05, "loss": 3.0429, "step": 235 }, { "epoch": 0.64, "eval_loss": 3.039069652557373, "eval_runtime": 140.8845, "eval_samples_per_second": 34.376, "eval_steps_per_second": 4.301, "eval_wer": 1.0, "step": 235 }, { "epoch": 0.65, "learning_rate": 6.606648199445983e-05, "loss": 3.025, "step": 236 }, { "epoch": 0.65, "learning_rate": 6.602493074792244e-05, "loss": 3.0207, "step": 237 }, { "epoch": 0.65, "learning_rate": 6.598337950138504e-05, "loss": 3.0576, "step": 238 }, { "epoch": 0.65, "learning_rate": 6.594182825484764e-05, "loss": 3.0605, "step": 239 }, { "epoch": 0.66, "learning_rate": 6.590027700831024e-05, "loss": 2.999, "step": 240 }, { "epoch": 0.66, "eval_loss": 3.0461792945861816, "eval_runtime": 138.1836, "eval_samples_per_second": 35.048, "eval_steps_per_second": 4.385, "eval_wer": 1.0, "step": 240 }, { "epoch": 0.66, "learning_rate": 6.585872576177286e-05, "loss": 3.0255, "step": 241 }, { "epoch": 0.66, "learning_rate": 6.581717451523544e-05, "loss": 2.999, "step": 242 }, { "epoch": 0.66, "learning_rate": 6.577562326869806e-05, "loss": 3.0669, "step": 243 }, { "epoch": 0.67, "learning_rate": 6.573407202216066e-05, "loss": 3.0463, "step": 244 }, { "epoch": 0.67, "learning_rate": 6.569252077562326e-05, "loss": 3.0053, "step": 245 }, { "epoch": 0.67, "eval_loss": 3.043794631958008, "eval_runtime": 153.1643, "eval_samples_per_second": 31.62, "eval_steps_per_second": 3.957, "eval_wer": 1.0, "step": 245 }, { "epoch": 0.67, "learning_rate": 6.565096952908586e-05, "loss": 3.0505, "step": 246 }, { "epoch": 0.68, "learning_rate": 6.560941828254846e-05, "loss": 3.0499, "step": 247 }, { "epoch": 0.68, "learning_rate": 6.556786703601108e-05, "loss": 3.111, "step": 248 }, { "epoch": 0.68, "learning_rate": 6.552631578947368e-05, "loss": 3.0701, "step": 249 }, { "epoch": 0.68, "learning_rate": 6.548476454293628e-05, "loss": 2.9812, "step": 250 }, { "epoch": 0.68, "eval_loss": 3.044740676879883, "eval_runtime": 147.969, "eval_samples_per_second": 32.73, "eval_steps_per_second": 4.095, "eval_wer": 1.0, "step": 250 }, { "epoch": 0.69, "learning_rate": 6.544321329639888e-05, "loss": 3.0341, "step": 251 }, { "epoch": 0.69, "learning_rate": 6.540166204986149e-05, "loss": 3.0316, "step": 252 }, { "epoch": 0.69, "learning_rate": 6.53601108033241e-05, "loss": 3.0118, "step": 253 }, { "epoch": 0.69, "learning_rate": 6.531855955678669e-05, "loss": 3.0496, "step": 254 }, { "epoch": 0.7, "learning_rate": 6.52770083102493e-05, "loss": 3.0062, "step": 255 }, { "epoch": 0.7, "eval_loss": 3.0659635066986084, "eval_runtime": 138.8083, "eval_samples_per_second": 34.89, "eval_steps_per_second": 4.366, "eval_wer": 1.0, "step": 255 }, { "epoch": 0.7, "learning_rate": 6.52354570637119e-05, "loss": 3.011, "step": 256 }, { "epoch": 0.7, "learning_rate": 6.519390581717451e-05, "loss": 3.0028, "step": 257 }, { "epoch": 0.71, "learning_rate": 6.515235457063711e-05, "loss": 2.9794, "step": 258 }, { "epoch": 0.71, "learning_rate": 6.511080332409971e-05, "loss": 3.0002, "step": 259 }, { "epoch": 0.71, "learning_rate": 6.506925207756233e-05, "loss": 3.0045, "step": 260 }, { "epoch": 0.71, "eval_loss": 3.0102784633636475, "eval_runtime": 153.8367, "eval_samples_per_second": 31.481, "eval_steps_per_second": 3.939, "eval_wer": 1.0, "step": 260 }, { "epoch": 0.71, "learning_rate": 6.502770083102493e-05, "loss": 2.9959, "step": 261 }, { "epoch": 0.72, "learning_rate": 6.498614958448753e-05, "loss": 3.005, "step": 262 }, { "epoch": 0.72, "learning_rate": 6.494459833795013e-05, "loss": 3.021, "step": 263 }, { "epoch": 0.72, "learning_rate": 6.490304709141274e-05, "loss": 2.988, "step": 264 }, { "epoch": 0.73, "learning_rate": 6.486149584487535e-05, "loss": 2.9684, "step": 265 }, { "epoch": 0.73, "eval_loss": 3.010617256164551, "eval_runtime": 138.7834, "eval_samples_per_second": 34.896, "eval_steps_per_second": 4.367, "eval_wer": 1.0, "step": 265 }, { "epoch": 0.73, "learning_rate": 6.481994459833795e-05, "loss": 2.984, "step": 266 }, { "epoch": 0.73, "learning_rate": 6.477839335180055e-05, "loss": 2.9466, "step": 267 }, { "epoch": 0.73, "learning_rate": 6.473684210526315e-05, "loss": 2.9993, "step": 268 }, { "epoch": 0.74, "learning_rate": 6.469529085872577e-05, "loss": 2.9867, "step": 269 }, { "epoch": 0.74, "learning_rate": 6.465373961218835e-05, "loss": 2.9885, "step": 270 }, { "epoch": 0.74, "eval_loss": 3.001441717147827, "eval_runtime": 139.0471, "eval_samples_per_second": 34.83, "eval_steps_per_second": 4.358, "eval_wer": 1.0, "step": 270 }, { "epoch": 0.74, "learning_rate": 6.461218836565097e-05, "loss": 3.024, "step": 271 }, { "epoch": 0.74, "learning_rate": 6.457063711911357e-05, "loss": 3.0103, "step": 272 }, { "epoch": 0.75, "learning_rate": 6.452908587257617e-05, "loss": 2.9813, "step": 273 }, { "epoch": 0.75, "learning_rate": 6.448753462603877e-05, "loss": 3.0006, "step": 274 }, { "epoch": 0.75, "learning_rate": 6.444598337950137e-05, "loss": 3.0062, "step": 275 }, { "epoch": 0.75, "eval_loss": 2.9884729385375977, "eval_runtime": 139.3991, "eval_samples_per_second": 34.742, "eval_steps_per_second": 4.347, "eval_wer": 1.0, "step": 275 }, { "epoch": 0.76, "learning_rate": 6.440443213296399e-05, "loss": 2.9705, "step": 276 }, { "epoch": 0.76, "learning_rate": 6.436288088642659e-05, "loss": 3.0039, "step": 277 }, { "epoch": 0.76, "learning_rate": 6.432132963988919e-05, "loss": 2.9914, "step": 278 }, { "epoch": 0.76, "learning_rate": 6.42797783933518e-05, "loss": 3.0003, "step": 279 }, { "epoch": 0.77, "learning_rate": 6.42382271468144e-05, "loss": 2.9736, "step": 280 }, { "epoch": 0.77, "eval_loss": 3.0330100059509277, "eval_runtime": 140.1871, "eval_samples_per_second": 34.547, "eval_steps_per_second": 4.323, "eval_wer": 1.0, "step": 280 }, { "epoch": 0.77, "learning_rate": 6.419667590027701e-05, "loss": 3.0202, "step": 281 }, { "epoch": 0.77, "learning_rate": 6.41551246537396e-05, "loss": 2.9919, "step": 282 }, { "epoch": 0.77, "learning_rate": 6.411357340720221e-05, "loss": 3.0131, "step": 283 }, { "epoch": 0.78, "learning_rate": 6.407202216066482e-05, "loss": 2.9838, "step": 284 }, { "epoch": 0.78, "learning_rate": 6.403047091412742e-05, "loss": 2.9766, "step": 285 }, { "epoch": 0.78, "eval_loss": 2.990950345993042, "eval_runtime": 140.6604, "eval_samples_per_second": 34.43, "eval_steps_per_second": 4.308, "eval_wer": 1.0, "step": 285 }, { "epoch": 0.78, "learning_rate": 6.398891966759002e-05, "loss": 2.9768, "step": 286 }, { "epoch": 0.79, "learning_rate": 6.394736842105262e-05, "loss": 3.0161, "step": 287 }, { "epoch": 0.79, "learning_rate": 6.390581717451524e-05, "loss": 2.9544, "step": 288 }, { "epoch": 0.79, "learning_rate": 6.386426592797784e-05, "loss": 2.9571, "step": 289 }, { "epoch": 0.79, "learning_rate": 6.382271468144044e-05, "loss": 2.9545, "step": 290 }, { "epoch": 0.79, "eval_loss": 2.997222900390625, "eval_runtime": 141.0522, "eval_samples_per_second": 34.335, "eval_steps_per_second": 4.296, "eval_wer": 1.0, "step": 290 }, { "epoch": 0.8, "learning_rate": 6.378116343490304e-05, "loss": 2.9844, "step": 291 }, { "epoch": 0.8, "learning_rate": 6.373961218836564e-05, "loss": 2.9664, "step": 292 }, { "epoch": 0.8, "learning_rate": 6.369806094182826e-05, "loss": 2.9764, "step": 293 }, { "epoch": 0.8, "learning_rate": 6.365650969529084e-05, "loss": 3.0138, "step": 294 }, { "epoch": 0.81, "learning_rate": 6.361495844875346e-05, "loss": 2.9936, "step": 295 }, { "epoch": 0.81, "eval_loss": 2.9872097969055176, "eval_runtime": 148.4489, "eval_samples_per_second": 32.624, "eval_steps_per_second": 4.082, "eval_wer": 1.0, "step": 295 }, { "epoch": 0.81, "learning_rate": 6.357340720221606e-05, "loss": 3.0034, "step": 296 }, { "epoch": 0.81, "learning_rate": 6.353185595567866e-05, "loss": 2.9694, "step": 297 }, { "epoch": 0.82, "learning_rate": 6.349030470914126e-05, "loss": 2.9703, "step": 298 }, { "epoch": 0.82, "learning_rate": 6.344875346260387e-05, "loss": 2.9506, "step": 299 }, { "epoch": 0.82, "learning_rate": 6.340720221606648e-05, "loss": 3.0832, "step": 300 }, { "epoch": 0.82, "eval_loss": 2.9978036880493164, "eval_runtime": 139.7284, "eval_samples_per_second": 34.66, "eval_steps_per_second": 4.337, "eval_wer": 1.0, "step": 300 }, { "epoch": 0.82, "learning_rate": 6.336565096952908e-05, "loss": 3.0593, "step": 301 }, { "epoch": 0.83, "learning_rate": 6.332409972299168e-05, "loss": 2.9744, "step": 302 }, { "epoch": 0.83, "learning_rate": 6.328254847645429e-05, "loss": 3.006, "step": 303 }, { "epoch": 0.83, "learning_rate": 6.324099722991689e-05, "loss": 3.0036, "step": 304 }, { "epoch": 0.83, "learning_rate": 6.31994459833795e-05, "loss": 2.974, "step": 305 }, { "epoch": 0.83, "eval_loss": 2.997765064239502, "eval_runtime": 139.6069, "eval_samples_per_second": 34.69, "eval_steps_per_second": 4.341, "eval_wer": 1.0, "step": 305 }, { "epoch": 0.84, "learning_rate": 6.315789473684209e-05, "loss": 2.9871, "step": 306 }, { "epoch": 0.84, "learning_rate": 6.31163434903047e-05, "loss": 2.9878, "step": 307 }, { "epoch": 0.84, "learning_rate": 6.30747922437673e-05, "loss": 2.9892, "step": 308 }, { "epoch": 0.85, "learning_rate": 6.303324099722991e-05, "loss": 2.9936, "step": 309 }, { "epoch": 0.85, "learning_rate": 6.299168975069251e-05, "loss": 2.9846, "step": 310 }, { "epoch": 0.85, "eval_loss": 2.9848742485046387, "eval_runtime": 154.4288, "eval_samples_per_second": 31.361, "eval_steps_per_second": 3.924, "eval_wer": 1.0, "step": 310 }, { "epoch": 0.85, "learning_rate": 6.295013850415511e-05, "loss": 2.9937, "step": 311 }, { "epoch": 0.85, "learning_rate": 6.290858725761773e-05, "loss": 2.9878, "step": 312 }, { "epoch": 0.86, "learning_rate": 6.286703601108033e-05, "loss": 2.9779, "step": 313 }, { "epoch": 0.86, "learning_rate": 6.282548476454293e-05, "loss": 3.0071, "step": 314 }, { "epoch": 0.86, "learning_rate": 6.278393351800553e-05, "loss": 2.9554, "step": 315 }, { "epoch": 0.86, "eval_loss": 2.9810054302215576, "eval_runtime": 152.5186, "eval_samples_per_second": 31.754, "eval_steps_per_second": 3.973, "eval_wer": 1.0, "step": 315 }, { "epoch": 0.86, "learning_rate": 6.274238227146815e-05, "loss": 2.9442, "step": 316 }, { "epoch": 0.87, "learning_rate": 6.270083102493075e-05, "loss": 2.9785, "step": 317 }, { "epoch": 0.87, "learning_rate": 6.265927977839335e-05, "loss": 2.9699, "step": 318 }, { "epoch": 0.87, "learning_rate": 6.261772853185595e-05, "loss": 3.0035, "step": 319 }, { "epoch": 0.88, "learning_rate": 6.257617728531855e-05, "loss": 2.9524, "step": 320 }, { "epoch": 0.88, "eval_loss": 2.9730944633483887, "eval_runtime": 138.504, "eval_samples_per_second": 34.966, "eval_steps_per_second": 4.375, "eval_wer": 1.0, "step": 320 }, { "epoch": 0.88, "learning_rate": 6.253462603878117e-05, "loss": 2.9584, "step": 321 }, { "epoch": 0.88, "learning_rate": 6.249307479224375e-05, "loss": 3.0005, "step": 322 }, { "epoch": 0.88, "learning_rate": 6.245152354570637e-05, "loss": 2.9827, "step": 323 }, { "epoch": 0.89, "learning_rate": 6.240997229916897e-05, "loss": 3.011, "step": 324 }, { "epoch": 0.89, "learning_rate": 6.236842105263157e-05, "loss": 2.9426, "step": 325 }, { "epoch": 0.89, "eval_loss": 2.982403516769409, "eval_runtime": 139.6744, "eval_samples_per_second": 34.674, "eval_steps_per_second": 4.339, "eval_wer": 1.0, "step": 325 }, { "epoch": 0.89, "learning_rate": 6.232686980609417e-05, "loss": 2.9149, "step": 326 }, { "epoch": 0.89, "learning_rate": 6.228531855955678e-05, "loss": 2.9827, "step": 327 }, { "epoch": 0.9, "learning_rate": 6.224376731301939e-05, "loss": 2.9586, "step": 328 }, { "epoch": 0.9, "learning_rate": 6.220221606648199e-05, "loss": 2.9289, "step": 329 }, { "epoch": 0.9, "learning_rate": 6.21606648199446e-05, "loss": 2.9416, "step": 330 }, { "epoch": 0.9, "eval_loss": 2.973137855529785, "eval_runtime": 144.8803, "eval_samples_per_second": 33.428, "eval_steps_per_second": 4.183, "eval_wer": 1.0, "step": 330 }, { "epoch": 0.91, "learning_rate": 6.21191135734072e-05, "loss": 2.9405, "step": 331 }, { "epoch": 0.91, "learning_rate": 6.20775623268698e-05, "loss": 2.9243, "step": 332 }, { "epoch": 0.91, "learning_rate": 6.203601108033241e-05, "loss": 2.9733, "step": 333 }, { "epoch": 0.91, "learning_rate": 6.1994459833795e-05, "loss": 2.9676, "step": 334 }, { "epoch": 0.92, "learning_rate": 6.195290858725762e-05, "loss": 2.9705, "step": 335 }, { "epoch": 0.92, "eval_loss": 2.9829530715942383, "eval_runtime": 138.2901, "eval_samples_per_second": 35.021, "eval_steps_per_second": 4.382, "eval_wer": 1.0, "step": 335 }, { "epoch": 0.92, "learning_rate": 6.191135734072022e-05, "loss": 2.9778, "step": 336 }, { "epoch": 0.92, "learning_rate": 6.186980609418282e-05, "loss": 3.0158, "step": 337 }, { "epoch": 0.92, "learning_rate": 6.182825484764542e-05, "loss": 2.9693, "step": 338 }, { "epoch": 0.93, "learning_rate": 6.178670360110802e-05, "loss": 2.9627, "step": 339 }, { "epoch": 0.93, "learning_rate": 6.174515235457064e-05, "loss": 2.9502, "step": 340 }, { "epoch": 0.93, "eval_loss": 2.971325397491455, "eval_runtime": 139.7434, "eval_samples_per_second": 34.656, "eval_steps_per_second": 4.337, "eval_wer": 1.0, "step": 340 }, { "epoch": 0.93, "learning_rate": 6.170360110803324e-05, "loss": 2.9047, "step": 341 }, { "epoch": 0.94, "learning_rate": 6.166204986149584e-05, "loss": 2.9732, "step": 342 }, { "epoch": 0.94, "learning_rate": 6.162049861495844e-05, "loss": 2.9257, "step": 343 }, { "epoch": 0.94, "learning_rate": 6.157894736842104e-05, "loss": 2.9478, "step": 344 }, { "epoch": 0.94, "learning_rate": 6.153739612188366e-05, "loss": 2.9393, "step": 345 }, { "epoch": 0.94, "eval_loss": 2.978956699371338, "eval_runtime": 139.4266, "eval_samples_per_second": 34.735, "eval_steps_per_second": 4.346, "eval_wer": 1.0, "step": 345 }, { "epoch": 0.95, "learning_rate": 6.149584487534626e-05, "loss": 2.8966, "step": 346 }, { "epoch": 0.95, "learning_rate": 6.145429362880886e-05, "loss": 2.9612, "step": 347 }, { "epoch": 0.95, "learning_rate": 6.141274238227146e-05, "loss": 2.9318, "step": 348 }, { "epoch": 0.95, "learning_rate": 6.137119113573406e-05, "loss": 2.9819, "step": 349 }, { "epoch": 0.96, "learning_rate": 6.132963988919668e-05, "loss": 2.9336, "step": 350 }, { "epoch": 0.96, "eval_loss": 2.968351125717163, "eval_runtime": 140.8713, "eval_samples_per_second": 34.379, "eval_steps_per_second": 4.302, "eval_wer": 1.0, "step": 350 }, { "epoch": 0.96, "learning_rate": 6.128808864265927e-05, "loss": 2.9953, "step": 351 }, { "epoch": 0.96, "learning_rate": 6.124653739612188e-05, "loss": 2.9949, "step": 352 }, { "epoch": 0.97, "learning_rate": 6.120498614958448e-05, "loss": 2.9588, "step": 353 }, { "epoch": 0.97, "learning_rate": 6.116343490304708e-05, "loss": 2.9841, "step": 354 }, { "epoch": 0.97, "learning_rate": 6.112188365650969e-05, "loss": 2.9542, "step": 355 }, { "epoch": 0.97, "eval_loss": 2.96889066696167, "eval_runtime": 141.6028, "eval_samples_per_second": 34.201, "eval_steps_per_second": 4.28, "eval_wer": 1.0, "step": 355 }, { "epoch": 0.97, "learning_rate": 6.108033240997229e-05, "loss": 2.9655, "step": 356 }, { "epoch": 0.98, "learning_rate": 6.10387811634349e-05, "loss": 2.9397, "step": 357 }, { "epoch": 0.98, "learning_rate": 6.0997229916897504e-05, "loss": 2.9519, "step": 358 }, { "epoch": 0.98, "learning_rate": 6.0955678670360106e-05, "loss": 2.8983, "step": 359 }, { "epoch": 0.98, "learning_rate": 6.091412742382271e-05, "loss": 2.9408, "step": 360 }, { "epoch": 0.98, "eval_loss": 2.955634355545044, "eval_runtime": 138.5742, "eval_samples_per_second": 34.949, "eval_steps_per_second": 4.373, "eval_wer": 1.0, "step": 360 }, { "epoch": 0.99, "learning_rate": 6.0872576177285315e-05, "loss": 2.9454, "step": 361 }, { "epoch": 0.99, "learning_rate": 6.0831024930747924e-05, "loss": 2.9174, "step": 362 }, { "epoch": 0.99, "learning_rate": 6.078947368421052e-05, "loss": 2.9425, "step": 363 }, { "epoch": 1.0, "learning_rate": 6.074792243767313e-05, "loss": 2.9597, "step": 364 }, { "epoch": 1.0, "learning_rate": 6.070637119113573e-05, "loss": 2.9544, "step": 365 }, { "epoch": 1.0, "eval_loss": 2.956270217895508, "eval_runtime": 139.6182, "eval_samples_per_second": 34.687, "eval_steps_per_second": 4.34, "eval_wer": 1.0, "step": 365 }, { "epoch": 1.0, "learning_rate": 6.0664819944598337e-05, "loss": 4.4967, "step": 366 }, { "epoch": 1.01, "learning_rate": 6.062326869806093e-05, "loss": 2.9612, "step": 367 }, { "epoch": 1.01, "learning_rate": 6.058171745152354e-05, "loss": 3.0047, "step": 368 }, { "epoch": 1.01, "learning_rate": 6.054016620498615e-05, "loss": 2.9431, "step": 369 }, { "epoch": 1.01, "learning_rate": 6.049861495844875e-05, "loss": 2.9187, "step": 370 }, { "epoch": 1.01, "eval_loss": 2.9623892307281494, "eval_runtime": 141.8494, "eval_samples_per_second": 34.142, "eval_steps_per_second": 4.272, "eval_wer": 1.0, "step": 370 }, { "epoch": 1.02, "learning_rate": 6.045706371191135e-05, "loss": 2.9771, "step": 371 }, { "epoch": 1.02, "learning_rate": 6.041551246537395e-05, "loss": 2.966, "step": 372 }, { "epoch": 1.02, "learning_rate": 6.037396121883656e-05, "loss": 2.9662, "step": 373 }, { "epoch": 1.02, "learning_rate": 6.033240997229917e-05, "loss": 3.001, "step": 374 }, { "epoch": 1.03, "learning_rate": 6.0290858725761764e-05, "loss": 2.9935, "step": 375 }, { "epoch": 1.03, "eval_loss": 2.949976921081543, "eval_runtime": 138.4199, "eval_samples_per_second": 34.988, "eval_steps_per_second": 4.378, "eval_wer": 1.0, "step": 375 }, { "epoch": 1.03, "learning_rate": 6.024930747922437e-05, "loss": 2.951, "step": 376 }, { "epoch": 1.03, "learning_rate": 6.0207756232686974e-05, "loss": 2.9511, "step": 377 }, { "epoch": 1.04, "learning_rate": 6.016620498614958e-05, "loss": 2.9524, "step": 378 }, { "epoch": 1.04, "learning_rate": 6.0124653739612183e-05, "loss": 2.9503, "step": 379 }, { "epoch": 1.04, "learning_rate": 6.0083102493074785e-05, "loss": 2.9803, "step": 380 }, { "epoch": 1.04, "eval_loss": 2.95582914352417, "eval_runtime": 139.2934, "eval_samples_per_second": 34.768, "eval_steps_per_second": 4.351, "eval_wer": 1.0, "step": 380 }, { "epoch": 1.04, "learning_rate": 6.004155124653739e-05, "loss": 2.9333, "step": 381 }, { "epoch": 1.05, "learning_rate": 5.9999999999999995e-05, "loss": 2.9503, "step": 382 }, { "epoch": 1.05, "learning_rate": 5.9958448753462596e-05, "loss": 2.9337, "step": 383 }, { "epoch": 1.05, "learning_rate": 5.9916897506925205e-05, "loss": 2.9673, "step": 384 }, { "epoch": 1.05, "learning_rate": 5.9875346260387806e-05, "loss": 2.9867, "step": 385 }, { "epoch": 1.05, "eval_loss": 2.9473366737365723, "eval_runtime": 144.168, "eval_samples_per_second": 33.593, "eval_steps_per_second": 4.203, "eval_wer": 1.0, "step": 385 }, { "epoch": 1.06, "learning_rate": 5.9833795013850414e-05, "loss": 2.9225, "step": 386 }, { "epoch": 1.06, "learning_rate": 5.979224376731301e-05, "loss": 2.9381, "step": 387 }, { "epoch": 1.06, "learning_rate": 5.975069252077562e-05, "loss": 2.9096, "step": 388 }, { "epoch": 1.07, "learning_rate": 5.9709141274238226e-05, "loss": 2.9099, "step": 389 }, { "epoch": 1.07, "learning_rate": 5.966759002770083e-05, "loss": 2.8925, "step": 390 }, { "epoch": 1.07, "eval_loss": 2.944408655166626, "eval_runtime": 145.7009, "eval_samples_per_second": 33.239, "eval_steps_per_second": 4.159, "eval_wer": 1.0, "step": 390 }, { "epoch": 1.07, "learning_rate": 5.962603878116343e-05, "loss": 2.9145, "step": 391 }, { "epoch": 1.07, "learning_rate": 5.958448753462603e-05, "loss": 2.9205, "step": 392 }, { "epoch": 1.08, "learning_rate": 5.954293628808864e-05, "loss": 2.9231, "step": 393 }, { "epoch": 1.08, "learning_rate": 5.950138504155125e-05, "loss": 2.9068, "step": 394 }, { "epoch": 1.08, "learning_rate": 5.945983379501384e-05, "loss": 2.9633, "step": 395 }, { "epoch": 1.08, "eval_loss": 2.9489939212799072, "eval_runtime": 150.5099, "eval_samples_per_second": 32.177, "eval_steps_per_second": 4.026, "eval_wer": 1.0, "step": 395 }, { "epoch": 1.08, "learning_rate": 5.941828254847645e-05, "loss": 2.9099, "step": 396 }, { "epoch": 1.09, "learning_rate": 5.937673130193905e-05, "loss": 2.9325, "step": 397 }, { "epoch": 1.09, "learning_rate": 5.933518005540166e-05, "loss": 2.9444, "step": 398 }, { "epoch": 1.09, "learning_rate": 5.9293628808864254e-05, "loss": 2.9118, "step": 399 }, { "epoch": 1.1, "learning_rate": 5.925207756232686e-05, "loss": 2.9191, "step": 400 }, { "epoch": 1.1, "eval_loss": 2.9361679553985596, "eval_runtime": 140.9786, "eval_samples_per_second": 34.353, "eval_steps_per_second": 4.299, "eval_wer": 1.0, "step": 400 }, { "epoch": 1.1, "learning_rate": 5.921052631578947e-05, "loss": 2.9139, "step": 401 }, { "epoch": 1.1, "learning_rate": 5.916897506925207e-05, "loss": 2.982, "step": 402 }, { "epoch": 1.1, "learning_rate": 5.9127423822714674e-05, "loss": 2.9486, "step": 403 }, { "epoch": 1.11, "learning_rate": 5.9085872576177276e-05, "loss": 2.8854, "step": 404 }, { "epoch": 1.11, "learning_rate": 5.9044321329639884e-05, "loss": 2.9081, "step": 405 }, { "epoch": 1.11, "eval_loss": 2.9393563270568848, "eval_runtime": 138.9404, "eval_samples_per_second": 34.857, "eval_steps_per_second": 4.362, "eval_wer": 1.0, "step": 405 }, { "epoch": 1.11, "learning_rate": 5.900277008310249e-05, "loss": 2.9866, "step": 406 }, { "epoch": 1.11, "learning_rate": 5.896121883656509e-05, "loss": 2.8782, "step": 407 }, { "epoch": 1.12, "learning_rate": 5.8919667590027695e-05, "loss": 2.8814, "step": 408 }, { "epoch": 1.12, "learning_rate": 5.8878116343490303e-05, "loss": 2.9144, "step": 409 }, { "epoch": 1.12, "learning_rate": 5.8836565096952905e-05, "loss": 2.9381, "step": 410 }, { "epoch": 1.12, "eval_loss": 2.9845528602600098, "eval_runtime": 140.1554, "eval_samples_per_second": 34.555, "eval_steps_per_second": 4.324, "eval_wer": 1.0, "step": 410 }, { "epoch": 1.13, "learning_rate": 5.8795013850415506e-05, "loss": 2.9658, "step": 411 }, { "epoch": 1.13, "learning_rate": 5.875346260387811e-05, "loss": 2.9623, "step": 412 }, { "epoch": 1.13, "learning_rate": 5.8711911357340716e-05, "loss": 2.9131, "step": 413 }, { "epoch": 1.13, "learning_rate": 5.8670360110803325e-05, "loss": 2.9526, "step": 414 }, { "epoch": 1.14, "learning_rate": 5.862880886426592e-05, "loss": 2.9271, "step": 415 }, { "epoch": 1.14, "eval_loss": 2.963838815689087, "eval_runtime": 138.9896, "eval_samples_per_second": 34.844, "eval_steps_per_second": 4.36, "eval_wer": 1.0, "step": 415 }, { "epoch": 1.14, "learning_rate": 5.858725761772853e-05, "loss": 2.9842, "step": 416 }, { "epoch": 1.14, "learning_rate": 5.854570637119113e-05, "loss": 2.96, "step": 417 }, { "epoch": 1.15, "learning_rate": 5.850415512465374e-05, "loss": 2.9847, "step": 418 }, { "epoch": 1.15, "learning_rate": 5.846260387811633e-05, "loss": 2.9779, "step": 419 }, { "epoch": 1.15, "learning_rate": 5.842105263157894e-05, "loss": 2.959, "step": 420 }, { "epoch": 1.15, "eval_loss": 2.9835448265075684, "eval_runtime": 140.9902, "eval_samples_per_second": 34.35, "eval_steps_per_second": 4.298, "eval_wer": 1.0, "step": 420 }, { "epoch": 1.15, "learning_rate": 5.837950138504155e-05, "loss": 2.978, "step": 421 }, { "epoch": 1.16, "learning_rate": 5.833795013850415e-05, "loss": 2.9544, "step": 422 }, { "epoch": 1.16, "learning_rate": 5.829639889196675e-05, "loss": 2.9387, "step": 423 }, { "epoch": 1.16, "learning_rate": 5.825484764542935e-05, "loss": 2.9354, "step": 424 }, { "epoch": 1.16, "learning_rate": 5.821329639889196e-05, "loss": 2.9486, "step": 425 }, { "epoch": 1.16, "eval_loss": 2.936093330383301, "eval_runtime": 150.3452, "eval_samples_per_second": 32.213, "eval_steps_per_second": 4.031, "eval_wer": 1.0, "step": 425 }, { "epoch": 1.17, "learning_rate": 5.817174515235457e-05, "loss": 2.9728, "step": 426 }, { "epoch": 1.17, "learning_rate": 5.8130193905817165e-05, "loss": 2.9476, "step": 427 }, { "epoch": 1.17, "learning_rate": 5.808864265927977e-05, "loss": 2.9478, "step": 428 }, { "epoch": 1.18, "learning_rate": 5.8047091412742374e-05, "loss": 2.9442, "step": 429 }, { "epoch": 1.18, "learning_rate": 5.800554016620498e-05, "loss": 2.9246, "step": 430 }, { "epoch": 1.18, "eval_loss": 2.961500644683838, "eval_runtime": 140.2999, "eval_samples_per_second": 34.519, "eval_steps_per_second": 4.319, "eval_wer": 1.0, "step": 430 }, { "epoch": 1.18, "learning_rate": 5.7963988919667584e-05, "loss": 2.9591, "step": 431 }, { "epoch": 1.18, "learning_rate": 5.7922437673130186e-05, "loss": 2.9663, "step": 432 }, { "epoch": 1.19, "learning_rate": 5.7880886426592794e-05, "loss": 2.9332, "step": 433 }, { "epoch": 1.19, "learning_rate": 5.7839335180055396e-05, "loss": 2.9235, "step": 434 }, { "epoch": 1.19, "learning_rate": 5.7797783933518e-05, "loss": 2.923, "step": 435 }, { "epoch": 1.19, "eval_loss": 2.9313013553619385, "eval_runtime": 138.3532, "eval_samples_per_second": 35.005, "eval_steps_per_second": 4.38, "eval_wer": 1.0, "step": 435 }, { "epoch": 1.19, "learning_rate": 5.7756232686980605e-05, "loss": 2.9673, "step": 436 }, { "epoch": 1.2, "learning_rate": 5.771468144044321e-05, "loss": 2.9402, "step": 437 }, { "epoch": 1.2, "learning_rate": 5.7673130193905815e-05, "loss": 2.8955, "step": 438 }, { "epoch": 1.2, "learning_rate": 5.763157894736841e-05, "loss": 2.9274, "step": 439 }, { "epoch": 1.21, "learning_rate": 5.759002770083102e-05, "loss": 2.8908, "step": 440 }, { "epoch": 1.21, "eval_loss": 2.936167001724243, "eval_runtime": 138.4925, "eval_samples_per_second": 34.969, "eval_steps_per_second": 4.376, "eval_wer": 1.0, "step": 440 }, { "epoch": 1.21, "learning_rate": 5.7548476454293627e-05, "loss": 2.9045, "step": 441 }, { "epoch": 1.21, "learning_rate": 5.750692520775623e-05, "loss": 2.9286, "step": 442 }, { "epoch": 1.21, "learning_rate": 5.746537396121883e-05, "loss": 2.9256, "step": 443 }, { "epoch": 1.22, "learning_rate": 5.742382271468143e-05, "loss": 2.9056, "step": 444 }, { "epoch": 1.22, "learning_rate": 5.738227146814404e-05, "loss": 2.8976, "step": 445 }, { "epoch": 1.22, "eval_loss": 2.92244553565979, "eval_runtime": 143.3663, "eval_samples_per_second": 33.781, "eval_steps_per_second": 4.227, "eval_wer": 1.0, "step": 445 }, { "epoch": 1.22, "learning_rate": 5.734072022160665e-05, "loss": 2.8916, "step": 446 }, { "epoch": 1.22, "learning_rate": 5.729916897506925e-05, "loss": 2.9318, "step": 447 }, { "epoch": 1.23, "learning_rate": 5.725761772853185e-05, "loss": 2.9276, "step": 448 }, { "epoch": 1.23, "learning_rate": 5.721606648199445e-05, "loss": 2.9009, "step": 449 }, { "epoch": 1.23, "learning_rate": 5.717451523545706e-05, "loss": 2.9278, "step": 450 }, { "epoch": 1.23, "eval_loss": 2.9276182651519775, "eval_runtime": 142.4434, "eval_samples_per_second": 33.999, "eval_steps_per_second": 4.254, "eval_wer": 1.0, "step": 450 }, { "epoch": 1.24, "learning_rate": 5.713296398891967e-05, "loss": 2.8915, "step": 451 }, { "epoch": 1.24, "learning_rate": 5.7091412742382264e-05, "loss": 2.898, "step": 452 }, { "epoch": 1.24, "learning_rate": 5.704986149584487e-05, "loss": 2.89, "step": 453 }, { "epoch": 1.24, "learning_rate": 5.700831024930747e-05, "loss": 2.8834, "step": 454 }, { "epoch": 1.25, "learning_rate": 5.696675900277008e-05, "loss": 2.8429, "step": 455 }, { "epoch": 1.25, "eval_loss": 2.92988657951355, "eval_runtime": 145.7611, "eval_samples_per_second": 33.226, "eval_steps_per_second": 4.157, "eval_wer": 1.0, "step": 455 }, { "epoch": 1.25, "learning_rate": 5.6925207756232676e-05, "loss": 2.8771, "step": 456 }, { "epoch": 1.25, "learning_rate": 5.6883656509695285e-05, "loss": 2.9245, "step": 457 }, { "epoch": 1.25, "learning_rate": 5.684210526315789e-05, "loss": 2.9192, "step": 458 }, { "epoch": 1.26, "learning_rate": 5.6800554016620494e-05, "loss": 2.9421, "step": 459 }, { "epoch": 1.26, "learning_rate": 5.6759002770083096e-05, "loss": 2.867, "step": 460 }, { "epoch": 1.26, "eval_loss": 2.9258229732513428, "eval_runtime": 143.8058, "eval_samples_per_second": 33.677, "eval_steps_per_second": 4.214, "eval_wer": 1.0, "step": 460 }, { "epoch": 1.26, "learning_rate": 5.6717451523545704e-05, "loss": 2.879, "step": 461 }, { "epoch": 1.27, "learning_rate": 5.6675900277008306e-05, "loss": 2.8976, "step": 462 }, { "epoch": 1.27, "learning_rate": 5.6634349030470914e-05, "loss": 2.8255, "step": 463 }, { "epoch": 1.27, "learning_rate": 5.659279778393351e-05, "loss": 2.8579, "step": 464 }, { "epoch": 1.27, "learning_rate": 5.655124653739612e-05, "loss": 2.9734, "step": 465 }, { "epoch": 1.27, "eval_loss": 2.928051233291626, "eval_runtime": 139.3845, "eval_samples_per_second": 34.746, "eval_steps_per_second": 4.348, "eval_wer": 0.9999716151007664, "step": 465 }, { "epoch": 1.28, "learning_rate": 5.6509695290858725e-05, "loss": 2.996, "step": 466 }, { "epoch": 1.28, "learning_rate": 5.646814404432133e-05, "loss": 2.9522, "step": 467 }, { "epoch": 1.28, "learning_rate": 5.642659279778393e-05, "loss": 2.9662, "step": 468 }, { "epoch": 1.28, "learning_rate": 5.638504155124653e-05, "loss": 2.9523, "step": 469 }, { "epoch": 1.29, "learning_rate": 5.634349030470914e-05, "loss": 2.934, "step": 470 }, { "epoch": 1.29, "eval_loss": 2.9229252338409424, "eval_runtime": 140.441, "eval_samples_per_second": 34.484, "eval_steps_per_second": 4.315, "eval_wer": 1.0, "step": 470 }, { "epoch": 1.29, "learning_rate": 5.6301939058171747e-05, "loss": 2.9282, "step": 471 }, { "epoch": 1.29, "learning_rate": 5.626038781163434e-05, "loss": 2.9611, "step": 472 }, { "epoch": 1.3, "learning_rate": 5.621883656509695e-05, "loss": 2.955, "step": 473 }, { "epoch": 1.3, "learning_rate": 5.617728531855955e-05, "loss": 2.9393, "step": 474 }, { "epoch": 1.3, "learning_rate": 5.613573407202216e-05, "loss": 2.9521, "step": 475 }, { "epoch": 1.3, "eval_loss": 2.913442611694336, "eval_runtime": 149.0709, "eval_samples_per_second": 32.488, "eval_steps_per_second": 4.065, "eval_wer": 1.0, "step": 475 }, { "epoch": 1.3, "learning_rate": 5.6094182825484754e-05, "loss": 2.9447, "step": 476 }, { "epoch": 1.31, "learning_rate": 5.605263157894736e-05, "loss": 2.93, "step": 477 }, { "epoch": 1.31, "learning_rate": 5.601108033240997e-05, "loss": 2.9706, "step": 478 }, { "epoch": 1.31, "learning_rate": 5.596952908587257e-05, "loss": 2.9684, "step": 479 }, { "epoch": 1.31, "learning_rate": 5.5927977839335174e-05, "loss": 2.9098, "step": 480 }, { "epoch": 1.31, "eval_loss": 2.9051098823547363, "eval_runtime": 144.0225, "eval_samples_per_second": 33.627, "eval_steps_per_second": 4.208, "eval_wer": 0.9992903775191598, "step": 480 }, { "epoch": 1.32, "learning_rate": 5.5886426592797775e-05, "loss": 2.9175, "step": 481 }, { "epoch": 1.32, "learning_rate": 5.5844875346260384e-05, "loss": 2.9216, "step": 482 }, { "epoch": 1.32, "learning_rate": 5.580332409972299e-05, "loss": 2.936, "step": 483 }, { "epoch": 1.33, "learning_rate": 5.5761772853185587e-05, "loss": 2.9125, "step": 484 }, { "epoch": 1.33, "learning_rate": 5.5720221606648195e-05, "loss": 2.9112, "step": 485 }, { "epoch": 1.33, "eval_loss": 2.9028286933898926, "eval_runtime": 154.3777, "eval_samples_per_second": 31.371, "eval_steps_per_second": 3.925, "eval_wer": 0.9998864604030656, "step": 485 }, { "epoch": 1.33, "learning_rate": 5.5678670360110796e-05, "loss": 2.9107, "step": 486 }, { "epoch": 1.33, "learning_rate": 5.5637119113573405e-05, "loss": 2.931, "step": 487 }, { "epoch": 1.34, "learning_rate": 5.5595567867036006e-05, "loss": 2.9035, "step": 488 }, { "epoch": 1.34, "learning_rate": 5.555401662049861e-05, "loss": 2.8951, "step": 489 }, { "epoch": 1.34, "learning_rate": 5.5512465373961216e-05, "loss": 2.8799, "step": 490 }, { "epoch": 1.34, "eval_loss": 2.910067081451416, "eval_runtime": 139.5277, "eval_samples_per_second": 34.71, "eval_steps_per_second": 4.343, "eval_wer": 0.9986375248367868, "step": 490 }, { "epoch": 1.34, "learning_rate": 5.5470914127423824e-05, "loss": 2.8484, "step": 491 }, { "epoch": 1.35, "learning_rate": 5.542936288088642e-05, "loss": 2.9236, "step": 492 }, { "epoch": 1.35, "learning_rate": 5.538781163434903e-05, "loss": 2.859, "step": 493 }, { "epoch": 1.35, "learning_rate": 5.534626038781163e-05, "loss": 2.8699, "step": 494 }, { "epoch": 1.36, "learning_rate": 5.530470914127424e-05, "loss": 2.857, "step": 495 }, { "epoch": 1.36, "eval_loss": 2.9004716873168945, "eval_runtime": 139.9768, "eval_samples_per_second": 34.599, "eval_steps_per_second": 4.329, "eval_wer": 0.999205222821459, "step": 495 }, { "epoch": 1.36, "learning_rate": 5.526315789473683e-05, "loss": 2.8653, "step": 496 }, { "epoch": 1.36, "learning_rate": 5.522160664819944e-05, "loss": 2.8896, "step": 497 }, { "epoch": 1.36, "learning_rate": 5.518005540166205e-05, "loss": 2.8958, "step": 498 }, { "epoch": 1.37, "learning_rate": 5.513850415512465e-05, "loss": 2.8699, "step": 499 }, { "epoch": 1.37, "learning_rate": 5.509695290858725e-05, "loss": 2.8525, "step": 500 }, { "epoch": 1.37, "eval_loss": 2.893693685531616, "eval_runtime": 139.5951, "eval_samples_per_second": 34.693, "eval_steps_per_second": 4.341, "eval_wer": 1.0, "step": 500 }, { "epoch": 1.37, "learning_rate": 5.505540166204985e-05, "loss": 2.8441, "step": 501 }, { "epoch": 1.37, "learning_rate": 5.501385041551246e-05, "loss": 2.8695, "step": 502 }, { "epoch": 1.38, "learning_rate": 5.497229916897507e-05, "loss": 2.8454, "step": 503 }, { "epoch": 1.38, "learning_rate": 5.4930747922437664e-05, "loss": 2.8558, "step": 504 }, { "epoch": 1.38, "learning_rate": 5.488919667590027e-05, "loss": 2.8682, "step": 505 }, { "epoch": 1.38, "eval_loss": 2.8903708457946777, "eval_runtime": 139.876, "eval_samples_per_second": 34.624, "eval_steps_per_second": 4.332, "eval_wer": 0.9999716151007664, "step": 505 }, { "epoch": 1.39, "learning_rate": 5.4847645429362874e-05, "loss": 2.8851, "step": 506 }, { "epoch": 1.39, "learning_rate": 5.480609418282548e-05, "loss": 2.8332, "step": 507 }, { "epoch": 1.39, "learning_rate": 5.476454293628808e-05, "loss": 2.8778, "step": 508 }, { "epoch": 1.39, "learning_rate": 5.4722991689750686e-05, "loss": 2.8975, "step": 509 }, { "epoch": 1.4, "learning_rate": 5.4681440443213294e-05, "loss": 2.8899, "step": 510 }, { "epoch": 1.4, "eval_loss": 2.891392469406128, "eval_runtime": 143.7998, "eval_samples_per_second": 33.679, "eval_steps_per_second": 4.214, "eval_wer": 0.9964235026965654, "step": 510 }, { "epoch": 1.4, "learning_rate": 5.4639889196675895e-05, "loss": 2.8337, "step": 511 }, { "epoch": 1.4, "learning_rate": 5.45983379501385e-05, "loss": 2.8885, "step": 512 }, { "epoch": 1.4, "learning_rate": 5.4556786703601105e-05, "loss": 2.8154, "step": 513 }, { "epoch": 1.41, "learning_rate": 5.451523545706371e-05, "loss": 2.8331, "step": 514 }, { "epoch": 1.41, "learning_rate": 5.4473684210526315e-05, "loss": 2.7475, "step": 515 }, { "epoch": 1.41, "eval_loss": 2.8841705322265625, "eval_runtime": 143.1862, "eval_samples_per_second": 33.823, "eval_steps_per_second": 4.232, "eval_wer": 0.9949758728356515, "step": 515 }, { "epoch": 1.41, "learning_rate": 5.443213296398891e-05, "loss": 2.9662, "step": 516 }, { "epoch": 1.42, "learning_rate": 5.439058171745152e-05, "loss": 2.9371, "step": 517 }, { "epoch": 1.42, "learning_rate": 5.4349030470914126e-05, "loss": 2.951, "step": 518 }, { "epoch": 1.42, "learning_rate": 5.430747922437673e-05, "loss": 2.9043, "step": 519 }, { "epoch": 1.42, "learning_rate": 5.426592797783933e-05, "loss": 2.9263, "step": 520 }, { "epoch": 1.42, "eval_loss": 2.885201930999756, "eval_runtime": 140.0653, "eval_samples_per_second": 34.577, "eval_steps_per_second": 4.327, "eval_wer": 0.9971898949758728, "step": 520 }, { "epoch": 1.43, "learning_rate": 5.422437673130193e-05, "loss": 2.9212, "step": 521 }, { "epoch": 1.43, "learning_rate": 5.418282548476454e-05, "loss": 2.907, "step": 522 }, { "epoch": 1.43, "learning_rate": 5.414127423822715e-05, "loss": 2.8914, "step": 523 }, { "epoch": 1.44, "learning_rate": 5.409972299168974e-05, "loss": 2.9022, "step": 524 }, { "epoch": 1.44, "learning_rate": 5.405817174515235e-05, "loss": 2.8603, "step": 525 }, { "epoch": 1.44, "eval_loss": 2.8762059211730957, "eval_runtime": 139.2528, "eval_samples_per_second": 34.778, "eval_steps_per_second": 4.352, "eval_wer": 0.9966221969912007, "step": 525 }, { "epoch": 1.44, "learning_rate": 5.401662049861495e-05, "loss": 2.8961, "step": 526 }, { "epoch": 1.44, "learning_rate": 5.397506925207756e-05, "loss": 2.8595, "step": 527 }, { "epoch": 1.45, "learning_rate": 5.3933518005540155e-05, "loss": 2.8559, "step": 528 }, { "epoch": 1.45, "learning_rate": 5.389196675900276e-05, "loss": 2.8631, "step": 529 }, { "epoch": 1.45, "learning_rate": 5.385041551246537e-05, "loss": 2.864, "step": 530 }, { "epoch": 1.45, "eval_loss": 2.8680307865142822, "eval_runtime": 139.0826, "eval_samples_per_second": 34.821, "eval_steps_per_second": 4.357, "eval_wer": 0.997757592960545, "step": 530 }, { "epoch": 1.45, "learning_rate": 5.380886426592797e-05, "loss": 2.8688, "step": 531 }, { "epoch": 1.46, "learning_rate": 5.3767313019390575e-05, "loss": 2.8695, "step": 532 }, { "epoch": 1.46, "learning_rate": 5.3725761772853176e-05, "loss": 2.8508, "step": 533 }, { "epoch": 1.46, "learning_rate": 5.3684210526315784e-05, "loss": 2.8775, "step": 534 }, { "epoch": 1.47, "learning_rate": 5.364265927977839e-05, "loss": 2.8632, "step": 535 }, { "epoch": 1.47, "eval_loss": 2.860178232192993, "eval_runtime": 141.1033, "eval_samples_per_second": 34.322, "eval_steps_per_second": 4.295, "eval_wer": 0.9963951177973318, "step": 535 }, { "epoch": 1.47, "learning_rate": 5.360110803324099e-05, "loss": 2.8687, "step": 536 }, { "epoch": 1.47, "learning_rate": 5.3559556786703596e-05, "loss": 2.8723, "step": 537 }, { "epoch": 1.47, "learning_rate": 5.35180055401662e-05, "loss": 2.8284, "step": 538 }, { "epoch": 1.48, "learning_rate": 5.3476454293628806e-05, "loss": 2.8968, "step": 539 }, { "epoch": 1.48, "learning_rate": 5.343490304709141e-05, "loss": 2.9289, "step": 540 }, { "epoch": 1.48, "eval_loss": 2.8583950996398926, "eval_runtime": 138.2843, "eval_samples_per_second": 35.022, "eval_steps_per_second": 4.382, "eval_wer": 0.9952313369287539, "step": 540 }, { "epoch": 1.48, "learning_rate": 5.339335180055401e-05, "loss": 2.8136, "step": 541 }, { "epoch": 1.48, "learning_rate": 5.335180055401662e-05, "loss": 2.8341, "step": 542 }, { "epoch": 1.49, "learning_rate": 5.3310249307479225e-05, "loss": 2.8136, "step": 543 }, { "epoch": 1.49, "learning_rate": 5.326869806094182e-05, "loss": 2.7994, "step": 544 }, { "epoch": 1.49, "learning_rate": 5.322714681440443e-05, "loss": 2.8689, "step": 545 }, { "epoch": 1.49, "eval_loss": 2.8587305545806885, "eval_runtime": 149.9846, "eval_samples_per_second": 32.29, "eval_steps_per_second": 4.04, "eval_wer": 0.9956003406187908, "step": 545 }, { "epoch": 1.5, "learning_rate": 5.318559556786703e-05, "loss": 2.8277, "step": 546 }, { "epoch": 1.5, "learning_rate": 5.314404432132964e-05, "loss": 2.8735, "step": 547 }, { "epoch": 1.5, "learning_rate": 5.310249307479223e-05, "loss": 2.7942, "step": 548 }, { "epoch": 1.5, "learning_rate": 5.306094182825484e-05, "loss": 2.8556, "step": 549 }, { "epoch": 1.51, "learning_rate": 5.301939058171745e-05, "loss": 2.8304, "step": 550 }, { "epoch": 1.51, "eval_loss": 2.851149082183838, "eval_runtime": 142.6259, "eval_samples_per_second": 33.956, "eval_steps_per_second": 4.249, "eval_wer": 0.9993187624183935, "step": 550 }, { "epoch": 1.51, "learning_rate": 5.297783933518005e-05, "loss": 2.8442, "step": 551 }, { "epoch": 1.51, "learning_rate": 5.293628808864266e-05, "loss": 2.8402, "step": 552 }, { "epoch": 1.51, "learning_rate": 5.2894736842105254e-05, "loss": 2.7748, "step": 553 }, { "epoch": 1.52, "learning_rate": 5.285318559556786e-05, "loss": 2.8555, "step": 554 }, { "epoch": 1.52, "learning_rate": 5.281163434903047e-05, "loss": 2.8024, "step": 555 }, { "epoch": 1.52, "eval_loss": 2.845991849899292, "eval_runtime": 140.0808, "eval_samples_per_second": 34.573, "eval_steps_per_second": 4.326, "eval_wer": 1.0, "step": 555 }, { "epoch": 1.52, "learning_rate": 5.277008310249307e-05, "loss": 2.7621, "step": 556 }, { "epoch": 1.53, "learning_rate": 5.2728531855955674e-05, "loss": 2.7169, "step": 557 }, { "epoch": 1.53, "learning_rate": 5.2686980609418275e-05, "loss": 2.8385, "step": 558 }, { "epoch": 1.53, "learning_rate": 5.264542936288088e-05, "loss": 2.7846, "step": 559 }, { "epoch": 1.53, "learning_rate": 5.260387811634349e-05, "loss": 2.7649, "step": 560 }, { "epoch": 1.53, "eval_loss": 2.8460400104522705, "eval_runtime": 140.2323, "eval_samples_per_second": 34.536, "eval_steps_per_second": 4.321, "eval_wer": 1.0000283848992335, "step": 560 }, { "epoch": 1.54, "learning_rate": 5.2562326869806086e-05, "loss": 2.7549, "step": 561 }, { "epoch": 1.54, "learning_rate": 5.2520775623268695e-05, "loss": 2.7807, "step": 562 }, { "epoch": 1.54, "learning_rate": 5.2479224376731296e-05, "loss": 2.8133, "step": 563 }, { "epoch": 1.54, "learning_rate": 5.2437673130193904e-05, "loss": 2.8473, "step": 564 }, { "epoch": 1.55, "learning_rate": 5.2396121883656506e-05, "loss": 2.8756, "step": 565 }, { "epoch": 1.55, "eval_loss": 2.834791660308838, "eval_runtime": 146.243, "eval_samples_per_second": 33.116, "eval_steps_per_second": 4.144, "eval_wer": 0.9987226795344877, "step": 565 }, { "epoch": 1.55, "learning_rate": 5.235457063711911e-05, "loss": 2.913, "step": 566 }, { "epoch": 1.55, "learning_rate": 5.2313019390581716e-05, "loss": 2.8613, "step": 567 }, { "epoch": 1.56, "learning_rate": 5.227146814404432e-05, "loss": 2.892, "step": 568 }, { "epoch": 1.56, "learning_rate": 5.222991689750692e-05, "loss": 2.8786, "step": 569 }, { "epoch": 1.56, "learning_rate": 5.218836565096953e-05, "loss": 2.8808, "step": 570 }, { "epoch": 1.56, "eval_loss": 2.8539350032806396, "eval_runtime": 140.0537, "eval_samples_per_second": 34.58, "eval_steps_per_second": 4.327, "eval_wer": 0.9993187624183935, "step": 570 }, { "epoch": 1.56, "learning_rate": 5.214681440443213e-05, "loss": 2.8789, "step": 571 }, { "epoch": 1.57, "learning_rate": 5.210526315789474e-05, "loss": 2.8492, "step": 572 }, { "epoch": 1.57, "learning_rate": 5.206371191135733e-05, "loss": 2.8207, "step": 573 }, { "epoch": 1.57, "learning_rate": 5.202216066481994e-05, "loss": 2.869, "step": 574 }, { "epoch": 1.57, "learning_rate": 5.198060941828255e-05, "loss": 2.9027, "step": 575 }, { "epoch": 1.57, "eval_loss": 2.8282339572906494, "eval_runtime": 142.3231, "eval_samples_per_second": 34.028, "eval_steps_per_second": 4.258, "eval_wer": 0.9975021288674425, "step": 575 }, { "epoch": 1.58, "learning_rate": 5.193905817174515e-05, "loss": 2.8345, "step": 576 }, { "epoch": 1.58, "learning_rate": 5.189750692520775e-05, "loss": 2.8725, "step": 577 }, { "epoch": 1.58, "learning_rate": 5.185595567867035e-05, "loss": 2.8619, "step": 578 }, { "epoch": 1.59, "learning_rate": 5.181440443213296e-05, "loss": 2.7877, "step": 579 }, { "epoch": 1.59, "learning_rate": 5.177285318559557e-05, "loss": 2.8586, "step": 580 }, { "epoch": 1.59, "eval_loss": 2.8288161754608154, "eval_runtime": 140.1893, "eval_samples_per_second": 34.546, "eval_steps_per_second": 4.323, "eval_wer": 0.9975872835651434, "step": 580 }, { "epoch": 1.59, "learning_rate": 5.1731301939058164e-05, "loss": 2.7929, "step": 581 }, { "epoch": 1.59, "learning_rate": 5.168975069252077e-05, "loss": 2.8394, "step": 582 }, { "epoch": 1.6, "learning_rate": 5.1648199445983374e-05, "loss": 2.7996, "step": 583 }, { "epoch": 1.6, "learning_rate": 5.160664819944598e-05, "loss": 2.8532, "step": 584 }, { "epoch": 1.6, "learning_rate": 5.156509695290858e-05, "loss": 2.8193, "step": 585 }, { "epoch": 1.6, "eval_loss": 2.81013822555542, "eval_runtime": 142.9864, "eval_samples_per_second": 33.87, "eval_steps_per_second": 4.238, "eval_wer": 1.0050525120635823, "step": 585 }, { "epoch": 1.6, "learning_rate": 5.1523545706371185e-05, "loss": 2.8696, "step": 586 }, { "epoch": 1.61, "learning_rate": 5.1481994459833794e-05, "loss": 2.8035, "step": 587 }, { "epoch": 1.61, "learning_rate": 5.1440443213296395e-05, "loss": 2.8114, "step": 588 }, { "epoch": 1.61, "learning_rate": 5.1398891966758997e-05, "loss": 2.8353, "step": 589 }, { "epoch": 1.62, "learning_rate": 5.13573407202216e-05, "loss": 2.811, "step": 590 }, { "epoch": 1.62, "eval_loss": 2.7964913845062256, "eval_runtime": 139.0817, "eval_samples_per_second": 34.821, "eval_steps_per_second": 4.357, "eval_wer": 1.0014192449616803, "step": 590 }, { "epoch": 1.62, "learning_rate": 5.1315789473684206e-05, "loss": 2.751, "step": 591 }, { "epoch": 1.62, "learning_rate": 5.1274238227146815e-05, "loss": 2.8043, "step": 592 }, { "epoch": 1.62, "learning_rate": 5.123268698060941e-05, "loss": 2.7356, "step": 593 }, { "epoch": 1.63, "learning_rate": 5.119113573407202e-05, "loss": 2.7633, "step": 594 }, { "epoch": 1.63, "learning_rate": 5.1149584487534626e-05, "loss": 2.7332, "step": 595 }, { "epoch": 1.63, "eval_loss": 2.7884466648101807, "eval_runtime": 152.6632, "eval_samples_per_second": 31.723, "eval_steps_per_second": 3.97, "eval_wer": 1.0025830258302584, "step": 595 }, { "epoch": 1.63, "learning_rate": 5.110803324099723e-05, "loss": 2.7712, "step": 596 }, { "epoch": 1.63, "learning_rate": 5.106648199445983e-05, "loss": 2.7643, "step": 597 }, { "epoch": 1.64, "learning_rate": 5.102493074792243e-05, "loss": 2.7129, "step": 598 }, { "epoch": 1.64, "learning_rate": 5.098337950138504e-05, "loss": 2.694, "step": 599 }, { "epoch": 1.64, "learning_rate": 5.094182825484765e-05, "loss": 2.7717, "step": 600 }, { "epoch": 1.64, "eval_loss": 2.7883124351501465, "eval_runtime": 139.7359, "eval_samples_per_second": 34.658, "eval_steps_per_second": 4.337, "eval_wer": 1.0060459835367583, "step": 600 }, { "epoch": 1.65, "learning_rate": 5.090027700831024e-05, "loss": 2.8192, "step": 601 }, { "epoch": 1.65, "learning_rate": 5.085872576177285e-05, "loss": 2.7632, "step": 602 }, { "epoch": 1.65, "learning_rate": 5.081717451523545e-05, "loss": 2.8272, "step": 603 }, { "epoch": 1.65, "learning_rate": 5.077562326869806e-05, "loss": 2.7025, "step": 604 }, { "epoch": 1.66, "learning_rate": 5.0734072022160655e-05, "loss": 2.6901, "step": 605 }, { "epoch": 1.66, "eval_loss": 2.7800726890563965, "eval_runtime": 149.872, "eval_samples_per_second": 32.314, "eval_steps_per_second": 4.043, "eval_wer": 0.9974453590689754, "step": 605 }, { "epoch": 1.66, "learning_rate": 5.069252077562326e-05, "loss": 2.7073, "step": 606 }, { "epoch": 1.66, "learning_rate": 5.065096952908587e-05, "loss": 2.7538, "step": 607 }, { "epoch": 1.66, "learning_rate": 5.060941828254847e-05, "loss": 2.7703, "step": 608 }, { "epoch": 1.67, "learning_rate": 5.0567867036011074e-05, "loss": 2.7492, "step": 609 }, { "epoch": 1.67, "learning_rate": 5.0526315789473676e-05, "loss": 2.6905, "step": 610 }, { "epoch": 1.67, "eval_loss": 2.811263084411621, "eval_runtime": 143.6498, "eval_samples_per_second": 33.714, "eval_steps_per_second": 4.219, "eval_wer": 0.996820891285836, "step": 610 }, { "epoch": 1.67, "learning_rate": 5.0484764542936284e-05, "loss": 2.7315, "step": 611 }, { "epoch": 1.68, "learning_rate": 5.044321329639889e-05, "loss": 2.7007, "step": 612 }, { "epoch": 1.68, "learning_rate": 5.040166204986149e-05, "loss": 2.7963, "step": 613 }, { "epoch": 1.68, "learning_rate": 5.0360110803324095e-05, "loss": 2.7419, "step": 614 }, { "epoch": 1.68, "learning_rate": 5.03185595567867e-05, "loss": 2.7442, "step": 615 }, { "epoch": 1.68, "eval_loss": 2.8113441467285156, "eval_runtime": 138.6884, "eval_samples_per_second": 34.92, "eval_steps_per_second": 4.37, "eval_wer": 1.0006812375816065, "step": 615 }, { "epoch": 1.69, "learning_rate": 5.0277008310249305e-05, "loss": 2.9024, "step": 616 }, { "epoch": 1.69, "learning_rate": 5.023545706371191e-05, "loss": 2.8703, "step": 617 }, { "epoch": 1.69, "learning_rate": 5.019390581717451e-05, "loss": 2.8659, "step": 618 }, { "epoch": 1.69, "learning_rate": 5.015235457063712e-05, "loss": 2.8224, "step": 619 }, { "epoch": 1.7, "learning_rate": 5.011080332409972e-05, "loss": 2.8431, "step": 620 }, { "epoch": 1.7, "eval_loss": 2.8152356147766113, "eval_runtime": 150.0291, "eval_samples_per_second": 32.28, "eval_steps_per_second": 4.039, "eval_wer": 1.0343173431734318, "step": 620 }, { "epoch": 1.7, "learning_rate": 5.006925207756232e-05, "loss": 2.8095, "step": 621 }, { "epoch": 1.7, "learning_rate": 5.002770083102493e-05, "loss": 2.814, "step": 622 }, { "epoch": 1.71, "learning_rate": 4.998614958448753e-05, "loss": 2.8354, "step": 623 }, { "epoch": 1.71, "learning_rate": 4.994459833795014e-05, "loss": 2.7698, "step": 624 }, { "epoch": 1.71, "learning_rate": 4.990304709141273e-05, "loss": 2.8028, "step": 625 }, { "epoch": 1.71, "eval_loss": 2.7790422439575195, "eval_runtime": 139.093, "eval_samples_per_second": 34.818, "eval_steps_per_second": 4.357, "eval_wer": 1.025035481124042, "step": 625 }, { "epoch": 1.71, "learning_rate": 4.986149584487534e-05, "loss": 2.7882, "step": 626 }, { "epoch": 1.72, "learning_rate": 4.981994459833795e-05, "loss": 2.8561, "step": 627 }, { "epoch": 1.72, "learning_rate": 4.977839335180055e-05, "loss": 2.7917, "step": 628 }, { "epoch": 1.72, "learning_rate": 4.973684210526315e-05, "loss": 2.7962, "step": 629 }, { "epoch": 1.73, "learning_rate": 4.9695290858725754e-05, "loss": 2.7151, "step": 630 }, { "epoch": 1.73, "eval_loss": 2.7653234004974365, "eval_runtime": 138.9273, "eval_samples_per_second": 34.86, "eval_steps_per_second": 4.362, "eval_wer": 1.0286687482259438, "step": 630 }, { "epoch": 1.73, "learning_rate": 4.965373961218836e-05, "loss": 2.7514, "step": 631 }, { "epoch": 1.73, "learning_rate": 4.961218836565097e-05, "loss": 2.7411, "step": 632 }, { "epoch": 1.73, "learning_rate": 4.9570637119113565e-05, "loss": 2.7896, "step": 633 }, { "epoch": 1.74, "learning_rate": 4.952908587257617e-05, "loss": 2.7212, "step": 634 }, { "epoch": 1.74, "learning_rate": 4.9487534626038775e-05, "loss": 2.7405, "step": 635 }, { "epoch": 1.74, "eval_loss": 2.77144193649292, "eval_runtime": 138.7362, "eval_samples_per_second": 34.908, "eval_steps_per_second": 4.368, "eval_wer": 1.1303434572807267, "step": 635 }, { "epoch": 1.74, "learning_rate": 4.944598337950138e-05, "loss": 2.7499, "step": 636 }, { "epoch": 1.74, "learning_rate": 4.940443213296398e-05, "loss": 2.7469, "step": 637 }, { "epoch": 1.75, "learning_rate": 4.9362880886426586e-05, "loss": 2.7052, "step": 638 }, { "epoch": 1.75, "learning_rate": 4.9321329639889194e-05, "loss": 2.7415, "step": 639 }, { "epoch": 1.75, "learning_rate": 4.9279778393351796e-05, "loss": 2.7566, "step": 640 }, { "epoch": 1.75, "eval_loss": 2.7487998008728027, "eval_runtime": 140.2245, "eval_samples_per_second": 34.537, "eval_steps_per_second": 4.322, "eval_wer": 1.031195004257735, "step": 640 }, { "epoch": 1.76, "learning_rate": 4.92382271468144e-05, "loss": 2.7278, "step": 641 }, { "epoch": 1.76, "learning_rate": 4.9196675900277e-05, "loss": 2.6935, "step": 642 }, { "epoch": 1.76, "learning_rate": 4.915512465373961e-05, "loss": 2.7563, "step": 643 }, { "epoch": 1.76, "learning_rate": 4.9113573407202216e-05, "loss": 2.7078, "step": 644 }, { "epoch": 1.77, "learning_rate": 4.907202216066481e-05, "loss": 2.7337, "step": 645 }, { "epoch": 1.77, "eval_loss": 2.7498059272766113, "eval_runtime": 146.1642, "eval_samples_per_second": 33.134, "eval_steps_per_second": 4.146, "eval_wer": 1.0175986375248367, "step": 645 }, { "epoch": 1.77, "learning_rate": 4.903047091412742e-05, "loss": 2.6966, "step": 646 }, { "epoch": 1.77, "learning_rate": 4.898891966759003e-05, "loss": 2.7468, "step": 647 }, { "epoch": 1.77, "learning_rate": 4.894736842105263e-05, "loss": 2.7255, "step": 648 }, { "epoch": 1.78, "learning_rate": 4.890581717451523e-05, "loss": 2.6999, "step": 649 }, { "epoch": 1.78, "learning_rate": 4.886426592797783e-05, "loss": 2.7486, "step": 650 }, { "epoch": 1.78, "eval_loss": 2.7496137619018555, "eval_runtime": 150.8065, "eval_samples_per_second": 32.114, "eval_steps_per_second": 4.018, "eval_wer": 1.0760147601476016, "step": 650 }, { "epoch": 1.78, "learning_rate": 4.882271468144044e-05, "loss": 2.6494, "step": 651 }, { "epoch": 1.79, "learning_rate": 4.878116343490305e-05, "loss": 2.7285, "step": 652 }, { "epoch": 1.79, "learning_rate": 4.873961218836564e-05, "loss": 2.7431, "step": 653 }, { "epoch": 1.79, "learning_rate": 4.869806094182825e-05, "loss": 2.689, "step": 654 }, { "epoch": 1.79, "learning_rate": 4.865650969529085e-05, "loss": 2.6918, "step": 655 }, { "epoch": 1.79, "eval_loss": 2.7391245365142822, "eval_runtime": 147.4606, "eval_samples_per_second": 32.843, "eval_steps_per_second": 4.11, "eval_wer": 1.035310814646608, "step": 655 }, { "epoch": 1.8, "learning_rate": 4.861495844875346e-05, "loss": 2.7717, "step": 656 }, { "epoch": 1.8, "learning_rate": 4.8573407202216056e-05, "loss": 2.6603, "step": 657 }, { "epoch": 1.8, "learning_rate": 4.8531855955678664e-05, "loss": 2.7325, "step": 658 }, { "epoch": 1.8, "learning_rate": 4.849030470914127e-05, "loss": 2.6566, "step": 659 }, { "epoch": 1.81, "learning_rate": 4.8448753462603874e-05, "loss": 2.7142, "step": 660 }, { "epoch": 1.81, "eval_loss": 2.7500298023223877, "eval_runtime": 139.4821, "eval_samples_per_second": 34.721, "eval_steps_per_second": 4.345, "eval_wer": 1.0283281294351405, "step": 660 }, { "epoch": 1.81, "learning_rate": 4.840720221606648e-05, "loss": 2.7783, "step": 661 }, { "epoch": 1.81, "learning_rate": 4.836565096952908e-05, "loss": 2.6976, "step": 662 }, { "epoch": 1.82, "learning_rate": 4.8324099722991685e-05, "loss": 2.6649, "step": 663 }, { "epoch": 1.82, "learning_rate": 4.828254847645429e-05, "loss": 2.7258, "step": 664 }, { "epoch": 1.82, "learning_rate": 4.8240997229916895e-05, "loss": 2.7057, "step": 665 }, { "epoch": 1.82, "eval_loss": 2.761242389678955, "eval_runtime": 138.8799, "eval_samples_per_second": 34.872, "eval_steps_per_second": 4.363, "eval_wer": 1.0127164348566562, "step": 665 }, { "epoch": 1.82, "learning_rate": 4.8199445983379496e-05, "loss": 2.8234, "step": 666 }, { "epoch": 1.83, "learning_rate": 4.81578947368421e-05, "loss": 2.8261, "step": 667 }, { "epoch": 1.83, "learning_rate": 4.8116343490304706e-05, "loss": 2.7821, "step": 668 }, { "epoch": 1.83, "learning_rate": 4.8074792243767314e-05, "loss": 2.8253, "step": 669 }, { "epoch": 1.83, "learning_rate": 4.803324099722991e-05, "loss": 2.8348, "step": 670 }, { "epoch": 1.83, "eval_loss": 2.7440872192382812, "eval_runtime": 139.2265, "eval_samples_per_second": 34.785, "eval_steps_per_second": 4.353, "eval_wer": 1.005648594947488, "step": 670 }, { "epoch": 1.84, "learning_rate": 4.799168975069252e-05, "loss": 2.7736, "step": 671 }, { "epoch": 1.84, "learning_rate": 4.795013850415512e-05, "loss": 2.7853, "step": 672 }, { "epoch": 1.84, "learning_rate": 4.790858725761773e-05, "loss": 2.7833, "step": 673 }, { "epoch": 1.85, "learning_rate": 4.786703601108033e-05, "loss": 2.7472, "step": 674 }, { "epoch": 1.85, "learning_rate": 4.782548476454293e-05, "loss": 2.705, "step": 675 }, { "epoch": 1.85, "eval_loss": 2.7473442554473877, "eval_runtime": 138.9306, "eval_samples_per_second": 34.859, "eval_steps_per_second": 4.362, "eval_wer": 1.051887595799035, "step": 675 }, { "epoch": 1.85, "learning_rate": 4.778393351800554e-05, "loss": 2.7458, "step": 676 }, { "epoch": 1.85, "learning_rate": 4.774238227146815e-05, "loss": 2.7273, "step": 677 }, { "epoch": 1.86, "learning_rate": 4.770083102493074e-05, "loss": 2.7563, "step": 678 }, { "epoch": 1.86, "learning_rate": 4.765927977839335e-05, "loss": 2.707, "step": 679 }, { "epoch": 1.86, "learning_rate": 4.761772853185595e-05, "loss": 2.7547, "step": 680 }, { "epoch": 1.86, "eval_loss": 2.721618890762329, "eval_runtime": 142.5446, "eval_samples_per_second": 33.975, "eval_steps_per_second": 4.251, "eval_wer": 1.0218279875106444, "step": 680 }, { "epoch": 1.86, "learning_rate": 4.757617728531856e-05, "loss": 2.7561, "step": 681 }, { "epoch": 1.87, "learning_rate": 4.7534626038781154e-05, "loss": 2.7061, "step": 682 }, { "epoch": 1.87, "learning_rate": 4.749307479224376e-05, "loss": 2.7269, "step": 683 }, { "epoch": 1.87, "learning_rate": 4.745152354570637e-05, "loss": 2.7382, "step": 684 }, { "epoch": 1.88, "learning_rate": 4.740997229916897e-05, "loss": 2.7045, "step": 685 }, { "epoch": 1.88, "eval_loss": 2.726120948791504, "eval_runtime": 139.9212, "eval_samples_per_second": 34.612, "eval_steps_per_second": 4.331, "eval_wer": 1.1413851830826, "step": 685 }, { "epoch": 1.88, "learning_rate": 4.7368421052631574e-05, "loss": 2.7189, "step": 686 }, { "epoch": 1.88, "learning_rate": 4.7326869806094176e-05, "loss": 2.7367, "step": 687 }, { "epoch": 1.88, "learning_rate": 4.7285318559556784e-05, "loss": 2.7164, "step": 688 }, { "epoch": 1.89, "learning_rate": 4.724376731301939e-05, "loss": 2.7778, "step": 689 }, { "epoch": 1.89, "learning_rate": 4.720221606648199e-05, "loss": 2.7121, "step": 690 }, { "epoch": 1.89, "eval_loss": 2.722256898880005, "eval_runtime": 151.9107, "eval_samples_per_second": 31.881, "eval_steps_per_second": 3.989, "eval_wer": 1.028725518024411, "step": 690 }, { "epoch": 1.89, "learning_rate": 4.7160664819944595e-05, "loss": 2.7102, "step": 691 }, { "epoch": 1.89, "learning_rate": 4.71191135734072e-05, "loss": 2.7099, "step": 692 }, { "epoch": 1.9, "learning_rate": 4.7077562326869805e-05, "loss": 2.7525, "step": 693 }, { "epoch": 1.9, "learning_rate": 4.70360110803324e-05, "loss": 2.716, "step": 694 }, { "epoch": 1.9, "learning_rate": 4.699445983379501e-05, "loss": 2.6877, "step": 695 }, { "epoch": 1.9, "eval_loss": 2.7282636165618896, "eval_runtime": 139.5522, "eval_samples_per_second": 34.704, "eval_steps_per_second": 4.342, "eval_wer": 1.027419812659665, "step": 695 }, { "epoch": 1.91, "learning_rate": 4.6952908587257616e-05, "loss": 2.6912, "step": 696 }, { "epoch": 1.91, "learning_rate": 4.691135734072022e-05, "loss": 2.7023, "step": 697 }, { "epoch": 1.91, "learning_rate": 4.686980609418282e-05, "loss": 2.6557, "step": 698 }, { "epoch": 1.91, "learning_rate": 4.682825484764543e-05, "loss": 2.6696, "step": 699 }, { "epoch": 1.92, "learning_rate": 4.678670360110803e-05, "loss": 2.6879, "step": 700 }, { "epoch": 1.92, "eval_loss": 2.7450602054595947, "eval_runtime": 142.4033, "eval_samples_per_second": 34.009, "eval_steps_per_second": 4.256, "eval_wer": 1.132188475730911, "step": 700 }, { "epoch": 1.92, "learning_rate": 4.674515235457064e-05, "loss": 2.76, "step": 701 }, { "epoch": 1.92, "learning_rate": 4.670360110803323e-05, "loss": 2.6698, "step": 702 }, { "epoch": 1.92, "learning_rate": 4.666204986149584e-05, "loss": 2.6865, "step": 703 }, { "epoch": 1.93, "learning_rate": 4.662049861495845e-05, "loss": 2.5945, "step": 704 }, { "epoch": 1.93, "learning_rate": 4.657894736842105e-05, "loss": 2.6958, "step": 705 }, { "epoch": 1.93, "eval_loss": 2.7165942192077637, "eval_runtime": 142.805, "eval_samples_per_second": 33.913, "eval_steps_per_second": 4.244, "eval_wer": 1.0363610559182515, "step": 705 }, { "epoch": 1.93, "learning_rate": 4.653739612188365e-05, "loss": 2.6767, "step": 706 }, { "epoch": 1.94, "learning_rate": 4.649584487534625e-05, "loss": 2.7, "step": 707 }, { "epoch": 1.94, "learning_rate": 4.645429362880886e-05, "loss": 2.7405, "step": 708 }, { "epoch": 1.94, "learning_rate": 4.641274238227147e-05, "loss": 2.6583, "step": 709 }, { "epoch": 1.94, "learning_rate": 4.6371191135734065e-05, "loss": 2.6692, "step": 710 }, { "epoch": 1.94, "eval_loss": 2.714829206466675, "eval_runtime": 139.5631, "eval_samples_per_second": 34.701, "eval_steps_per_second": 4.342, "eval_wer": 1.0074368435992052, "step": 710 }, { "epoch": 1.95, "learning_rate": 4.632963988919667e-05, "loss": 2.6923, "step": 711 }, { "epoch": 1.95, "learning_rate": 4.6288088642659275e-05, "loss": 2.6492, "step": 712 }, { "epoch": 1.95, "learning_rate": 4.624653739612188e-05, "loss": 2.6941, "step": 713 }, { "epoch": 1.95, "learning_rate": 4.620498614958448e-05, "loss": 2.7656, "step": 714 }, { "epoch": 1.96, "learning_rate": 4.6163434903047086e-05, "loss": 2.5786, "step": 715 }, { "epoch": 1.96, "eval_loss": 2.71008563041687, "eval_runtime": 139.9583, "eval_samples_per_second": 34.603, "eval_steps_per_second": 4.33, "eval_wer": 1.0503831961396537, "step": 715 }, { "epoch": 1.96, "learning_rate": 4.6121883656509694e-05, "loss": 2.7607, "step": 716 }, { "epoch": 1.96, "learning_rate": 4.6080332409972296e-05, "loss": 2.735, "step": 717 }, { "epoch": 1.97, "learning_rate": 4.60387811634349e-05, "loss": 2.7587, "step": 718 }, { "epoch": 1.97, "learning_rate": 4.59972299168975e-05, "loss": 2.7283, "step": 719 }, { "epoch": 1.97, "learning_rate": 4.595567867036011e-05, "loss": 2.6919, "step": 720 }, { "epoch": 1.97, "eval_loss": 2.6963367462158203, "eval_runtime": 147.8298, "eval_samples_per_second": 32.761, "eval_steps_per_second": 4.099, "eval_wer": 1.0453874538745387, "step": 720 }, { "epoch": 1.97, "learning_rate": 4.5914127423822715e-05, "loss": 2.701, "step": 721 }, { "epoch": 1.98, "learning_rate": 4.587257617728531e-05, "loss": 2.7177, "step": 722 }, { "epoch": 1.98, "learning_rate": 4.583102493074792e-05, "loss": 2.7435, "step": 723 }, { "epoch": 1.98, "learning_rate": 4.578947368421052e-05, "loss": 2.6731, "step": 724 }, { "epoch": 1.98, "learning_rate": 4.574792243767313e-05, "loss": 2.7256, "step": 725 }, { "epoch": 1.98, "eval_loss": 2.720106363296509, "eval_runtime": 139.368, "eval_samples_per_second": 34.75, "eval_steps_per_second": 4.348, "eval_wer": 1.0348566562588704, "step": 725 }, { "epoch": 1.99, "learning_rate": 4.570637119113573e-05, "loss": 2.6877, "step": 726 }, { "epoch": 1.99, "learning_rate": 4.566481994459833e-05, "loss": 2.6487, "step": 727 }, { "epoch": 1.99, "learning_rate": 4.562326869806094e-05, "loss": 2.654, "step": 728 }, { "epoch": 2.0, "learning_rate": 4.558171745152355e-05, "loss": 2.6796, "step": 729 }, { "epoch": 2.0, "learning_rate": 4.554016620498614e-05, "loss": 2.6507, "step": 730 }, { "epoch": 2.0, "eval_loss": 2.7099249362945557, "eval_runtime": 154.6571, "eval_samples_per_second": 31.314, "eval_steps_per_second": 3.918, "eval_wer": 1.1339199545841612, "step": 730 }, { "epoch": 2.0, "learning_rate": 4.549861495844875e-05, "loss": 4.2501, "step": 731 }, { "epoch": 2.01, "learning_rate": 4.545706371191135e-05, "loss": 2.763, "step": 732 }, { "epoch": 2.01, "learning_rate": 4.541551246537396e-05, "loss": 2.7169, "step": 733 }, { "epoch": 2.01, "learning_rate": 4.5373961218836555e-05, "loss": 2.7634, "step": 734 }, { "epoch": 2.01, "learning_rate": 4.5332409972299164e-05, "loss": 2.7833, "step": 735 }, { "epoch": 2.01, "eval_loss": 2.7110776901245117, "eval_runtime": 149.2864, "eval_samples_per_second": 32.441, "eval_steps_per_second": 4.059, "eval_wer": 1.0124042009650867, "step": 735 }, { "epoch": 2.02, "learning_rate": 4.529085872576177e-05, "loss": 2.7391, "step": 736 }, { "epoch": 2.02, "learning_rate": 4.5249307479224373e-05, "loss": 2.7287, "step": 737 }, { "epoch": 2.02, "learning_rate": 4.5207756232686975e-05, "loss": 2.7202, "step": 738 }, { "epoch": 2.02, "learning_rate": 4.5166204986149576e-05, "loss": 2.73, "step": 739 }, { "epoch": 2.03, "learning_rate": 4.5124653739612185e-05, "loss": 2.7521, "step": 740 }, { "epoch": 2.03, "eval_loss": 2.70237398147583, "eval_runtime": 141.0255, "eval_samples_per_second": 34.341, "eval_steps_per_second": 4.297, "eval_wer": 1.0275333522565995, "step": 740 }, { "epoch": 2.03, "learning_rate": 4.508310249307479e-05, "loss": 2.7051, "step": 741 }, { "epoch": 2.03, "learning_rate": 4.504155124653739e-05, "loss": 2.7435, "step": 742 }, { "epoch": 2.04, "learning_rate": 4.4999999999999996e-05, "loss": 2.7306, "step": 743 }, { "epoch": 2.04, "learning_rate": 4.49584487534626e-05, "loss": 2.7458, "step": 744 }, { "epoch": 2.04, "learning_rate": 4.4916897506925206e-05, "loss": 2.6732, "step": 745 }, { "epoch": 2.04, "eval_loss": 2.7057559490203857, "eval_runtime": 147.4805, "eval_samples_per_second": 32.838, "eval_steps_per_second": 4.109, "eval_wer": 1.0646608004541585, "step": 745 }, { "epoch": 2.04, "learning_rate": 4.48753462603878e-05, "loss": 2.7154, "step": 746 }, { "epoch": 2.05, "learning_rate": 4.483379501385041e-05, "loss": 2.6876, "step": 747 }, { "epoch": 2.05, "learning_rate": 4.479224376731302e-05, "loss": 2.7409, "step": 748 }, { "epoch": 2.05, "learning_rate": 4.475069252077562e-05, "loss": 2.6881, "step": 749 }, { "epoch": 2.05, "learning_rate": 4.470914127423822e-05, "loss": 2.719, "step": 750 }, { "epoch": 2.05, "eval_loss": 2.720003604888916, "eval_runtime": 138.8115, "eval_samples_per_second": 34.889, "eval_steps_per_second": 4.366, "eval_wer": 1.0210899801305706, "step": 750 }, { "epoch": 2.06, "learning_rate": 4.466759002770083e-05, "loss": 2.7685, "step": 751 }, { "epoch": 2.06, "learning_rate": 4.462603878116343e-05, "loss": 2.7488, "step": 752 }, { "epoch": 2.06, "learning_rate": 4.458448753462604e-05, "loss": 2.6918, "step": 753 }, { "epoch": 2.07, "learning_rate": 4.454293628808863e-05, "loss": 2.7196, "step": 754 }, { "epoch": 2.07, "learning_rate": 4.450138504155124e-05, "loss": 2.701, "step": 755 }, { "epoch": 2.07, "eval_loss": 2.702404260635376, "eval_runtime": 140.4098, "eval_samples_per_second": 34.492, "eval_steps_per_second": 4.316, "eval_wer": 1.080811808118081, "step": 755 }, { "epoch": 2.07, "learning_rate": 4.445983379501385e-05, "loss": 2.6268, "step": 756 }, { "epoch": 2.07, "learning_rate": 4.441828254847645e-05, "loss": 2.6787, "step": 757 }, { "epoch": 2.08, "learning_rate": 4.437673130193905e-05, "loss": 2.6857, "step": 758 }, { "epoch": 2.08, "learning_rate": 4.4335180055401654e-05, "loss": 2.7008, "step": 759 }, { "epoch": 2.08, "learning_rate": 4.429362880886426e-05, "loss": 2.6444, "step": 760 }, { "epoch": 2.08, "eval_loss": 2.6812727451324463, "eval_runtime": 140.0447, "eval_samples_per_second": 34.582, "eval_steps_per_second": 4.327, "eval_wer": 1.058245813227363, "step": 760 }, { "epoch": 2.08, "learning_rate": 4.425207756232687e-05, "loss": 2.6699, "step": 761 }, { "epoch": 2.09, "learning_rate": 4.4210526315789466e-05, "loss": 2.6386, "step": 762 }, { "epoch": 2.09, "learning_rate": 4.4168975069252074e-05, "loss": 2.6532, "step": 763 }, { "epoch": 2.09, "learning_rate": 4.4127423822714675e-05, "loss": 2.6089, "step": 764 }, { "epoch": 2.1, "learning_rate": 4.4085872576177284e-05, "loss": 2.5592, "step": 765 }, { "epoch": 2.1, "eval_loss": 2.678250551223755, "eval_runtime": 143.9966, "eval_samples_per_second": 33.633, "eval_steps_per_second": 4.208, "eval_wer": 1.1009934714731762, "step": 765 }, { "epoch": 2.1, "learning_rate": 4.404432132963989e-05, "loss": 2.5787, "step": 766 }, { "epoch": 2.1, "learning_rate": 4.400277008310249e-05, "loss": 2.6157, "step": 767 }, { "epoch": 2.1, "learning_rate": 4.3961218836565095e-05, "loss": 2.6288, "step": 768 }, { "epoch": 2.11, "learning_rate": 4.3919667590027696e-05, "loss": 2.7, "step": 769 }, { "epoch": 2.11, "learning_rate": 4.3878116343490305e-05, "loss": 2.6444, "step": 770 }, { "epoch": 2.11, "eval_loss": 2.6706833839416504, "eval_runtime": 157.6333, "eval_samples_per_second": 30.723, "eval_steps_per_second": 3.844, "eval_wer": 1.0946068691456146, "step": 770 }, { "epoch": 2.11, "learning_rate": 4.38365650969529e-05, "loss": 2.6467, "step": 771 }, { "epoch": 2.11, "learning_rate": 4.379501385041551e-05, "loss": 2.6146, "step": 772 }, { "epoch": 2.12, "learning_rate": 4.3753462603878116e-05, "loss": 2.622, "step": 773 }, { "epoch": 2.12, "learning_rate": 4.371191135734072e-05, "loss": 2.7354, "step": 774 }, { "epoch": 2.12, "learning_rate": 4.367036011080332e-05, "loss": 2.6944, "step": 775 }, { "epoch": 2.12, "eval_loss": 2.701211452484131, "eval_runtime": 149.7771, "eval_samples_per_second": 32.335, "eval_steps_per_second": 4.046, "eval_wer": 1.1315072381493045, "step": 775 }, { "epoch": 2.13, "learning_rate": 4.362880886426592e-05, "loss": 2.5889, "step": 776 }, { "epoch": 2.13, "learning_rate": 4.358725761772853e-05, "loss": 2.6307, "step": 777 }, { "epoch": 2.13, "learning_rate": 4.354570637119114e-05, "loss": 2.6655, "step": 778 }, { "epoch": 2.13, "learning_rate": 4.350415512465373e-05, "loss": 2.5951, "step": 779 }, { "epoch": 2.14, "learning_rate": 4.346260387811634e-05, "loss": 2.6733, "step": 780 }, { "epoch": 2.14, "eval_loss": 2.707202196121216, "eval_runtime": 141.7678, "eval_samples_per_second": 34.161, "eval_steps_per_second": 4.275, "eval_wer": 1.1144479137099064, "step": 780 }, { "epoch": 2.14, "learning_rate": 4.342105263157895e-05, "loss": 2.7627, "step": 781 }, { "epoch": 2.14, "learning_rate": 4.337950138504155e-05, "loss": 2.7326, "step": 782 }, { "epoch": 2.15, "learning_rate": 4.333795013850415e-05, "loss": 2.71, "step": 783 }, { "epoch": 2.15, "learning_rate": 4.329639889196675e-05, "loss": 2.7234, "step": 784 }, { "epoch": 2.15, "learning_rate": 4.325484764542936e-05, "loss": 2.6998, "step": 785 }, { "epoch": 2.15, "eval_loss": 2.7131922245025635, "eval_runtime": 140.6616, "eval_samples_per_second": 34.43, "eval_steps_per_second": 4.308, "eval_wer": 1.0205790519443656, "step": 785 }, { "epoch": 2.15, "learning_rate": 4.321329639889197e-05, "loss": 2.7412, "step": 786 }, { "epoch": 2.16, "learning_rate": 4.3171745152354564e-05, "loss": 2.7296, "step": 787 }, { "epoch": 2.16, "learning_rate": 4.313019390581717e-05, "loss": 2.7296, "step": 788 }, { "epoch": 2.16, "learning_rate": 4.3088642659279774e-05, "loss": 2.6516, "step": 789 }, { "epoch": 2.16, "learning_rate": 4.304709141274238e-05, "loss": 2.796, "step": 790 }, { "epoch": 2.16, "eval_loss": 2.707557439804077, "eval_runtime": 139.1991, "eval_samples_per_second": 34.792, "eval_steps_per_second": 4.353, "eval_wer": 1.1261708770933863, "step": 790 }, { "epoch": 2.17, "learning_rate": 4.300554016620498e-05, "loss": 2.7491, "step": 791 }, { "epoch": 2.17, "learning_rate": 4.2963988919667586e-05, "loss": 2.668, "step": 792 }, { "epoch": 2.17, "learning_rate": 4.2922437673130194e-05, "loss": 2.6521, "step": 793 }, { "epoch": 2.18, "learning_rate": 4.2880886426592795e-05, "loss": 2.7049, "step": 794 }, { "epoch": 2.18, "learning_rate": 4.28393351800554e-05, "loss": 2.6881, "step": 795 }, { "epoch": 2.18, "eval_loss": 2.69525408744812, "eval_runtime": 141.7773, "eval_samples_per_second": 34.159, "eval_steps_per_second": 4.274, "eval_wer": 1.0841044564291797, "step": 795 }, { "epoch": 2.18, "learning_rate": 4.2797783933518e-05, "loss": 2.7087, "step": 796 }, { "epoch": 2.18, "learning_rate": 4.275623268698061e-05, "loss": 2.6626, "step": 797 }, { "epoch": 2.19, "learning_rate": 4.2714681440443215e-05, "loss": 2.7188, "step": 798 }, { "epoch": 2.19, "learning_rate": 4.267313019390581e-05, "loss": 2.6864, "step": 799 }, { "epoch": 2.19, "learning_rate": 4.263157894736842e-05, "loss": 2.7382, "step": 800 }, { "epoch": 2.19, "eval_loss": 2.660480499267578, "eval_runtime": 139.2218, "eval_samples_per_second": 34.786, "eval_steps_per_second": 4.353, "eval_wer": 1.1234175418677264, "step": 800 }, { "epoch": 2.19, "learning_rate": 4.259002770083102e-05, "loss": 2.6756, "step": 801 }, { "epoch": 2.2, "learning_rate": 4.254847645429363e-05, "loss": 2.7063, "step": 802 }, { "epoch": 2.2, "learning_rate": 4.250692520775623e-05, "loss": 2.6239, "step": 803 }, { "epoch": 2.2, "learning_rate": 4.246537396121883e-05, "loss": 2.7096, "step": 804 }, { "epoch": 2.21, "learning_rate": 4.242382271468144e-05, "loss": 2.5814, "step": 805 }, { "epoch": 2.21, "eval_loss": 2.681447744369507, "eval_runtime": 148.4391, "eval_samples_per_second": 32.626, "eval_steps_per_second": 4.082, "eval_wer": 1.1864604030655692, "step": 805 }, { "epoch": 2.21, "learning_rate": 4.238227146814404e-05, "loss": 2.6484, "step": 806 }, { "epoch": 2.21, "learning_rate": 4.234072022160664e-05, "loss": 2.6799, "step": 807 }, { "epoch": 2.21, "learning_rate": 4.229916897506925e-05, "loss": 2.632, "step": 808 }, { "epoch": 2.22, "learning_rate": 4.225761772853185e-05, "loss": 2.6419, "step": 809 }, { "epoch": 2.22, "learning_rate": 4.221606648199446e-05, "loss": 2.6695, "step": 810 }, { "epoch": 2.22, "eval_loss": 2.6531379222869873, "eval_runtime": 139.9128, "eval_samples_per_second": 34.614, "eval_steps_per_second": 4.331, "eval_wer": 1.0984956003406188, "step": 810 }, { "epoch": 2.22, "learning_rate": 4.2174515235457055e-05, "loss": 2.6403, "step": 811 }, { "epoch": 2.22, "learning_rate": 4.213296398891966e-05, "loss": 2.6355, "step": 812 }, { "epoch": 2.23, "learning_rate": 4.209141274238227e-05, "loss": 2.5871, "step": 813 }, { "epoch": 2.23, "learning_rate": 4.204986149584487e-05, "loss": 2.7353, "step": 814 }, { "epoch": 2.23, "learning_rate": 4.2008310249307475e-05, "loss": 2.6415, "step": 815 }, { "epoch": 2.23, "eval_loss": 2.6589951515197754, "eval_runtime": 140.0789, "eval_samples_per_second": 34.573, "eval_steps_per_second": 4.326, "eval_wer": 1.0804144195288106, "step": 815 }, { "epoch": 2.24, "learning_rate": 4.1966759002770076e-05, "loss": 2.6633, "step": 816 }, { "epoch": 2.24, "learning_rate": 4.1925207756232684e-05, "loss": 2.6116, "step": 817 }, { "epoch": 2.24, "learning_rate": 4.188365650969529e-05, "loss": 2.6993, "step": 818 }, { "epoch": 2.24, "learning_rate": 4.184210526315789e-05, "loss": 2.568, "step": 819 }, { "epoch": 2.25, "learning_rate": 4.1800554016620496e-05, "loss": 2.646, "step": 820 }, { "epoch": 2.25, "eval_loss": 2.6513803005218506, "eval_runtime": 139.1779, "eval_samples_per_second": 34.797, "eval_steps_per_second": 4.354, "eval_wer": 1.0853250070962248, "step": 820 }, { "epoch": 2.25, "learning_rate": 4.17590027700831e-05, "loss": 2.6249, "step": 821 }, { "epoch": 2.25, "learning_rate": 4.1717451523545706e-05, "loss": 2.5463, "step": 822 }, { "epoch": 2.25, "learning_rate": 4.16759002770083e-05, "loss": 2.6901, "step": 823 }, { "epoch": 2.26, "learning_rate": 4.163434903047091e-05, "loss": 2.6175, "step": 824 }, { "epoch": 2.26, "learning_rate": 4.159279778393352e-05, "loss": 2.6028, "step": 825 }, { "epoch": 2.26, "eval_loss": 2.672335624694824, "eval_runtime": 140.0857, "eval_samples_per_second": 34.572, "eval_steps_per_second": 4.326, "eval_wer": 1.1410729491910303, "step": 825 }, { "epoch": 2.26, "learning_rate": 4.155124653739612e-05, "loss": 2.6191, "step": 826 }, { "epoch": 2.27, "learning_rate": 4.150969529085872e-05, "loss": 2.5994, "step": 827 }, { "epoch": 2.27, "learning_rate": 4.146814404432132e-05, "loss": 2.7541, "step": 828 }, { "epoch": 2.27, "learning_rate": 4.142659279778393e-05, "loss": 2.7348, "step": 829 }, { "epoch": 2.27, "learning_rate": 4.138504155124654e-05, "loss": 2.6429, "step": 830 }, { "epoch": 2.27, "eval_loss": 2.672929286956787, "eval_runtime": 144.0755, "eval_samples_per_second": 33.614, "eval_steps_per_second": 4.206, "eval_wer": 1.0394833948339484, "step": 830 }, { "epoch": 2.28, "learning_rate": 4.134349030470913e-05, "loss": 2.787, "step": 831 }, { "epoch": 2.28, "learning_rate": 4.130193905817174e-05, "loss": 2.7276, "step": 832 }, { "epoch": 2.28, "learning_rate": 4.126038781163435e-05, "loss": 2.7426, "step": 833 }, { "epoch": 2.28, "learning_rate": 4.121883656509695e-05, "loss": 2.7152, "step": 834 }, { "epoch": 2.29, "learning_rate": 4.117728531855955e-05, "loss": 2.6736, "step": 835 }, { "epoch": 2.29, "eval_loss": 2.7038564682006836, "eval_runtime": 139.6762, "eval_samples_per_second": 34.673, "eval_steps_per_second": 4.339, "eval_wer": 1.035537893840477, "step": 835 }, { "epoch": 2.29, "learning_rate": 4.1135734072022154e-05, "loss": 2.6877, "step": 836 }, { "epoch": 2.29, "learning_rate": 4.109418282548476e-05, "loss": 2.6905, "step": 837 }, { "epoch": 2.3, "learning_rate": 4.105263157894737e-05, "loss": 2.7637, "step": 838 }, { "epoch": 2.3, "learning_rate": 4.1011080332409965e-05, "loss": 2.7069, "step": 839 }, { "epoch": 2.3, "learning_rate": 4.0969529085872574e-05, "loss": 2.6959, "step": 840 }, { "epoch": 2.3, "eval_loss": 2.651028633117676, "eval_runtime": 140.53, "eval_samples_per_second": 34.462, "eval_steps_per_second": 4.312, "eval_wer": 1.0414135679818337, "step": 840 }, { "epoch": 2.3, "learning_rate": 4.0927977839335175e-05, "loss": 2.6842, "step": 841 }, { "epoch": 2.31, "learning_rate": 4.088642659279778e-05, "loss": 2.6516, "step": 842 }, { "epoch": 2.31, "learning_rate": 4.084487534626038e-05, "loss": 2.6443, "step": 843 }, { "epoch": 2.31, "learning_rate": 4.0803324099722986e-05, "loss": 2.6402, "step": 844 }, { "epoch": 2.31, "learning_rate": 4.0761772853185595e-05, "loss": 2.6426, "step": 845 }, { "epoch": 2.31, "eval_loss": 2.6659910678863525, "eval_runtime": 139.5783, "eval_samples_per_second": 34.697, "eval_steps_per_second": 4.342, "eval_wer": 1.1591257451036048, "step": 845 }, { "epoch": 2.32, "learning_rate": 4.0720221606648196e-05, "loss": 2.6714, "step": 846 }, { "epoch": 2.32, "learning_rate": 4.06786703601108e-05, "loss": 2.7276, "step": 847 }, { "epoch": 2.32, "learning_rate": 4.06371191135734e-05, "loss": 2.6044, "step": 848 }, { "epoch": 2.33, "learning_rate": 4.059556786703601e-05, "loss": 2.6401, "step": 849 }, { "epoch": 2.33, "learning_rate": 4.0554016620498616e-05, "loss": 2.7152, "step": 850 }, { "epoch": 2.33, "eval_loss": 2.636141538619995, "eval_runtime": 140.7341, "eval_samples_per_second": 34.412, "eval_steps_per_second": 4.306, "eval_wer": 1.027646891853534, "step": 850 }, { "epoch": 2.33, "learning_rate": 4.051246537396121e-05, "loss": 2.6399, "step": 851 }, { "epoch": 2.33, "learning_rate": 4.047091412742382e-05, "loss": 2.6995, "step": 852 }, { "epoch": 2.34, "learning_rate": 4.042936288088642e-05, "loss": 2.6531, "step": 853 }, { "epoch": 2.34, "learning_rate": 4.038781163434903e-05, "loss": 2.5376, "step": 854 }, { "epoch": 2.34, "learning_rate": 4.034626038781163e-05, "loss": 2.7148, "step": 855 }, { "epoch": 2.34, "eval_loss": 2.672334671020508, "eval_runtime": 139.4164, "eval_samples_per_second": 34.738, "eval_steps_per_second": 4.347, "eval_wer": 1.2461254612546127, "step": 855 }, { "epoch": 2.34, "learning_rate": 4.030470914127423e-05, "loss": 2.6914, "step": 856 }, { "epoch": 2.35, "learning_rate": 4.026315789473684e-05, "loss": 2.6138, "step": 857 }, { "epoch": 2.35, "learning_rate": 4.022160664819944e-05, "loss": 2.6221, "step": 858 }, { "epoch": 2.35, "learning_rate": 4.018005540166204e-05, "loss": 2.5736, "step": 859 }, { "epoch": 2.36, "learning_rate": 4.013850415512465e-05, "loss": 2.6336, "step": 860 }, { "epoch": 2.36, "eval_loss": 2.633176326751709, "eval_runtime": 140.2482, "eval_samples_per_second": 34.532, "eval_steps_per_second": 4.321, "eval_wer": 1.0309963099630997, "step": 860 }, { "epoch": 2.36, "learning_rate": 4.009695290858725e-05, "loss": 2.5826, "step": 861 }, { "epoch": 2.36, "learning_rate": 4.005540166204986e-05, "loss": 2.606, "step": 862 }, { "epoch": 2.36, "learning_rate": 4.0013850415512456e-05, "loss": 2.5936, "step": 863 }, { "epoch": 2.37, "learning_rate": 3.9972299168975064e-05, "loss": 2.6391, "step": 864 }, { "epoch": 2.37, "learning_rate": 3.993074792243767e-05, "loss": 2.665, "step": 865 }, { "epoch": 2.37, "eval_loss": 2.6365127563476562, "eval_runtime": 140.65, "eval_samples_per_second": 34.433, "eval_steps_per_second": 4.309, "eval_wer": 1.1311950042577348, "step": 865 }, { "epoch": 2.37, "learning_rate": 3.9889196675900274e-05, "loss": 2.5865, "step": 866 }, { "epoch": 2.37, "learning_rate": 3.9847645429362875e-05, "loss": 2.633, "step": 867 }, { "epoch": 2.38, "learning_rate": 3.980609418282548e-05, "loss": 2.5912, "step": 868 }, { "epoch": 2.38, "learning_rate": 3.9764542936288085e-05, "loss": 2.5546, "step": 869 }, { "epoch": 2.38, "learning_rate": 3.9722991689750694e-05, "loss": 2.5607, "step": 870 }, { "epoch": 2.38, "eval_loss": 2.6344053745269775, "eval_runtime": 140.5167, "eval_samples_per_second": 34.466, "eval_steps_per_second": 4.313, "eval_wer": 1.1301447629860915, "step": 870 }, { "epoch": 2.39, "learning_rate": 3.9681440443213295e-05, "loss": 2.582, "step": 871 }, { "epoch": 2.39, "learning_rate": 3.96398891966759e-05, "loss": 2.59, "step": 872 }, { "epoch": 2.39, "learning_rate": 3.95983379501385e-05, "loss": 2.6797, "step": 873 }, { "epoch": 2.39, "learning_rate": 3.9556786703601106e-05, "loss": 2.6385, "step": 874 }, { "epoch": 2.4, "learning_rate": 3.9515235457063715e-05, "loss": 2.5614, "step": 875 }, { "epoch": 2.4, "eval_loss": 2.643657922744751, "eval_runtime": 140.4419, "eval_samples_per_second": 34.484, "eval_steps_per_second": 4.315, "eval_wer": 1.1513198978143628, "step": 875 }, { "epoch": 2.4, "learning_rate": 3.947368421052631e-05, "loss": 2.6793, "step": 876 }, { "epoch": 2.4, "learning_rate": 3.943213296398892e-05, "loss": 2.6164, "step": 877 }, { "epoch": 2.4, "learning_rate": 3.939058171745152e-05, "loss": 2.5675, "step": 878 }, { "epoch": 2.41, "learning_rate": 3.934903047091413e-05, "loss": 2.6355, "step": 879 }, { "epoch": 2.41, "learning_rate": 3.930747922437672e-05, "loss": 2.4899, "step": 880 }, { "epoch": 2.41, "eval_loss": 2.641817092895508, "eval_runtime": 140.5523, "eval_samples_per_second": 34.457, "eval_steps_per_second": 4.312, "eval_wer": 1.1532216860630145, "step": 880 }, { "epoch": 2.41, "learning_rate": 3.926592797783933e-05, "loss": 2.7238, "step": 881 }, { "epoch": 2.42, "learning_rate": 3.922437673130194e-05, "loss": 2.7609, "step": 882 }, { "epoch": 2.42, "learning_rate": 3.918282548476454e-05, "loss": 2.6853, "step": 883 }, { "epoch": 2.42, "learning_rate": 3.914127423822714e-05, "loss": 2.7105, "step": 884 }, { "epoch": 2.42, "learning_rate": 3.909972299168975e-05, "loss": 2.6794, "step": 885 }, { "epoch": 2.42, "eval_loss": 2.6402528285980225, "eval_runtime": 140.4059, "eval_samples_per_second": 34.493, "eval_steps_per_second": 4.316, "eval_wer": 1.0271643485665627, "step": 885 }, { "epoch": 2.43, "learning_rate": 3.905817174515235e-05, "loss": 2.6737, "step": 886 }, { "epoch": 2.43, "learning_rate": 3.901662049861496e-05, "loss": 2.6492, "step": 887 }, { "epoch": 2.43, "learning_rate": 3.8975069252077555e-05, "loss": 2.6932, "step": 888 }, { "epoch": 2.44, "learning_rate": 3.893351800554016e-05, "loss": 2.6776, "step": 889 }, { "epoch": 2.44, "learning_rate": 3.889196675900277e-05, "loss": 2.6814, "step": 890 }, { "epoch": 2.44, "eval_loss": 2.6419880390167236, "eval_runtime": 140.6412, "eval_samples_per_second": 34.435, "eval_steps_per_second": 4.309, "eval_wer": 1.132330400227079, "step": 890 }, { "epoch": 2.44, "learning_rate": 3.885041551246537e-05, "loss": 2.6805, "step": 891 }, { "epoch": 2.44, "learning_rate": 3.8808864265927974e-05, "loss": 2.6938, "step": 892 }, { "epoch": 2.45, "learning_rate": 3.8767313019390576e-05, "loss": 2.7019, "step": 893 }, { "epoch": 2.45, "learning_rate": 3.8725761772853184e-05, "loss": 2.6607, "step": 894 }, { "epoch": 2.45, "learning_rate": 3.868421052631579e-05, "loss": 2.6614, "step": 895 }, { "epoch": 2.45, "eval_loss": 2.618271827697754, "eval_runtime": 141.942, "eval_samples_per_second": 34.12, "eval_steps_per_second": 4.269, "eval_wer": 1.0524836786829406, "step": 895 }, { "epoch": 2.45, "learning_rate": 3.864265927977839e-05, "loss": 2.6357, "step": 896 }, { "epoch": 2.46, "learning_rate": 3.8601108033240996e-05, "loss": 2.6423, "step": 897 }, { "epoch": 2.46, "learning_rate": 3.85595567867036e-05, "loss": 2.663, "step": 898 }, { "epoch": 2.46, "learning_rate": 3.8518005540166205e-05, "loss": 2.6235, "step": 899 }, { "epoch": 2.47, "learning_rate": 3.84764542936288e-05, "loss": 2.6629, "step": 900 }, { "epoch": 2.47, "eval_loss": 2.6413512229919434, "eval_runtime": 139.4501, "eval_samples_per_second": 34.729, "eval_steps_per_second": 4.346, "eval_wer": 1.1568549531649162, "step": 900 }, { "epoch": 2.47, "learning_rate": 3.843490304709141e-05, "loss": 2.6615, "step": 901 }, { "epoch": 2.47, "learning_rate": 3.839335180055402e-05, "loss": 2.5994, "step": 902 }, { "epoch": 2.47, "learning_rate": 3.835180055401662e-05, "loss": 2.6987, "step": 903 }, { "epoch": 2.48, "learning_rate": 3.831024930747922e-05, "loss": 2.6827, "step": 904 }, { "epoch": 2.48, "learning_rate": 3.826869806094182e-05, "loss": 2.6166, "step": 905 }, { "epoch": 2.48, "eval_loss": 2.61674427986145, "eval_runtime": 148.9037, "eval_samples_per_second": 32.524, "eval_steps_per_second": 4.07, "eval_wer": 1.0265398807834232, "step": 905 }, { "epoch": 2.48, "learning_rate": 3.822714681440443e-05, "loss": 2.6852, "step": 906 }, { "epoch": 2.48, "learning_rate": 3.818559556786704e-05, "loss": 2.6355, "step": 907 }, { "epoch": 2.49, "learning_rate": 3.814404432132963e-05, "loss": 2.608, "step": 908 }, { "epoch": 2.49, "learning_rate": 3.810249307479224e-05, "loss": 2.6037, "step": 909 }, { "epoch": 2.49, "learning_rate": 3.806094182825484e-05, "loss": 2.6374, "step": 910 }, { "epoch": 2.49, "eval_loss": 2.629850387573242, "eval_runtime": 140.4885, "eval_samples_per_second": 34.473, "eval_steps_per_second": 4.314, "eval_wer": 1.1720408742548964, "step": 910 }, { "epoch": 2.5, "learning_rate": 3.801939058171745e-05, "loss": 2.5998, "step": 911 }, { "epoch": 2.5, "learning_rate": 3.797783933518005e-05, "loss": 2.6625, "step": 912 }, { "epoch": 2.5, "learning_rate": 3.7936288088642654e-05, "loss": 2.6031, "step": 913 }, { "epoch": 2.5, "learning_rate": 3.789473684210526e-05, "loss": 2.5866, "step": 914 }, { "epoch": 2.51, "learning_rate": 3.785318559556787e-05, "loss": 2.6035, "step": 915 }, { "epoch": 2.51, "eval_loss": 2.6139261722564697, "eval_runtime": 140.2461, "eval_samples_per_second": 34.532, "eval_steps_per_second": 4.321, "eval_wer": 1.1565427192733466, "step": 915 }, { "epoch": 2.51, "learning_rate": 3.7811634349030465e-05, "loss": 2.6247, "step": 916 }, { "epoch": 2.51, "learning_rate": 3.777008310249307e-05, "loss": 2.6632, "step": 917 }, { "epoch": 2.51, "learning_rate": 3.7728531855955675e-05, "loss": 2.6268, "step": 918 }, { "epoch": 2.52, "learning_rate": 3.768698060941828e-05, "loss": 2.5891, "step": 919 }, { "epoch": 2.52, "learning_rate": 3.764542936288088e-05, "loss": 2.595, "step": 920 }, { "epoch": 2.52, "eval_loss": 2.6126370429992676, "eval_runtime": 140.6689, "eval_samples_per_second": 34.428, "eval_steps_per_second": 4.308, "eval_wer": 1.0556627873971047, "step": 920 }, { "epoch": 2.52, "learning_rate": 3.7603878116343486e-05, "loss": 2.5504, "step": 921 }, { "epoch": 2.53, "learning_rate": 3.7562326869806094e-05, "loss": 2.5722, "step": 922 }, { "epoch": 2.53, "learning_rate": 3.7520775623268696e-05, "loss": 2.6546, "step": 923 }, { "epoch": 2.53, "learning_rate": 3.74792243767313e-05, "loss": 2.5729, "step": 924 }, { "epoch": 2.53, "learning_rate": 3.74376731301939e-05, "loss": 2.6416, "step": 925 }, { "epoch": 2.53, "eval_loss": 2.619037389755249, "eval_runtime": 141.7338, "eval_samples_per_second": 34.17, "eval_steps_per_second": 4.276, "eval_wer": 1.0414419528810672, "step": 925 }, { "epoch": 2.54, "learning_rate": 3.739612188365651e-05, "loss": 2.5694, "step": 926 }, { "epoch": 2.54, "learning_rate": 3.735457063711911e-05, "loss": 2.7109, "step": 927 }, { "epoch": 2.54, "learning_rate": 3.731301939058172e-05, "loss": 2.54, "step": 928 }, { "epoch": 2.54, "learning_rate": 3.727146814404432e-05, "loss": 2.6116, "step": 929 }, { "epoch": 2.55, "learning_rate": 3.722991689750692e-05, "loss": 2.6785, "step": 930 }, { "epoch": 2.55, "eval_loss": 2.635225772857666, "eval_runtime": 140.3161, "eval_samples_per_second": 34.515, "eval_steps_per_second": 4.319, "eval_wer": 1.0288958274198126, "step": 930 }, { "epoch": 2.55, "learning_rate": 3.718836565096952e-05, "loss": 2.695, "step": 931 }, { "epoch": 2.55, "learning_rate": 3.714681440443213e-05, "loss": 2.6851, "step": 932 }, { "epoch": 2.56, "learning_rate": 3.710526315789473e-05, "loss": 2.6712, "step": 933 }, { "epoch": 2.56, "learning_rate": 3.706371191135734e-05, "loss": 2.7343, "step": 934 }, { "epoch": 2.56, "learning_rate": 3.702216066481994e-05, "loss": 2.6986, "step": 935 }, { "epoch": 2.56, "eval_loss": 2.6267940998077393, "eval_runtime": 148.1702, "eval_samples_per_second": 32.685, "eval_steps_per_second": 4.09, "eval_wer": 1.0076923076923077, "step": 935 }, { "epoch": 2.56, "learning_rate": 3.698060941828254e-05, "loss": 2.6477, "step": 936 }, { "epoch": 2.57, "learning_rate": 3.693905817174515e-05, "loss": 2.6396, "step": 937 }, { "epoch": 2.57, "learning_rate": 3.689750692520775e-05, "loss": 2.6473, "step": 938 }, { "epoch": 2.57, "learning_rate": 3.6855955678670354e-05, "loss": 2.6596, "step": 939 }, { "epoch": 2.57, "learning_rate": 3.681440443213296e-05, "loss": 2.6145, "step": 940 }, { "epoch": 2.57, "eval_loss": 2.6166110038757324, "eval_runtime": 139.5921, "eval_samples_per_second": 34.694, "eval_steps_per_second": 4.341, "eval_wer": 1.0444507521998296, "step": 940 }, { "epoch": 2.58, "learning_rate": 3.6772853185595564e-05, "loss": 2.6345, "step": 941 }, { "epoch": 2.58, "learning_rate": 3.673130193905817e-05, "loss": 2.6359, "step": 942 }, { "epoch": 2.58, "learning_rate": 3.6689750692520774e-05, "loss": 2.6898, "step": 943 }, { "epoch": 2.59, "learning_rate": 3.6648199445983375e-05, "loss": 2.6554, "step": 944 }, { "epoch": 2.59, "learning_rate": 3.660664819944598e-05, "loss": 2.6961, "step": 945 }, { "epoch": 2.59, "eval_loss": 2.614225387573242, "eval_runtime": 141.1144, "eval_samples_per_second": 34.32, "eval_steps_per_second": 4.294, "eval_wer": 1.0185353391995458, "step": 945 }, { "epoch": 2.59, "learning_rate": 3.6565096952908585e-05, "loss": 2.622, "step": 946 }, { "epoch": 2.59, "learning_rate": 3.6523545706371187e-05, "loss": 2.6716, "step": 947 }, { "epoch": 2.6, "learning_rate": 3.6481994459833795e-05, "loss": 2.7486, "step": 948 }, { "epoch": 2.6, "learning_rate": 3.6440443213296396e-05, "loss": 2.6455, "step": 949 }, { "epoch": 2.6, "learning_rate": 3.6398891966759e-05, "loss": 2.6852, "step": 950 }, { "epoch": 2.6, "eval_loss": 2.607232093811035, "eval_runtime": 149.4774, "eval_samples_per_second": 32.4, "eval_steps_per_second": 4.054, "eval_wer": 1.012233891569685, "step": 950 }, { "epoch": 2.6, "learning_rate": 3.63573407202216e-05, "loss": 2.68, "step": 951 }, { "epoch": 2.61, "learning_rate": 3.631578947368421e-05, "loss": 2.6479, "step": 952 }, { "epoch": 2.61, "learning_rate": 3.627423822714681e-05, "loss": 2.6228, "step": 953 }, { "epoch": 2.61, "learning_rate": 3.623268698060942e-05, "loss": 2.6673, "step": 954 }, { "epoch": 2.62, "learning_rate": 3.619113573407202e-05, "loss": 2.5792, "step": 955 }, { "epoch": 2.62, "eval_loss": 2.6078407764434814, "eval_runtime": 143.081, "eval_samples_per_second": 33.848, "eval_steps_per_second": 4.235, "eval_wer": 1.116491626454726, "step": 955 }, { "epoch": 2.62, "learning_rate": 3.614958448753462e-05, "loss": 2.6426, "step": 956 }, { "epoch": 2.62, "learning_rate": 3.610803324099722e-05, "loss": 2.6061, "step": 957 }, { "epoch": 2.62, "learning_rate": 3.606648199445983e-05, "loss": 2.6111, "step": 958 }, { "epoch": 2.63, "learning_rate": 3.602493074792243e-05, "loss": 2.6043, "step": 959 }, { "epoch": 2.63, "learning_rate": 3.598337950138504e-05, "loss": 2.6118, "step": 960 }, { "epoch": 2.63, "eval_loss": 2.6176657676696777, "eval_runtime": 150.2175, "eval_samples_per_second": 32.24, "eval_steps_per_second": 4.034, "eval_wer": 1.1209764405336362, "step": 960 }, { "epoch": 2.63, "learning_rate": 3.594182825484764e-05, "loss": 2.6354, "step": 961 }, { "epoch": 2.63, "learning_rate": 3.590027700831024e-05, "loss": 2.6413, "step": 962 }, { "epoch": 2.64, "learning_rate": 3.585872576177285e-05, "loss": 2.5868, "step": 963 }, { "epoch": 2.64, "learning_rate": 3.581717451523545e-05, "loss": 2.7232, "step": 964 }, { "epoch": 2.64, "learning_rate": 3.5775623268698055e-05, "loss": 2.5472, "step": 965 }, { "epoch": 2.64, "eval_loss": 2.6125783920288086, "eval_runtime": 148.6283, "eval_samples_per_second": 32.585, "eval_steps_per_second": 4.077, "eval_wer": 1.0044280442804427, "step": 965 }, { "epoch": 2.65, "learning_rate": 3.573407202216066e-05, "loss": 2.6403, "step": 966 }, { "epoch": 2.65, "learning_rate": 3.5692520775623264e-05, "loss": 2.635, "step": 967 }, { "epoch": 2.65, "learning_rate": 3.565096952908587e-05, "loss": 2.5512, "step": 968 }, { "epoch": 2.65, "learning_rate": 3.5609418282548474e-05, "loss": 2.5858, "step": 969 }, { "epoch": 2.66, "learning_rate": 3.5567867036011076e-05, "loss": 2.577, "step": 970 }, { "epoch": 2.66, "eval_loss": 2.6051268577575684, "eval_runtime": 152.7302, "eval_samples_per_second": 31.71, "eval_steps_per_second": 3.968, "eval_wer": 1.088135112120352, "step": 970 }, { "epoch": 2.66, "learning_rate": 3.552631578947368e-05, "loss": 2.54, "step": 971 }, { "epoch": 2.66, "learning_rate": 3.5484764542936285e-05, "loss": 2.542, "step": 972 }, { "epoch": 2.66, "learning_rate": 3.544321329639889e-05, "loss": 2.5901, "step": 973 }, { "epoch": 2.67, "learning_rate": 3.5401662049861495e-05, "loss": 2.6001, "step": 974 }, { "epoch": 2.67, "learning_rate": 3.53601108033241e-05, "loss": 2.5602, "step": 975 }, { "epoch": 2.67, "eval_loss": 2.5991711616516113, "eval_runtime": 139.8925, "eval_samples_per_second": 34.619, "eval_steps_per_second": 4.332, "eval_wer": 1.017797331819472, "step": 975 }, { "epoch": 2.67, "learning_rate": 3.53185595567867e-05, "loss": 2.5948, "step": 976 }, { "epoch": 2.68, "learning_rate": 3.5277008310249307e-05, "loss": 2.5473, "step": 977 }, { "epoch": 2.68, "learning_rate": 3.523545706371191e-05, "loss": 2.5476, "step": 978 }, { "epoch": 2.68, "learning_rate": 3.5193905817174516e-05, "loss": 2.5644, "step": 979 }, { "epoch": 2.68, "learning_rate": 3.515235457063712e-05, "loss": 2.695, "step": 980 }, { "epoch": 2.68, "eval_loss": 2.602264404296875, "eval_runtime": 151.0197, "eval_samples_per_second": 32.069, "eval_steps_per_second": 4.013, "eval_wer": 1.0247516321317058, "step": 980 }, { "epoch": 2.69, "learning_rate": 3.511080332409972e-05, "loss": 2.7191, "step": 981 }, { "epoch": 2.69, "learning_rate": 3.506925207756232e-05, "loss": 2.639, "step": 982 }, { "epoch": 2.69, "learning_rate": 3.502770083102493e-05, "loss": 2.7155, "step": 983 }, { "epoch": 2.69, "learning_rate": 3.498614958448753e-05, "loss": 2.6456, "step": 984 }, { "epoch": 2.7, "learning_rate": 3.494459833795014e-05, "loss": 2.7017, "step": 985 }, { "epoch": 2.7, "eval_loss": 2.6189544200897217, "eval_runtime": 139.912, "eval_samples_per_second": 34.615, "eval_steps_per_second": 4.331, "eval_wer": 1.004059040590406, "step": 985 }, { "epoch": 2.7, "learning_rate": 3.490304709141274e-05, "loss": 2.6867, "step": 986 }, { "epoch": 2.7, "learning_rate": 3.486149584487534e-05, "loss": 2.7123, "step": 987 }, { "epoch": 2.71, "learning_rate": 3.4819944598337944e-05, "loss": 2.7224, "step": 988 }, { "epoch": 2.71, "learning_rate": 3.477839335180055e-05, "loss": 2.6807, "step": 989 }, { "epoch": 2.71, "learning_rate": 3.4736842105263153e-05, "loss": 2.6327, "step": 990 }, { "epoch": 2.71, "eval_loss": 2.60239839553833, "eval_runtime": 154.9675, "eval_samples_per_second": 31.252, "eval_steps_per_second": 3.91, "eval_wer": 1.014249219415271, "step": 990 }, { "epoch": 2.71, "learning_rate": 3.469529085872576e-05, "loss": 2.6733, "step": 991 }, { "epoch": 2.72, "learning_rate": 3.465373961218836e-05, "loss": 2.6564, "step": 992 }, { "epoch": 2.72, "learning_rate": 3.461218836565097e-05, "loss": 2.6688, "step": 993 }, { "epoch": 2.72, "learning_rate": 3.457063711911357e-05, "loss": 2.6269, "step": 994 }, { "epoch": 2.73, "learning_rate": 3.4529085872576175e-05, "loss": 2.6193, "step": 995 }, { "epoch": 2.73, "eval_loss": 2.5897159576416016, "eval_runtime": 141.0123, "eval_samples_per_second": 34.345, "eval_steps_per_second": 4.297, "eval_wer": 1.0147885325007096, "step": 995 }, { "epoch": 2.73, "learning_rate": 3.4487534626038776e-05, "loss": 2.585, "step": 996 }, { "epoch": 2.73, "learning_rate": 3.4445983379501384e-05, "loss": 2.6455, "step": 997 }, { "epoch": 2.73, "learning_rate": 3.4404432132963986e-05, "loss": 2.6029, "step": 998 }, { "epoch": 2.74, "learning_rate": 3.4362880886426594e-05, "loss": 2.6363, "step": 999 }, { "epoch": 2.74, "learning_rate": 3.4321329639889196e-05, "loss": 2.5939, "step": 1000 }, { "epoch": 2.74, "eval_loss": 2.5900378227233887, "eval_runtime": 142.8356, "eval_samples_per_second": 33.906, "eval_steps_per_second": 4.243, "eval_wer": 1.0328980982117513, "step": 1000 }, { "epoch": 2.74, "learning_rate": 3.42797783933518e-05, "loss": 2.617, "step": 1001 }, { "epoch": 2.74, "learning_rate": 3.42382271468144e-05, "loss": 2.607, "step": 1002 }, { "epoch": 2.75, "learning_rate": 3.419667590027701e-05, "loss": 2.6708, "step": 1003 }, { "epoch": 2.75, "learning_rate": 3.415512465373961e-05, "loss": 2.5678, "step": 1004 }, { "epoch": 2.75, "learning_rate": 3.411357340720222e-05, "loss": 2.5477, "step": 1005 }, { "epoch": 2.75, "eval_loss": 2.597130060195923, "eval_runtime": 140.8229, "eval_samples_per_second": 34.391, "eval_steps_per_second": 4.303, "eval_wer": 1.0338347998864603, "step": 1005 }, { "epoch": 2.76, "learning_rate": 3.407202216066482e-05, "loss": 2.6318, "step": 1006 }, { "epoch": 2.76, "learning_rate": 3.403047091412742e-05, "loss": 2.6538, "step": 1007 }, { "epoch": 2.76, "learning_rate": 3.398891966759002e-05, "loss": 2.5786, "step": 1008 }, { "epoch": 2.76, "learning_rate": 3.394736842105263e-05, "loss": 2.5831, "step": 1009 }, { "epoch": 2.77, "learning_rate": 3.390581717451523e-05, "loss": 2.6089, "step": 1010 }, { "epoch": 2.77, "eval_loss": 2.596896171569824, "eval_runtime": 141.6502, "eval_samples_per_second": 34.19, "eval_steps_per_second": 4.278, "eval_wer": 1.006358217428328, "step": 1010 }, { "epoch": 2.77, "learning_rate": 3.386426592797784e-05, "loss": 2.6291, "step": 1011 }, { "epoch": 2.77, "learning_rate": 3.382271468144044e-05, "loss": 2.6366, "step": 1012 }, { "epoch": 2.77, "learning_rate": 3.378116343490304e-05, "loss": 2.5969, "step": 1013 }, { "epoch": 2.78, "learning_rate": 3.3739612188365644e-05, "loss": 2.6686, "step": 1014 }, { "epoch": 2.78, "learning_rate": 3.369806094182825e-05, "loss": 2.5625, "step": 1015 }, { "epoch": 2.78, "eval_loss": 2.589853048324585, "eval_runtime": 142.4939, "eval_samples_per_second": 33.987, "eval_steps_per_second": 4.253, "eval_wer": 1.0648027249503265, "step": 1015 }, { "epoch": 2.78, "learning_rate": 3.3656509695290854e-05, "loss": 2.6448, "step": 1016 }, { "epoch": 2.79, "learning_rate": 3.361495844875346e-05, "loss": 2.5491, "step": 1017 }, { "epoch": 2.79, "learning_rate": 3.3573407202216064e-05, "loss": 2.6089, "step": 1018 }, { "epoch": 2.79, "learning_rate": 3.353185595567867e-05, "loss": 2.5364, "step": 1019 }, { "epoch": 2.79, "learning_rate": 3.3490304709141273e-05, "loss": 2.5745, "step": 1020 }, { "epoch": 2.79, "eval_loss": 2.586090326309204, "eval_runtime": 140.1471, "eval_samples_per_second": 34.557, "eval_steps_per_second": 4.324, "eval_wer": 1.0627022424070394, "step": 1020 }, { "epoch": 2.8, "learning_rate": 3.3448753462603875e-05, "loss": 2.5555, "step": 1021 }, { "epoch": 2.8, "learning_rate": 3.3407202216066476e-05, "loss": 2.6456, "step": 1022 }, { "epoch": 2.8, "learning_rate": 3.3365650969529085e-05, "loss": 2.6165, "step": 1023 }, { "epoch": 2.8, "learning_rate": 3.3324099722991686e-05, "loss": 2.6059, "step": 1024 }, { "epoch": 2.81, "learning_rate": 3.3282548476454295e-05, "loss": 2.5702, "step": 1025 }, { "epoch": 2.81, "eval_loss": 2.5922608375549316, "eval_runtime": 142.7304, "eval_samples_per_second": 33.931, "eval_steps_per_second": 4.246, "eval_wer": 1.052597218279875, "step": 1025 }, { "epoch": 2.81, "learning_rate": 3.3240997229916896e-05, "loss": 2.7317, "step": 1026 }, { "epoch": 2.81, "learning_rate": 3.31994459833795e-05, "loss": 2.6421, "step": 1027 }, { "epoch": 2.82, "learning_rate": 3.31578947368421e-05, "loss": 2.6052, "step": 1028 }, { "epoch": 2.82, "learning_rate": 3.311634349030471e-05, "loss": 2.6021, "step": 1029 }, { "epoch": 2.82, "learning_rate": 3.307479224376731e-05, "loss": 2.645, "step": 1030 }, { "epoch": 2.82, "eval_loss": 2.6053032875061035, "eval_runtime": 146.1281, "eval_samples_per_second": 33.142, "eval_steps_per_second": 4.147, "eval_wer": 1.0198694294635253, "step": 1030 }, { "epoch": 2.82, "learning_rate": 3.303324099722992e-05, "loss": 2.7207, "step": 1031 }, { "epoch": 2.83, "learning_rate": 3.299168975069252e-05, "loss": 2.7174, "step": 1032 }, { "epoch": 2.83, "learning_rate": 3.295013850415512e-05, "loss": 2.7229, "step": 1033 }, { "epoch": 2.83, "learning_rate": 3.290858725761772e-05, "loss": 2.7535, "step": 1034 }, { "epoch": 2.83, "learning_rate": 3.286703601108033e-05, "loss": 2.6869, "step": 1035 }, { "epoch": 2.83, "eval_loss": 2.6226749420166016, "eval_runtime": 139.922, "eval_samples_per_second": 34.612, "eval_steps_per_second": 4.331, "eval_wer": 1.001078626170877, "step": 1035 }, { "epoch": 2.84, "learning_rate": 3.282548476454293e-05, "loss": 2.7362, "step": 1036 }, { "epoch": 2.84, "learning_rate": 3.278393351800554e-05, "loss": 2.6669, "step": 1037 }, { "epoch": 2.84, "learning_rate": 3.274238227146814e-05, "loss": 2.7309, "step": 1038 }, { "epoch": 2.85, "learning_rate": 3.270083102493074e-05, "loss": 2.6516, "step": 1039 }, { "epoch": 2.85, "learning_rate": 3.2659279778393344e-05, "loss": 2.6678, "step": 1040 }, { "epoch": 2.85, "eval_loss": 2.6094069480895996, "eval_runtime": 140.0132, "eval_samples_per_second": 34.59, "eval_steps_per_second": 4.328, "eval_wer": 1.017882486517173, "step": 1040 }, { "epoch": 2.85, "learning_rate": 3.261772853185595e-05, "loss": 2.6565, "step": 1041 }, { "epoch": 2.85, "learning_rate": 3.2576177285318554e-05, "loss": 2.7457, "step": 1042 }, { "epoch": 2.86, "learning_rate": 3.253462603878116e-05, "loss": 2.6513, "step": 1043 }, { "epoch": 2.86, "learning_rate": 3.2493074792243764e-05, "loss": 2.6587, "step": 1044 }, { "epoch": 2.86, "learning_rate": 3.245152354570637e-05, "loss": 2.6787, "step": 1045 }, { "epoch": 2.86, "eval_loss": 2.5977933406829834, "eval_runtime": 141.7965, "eval_samples_per_second": 34.155, "eval_steps_per_second": 4.274, "eval_wer": 1.0028101050241272, "step": 1045 }, { "epoch": 2.86, "learning_rate": 3.2409972299168974e-05, "loss": 2.6396, "step": 1046 }, { "epoch": 2.87, "learning_rate": 3.2368421052631575e-05, "loss": 2.6629, "step": 1047 }, { "epoch": 2.87, "learning_rate": 3.232686980609418e-05, "loss": 2.6321, "step": 1048 }, { "epoch": 2.87, "learning_rate": 3.2285318559556785e-05, "loss": 2.6517, "step": 1049 }, { "epoch": 2.88, "learning_rate": 3.224376731301939e-05, "loss": 2.6246, "step": 1050 }, { "epoch": 2.88, "eval_loss": 2.596486806869507, "eval_runtime": 141.192, "eval_samples_per_second": 34.301, "eval_steps_per_second": 4.292, "eval_wer": 1.0092818620493897, "step": 1050 }, { "epoch": 2.88, "learning_rate": 3.2202216066481995e-05, "loss": 2.6658, "step": 1051 }, { "epoch": 2.88, "learning_rate": 3.2160664819944597e-05, "loss": 2.603, "step": 1052 }, { "epoch": 2.88, "learning_rate": 3.21191135734072e-05, "loss": 2.6856, "step": 1053 }, { "epoch": 2.89, "learning_rate": 3.20775623268698e-05, "loss": 2.6517, "step": 1054 }, { "epoch": 2.89, "learning_rate": 3.203601108033241e-05, "loss": 2.5676, "step": 1055 }, { "epoch": 2.89, "eval_loss": 2.592679500579834, "eval_runtime": 145.0407, "eval_samples_per_second": 33.391, "eval_steps_per_second": 4.178, "eval_wer": 1.062730627306273, "step": 1055 }, { "epoch": 2.89, "learning_rate": 3.199445983379501e-05, "loss": 2.5968, "step": 1056 }, { "epoch": 2.89, "learning_rate": 3.195290858725762e-05, "loss": 2.6432, "step": 1057 }, { "epoch": 2.9, "learning_rate": 3.191135734072022e-05, "loss": 2.6205, "step": 1058 }, { "epoch": 2.9, "learning_rate": 3.186980609418282e-05, "loss": 2.5305, "step": 1059 }, { "epoch": 2.9, "learning_rate": 3.182825484764542e-05, "loss": 2.6773, "step": 1060 }, { "epoch": 2.9, "eval_loss": 2.5907163619995117, "eval_runtime": 156.3634, "eval_samples_per_second": 30.973, "eval_steps_per_second": 3.876, "eval_wer": 1.0817485097927901, "step": 1060 }, { "epoch": 2.91, "learning_rate": 3.178670360110803e-05, "loss": 2.648, "step": 1061 }, { "epoch": 2.91, "learning_rate": 3.174515235457063e-05, "loss": 2.5314, "step": 1062 }, { "epoch": 2.91, "learning_rate": 3.170360110803324e-05, "loss": 2.6579, "step": 1063 }, { "epoch": 2.91, "learning_rate": 3.166204986149584e-05, "loss": 2.5713, "step": 1064 }, { "epoch": 2.92, "learning_rate": 3.162049861495844e-05, "loss": 2.6114, "step": 1065 }, { "epoch": 2.92, "eval_loss": 2.593247413635254, "eval_runtime": 153.9779, "eval_samples_per_second": 31.453, "eval_steps_per_second": 3.936, "eval_wer": 1.101305705364746, "step": 1065 }, { "epoch": 2.92, "learning_rate": 3.1578947368421045e-05, "loss": 2.6003, "step": 1066 }, { "epoch": 2.92, "learning_rate": 3.153739612188365e-05, "loss": 2.5824, "step": 1067 }, { "epoch": 2.92, "learning_rate": 3.1495844875346255e-05, "loss": 2.6219, "step": 1068 }, { "epoch": 2.93, "learning_rate": 3.145429362880886e-05, "loss": 2.6234, "step": 1069 }, { "epoch": 2.93, "learning_rate": 3.1412742382271464e-05, "loss": 2.6227, "step": 1070 }, { "epoch": 2.93, "eval_loss": 2.584027051925659, "eval_runtime": 139.6475, "eval_samples_per_second": 34.68, "eval_steps_per_second": 4.339, "eval_wer": 1.0401930173147886, "step": 1070 }, { "epoch": 2.93, "learning_rate": 3.137119113573407e-05, "loss": 2.6051, "step": 1071 }, { "epoch": 2.94, "learning_rate": 3.1329639889196674e-05, "loss": 2.5372, "step": 1072 }, { "epoch": 2.94, "learning_rate": 3.1288088642659276e-05, "loss": 2.5539, "step": 1073 }, { "epoch": 2.94, "learning_rate": 3.124653739612188e-05, "loss": 2.5365, "step": 1074 }, { "epoch": 2.94, "learning_rate": 3.1204986149584486e-05, "loss": 2.594, "step": 1075 }, { "epoch": 2.94, "eval_loss": 2.59973406791687, "eval_runtime": 144.6623, "eval_samples_per_second": 33.478, "eval_steps_per_second": 4.189, "eval_wer": 1.1371274481975588, "step": 1075 }, { "epoch": 2.95, "learning_rate": 3.116343490304709e-05, "loss": 2.5861, "step": 1076 }, { "epoch": 2.95, "learning_rate": 3.1121883656509695e-05, "loss": 2.6044, "step": 1077 }, { "epoch": 2.95, "learning_rate": 3.10803324099723e-05, "loss": 2.5448, "step": 1078 }, { "epoch": 2.95, "learning_rate": 3.10387811634349e-05, "loss": 2.6662, "step": 1079 }, { "epoch": 2.96, "learning_rate": 3.09972299168975e-05, "loss": 2.751, "step": 1080 }, { "epoch": 2.96, "eval_loss": 2.590857982635498, "eval_runtime": 144.6161, "eval_samples_per_second": 33.489, "eval_steps_per_second": 4.19, "eval_wer": 1.0972182798751065, "step": 1080 }, { "epoch": 2.96, "learning_rate": 3.095567867036011e-05, "loss": 2.7415, "step": 1081 }, { "epoch": 2.96, "learning_rate": 3.091412742382271e-05, "loss": 2.6923, "step": 1082 }, { "epoch": 2.97, "learning_rate": 3.087257617728532e-05, "loss": 2.6413, "step": 1083 }, { "epoch": 2.97, "learning_rate": 3.083102493074792e-05, "loss": 2.6784, "step": 1084 }, { "epoch": 2.97, "learning_rate": 3.078947368421052e-05, "loss": 2.6366, "step": 1085 }, { "epoch": 2.97, "eval_loss": 2.6080873012542725, "eval_runtime": 143.8483, "eval_samples_per_second": 33.667, "eval_steps_per_second": 4.213, "eval_wer": 1.0597502128867442, "step": 1085 }, { "epoch": 2.97, "learning_rate": 3.074792243767313e-05, "loss": 2.6346, "step": 1086 }, { "epoch": 2.98, "learning_rate": 3.070637119113573e-05, "loss": 2.5989, "step": 1087 }, { "epoch": 2.98, "learning_rate": 3.066481994459834e-05, "loss": 2.6227, "step": 1088 }, { "epoch": 2.98, "learning_rate": 3.062326869806094e-05, "loss": 2.5712, "step": 1089 }, { "epoch": 2.98, "learning_rate": 3.058171745152354e-05, "loss": 2.577, "step": 1090 }, { "epoch": 2.98, "eval_loss": 2.591460943222046, "eval_runtime": 146.3232, "eval_samples_per_second": 33.098, "eval_steps_per_second": 4.142, "eval_wer": 1.0410161793925632, "step": 1090 }, { "epoch": 2.99, "learning_rate": 3.0540166204986144e-05, "loss": 2.6296, "step": 1091 }, { "epoch": 2.99, "learning_rate": 3.0498614958448752e-05, "loss": 2.6557, "step": 1092 }, { "epoch": 2.99, "learning_rate": 3.0457063711911354e-05, "loss": 2.5853, "step": 1093 }, { "epoch": 3.0, "learning_rate": 3.0415512465373962e-05, "loss": 2.5998, "step": 1094 }, { "epoch": 3.0, "learning_rate": 3.0373961218836563e-05, "loss": 2.579, "step": 1095 }, { "epoch": 3.0, "eval_loss": 2.5952680110931396, "eval_runtime": 141.2401, "eval_samples_per_second": 34.289, "eval_steps_per_second": 4.291, "eval_wer": 1.1432585864320182, "step": 1095 }, { "epoch": 3.0, "learning_rate": 3.0332409972299168e-05, "loss": 4.0855, "step": 1096 }, { "epoch": 3.01, "learning_rate": 3.029085872576177e-05, "loss": 2.656, "step": 1097 }, { "epoch": 3.01, "learning_rate": 3.0249307479224375e-05, "loss": 2.6641, "step": 1098 }, { "epoch": 3.01, "learning_rate": 3.0207756232686976e-05, "loss": 2.7159, "step": 1099 }, { "epoch": 3.01, "learning_rate": 3.0166204986149585e-05, "loss": 2.6706, "step": 1100 }, { "epoch": 3.01, "eval_loss": 2.591264486312866, "eval_runtime": 140.5773, "eval_samples_per_second": 34.451, "eval_steps_per_second": 4.311, "eval_wer": 1.0456429179676412, "step": 1100 }, { "epoch": 3.02, "learning_rate": 3.0124653739612186e-05, "loss": 2.6311, "step": 1101 }, { "epoch": 3.02, "learning_rate": 3.008310249307479e-05, "loss": 2.7027, "step": 1102 }, { "epoch": 3.02, "learning_rate": 3.0041551246537392e-05, "loss": 2.6313, "step": 1103 }, { "epoch": 3.02, "learning_rate": 2.9999999999999997e-05, "loss": 2.5907, "step": 1104 }, { "epoch": 3.03, "learning_rate": 2.9958448753462602e-05, "loss": 2.6161, "step": 1105 }, { "epoch": 3.03, "eval_loss": 2.60790753364563, "eval_runtime": 142.8987, "eval_samples_per_second": 33.891, "eval_steps_per_second": 4.241, "eval_wer": 1.100879931876242, "step": 1105 }, { "epoch": 3.03, "learning_rate": 2.9916897506925207e-05, "loss": 2.6878, "step": 1106 }, { "epoch": 3.03, "learning_rate": 2.987534626038781e-05, "loss": 2.6162, "step": 1107 }, { "epoch": 3.04, "learning_rate": 2.9833795013850414e-05, "loss": 2.6136, "step": 1108 }, { "epoch": 3.04, "learning_rate": 2.9792243767313015e-05, "loss": 2.613, "step": 1109 }, { "epoch": 3.04, "learning_rate": 2.9750692520775623e-05, "loss": 2.6397, "step": 1110 }, { "epoch": 3.04, "eval_loss": 2.5951175689697266, "eval_runtime": 140.1696, "eval_samples_per_second": 34.551, "eval_steps_per_second": 4.323, "eval_wer": 1.1771217712177122, "step": 1110 }, { "epoch": 3.04, "learning_rate": 2.9709141274238225e-05, "loss": 2.6065, "step": 1111 }, { "epoch": 3.05, "learning_rate": 2.966759002770083e-05, "loss": 2.6346, "step": 1112 }, { "epoch": 3.05, "learning_rate": 2.962603878116343e-05, "loss": 2.6567, "step": 1113 }, { "epoch": 3.05, "learning_rate": 2.9584487534626036e-05, "loss": 2.6403, "step": 1114 }, { "epoch": 3.05, "learning_rate": 2.9542936288088638e-05, "loss": 2.6246, "step": 1115 }, { "epoch": 3.05, "eval_loss": 2.5729894638061523, "eval_runtime": 142.0088, "eval_samples_per_second": 34.104, "eval_steps_per_second": 4.267, "eval_wer": 1.0298892988929889, "step": 1115 }, { "epoch": 3.06, "learning_rate": 2.9501385041551246e-05, "loss": 2.6297, "step": 1116 }, { "epoch": 3.06, "learning_rate": 2.9459833795013848e-05, "loss": 2.5378, "step": 1117 }, { "epoch": 3.06, "learning_rate": 2.9418282548476452e-05, "loss": 2.5485, "step": 1118 }, { "epoch": 3.07, "learning_rate": 2.9376731301939054e-05, "loss": 2.6042, "step": 1119 }, { "epoch": 3.07, "learning_rate": 2.9335180055401662e-05, "loss": 2.5637, "step": 1120 }, { "epoch": 3.07, "eval_loss": 2.5621588230133057, "eval_runtime": 157.6164, "eval_samples_per_second": 30.727, "eval_steps_per_second": 3.845, "eval_wer": 1.0847573091115525, "step": 1120 }, { "epoch": 3.07, "learning_rate": 2.9293628808864264e-05, "loss": 2.542, "step": 1121 }, { "epoch": 3.07, "learning_rate": 2.925207756232687e-05, "loss": 2.5961, "step": 1122 }, { "epoch": 3.08, "learning_rate": 2.921052631578947e-05, "loss": 2.5422, "step": 1123 }, { "epoch": 3.08, "learning_rate": 2.9168975069252075e-05, "loss": 2.563, "step": 1124 }, { "epoch": 3.08, "learning_rate": 2.9127423822714677e-05, "loss": 2.5692, "step": 1125 }, { "epoch": 3.08, "eval_loss": 2.556077241897583, "eval_runtime": 141.5277, "eval_samples_per_second": 34.219, "eval_steps_per_second": 4.282, "eval_wer": 1.1471757025262561, "step": 1125 }, { "epoch": 3.08, "learning_rate": 2.9085872576177285e-05, "loss": 2.6206, "step": 1126 }, { "epoch": 3.09, "learning_rate": 2.9044321329639886e-05, "loss": 2.6016, "step": 1127 }, { "epoch": 3.09, "learning_rate": 2.900277008310249e-05, "loss": 2.5876, "step": 1128 }, { "epoch": 3.09, "learning_rate": 2.8961218836565093e-05, "loss": 2.5195, "step": 1129 }, { "epoch": 3.1, "learning_rate": 2.8919667590027698e-05, "loss": 2.5948, "step": 1130 }, { "epoch": 3.1, "eval_loss": 2.556828260421753, "eval_runtime": 140.7914, "eval_samples_per_second": 34.398, "eval_steps_per_second": 4.304, "eval_wer": 1.0801589554357083, "step": 1130 }, { "epoch": 3.1, "learning_rate": 2.8878116343490303e-05, "loss": 2.5581, "step": 1131 }, { "epoch": 3.1, "learning_rate": 2.8836565096952908e-05, "loss": 2.5012, "step": 1132 }, { "epoch": 3.1, "learning_rate": 2.879501385041551e-05, "loss": 2.5066, "step": 1133 }, { "epoch": 3.11, "learning_rate": 2.8753462603878114e-05, "loss": 2.5888, "step": 1134 }, { "epoch": 3.11, "learning_rate": 2.8711911357340716e-05, "loss": 2.5372, "step": 1135 }, { "epoch": 3.11, "eval_loss": 2.5638327598571777, "eval_runtime": 159.3627, "eval_samples_per_second": 30.39, "eval_steps_per_second": 3.803, "eval_wer": 1.126114107294919, "step": 1135 }, { "epoch": 3.11, "learning_rate": 2.8670360110803324e-05, "loss": 2.5483, "step": 1136 }, { "epoch": 3.11, "learning_rate": 2.8628808864265925e-05, "loss": 2.5979, "step": 1137 }, { "epoch": 3.12, "learning_rate": 2.858725761772853e-05, "loss": 2.5599, "step": 1138 }, { "epoch": 3.12, "learning_rate": 2.8545706371191132e-05, "loss": 2.5663, "step": 1139 }, { "epoch": 3.12, "learning_rate": 2.8504155124653737e-05, "loss": 2.4995, "step": 1140 }, { "epoch": 3.12, "eval_loss": 2.572706937789917, "eval_runtime": 141.419, "eval_samples_per_second": 34.246, "eval_steps_per_second": 4.285, "eval_wer": 1.139511779733182, "step": 1140 }, { "epoch": 3.13, "learning_rate": 2.8462603878116338e-05, "loss": 2.548, "step": 1141 }, { "epoch": 3.13, "learning_rate": 2.8421052631578946e-05, "loss": 2.5133, "step": 1142 }, { "epoch": 3.13, "learning_rate": 2.8379501385041548e-05, "loss": 2.5249, "step": 1143 }, { "epoch": 3.13, "learning_rate": 2.8337950138504153e-05, "loss": 2.578, "step": 1144 }, { "epoch": 3.14, "learning_rate": 2.8296398891966754e-05, "loss": 2.6304, "step": 1145 }, { "epoch": 3.14, "eval_loss": 2.5671443939208984, "eval_runtime": 140.4914, "eval_samples_per_second": 34.472, "eval_steps_per_second": 4.313, "eval_wer": 1.0259437978995174, "step": 1145 }, { "epoch": 3.14, "learning_rate": 2.8254847645429363e-05, "loss": 2.7281, "step": 1146 }, { "epoch": 3.14, "learning_rate": 2.8213296398891964e-05, "loss": 2.6481, "step": 1147 }, { "epoch": 3.15, "learning_rate": 2.817174515235457e-05, "loss": 2.5677, "step": 1148 }, { "epoch": 3.15, "learning_rate": 2.813019390581717e-05, "loss": 2.6792, "step": 1149 }, { "epoch": 3.15, "learning_rate": 2.8088642659279776e-05, "loss": 2.6395, "step": 1150 }, { "epoch": 3.15, "eval_loss": 2.5778486728668213, "eval_runtime": 140.0801, "eval_samples_per_second": 34.573, "eval_steps_per_second": 4.326, "eval_wer": 1.021203519727505, "step": 1150 }, { "epoch": 3.15, "learning_rate": 2.8047091412742377e-05, "loss": 2.6219, "step": 1151 }, { "epoch": 3.16, "learning_rate": 2.8005540166204985e-05, "loss": 2.6536, "step": 1152 }, { "epoch": 3.16, "learning_rate": 2.7963988919667587e-05, "loss": 2.6565, "step": 1153 }, { "epoch": 3.16, "learning_rate": 2.7922437673130192e-05, "loss": 2.5832, "step": 1154 }, { "epoch": 3.16, "learning_rate": 2.7880886426592793e-05, "loss": 2.6127, "step": 1155 }, { "epoch": 3.16, "eval_loss": 2.560915470123291, "eval_runtime": 150.0724, "eval_samples_per_second": 32.271, "eval_steps_per_second": 4.038, "eval_wer": 1.0456996877661084, "step": 1155 }, { "epoch": 3.17, "learning_rate": 2.7839335180055398e-05, "loss": 2.6248, "step": 1156 }, { "epoch": 3.17, "learning_rate": 2.7797783933518003e-05, "loss": 2.5818, "step": 1157 }, { "epoch": 3.17, "learning_rate": 2.7756232686980608e-05, "loss": 2.5946, "step": 1158 }, { "epoch": 3.18, "learning_rate": 2.771468144044321e-05, "loss": 2.6157, "step": 1159 }, { "epoch": 3.18, "learning_rate": 2.7673130193905814e-05, "loss": 2.5919, "step": 1160 }, { "epoch": 3.18, "eval_loss": 2.5603954792022705, "eval_runtime": 139.9789, "eval_samples_per_second": 34.598, "eval_steps_per_second": 4.329, "eval_wer": 1.0901788248651718, "step": 1160 }, { "epoch": 3.18, "learning_rate": 2.7631578947368416e-05, "loss": 2.5974, "step": 1161 }, { "epoch": 3.18, "learning_rate": 2.7590027700831024e-05, "loss": 2.5705, "step": 1162 }, { "epoch": 3.19, "learning_rate": 2.7548476454293626e-05, "loss": 2.6249, "step": 1163 }, { "epoch": 3.19, "learning_rate": 2.750692520775623e-05, "loss": 2.6387, "step": 1164 }, { "epoch": 3.19, "learning_rate": 2.7465373961218832e-05, "loss": 2.6111, "step": 1165 }, { "epoch": 3.19, "eval_loss": 2.546295166015625, "eval_runtime": 140.1701, "eval_samples_per_second": 34.551, "eval_steps_per_second": 4.323, "eval_wer": 1.001362475163213, "step": 1165 }, { "epoch": 3.19, "learning_rate": 2.7423822714681437e-05, "loss": 2.6139, "step": 1166 }, { "epoch": 3.2, "learning_rate": 2.738227146814404e-05, "loss": 2.6438, "step": 1167 }, { "epoch": 3.2, "learning_rate": 2.7340720221606647e-05, "loss": 2.6285, "step": 1168 }, { "epoch": 3.2, "learning_rate": 2.729916897506925e-05, "loss": 2.599, "step": 1169 }, { "epoch": 3.21, "learning_rate": 2.7257617728531853e-05, "loss": 2.5971, "step": 1170 }, { "epoch": 3.21, "eval_loss": 2.5429396629333496, "eval_runtime": 139.5793, "eval_samples_per_second": 34.697, "eval_steps_per_second": 4.342, "eval_wer": 1.0021572523417541, "step": 1170 }, { "epoch": 3.21, "learning_rate": 2.7216066481994455e-05, "loss": 2.5423, "step": 1171 }, { "epoch": 3.21, "learning_rate": 2.7174515235457063e-05, "loss": 2.6009, "step": 1172 }, { "epoch": 3.21, "learning_rate": 2.7132963988919665e-05, "loss": 2.614, "step": 1173 }, { "epoch": 3.22, "learning_rate": 2.709141274238227e-05, "loss": 2.6471, "step": 1174 }, { "epoch": 3.22, "learning_rate": 2.704986149584487e-05, "loss": 2.5887, "step": 1175 }, { "epoch": 3.22, "eval_loss": 2.539423942565918, "eval_runtime": 139.2321, "eval_samples_per_second": 34.784, "eval_steps_per_second": 4.352, "eval_wer": 1.0411864887879647, "step": 1175 }, { "epoch": 3.22, "learning_rate": 2.7008310249307476e-05, "loss": 2.5649, "step": 1176 }, { "epoch": 3.22, "learning_rate": 2.6966759002770077e-05, "loss": 2.5507, "step": 1177 }, { "epoch": 3.23, "learning_rate": 2.6925207756232686e-05, "loss": 2.5415, "step": 1178 }, { "epoch": 3.23, "learning_rate": 2.6883656509695287e-05, "loss": 2.5508, "step": 1179 }, { "epoch": 3.23, "learning_rate": 2.6842105263157892e-05, "loss": 2.5644, "step": 1180 }, { "epoch": 3.23, "eval_loss": 2.534177780151367, "eval_runtime": 144.3721, "eval_samples_per_second": 33.545, "eval_steps_per_second": 4.197, "eval_wer": 1.04689185353392, "step": 1180 }, { "epoch": 3.24, "learning_rate": 2.6800554016620494e-05, "loss": 2.5909, "step": 1181 }, { "epoch": 3.24, "learning_rate": 2.67590027700831e-05, "loss": 2.6377, "step": 1182 }, { "epoch": 3.24, "learning_rate": 2.6717451523545704e-05, "loss": 2.5593, "step": 1183 }, { "epoch": 3.24, "learning_rate": 2.667590027700831e-05, "loss": 2.5651, "step": 1184 }, { "epoch": 3.25, "learning_rate": 2.663434903047091e-05, "loss": 2.4805, "step": 1185 }, { "epoch": 3.25, "eval_loss": 2.6065704822540283, "eval_runtime": 138.8303, "eval_samples_per_second": 34.884, "eval_steps_per_second": 4.365, "eval_wer": 1.2668180527959125, "step": 1185 }, { "epoch": 3.25, "learning_rate": 2.6592797783933515e-05, "loss": 2.5671, "step": 1186 }, { "epoch": 3.25, "learning_rate": 2.6551246537396116e-05, "loss": 2.606, "step": 1187 }, { "epoch": 3.25, "learning_rate": 2.6509695290858725e-05, "loss": 2.5668, "step": 1188 }, { "epoch": 3.26, "learning_rate": 2.646814404432133e-05, "loss": 2.6273, "step": 1189 }, { "epoch": 3.26, "learning_rate": 2.642659279778393e-05, "loss": 2.5324, "step": 1190 }, { "epoch": 3.26, "eval_loss": 2.5394909381866455, "eval_runtime": 141.2379, "eval_samples_per_second": 34.29, "eval_steps_per_second": 4.291, "eval_wer": 1.0234175418677263, "step": 1190 }, { "epoch": 3.26, "learning_rate": 2.6385041551246536e-05, "loss": 2.4968, "step": 1191 }, { "epoch": 3.27, "learning_rate": 2.6343490304709138e-05, "loss": 2.5731, "step": 1192 }, { "epoch": 3.27, "learning_rate": 2.6301939058171746e-05, "loss": 2.5527, "step": 1193 }, { "epoch": 3.27, "learning_rate": 2.6260387811634347e-05, "loss": 2.569, "step": 1194 }, { "epoch": 3.27, "learning_rate": 2.6218836565096952e-05, "loss": 2.5491, "step": 1195 }, { "epoch": 3.27, "eval_loss": 2.543052911758423, "eval_runtime": 139.7762, "eval_samples_per_second": 34.648, "eval_steps_per_second": 4.336, "eval_wer": 1.064405336361056, "step": 1195 }, { "epoch": 3.28, "learning_rate": 2.6177285318559554e-05, "loss": 2.6687, "step": 1196 }, { "epoch": 3.28, "learning_rate": 2.613573407202216e-05, "loss": 2.6242, "step": 1197 }, { "epoch": 3.28, "learning_rate": 2.6094182825484764e-05, "loss": 2.659, "step": 1198 }, { "epoch": 3.28, "learning_rate": 2.605263157894737e-05, "loss": 2.6644, "step": 1199 }, { "epoch": 3.29, "learning_rate": 2.601108033240997e-05, "loss": 2.6302, "step": 1200 }, { "epoch": 3.29, "eval_loss": 2.5557799339294434, "eval_runtime": 141.0302, "eval_samples_per_second": 34.34, "eval_steps_per_second": 4.297, "eval_wer": 1.0679534487652569, "step": 1200 }, { "epoch": 3.29, "learning_rate": 2.5969529085872575e-05, "loss": 2.598, "step": 1201 }, { "epoch": 3.29, "learning_rate": 2.5927977839335176e-05, "loss": 2.6236, "step": 1202 }, { "epoch": 3.3, "learning_rate": 2.5886426592797785e-05, "loss": 2.6231, "step": 1203 }, { "epoch": 3.3, "learning_rate": 2.5844875346260386e-05, "loss": 2.5897, "step": 1204 }, { "epoch": 3.3, "learning_rate": 2.580332409972299e-05, "loss": 2.6139, "step": 1205 }, { "epoch": 3.3, "eval_loss": 2.5711026191711426, "eval_runtime": 140.275, "eval_samples_per_second": 34.525, "eval_steps_per_second": 4.32, "eval_wer": 1.056514334374113, "step": 1205 }, { "epoch": 3.3, "learning_rate": 2.5761772853185593e-05, "loss": 2.5854, "step": 1206 }, { "epoch": 3.31, "learning_rate": 2.5720221606648198e-05, "loss": 2.6024, "step": 1207 }, { "epoch": 3.31, "learning_rate": 2.56786703601108e-05, "loss": 2.5771, "step": 1208 }, { "epoch": 3.31, "learning_rate": 2.5637119113573407e-05, "loss": 2.616, "step": 1209 }, { "epoch": 3.31, "learning_rate": 2.559556786703601e-05, "loss": 2.5607, "step": 1210 }, { "epoch": 3.31, "eval_loss": 2.563533306121826, "eval_runtime": 140.7436, "eval_samples_per_second": 34.41, "eval_steps_per_second": 4.306, "eval_wer": 1.041527107578768, "step": 1210 }, { "epoch": 3.32, "learning_rate": 2.5554016620498614e-05, "loss": 2.545, "step": 1211 }, { "epoch": 3.32, "learning_rate": 2.5512465373961215e-05, "loss": 2.5622, "step": 1212 }, { "epoch": 3.32, "learning_rate": 2.5470914127423824e-05, "loss": 2.6103, "step": 1213 }, { "epoch": 3.33, "learning_rate": 2.5429362880886425e-05, "loss": 2.606, "step": 1214 }, { "epoch": 3.33, "learning_rate": 2.538781163434903e-05, "loss": 2.6535, "step": 1215 }, { "epoch": 3.33, "eval_loss": 2.5505189895629883, "eval_runtime": 139.3559, "eval_samples_per_second": 34.753, "eval_steps_per_second": 4.349, "eval_wer": 1.0612546125461255, "step": 1215 }, { "epoch": 3.33, "learning_rate": 2.534626038781163e-05, "loss": 2.6134, "step": 1216 }, { "epoch": 3.33, "learning_rate": 2.5304709141274236e-05, "loss": 2.6193, "step": 1217 }, { "epoch": 3.34, "learning_rate": 2.5263157894736838e-05, "loss": 2.6594, "step": 1218 }, { "epoch": 3.34, "learning_rate": 2.5221606648199446e-05, "loss": 2.6274, "step": 1219 }, { "epoch": 3.34, "learning_rate": 2.5180055401662048e-05, "loss": 2.6129, "step": 1220 }, { "epoch": 3.34, "eval_loss": 2.540283679962158, "eval_runtime": 152.2512, "eval_samples_per_second": 31.809, "eval_steps_per_second": 3.98, "eval_wer": 1.0723531081464661, "step": 1220 }, { "epoch": 3.34, "learning_rate": 2.5138504155124653e-05, "loss": 2.5915, "step": 1221 }, { "epoch": 3.35, "learning_rate": 2.5096952908587254e-05, "loss": 2.5009, "step": 1222 }, { "epoch": 3.35, "learning_rate": 2.505540166204986e-05, "loss": 2.5471, "step": 1223 }, { "epoch": 3.35, "learning_rate": 2.5013850415512464e-05, "loss": 2.5608, "step": 1224 }, { "epoch": 3.36, "learning_rate": 2.497229916897507e-05, "loss": 2.5157, "step": 1225 }, { "epoch": 3.36, "eval_loss": 2.5294299125671387, "eval_runtime": 157.5914, "eval_samples_per_second": 30.731, "eval_steps_per_second": 3.845, "eval_wer": 1.0584728924212319, "step": 1225 }, { "epoch": 3.36, "learning_rate": 2.493074792243767e-05, "loss": 2.5284, "step": 1226 }, { "epoch": 3.36, "learning_rate": 2.4889196675900275e-05, "loss": 2.5658, "step": 1227 }, { "epoch": 3.36, "learning_rate": 2.4847645429362877e-05, "loss": 2.6195, "step": 1228 }, { "epoch": 3.37, "learning_rate": 2.4806094182825485e-05, "loss": 2.5549, "step": 1229 }, { "epoch": 3.37, "learning_rate": 2.4764542936288087e-05, "loss": 2.551, "step": 1230 }, { "epoch": 3.37, "eval_loss": 2.524221181869507, "eval_runtime": 143.6048, "eval_samples_per_second": 33.725, "eval_steps_per_second": 4.22, "eval_wer": 1.1599489071813796, "step": 1230 }, { "epoch": 3.37, "learning_rate": 2.472299168975069e-05, "loss": 2.5739, "step": 1231 }, { "epoch": 3.37, "learning_rate": 2.4681440443213293e-05, "loss": 2.4905, "step": 1232 }, { "epoch": 3.38, "learning_rate": 2.4639889196675898e-05, "loss": 2.5197, "step": 1233 }, { "epoch": 3.38, "learning_rate": 2.45983379501385e-05, "loss": 2.5322, "step": 1234 }, { "epoch": 3.38, "learning_rate": 2.4556786703601108e-05, "loss": 2.5527, "step": 1235 }, { "epoch": 3.38, "eval_loss": 2.547403335571289, "eval_runtime": 140.1677, "eval_samples_per_second": 34.551, "eval_steps_per_second": 4.323, "eval_wer": 1.2326710190178825, "step": 1235 }, { "epoch": 3.39, "learning_rate": 2.451523545706371e-05, "loss": 2.4555, "step": 1236 }, { "epoch": 3.39, "learning_rate": 2.4473684210526314e-05, "loss": 2.4782, "step": 1237 }, { "epoch": 3.39, "learning_rate": 2.4432132963988916e-05, "loss": 2.53, "step": 1238 }, { "epoch": 3.39, "learning_rate": 2.4390581717451524e-05, "loss": 2.5533, "step": 1239 }, { "epoch": 3.4, "learning_rate": 2.4349030470914126e-05, "loss": 2.4964, "step": 1240 }, { "epoch": 3.4, "eval_loss": 2.5244102478027344, "eval_runtime": 156.6755, "eval_samples_per_second": 30.911, "eval_steps_per_second": 3.868, "eval_wer": 1.0856940107862616, "step": 1240 }, { "epoch": 3.4, "learning_rate": 2.430747922437673e-05, "loss": 2.586, "step": 1241 }, { "epoch": 3.4, "learning_rate": 2.4265927977839332e-05, "loss": 2.4998, "step": 1242 }, { "epoch": 3.4, "learning_rate": 2.4224376731301937e-05, "loss": 2.5844, "step": 1243 }, { "epoch": 3.41, "learning_rate": 2.418282548476454e-05, "loss": 2.5179, "step": 1244 }, { "epoch": 3.41, "learning_rate": 2.4141274238227147e-05, "loss": 2.5781, "step": 1245 }, { "epoch": 3.41, "eval_loss": 2.5298705101013184, "eval_runtime": 145.4438, "eval_samples_per_second": 33.298, "eval_steps_per_second": 4.167, "eval_wer": 1.0469770082316208, "step": 1245 }, { "epoch": 3.41, "learning_rate": 2.4099722991689748e-05, "loss": 2.6277, "step": 1246 }, { "epoch": 3.42, "learning_rate": 2.4058171745152353e-05, "loss": 2.6374, "step": 1247 }, { "epoch": 3.42, "learning_rate": 2.4016620498614955e-05, "loss": 2.6683, "step": 1248 }, { "epoch": 3.42, "learning_rate": 2.397506925207756e-05, "loss": 2.6298, "step": 1249 }, { "epoch": 3.42, "learning_rate": 2.3933518005540164e-05, "loss": 2.6143, "step": 1250 }, { "epoch": 3.42, "eval_loss": 2.5312798023223877, "eval_runtime": 141.132, "eval_samples_per_second": 34.315, "eval_steps_per_second": 4.294, "eval_wer": 1.0019301731478854, "step": 1250 }, { "epoch": 3.43, "learning_rate": 2.389196675900277e-05, "loss": 2.6277, "step": 1251 }, { "epoch": 3.43, "learning_rate": 2.385041551246537e-05, "loss": 2.6025, "step": 1252 }, { "epoch": 3.43, "learning_rate": 2.3808864265927976e-05, "loss": 2.6399, "step": 1253 }, { "epoch": 3.44, "learning_rate": 2.3767313019390577e-05, "loss": 2.6078, "step": 1254 }, { "epoch": 3.44, "learning_rate": 2.3725761772853186e-05, "loss": 2.6566, "step": 1255 }, { "epoch": 3.44, "eval_loss": 2.5431058406829834, "eval_runtime": 140.2683, "eval_samples_per_second": 34.527, "eval_steps_per_second": 4.32, "eval_wer": 1.048765256883338, "step": 1255 }, { "epoch": 3.44, "learning_rate": 2.3684210526315787e-05, "loss": 2.6106, "step": 1256 }, { "epoch": 3.44, "learning_rate": 2.3642659279778392e-05, "loss": 2.6295, "step": 1257 }, { "epoch": 3.45, "learning_rate": 2.3601108033240993e-05, "loss": 2.6731, "step": 1258 }, { "epoch": 3.45, "learning_rate": 2.35595567867036e-05, "loss": 2.5986, "step": 1259 }, { "epoch": 3.45, "learning_rate": 2.35180055401662e-05, "loss": 2.5373, "step": 1260 }, { "epoch": 3.45, "eval_loss": 2.528088331222534, "eval_runtime": 139.931, "eval_samples_per_second": 34.61, "eval_steps_per_second": 4.331, "eval_wer": 1.0901220550667046, "step": 1260 }, { "epoch": 3.45, "learning_rate": 2.3476454293628808e-05, "loss": 2.5876, "step": 1261 }, { "epoch": 3.46, "learning_rate": 2.343490304709141e-05, "loss": 2.602, "step": 1262 }, { "epoch": 3.46, "learning_rate": 2.3393351800554015e-05, "loss": 2.6114, "step": 1263 }, { "epoch": 3.46, "learning_rate": 2.3351800554016616e-05, "loss": 2.5745, "step": 1264 }, { "epoch": 3.47, "learning_rate": 2.3310249307479224e-05, "loss": 2.6597, "step": 1265 }, { "epoch": 3.47, "eval_loss": 2.5299735069274902, "eval_runtime": 139.3913, "eval_samples_per_second": 34.744, "eval_steps_per_second": 4.347, "eval_wer": 1.0609707635537893, "step": 1265 }, { "epoch": 3.47, "learning_rate": 2.3268698060941826e-05, "loss": 2.5861, "step": 1266 }, { "epoch": 3.47, "learning_rate": 2.322714681440443e-05, "loss": 2.5883, "step": 1267 }, { "epoch": 3.47, "learning_rate": 2.3185595567867032e-05, "loss": 2.5713, "step": 1268 }, { "epoch": 3.48, "learning_rate": 2.3144044321329637e-05, "loss": 2.5819, "step": 1269 }, { "epoch": 3.48, "learning_rate": 2.310249307479224e-05, "loss": 2.5457, "step": 1270 }, { "epoch": 3.48, "eval_loss": 2.5130109786987305, "eval_runtime": 143.3843, "eval_samples_per_second": 33.776, "eval_steps_per_second": 4.226, "eval_wer": 1.0419528810672722, "step": 1270 }, { "epoch": 3.48, "learning_rate": 2.3060941828254847e-05, "loss": 2.5728, "step": 1271 }, { "epoch": 3.48, "learning_rate": 2.301939058171745e-05, "loss": 2.5323, "step": 1272 }, { "epoch": 3.49, "learning_rate": 2.2977839335180053e-05, "loss": 2.5843, "step": 1273 }, { "epoch": 3.49, "learning_rate": 2.2936288088642655e-05, "loss": 2.5127, "step": 1274 }, { "epoch": 3.49, "learning_rate": 2.289473684210526e-05, "loss": 2.5632, "step": 1275 }, { "epoch": 3.49, "eval_loss": 2.530580520629883, "eval_runtime": 139.7498, "eval_samples_per_second": 34.655, "eval_steps_per_second": 4.336, "eval_wer": 1.141810956571104, "step": 1275 }, { "epoch": 3.5, "learning_rate": 2.2853185595567865e-05, "loss": 2.6214, "step": 1276 }, { "epoch": 3.5, "learning_rate": 2.281163434903047e-05, "loss": 2.5222, "step": 1277 }, { "epoch": 3.5, "learning_rate": 2.277008310249307e-05, "loss": 2.5339, "step": 1278 }, { "epoch": 3.5, "learning_rate": 2.2728531855955676e-05, "loss": 2.5666, "step": 1279 }, { "epoch": 3.51, "learning_rate": 2.2686980609418278e-05, "loss": 2.5267, "step": 1280 }, { "epoch": 3.51, "eval_loss": 2.502101182937622, "eval_runtime": 142.8366, "eval_samples_per_second": 33.906, "eval_steps_per_second": 4.243, "eval_wer": 1.0293499858075503, "step": 1280 }, { "epoch": 3.51, "learning_rate": 2.2645429362880886e-05, "loss": 2.55, "step": 1281 }, { "epoch": 3.51, "learning_rate": 2.2603878116343487e-05, "loss": 2.5833, "step": 1282 }, { "epoch": 3.51, "learning_rate": 2.2562326869806092e-05, "loss": 2.5213, "step": 1283 }, { "epoch": 3.52, "learning_rate": 2.2520775623268694e-05, "loss": 2.5311, "step": 1284 }, { "epoch": 3.52, "learning_rate": 2.24792243767313e-05, "loss": 2.507, "step": 1285 }, { "epoch": 3.52, "eval_loss": 2.5013275146484375, "eval_runtime": 141.6525, "eval_samples_per_second": 34.189, "eval_steps_per_second": 4.278, "eval_wer": 1.0196423502696565, "step": 1285 }, { "epoch": 3.52, "learning_rate": 2.24376731301939e-05, "loss": 2.4812, "step": 1286 }, { "epoch": 3.53, "learning_rate": 2.239612188365651e-05, "loss": 2.5609, "step": 1287 }, { "epoch": 3.53, "learning_rate": 2.235457063711911e-05, "loss": 2.5508, "step": 1288 }, { "epoch": 3.53, "learning_rate": 2.2313019390581715e-05, "loss": 2.532, "step": 1289 }, { "epoch": 3.53, "learning_rate": 2.2271468144044317e-05, "loss": 2.5713, "step": 1290 }, { "epoch": 3.53, "eval_loss": 2.4978487491607666, "eval_runtime": 148.1171, "eval_samples_per_second": 32.697, "eval_steps_per_second": 4.091, "eval_wer": 1.066420664206642, "step": 1290 }, { "epoch": 3.54, "learning_rate": 2.2229916897506925e-05, "loss": 2.5371, "step": 1291 }, { "epoch": 3.54, "learning_rate": 2.2188365650969526e-05, "loss": 2.6019, "step": 1292 }, { "epoch": 3.54, "learning_rate": 2.214681440443213e-05, "loss": 2.5275, "step": 1293 }, { "epoch": 3.54, "learning_rate": 2.2105263157894733e-05, "loss": 2.5739, "step": 1294 }, { "epoch": 3.55, "learning_rate": 2.2063711911357338e-05, "loss": 2.4783, "step": 1295 }, { "epoch": 3.55, "eval_loss": 2.4957897663116455, "eval_runtime": 141.4895, "eval_samples_per_second": 34.229, "eval_steps_per_second": 4.283, "eval_wer": 1.052966221969912, "step": 1295 }, { "epoch": 3.55, "learning_rate": 2.2022160664819946e-05, "loss": 2.6544, "step": 1296 }, { "epoch": 3.55, "learning_rate": 2.1980609418282547e-05, "loss": 2.6567, "step": 1297 }, { "epoch": 3.56, "learning_rate": 2.1939058171745152e-05, "loss": 2.6406, "step": 1298 }, { "epoch": 3.56, "learning_rate": 2.1897506925207754e-05, "loss": 2.6023, "step": 1299 }, { "epoch": 3.56, "learning_rate": 2.185595567867036e-05, "loss": 2.5874, "step": 1300 }, { "epoch": 3.56, "eval_loss": 2.4968109130859375, "eval_runtime": 139.379, "eval_samples_per_second": 34.747, "eval_steps_per_second": 4.348, "eval_wer": 1.0059040590405903, "step": 1300 }, { "epoch": 3.56, "learning_rate": 2.181440443213296e-05, "loss": 2.612, "step": 1301 }, { "epoch": 3.57, "learning_rate": 2.177285318559557e-05, "loss": 2.5328, "step": 1302 }, { "epoch": 3.57, "learning_rate": 2.173130193905817e-05, "loss": 2.5541, "step": 1303 }, { "epoch": 3.57, "learning_rate": 2.1689750692520775e-05, "loss": 2.5773, "step": 1304 }, { "epoch": 3.57, "learning_rate": 2.1648199445983377e-05, "loss": 2.5744, "step": 1305 }, { "epoch": 3.57, "eval_loss": 2.507821798324585, "eval_runtime": 141.4958, "eval_samples_per_second": 34.227, "eval_steps_per_second": 4.283, "eval_wer": 1.0286687482259438, "step": 1305 }, { "epoch": 3.58, "learning_rate": 2.1606648199445985e-05, "loss": 2.6139, "step": 1306 }, { "epoch": 3.58, "learning_rate": 2.1565096952908586e-05, "loss": 2.5506, "step": 1307 }, { "epoch": 3.58, "learning_rate": 2.152354570637119e-05, "loss": 2.6884, "step": 1308 }, { "epoch": 3.59, "learning_rate": 2.1481994459833793e-05, "loss": 2.599, "step": 1309 }, { "epoch": 3.59, "learning_rate": 2.1440443213296398e-05, "loss": 2.5701, "step": 1310 }, { "epoch": 3.59, "eval_loss": 2.4970922470092773, "eval_runtime": 139.9396, "eval_samples_per_second": 34.608, "eval_steps_per_second": 4.33, "eval_wer": 1.0365881351121204, "step": 1310 }, { "epoch": 3.59, "learning_rate": 2.1398891966759e-05, "loss": 2.547, "step": 1311 }, { "epoch": 3.59, "learning_rate": 2.1357340720221607e-05, "loss": 2.581, "step": 1312 }, { "epoch": 3.6, "learning_rate": 2.131578947368421e-05, "loss": 2.5355, "step": 1313 }, { "epoch": 3.6, "learning_rate": 2.1274238227146814e-05, "loss": 2.5744, "step": 1314 }, { "epoch": 3.6, "learning_rate": 2.1232686980609415e-05, "loss": 2.5366, "step": 1315 }, { "epoch": 3.6, "eval_loss": 2.489727258682251, "eval_runtime": 140.3326, "eval_samples_per_second": 34.511, "eval_steps_per_second": 4.318, "eval_wer": 1.019103037184218, "step": 1315 }, { "epoch": 3.6, "learning_rate": 2.119113573407202e-05, "loss": 2.5345, "step": 1316 }, { "epoch": 3.61, "learning_rate": 2.1149584487534625e-05, "loss": 2.5958, "step": 1317 }, { "epoch": 3.61, "learning_rate": 2.110803324099723e-05, "loss": 2.5088, "step": 1318 }, { "epoch": 3.61, "learning_rate": 2.106648199445983e-05, "loss": 2.5148, "step": 1319 }, { "epoch": 3.62, "learning_rate": 2.1024930747922437e-05, "loss": 2.5679, "step": 1320 }, { "epoch": 3.62, "eval_loss": 2.4830410480499268, "eval_runtime": 139.7073, "eval_samples_per_second": 34.665, "eval_steps_per_second": 4.338, "eval_wer": 1.0223105307976157, "step": 1320 }, { "epoch": 3.62, "learning_rate": 2.0983379501385038e-05, "loss": 2.5739, "step": 1321 }, { "epoch": 3.62, "learning_rate": 2.0941828254847646e-05, "loss": 2.5549, "step": 1322 }, { "epoch": 3.62, "learning_rate": 2.0900277008310248e-05, "loss": 2.5686, "step": 1323 }, { "epoch": 3.63, "learning_rate": 2.0858725761772853e-05, "loss": 2.5492, "step": 1324 }, { "epoch": 3.63, "learning_rate": 2.0817174515235454e-05, "loss": 2.5239, "step": 1325 }, { "epoch": 3.63, "eval_loss": 2.4832916259765625, "eval_runtime": 141.0566, "eval_samples_per_second": 34.334, "eval_steps_per_second": 4.296, "eval_wer": 1.0783990916832245, "step": 1325 }, { "epoch": 3.63, "learning_rate": 2.077562326869806e-05, "loss": 2.5057, "step": 1326 }, { "epoch": 3.63, "learning_rate": 2.073407202216066e-05, "loss": 2.5153, "step": 1327 }, { "epoch": 3.64, "learning_rate": 2.069252077562327e-05, "loss": 2.5305, "step": 1328 }, { "epoch": 3.64, "learning_rate": 2.065096952908587e-05, "loss": 2.5195, "step": 1329 }, { "epoch": 3.64, "learning_rate": 2.0609418282548475e-05, "loss": 2.5411, "step": 1330 }, { "epoch": 3.64, "eval_loss": 2.4850964546203613, "eval_runtime": 140.8565, "eval_samples_per_second": 34.383, "eval_steps_per_second": 4.302, "eval_wer": 1.1521998296906046, "step": 1330 }, { "epoch": 3.65, "learning_rate": 2.0567867036011077e-05, "loss": 2.5186, "step": 1331 }, { "epoch": 3.65, "learning_rate": 2.0526315789473685e-05, "loss": 2.5188, "step": 1332 }, { "epoch": 3.65, "learning_rate": 2.0484764542936287e-05, "loss": 2.47, "step": 1333 }, { "epoch": 3.65, "learning_rate": 2.044321329639889e-05, "loss": 2.5474, "step": 1334 }, { "epoch": 3.66, "learning_rate": 2.0401662049861493e-05, "loss": 2.5037, "step": 1335 }, { "epoch": 3.66, "eval_loss": 2.47922945022583, "eval_runtime": 145.8466, "eval_samples_per_second": 33.206, "eval_steps_per_second": 4.155, "eval_wer": 1.0928186204938972, "step": 1335 }, { "epoch": 3.66, "learning_rate": 2.0360110803324098e-05, "loss": 2.5169, "step": 1336 }, { "epoch": 3.66, "learning_rate": 2.03185595567867e-05, "loss": 2.545, "step": 1337 }, { "epoch": 3.66, "learning_rate": 2.0277008310249308e-05, "loss": 2.5419, "step": 1338 }, { "epoch": 3.67, "learning_rate": 2.023545706371191e-05, "loss": 2.5811, "step": 1339 }, { "epoch": 3.67, "learning_rate": 2.0193905817174514e-05, "loss": 2.5907, "step": 1340 }, { "epoch": 3.67, "eval_loss": 2.474959135055542, "eval_runtime": 139.5377, "eval_samples_per_second": 34.707, "eval_steps_per_second": 4.343, "eval_wer": 1.018677263695714, "step": 1340 }, { "epoch": 3.67, "learning_rate": 2.0152354570637116e-05, "loss": 2.5418, "step": 1341 }, { "epoch": 3.68, "learning_rate": 2.011080332409972e-05, "loss": 2.4793, "step": 1342 }, { "epoch": 3.68, "learning_rate": 2.0069252077562326e-05, "loss": 2.5392, "step": 1343 }, { "epoch": 3.68, "learning_rate": 2.002770083102493e-05, "loss": 2.5988, "step": 1344 }, { "epoch": 3.68, "learning_rate": 1.9986149584487532e-05, "loss": 2.5107, "step": 1345 }, { "epoch": 3.68, "eval_loss": 2.4805235862731934, "eval_runtime": 140.577, "eval_samples_per_second": 34.451, "eval_steps_per_second": 4.311, "eval_wer": 1.0872551802441102, "step": 1345 }, { "epoch": 3.69, "learning_rate": 1.9944598337950137e-05, "loss": 2.6263, "step": 1346 }, { "epoch": 3.69, "learning_rate": 1.990304709141274e-05, "loss": 2.6014, "step": 1347 }, { "epoch": 3.69, "learning_rate": 1.9861495844875347e-05, "loss": 2.6408, "step": 1348 }, { "epoch": 3.69, "learning_rate": 1.981994459833795e-05, "loss": 2.6359, "step": 1349 }, { "epoch": 3.7, "learning_rate": 1.9778393351800553e-05, "loss": 2.5908, "step": 1350 }, { "epoch": 3.7, "eval_loss": 2.475250720977783, "eval_runtime": 160.4663, "eval_samples_per_second": 30.181, "eval_steps_per_second": 3.776, "eval_wer": 1.0097927902355948, "step": 1350 }, { "epoch": 3.7, "learning_rate": 1.9736842105263155e-05, "loss": 2.6107, "step": 1351 }, { "epoch": 3.7, "learning_rate": 1.969529085872576e-05, "loss": 2.5853, "step": 1352 }, { "epoch": 3.71, "learning_rate": 1.965373961218836e-05, "loss": 2.5924, "step": 1353 }, { "epoch": 3.71, "learning_rate": 1.961218836565097e-05, "loss": 2.6257, "step": 1354 }, { "epoch": 3.71, "learning_rate": 1.957063711911357e-05, "loss": 2.6274, "step": 1355 }, { "epoch": 3.71, "eval_loss": 2.476541042327881, "eval_runtime": 152.0314, "eval_samples_per_second": 31.855, "eval_steps_per_second": 3.986, "eval_wer": 1.0045415838773772, "step": 1355 }, { "epoch": 3.71, "learning_rate": 1.9529085872576176e-05, "loss": 2.5623, "step": 1356 }, { "epoch": 3.72, "learning_rate": 1.9487534626038777e-05, "loss": 2.5641, "step": 1357 }, { "epoch": 3.72, "learning_rate": 1.9445983379501386e-05, "loss": 2.5586, "step": 1358 }, { "epoch": 3.72, "learning_rate": 1.9404432132963987e-05, "loss": 2.5546, "step": 1359 }, { "epoch": 3.73, "learning_rate": 1.9362880886426592e-05, "loss": 2.5708, "step": 1360 }, { "epoch": 3.73, "eval_loss": 2.45967698097229, "eval_runtime": 157.4234, "eval_samples_per_second": 30.764, "eval_steps_per_second": 3.849, "eval_wer": 1.045586148169174, "step": 1360 }, { "epoch": 3.73, "learning_rate": 1.9321329639889194e-05, "loss": 2.5934, "step": 1361 }, { "epoch": 3.73, "learning_rate": 1.92797783933518e-05, "loss": 2.5776, "step": 1362 }, { "epoch": 3.73, "learning_rate": 1.92382271468144e-05, "loss": 2.5552, "step": 1363 }, { "epoch": 3.74, "learning_rate": 1.919667590027701e-05, "loss": 2.4912, "step": 1364 }, { "epoch": 3.74, "learning_rate": 1.915512465373961e-05, "loss": 2.6039, "step": 1365 }, { "epoch": 3.74, "eval_loss": 2.4503345489501953, "eval_runtime": 141.5529, "eval_samples_per_second": 34.213, "eval_steps_per_second": 4.281, "eval_wer": 1.048481407891002, "step": 1365 }, { "epoch": 3.74, "learning_rate": 1.9113573407202215e-05, "loss": 2.5709, "step": 1366 }, { "epoch": 3.74, "learning_rate": 1.9072022160664816e-05, "loss": 2.4991, "step": 1367 }, { "epoch": 3.75, "learning_rate": 1.903047091412742e-05, "loss": 2.5346, "step": 1368 }, { "epoch": 3.75, "learning_rate": 1.8988919667590026e-05, "loss": 2.6553, "step": 1369 }, { "epoch": 3.75, "learning_rate": 1.894736842105263e-05, "loss": 2.5305, "step": 1370 }, { "epoch": 3.75, "eval_loss": 2.4438858032226562, "eval_runtime": 140.8099, "eval_samples_per_second": 34.394, "eval_steps_per_second": 4.304, "eval_wer": 1.0125745103604882, "step": 1370 }, { "epoch": 3.76, "learning_rate": 1.8905817174515233e-05, "loss": 2.4997, "step": 1371 }, { "epoch": 3.76, "learning_rate": 1.8864265927977837e-05, "loss": 2.5448, "step": 1372 }, { "epoch": 3.76, "learning_rate": 1.882271468144044e-05, "loss": 2.5074, "step": 1373 }, { "epoch": 3.76, "learning_rate": 1.8781163434903047e-05, "loss": 2.4434, "step": 1374 }, { "epoch": 3.77, "learning_rate": 1.873961218836565e-05, "loss": 2.4878, "step": 1375 }, { "epoch": 3.77, "eval_loss": 2.4406561851501465, "eval_runtime": 141.5104, "eval_samples_per_second": 34.224, "eval_steps_per_second": 4.282, "eval_wer": 1.01620777746239, "step": 1375 }, { "epoch": 3.77, "learning_rate": 1.8698060941828254e-05, "loss": 2.5243, "step": 1376 }, { "epoch": 3.77, "learning_rate": 1.865650969529086e-05, "loss": 2.4966, "step": 1377 }, { "epoch": 3.77, "learning_rate": 1.861495844875346e-05, "loss": 2.4777, "step": 1378 }, { "epoch": 3.78, "learning_rate": 1.8573407202216065e-05, "loss": 2.5574, "step": 1379 }, { "epoch": 3.78, "learning_rate": 1.853185595567867e-05, "loss": 2.5055, "step": 1380 }, { "epoch": 3.78, "eval_loss": 2.4420855045318604, "eval_runtime": 141.4709, "eval_samples_per_second": 34.233, "eval_steps_per_second": 4.284, "eval_wer": 1.0605449900652852, "step": 1380 }, { "epoch": 3.78, "learning_rate": 1.849030470914127e-05, "loss": 2.6108, "step": 1381 }, { "epoch": 3.79, "learning_rate": 1.8448753462603876e-05, "loss": 2.5129, "step": 1382 }, { "epoch": 3.79, "learning_rate": 1.840720221606648e-05, "loss": 2.5103, "step": 1383 }, { "epoch": 3.79, "learning_rate": 1.8365650969529086e-05, "loss": 2.5454, "step": 1384 }, { "epoch": 3.79, "learning_rate": 1.8324099722991688e-05, "loss": 2.5249, "step": 1385 }, { "epoch": 3.79, "eval_loss": 2.449862003326416, "eval_runtime": 142.3281, "eval_samples_per_second": 34.027, "eval_steps_per_second": 4.258, "eval_wer": 1.1162929321600907, "step": 1385 }, { "epoch": 3.8, "learning_rate": 1.8282548476454293e-05, "loss": 2.5665, "step": 1386 }, { "epoch": 3.8, "learning_rate": 1.8240997229916897e-05, "loss": 2.5636, "step": 1387 }, { "epoch": 3.8, "learning_rate": 1.81994459833795e-05, "loss": 2.5557, "step": 1388 }, { "epoch": 3.8, "learning_rate": 1.8157894736842104e-05, "loss": 2.5131, "step": 1389 }, { "epoch": 3.81, "learning_rate": 1.811634349030471e-05, "loss": 2.5508, "step": 1390 }, { "epoch": 3.81, "eval_loss": 2.4653842449188232, "eval_runtime": 144.7652, "eval_samples_per_second": 33.454, "eval_steps_per_second": 4.186, "eval_wer": 1.1471757025262561, "step": 1390 }, { "epoch": 3.81, "learning_rate": 1.807479224376731e-05, "loss": 2.5625, "step": 1391 }, { "epoch": 3.81, "learning_rate": 1.8033240997229915e-05, "loss": 2.6128, "step": 1392 }, { "epoch": 3.82, "learning_rate": 1.799168975069252e-05, "loss": 2.5363, "step": 1393 }, { "epoch": 3.82, "learning_rate": 1.795013850415512e-05, "loss": 2.5673, "step": 1394 }, { "epoch": 3.82, "learning_rate": 1.7908587257617727e-05, "loss": 2.5827, "step": 1395 }, { "epoch": 3.82, "eval_loss": 2.4509823322296143, "eval_runtime": 139.7662, "eval_samples_per_second": 34.651, "eval_steps_per_second": 4.336, "eval_wer": 1.056145330684076, "step": 1395 }, { "epoch": 3.82, "learning_rate": 1.786703601108033e-05, "loss": 2.6625, "step": 1396 }, { "epoch": 3.83, "learning_rate": 1.7825484764542936e-05, "loss": 2.6369, "step": 1397 }, { "epoch": 3.83, "learning_rate": 1.7783933518005538e-05, "loss": 2.6523, "step": 1398 }, { "epoch": 3.83, "learning_rate": 1.7742382271468143e-05, "loss": 2.6161, "step": 1399 }, { "epoch": 3.83, "learning_rate": 1.7700831024930748e-05, "loss": 2.6148, "step": 1400 }, { "epoch": 3.83, "eval_loss": 2.4495983123779297, "eval_runtime": 156.7735, "eval_samples_per_second": 30.892, "eval_steps_per_second": 3.865, "eval_wer": 0.9997729208061311, "step": 1400 }, { "epoch": 3.84, "learning_rate": 1.765927977839335e-05, "loss": 2.5951, "step": 1401 }, { "epoch": 3.84, "learning_rate": 1.7617728531855954e-05, "loss": 2.6617, "step": 1402 }, { "epoch": 3.84, "learning_rate": 1.757617728531856e-05, "loss": 2.5516, "step": 1403 }, { "epoch": 3.85, "learning_rate": 1.753462603878116e-05, "loss": 2.6057, "step": 1404 }, { "epoch": 3.85, "learning_rate": 1.7493074792243765e-05, "loss": 2.5763, "step": 1405 }, { "epoch": 3.85, "eval_loss": 2.44173002243042, "eval_runtime": 145.2665, "eval_samples_per_second": 33.339, "eval_steps_per_second": 4.172, "eval_wer": 1.0066988362191314, "step": 1405 }, { "epoch": 3.85, "learning_rate": 1.745152354570637e-05, "loss": 2.5929, "step": 1406 }, { "epoch": 3.85, "learning_rate": 1.7409972299168972e-05, "loss": 2.5835, "step": 1407 }, { "epoch": 3.86, "learning_rate": 1.7368421052631577e-05, "loss": 2.6092, "step": 1408 }, { "epoch": 3.86, "learning_rate": 1.732686980609418e-05, "loss": 2.5397, "step": 1409 }, { "epoch": 3.86, "learning_rate": 1.7285318559556787e-05, "loss": 2.6077, "step": 1410 }, { "epoch": 3.86, "eval_loss": 2.4457879066467285, "eval_runtime": 148.7387, "eval_samples_per_second": 32.56, "eval_steps_per_second": 4.074, "eval_wer": 1.0682089128583594, "step": 1410 }, { "epoch": 3.86, "learning_rate": 1.7243767313019388e-05, "loss": 2.6019, "step": 1411 }, { "epoch": 3.87, "learning_rate": 1.7202216066481993e-05, "loss": 2.579, "step": 1412 }, { "epoch": 3.87, "learning_rate": 1.7202216066481993e-05, "loss": 2.5071, "step": 1413 }, { "epoch": 3.87, "learning_rate": 1.7160664819944598e-05, "loss": 2.5964, "step": 1414 }, { "epoch": 3.88, "learning_rate": 1.71191135734072e-05, "loss": 2.5388, "step": 1415 }, { "epoch": 3.88, "eval_loss": 2.4352152347564697, "eval_runtime": 140.2204, "eval_samples_per_second": 34.538, "eval_steps_per_second": 4.322, "eval_wer": 1.0820323587851264, "step": 1415 }, { "epoch": 3.88, "learning_rate": 1.7077562326869804e-05, "loss": 2.6199, "step": 1416 }, { "epoch": 3.88, "learning_rate": 1.703601108033241e-05, "loss": 2.5453, "step": 1417 }, { "epoch": 3.88, "learning_rate": 1.699445983379501e-05, "loss": 2.5166, "step": 1418 }, { "epoch": 3.89, "learning_rate": 1.6952908587257616e-05, "loss": 2.5409, "step": 1419 }, { "epoch": 3.89, "learning_rate": 1.691135734072022e-05, "loss": 2.5235, "step": 1420 }, { "epoch": 3.89, "eval_loss": 2.4277079105377197, "eval_runtime": 140.7652, "eval_samples_per_second": 34.405, "eval_steps_per_second": 4.305, "eval_wer": 1.078370706783991, "step": 1420 }, { "epoch": 3.89, "learning_rate": 1.6869806094182822e-05, "loss": 2.5293, "step": 1421 }, { "epoch": 3.89, "learning_rate": 1.6828254847645427e-05, "loss": 2.564, "step": 1422 }, { "epoch": 3.9, "learning_rate": 1.6786703601108032e-05, "loss": 2.5232, "step": 1423 }, { "epoch": 3.9, "learning_rate": 1.6745152354570637e-05, "loss": 2.5388, "step": 1424 }, { "epoch": 3.9, "learning_rate": 1.6703601108033238e-05, "loss": 2.4996, "step": 1425 }, { "epoch": 3.9, "eval_loss": 2.4244942665100098, "eval_runtime": 139.4701, "eval_samples_per_second": 34.724, "eval_steps_per_second": 4.345, "eval_wer": 1.0671302866874823, "step": 1425 }, { "epoch": 3.91, "learning_rate": 1.6662049861495843e-05, "loss": 2.5179, "step": 1426 }, { "epoch": 3.91, "learning_rate": 1.6620498614958448e-05, "loss": 2.4875, "step": 1427 }, { "epoch": 3.91, "learning_rate": 1.657894736842105e-05, "loss": 2.5264, "step": 1428 }, { "epoch": 3.91, "learning_rate": 1.6537396121883654e-05, "loss": 2.5416, "step": 1429 }, { "epoch": 3.92, "learning_rate": 1.649584487534626e-05, "loss": 2.5601, "step": 1430 }, { "epoch": 3.92, "eval_loss": 2.4201695919036865, "eval_runtime": 139.5554, "eval_samples_per_second": 34.703, "eval_steps_per_second": 4.342, "eval_wer": 1.0650298041441952, "step": 1430 }, { "epoch": 3.92, "learning_rate": 1.645429362880886e-05, "loss": 2.465, "step": 1431 }, { "epoch": 3.92, "learning_rate": 1.6412742382271466e-05, "loss": 2.5486, "step": 1432 }, { "epoch": 3.92, "learning_rate": 1.637119113573407e-05, "loss": 2.6054, "step": 1433 }, { "epoch": 3.93, "learning_rate": 1.6329639889196672e-05, "loss": 2.4953, "step": 1434 }, { "epoch": 3.93, "learning_rate": 1.6288088642659277e-05, "loss": 2.5805, "step": 1435 }, { "epoch": 3.93, "eval_loss": 2.4199044704437256, "eval_runtime": 144.5086, "eval_samples_per_second": 33.514, "eval_steps_per_second": 4.194, "eval_wer": 1.0530229917683793, "step": 1435 }, { "epoch": 3.93, "learning_rate": 1.6246537396121882e-05, "loss": 2.5311, "step": 1436 }, { "epoch": 3.94, "learning_rate": 1.6204986149584487e-05, "loss": 2.5084, "step": 1437 }, { "epoch": 3.94, "learning_rate": 1.616343490304709e-05, "loss": 2.505, "step": 1438 }, { "epoch": 3.94, "learning_rate": 1.6121883656509693e-05, "loss": 2.4964, "step": 1439 }, { "epoch": 3.94, "learning_rate": 1.6080332409972298e-05, "loss": 2.5841, "step": 1440 }, { "epoch": 3.94, "eval_loss": 2.4227607250213623, "eval_runtime": 159.6123, "eval_samples_per_second": 30.342, "eval_steps_per_second": 3.797, "eval_wer": 1.079733181947204, "step": 1440 }, { "epoch": 3.95, "learning_rate": 1.60387811634349e-05, "loss": 2.5065, "step": 1441 }, { "epoch": 3.95, "learning_rate": 1.5997229916897505e-05, "loss": 2.5736, "step": 1442 }, { "epoch": 3.95, "learning_rate": 1.595567867036011e-05, "loss": 2.5266, "step": 1443 }, { "epoch": 3.95, "learning_rate": 1.591412742382271e-05, "loss": 2.5491, "step": 1444 }, { "epoch": 3.96, "learning_rate": 1.5872576177285316e-05, "loss": 2.4877, "step": 1445 }, { "epoch": 3.96, "eval_loss": 2.4284441471099854, "eval_runtime": 150.4761, "eval_samples_per_second": 32.185, "eval_steps_per_second": 4.027, "eval_wer": 1.115923928470054, "step": 1445 }, { "epoch": 3.96, "learning_rate": 1.583102493074792e-05, "loss": 2.5998, "step": 1446 }, { "epoch": 3.96, "learning_rate": 1.5789473684210522e-05, "loss": 2.6028, "step": 1447 }, { "epoch": 3.97, "learning_rate": 1.5747922437673127e-05, "loss": 2.5767, "step": 1448 }, { "epoch": 3.97, "learning_rate": 1.5706371191135732e-05, "loss": 2.5556, "step": 1449 }, { "epoch": 3.97, "learning_rate": 1.5664819944598337e-05, "loss": 2.5542, "step": 1450 }, { "epoch": 3.97, "eval_loss": 2.4189741611480713, "eval_runtime": 141.4662, "eval_samples_per_second": 34.234, "eval_steps_per_second": 4.284, "eval_wer": 1.057451036048822, "step": 1450 }, { "epoch": 3.97, "learning_rate": 1.562326869806094e-05, "loss": 2.5359, "step": 1451 }, { "epoch": 3.98, "learning_rate": 1.5581717451523544e-05, "loss": 2.5129, "step": 1452 }, { "epoch": 3.98, "learning_rate": 1.554016620498615e-05, "loss": 2.555, "step": 1453 }, { "epoch": 3.98, "learning_rate": 1.549861495844875e-05, "loss": 2.4999, "step": 1454 }, { "epoch": 3.98, "learning_rate": 1.5457063711911355e-05, "loss": 2.5961, "step": 1455 }, { "epoch": 3.98, "eval_loss": 2.416226625442505, "eval_runtime": 139.8778, "eval_samples_per_second": 34.623, "eval_steps_per_second": 4.332, "eval_wer": 1.0675844450752199, "step": 1455 }, { "epoch": 3.99, "learning_rate": 1.541551246537396e-05, "loss": 2.4591, "step": 1456 }, { "epoch": 3.99, "learning_rate": 1.5373961218836565e-05, "loss": 2.5745, "step": 1457 }, { "epoch": 3.99, "learning_rate": 1.533240997229917e-05, "loss": 2.5951, "step": 1458 }, { "epoch": 4.0, "learning_rate": 1.529085872576177e-05, "loss": 2.5031, "step": 1459 }, { "epoch": 4.0, "learning_rate": 1.5249307479224376e-05, "loss": 2.495, "step": 1460 }, { "epoch": 4.0, "eval_loss": 2.4164938926696777, "eval_runtime": 140.4955, "eval_samples_per_second": 34.471, "eval_steps_per_second": 4.313, "eval_wer": 1.0820891285835936, "step": 1460 }, { "epoch": 4.0, "learning_rate": 1.5207756232686981e-05, "loss": 3.9209, "step": 1461 }, { "epoch": 4.01, "learning_rate": 1.5166204986149584e-05, "loss": 2.623, "step": 1462 }, { "epoch": 4.01, "learning_rate": 1.5124653739612187e-05, "loss": 2.5774, "step": 1463 }, { "epoch": 4.01, "learning_rate": 1.5083102493074792e-05, "loss": 2.585, "step": 1464 }, { "epoch": 4.01, "learning_rate": 1.5041551246537395e-05, "loss": 2.6157, "step": 1465 }, { "epoch": 4.01, "eval_loss": 2.4118785858154297, "eval_runtime": 139.8842, "eval_samples_per_second": 34.621, "eval_steps_per_second": 4.332, "eval_wer": 1.0116661935850129, "step": 1465 }, { "epoch": 4.02, "learning_rate": 1.4999999999999999e-05, "loss": 2.5665, "step": 1466 }, { "epoch": 4.02, "learning_rate": 1.4958448753462604e-05, "loss": 2.5997, "step": 1467 }, { "epoch": 4.02, "learning_rate": 1.4916897506925207e-05, "loss": 2.5887, "step": 1468 }, { "epoch": 4.02, "learning_rate": 1.4875346260387812e-05, "loss": 2.5462, "step": 1469 }, { "epoch": 4.03, "learning_rate": 1.4833795013850415e-05, "loss": 2.5415, "step": 1470 }, { "epoch": 4.03, "eval_loss": 2.4089488983154297, "eval_runtime": 142.6522, "eval_samples_per_second": 33.95, "eval_steps_per_second": 4.248, "eval_wer": 1.0110417258018733, "step": 1470 }, { "epoch": 4.03, "learning_rate": 1.4792243767313018e-05, "loss": 2.5649, "step": 1471 }, { "epoch": 4.03, "learning_rate": 1.4750692520775623e-05, "loss": 2.5501, "step": 1472 }, { "epoch": 4.04, "learning_rate": 1.4709141274238226e-05, "loss": 2.4939, "step": 1473 }, { "epoch": 4.04, "learning_rate": 1.4667590027700831e-05, "loss": 2.533, "step": 1474 }, { "epoch": 4.04, "learning_rate": 1.4626038781163434e-05, "loss": 2.4916, "step": 1475 }, { "epoch": 4.04, "eval_loss": 2.4032280445098877, "eval_runtime": 142.8548, "eval_samples_per_second": 33.902, "eval_steps_per_second": 4.242, "eval_wer": 1.049787113255748, "step": 1475 }, { "epoch": 4.04, "learning_rate": 1.4584487534626038e-05, "loss": 2.521, "step": 1476 }, { "epoch": 4.05, "learning_rate": 1.4542936288088642e-05, "loss": 2.5257, "step": 1477 }, { "epoch": 4.05, "learning_rate": 1.4501385041551246e-05, "loss": 2.5064, "step": 1478 }, { "epoch": 4.05, "learning_rate": 1.4459833795013849e-05, "loss": 2.5356, "step": 1479 }, { "epoch": 4.05, "learning_rate": 1.4418282548476454e-05, "loss": 2.5445, "step": 1480 }, { "epoch": 4.05, "eval_loss": 2.3997323513031006, "eval_runtime": 141.29, "eval_samples_per_second": 34.277, "eval_steps_per_second": 4.289, "eval_wer": 1.0429463525404485, "step": 1480 }, { "epoch": 4.06, "learning_rate": 1.4376731301939057e-05, "loss": 2.5841, "step": 1481 }, { "epoch": 4.06, "learning_rate": 1.4335180055401662e-05, "loss": 2.6174, "step": 1482 }, { "epoch": 4.06, "learning_rate": 1.4293628808864265e-05, "loss": 2.486, "step": 1483 }, { "epoch": 4.07, "learning_rate": 1.4252077562326868e-05, "loss": 2.6067, "step": 1484 }, { "epoch": 4.07, "learning_rate": 1.4210526315789473e-05, "loss": 2.4941, "step": 1485 }, { "epoch": 4.07, "eval_loss": 2.4007747173309326, "eval_runtime": 149.6997, "eval_samples_per_second": 32.351, "eval_steps_per_second": 4.048, "eval_wer": 1.0140789100198695, "step": 1485 }, { "epoch": 4.07, "learning_rate": 1.4168975069252076e-05, "loss": 2.5266, "step": 1486 }, { "epoch": 4.07, "learning_rate": 1.4127423822714681e-05, "loss": 2.4845, "step": 1487 }, { "epoch": 4.08, "learning_rate": 1.4085872576177285e-05, "loss": 2.5147, "step": 1488 }, { "epoch": 4.08, "learning_rate": 1.4044321329639888e-05, "loss": 2.5391, "step": 1489 }, { "epoch": 4.08, "learning_rate": 1.4002770083102493e-05, "loss": 2.5113, "step": 1490 }, { "epoch": 4.08, "eval_loss": 2.397458553314209, "eval_runtime": 140.4549, "eval_samples_per_second": 34.481, "eval_steps_per_second": 4.315, "eval_wer": 1.0357082032358784, "step": 1490 }, { "epoch": 4.08, "learning_rate": 1.3961218836565096e-05, "loss": 2.4974, "step": 1491 }, { "epoch": 4.09, "learning_rate": 1.3919667590027699e-05, "loss": 2.5029, "step": 1492 }, { "epoch": 4.09, "learning_rate": 1.3878116343490304e-05, "loss": 2.5135, "step": 1493 }, { "epoch": 4.09, "learning_rate": 1.3836565096952907e-05, "loss": 2.485, "step": 1494 }, { "epoch": 4.1, "learning_rate": 1.3795013850415512e-05, "loss": 2.4707, "step": 1495 }, { "epoch": 4.1, "eval_loss": 2.3937840461730957, "eval_runtime": 140.9908, "eval_samples_per_second": 34.35, "eval_steps_per_second": 4.298, "eval_wer": 1.0288390576213455, "step": 1495 }, { "epoch": 4.1, "learning_rate": 1.3753462603878115e-05, "loss": 2.4739, "step": 1496 }, { "epoch": 4.1, "learning_rate": 1.3711911357340719e-05, "loss": 2.5664, "step": 1497 }, { "epoch": 4.1, "learning_rate": 1.3670360110803323e-05, "loss": 2.4567, "step": 1498 }, { "epoch": 4.11, "learning_rate": 1.3628808864265927e-05, "loss": 2.4789, "step": 1499 }, { "epoch": 4.11, "learning_rate": 1.3587257617728532e-05, "loss": 2.4952, "step": 1500 }, { "epoch": 4.11, "eval_loss": 2.3910233974456787, "eval_runtime": 143.266, "eval_samples_per_second": 33.804, "eval_steps_per_second": 4.23, "eval_wer": 1.0299744535906898, "step": 1500 }, { "epoch": 4.11, "learning_rate": 1.3545706371191135e-05, "loss": 2.4834, "step": 1501 }, { "epoch": 4.11, "learning_rate": 1.3504155124653738e-05, "loss": 2.4824, "step": 1502 }, { "epoch": 4.12, "learning_rate": 1.3462603878116343e-05, "loss": 2.4848, "step": 1503 }, { "epoch": 4.12, "learning_rate": 1.3421052631578946e-05, "loss": 2.5534, "step": 1504 }, { "epoch": 4.12, "learning_rate": 1.337950138504155e-05, "loss": 2.5017, "step": 1505 }, { "epoch": 4.12, "eval_loss": 2.386096477508545, "eval_runtime": 146.5274, "eval_samples_per_second": 33.052, "eval_steps_per_second": 4.136, "eval_wer": 1.0812943514050526, "step": 1505 }, { "epoch": 4.13, "learning_rate": 1.3337950138504154e-05, "loss": 2.527, "step": 1506 }, { "epoch": 4.13, "learning_rate": 1.3296398891966757e-05, "loss": 2.5528, "step": 1507 }, { "epoch": 4.13, "learning_rate": 1.3254847645429362e-05, "loss": 2.4482, "step": 1508 }, { "epoch": 4.13, "learning_rate": 1.3213296398891966e-05, "loss": 2.5257, "step": 1509 }, { "epoch": 4.14, "learning_rate": 1.3171745152354569e-05, "loss": 2.5566, "step": 1510 }, { "epoch": 4.14, "eval_loss": 2.391861915588379, "eval_runtime": 140.1338, "eval_samples_per_second": 34.56, "eval_steps_per_second": 4.324, "eval_wer": 1.108174850979279, "step": 1510 }, { "epoch": 4.14, "learning_rate": 1.3130193905817174e-05, "loss": 2.589, "step": 1511 }, { "epoch": 4.14, "learning_rate": 1.3088642659279777e-05, "loss": 2.6453, "step": 1512 }, { "epoch": 4.15, "learning_rate": 1.3047091412742382e-05, "loss": 2.6068, "step": 1513 }, { "epoch": 4.15, "learning_rate": 1.3005540166204985e-05, "loss": 2.5793, "step": 1514 }, { "epoch": 4.15, "learning_rate": 1.2963988919667588e-05, "loss": 2.5754, "step": 1515 }, { "epoch": 4.15, "eval_loss": 2.3946664333343506, "eval_runtime": 159.2413, "eval_samples_per_second": 30.413, "eval_steps_per_second": 3.806, "eval_wer": 1.007380073800738, "step": 1515 }, { "epoch": 4.15, "learning_rate": 1.2922437673130193e-05, "loss": 2.5381, "step": 1516 }, { "epoch": 4.16, "learning_rate": 1.2880886426592796e-05, "loss": 2.534, "step": 1517 }, { "epoch": 4.16, "learning_rate": 1.28393351800554e-05, "loss": 2.5971, "step": 1518 }, { "epoch": 4.16, "learning_rate": 1.2797783933518004e-05, "loss": 2.5409, "step": 1519 }, { "epoch": 4.16, "learning_rate": 1.2756232686980608e-05, "loss": 2.6138, "step": 1520 }, { "epoch": 4.16, "eval_loss": 2.4039783477783203, "eval_runtime": 158.3691, "eval_samples_per_second": 30.58, "eval_steps_per_second": 3.827, "eval_wer": 0.9989213738291229, "step": 1520 }, { "epoch": 4.17, "learning_rate": 1.2714681440443213e-05, "loss": 2.575, "step": 1521 }, { "epoch": 4.17, "learning_rate": 1.2673130193905816e-05, "loss": 2.5858, "step": 1522 }, { "epoch": 4.17, "learning_rate": 1.2631578947368419e-05, "loss": 2.5557, "step": 1523 }, { "epoch": 4.18, "learning_rate": 1.2590027700831024e-05, "loss": 2.579, "step": 1524 }, { "epoch": 4.18, "learning_rate": 1.2548476454293627e-05, "loss": 2.5024, "step": 1525 }, { "epoch": 4.18, "eval_loss": 2.394920825958252, "eval_runtime": 146.2577, "eval_samples_per_second": 33.113, "eval_steps_per_second": 4.143, "eval_wer": 1.0038603462957707, "step": 1525 }, { "epoch": 4.18, "learning_rate": 1.2506925207756232e-05, "loss": 2.5674, "step": 1526 }, { "epoch": 4.18, "learning_rate": 1.2465373961218835e-05, "loss": 2.4979, "step": 1527 }, { "epoch": 4.19, "learning_rate": 1.2423822714681438e-05, "loss": 2.5494, "step": 1528 }, { "epoch": 4.19, "learning_rate": 1.2382271468144043e-05, "loss": 2.6069, "step": 1529 }, { "epoch": 4.19, "learning_rate": 1.2340720221606647e-05, "loss": 2.5136, "step": 1530 }, { "epoch": 4.19, "eval_loss": 2.399284839630127, "eval_runtime": 145.446, "eval_samples_per_second": 33.298, "eval_steps_per_second": 4.166, "eval_wer": 1.04964518875958, "step": 1530 }, { "epoch": 4.19, "learning_rate": 1.229916897506925e-05, "loss": 2.5401, "step": 1531 }, { "epoch": 4.2, "learning_rate": 1.2257617728531855e-05, "loss": 2.5613, "step": 1532 }, { "epoch": 4.2, "learning_rate": 1.2216066481994458e-05, "loss": 2.5148, "step": 1533 }, { "epoch": 4.2, "learning_rate": 1.2174515235457063e-05, "loss": 2.5706, "step": 1534 }, { "epoch": 4.21, "learning_rate": 1.2132963988919666e-05, "loss": 2.5646, "step": 1535 }, { "epoch": 4.21, "eval_loss": 2.3980846405029297, "eval_runtime": 141.3145, "eval_samples_per_second": 34.271, "eval_steps_per_second": 4.288, "eval_wer": 1.072864036332671, "step": 1535 }, { "epoch": 4.21, "learning_rate": 1.209141274238227e-05, "loss": 2.5162, "step": 1536 }, { "epoch": 4.21, "learning_rate": 1.2049861495844874e-05, "loss": 2.5069, "step": 1537 }, { "epoch": 4.21, "learning_rate": 1.2008310249307477e-05, "loss": 2.4451, "step": 1538 }, { "epoch": 4.22, "learning_rate": 1.1966759002770082e-05, "loss": 2.5444, "step": 1539 }, { "epoch": 4.22, "learning_rate": 1.1925207756232685e-05, "loss": 2.4556, "step": 1540 }, { "epoch": 4.22, "eval_loss": 2.395197868347168, "eval_runtime": 141.3826, "eval_samples_per_second": 34.255, "eval_steps_per_second": 4.286, "eval_wer": 1.0494464944649446, "step": 1540 }, { "epoch": 4.22, "learning_rate": 1.1883656509695289e-05, "loss": 2.5325, "step": 1541 }, { "epoch": 4.22, "learning_rate": 1.1842105263157894e-05, "loss": 2.4633, "step": 1542 }, { "epoch": 4.23, "learning_rate": 1.1800554016620497e-05, "loss": 2.497, "step": 1543 }, { "epoch": 4.23, "learning_rate": 1.17590027700831e-05, "loss": 2.5419, "step": 1544 }, { "epoch": 4.23, "learning_rate": 1.1717451523545705e-05, "loss": 2.5774, "step": 1545 }, { "epoch": 4.23, "eval_loss": 2.392441511154175, "eval_runtime": 141.9107, "eval_samples_per_second": 34.127, "eval_steps_per_second": 4.27, "eval_wer": 1.034516037468067, "step": 1545 }, { "epoch": 4.24, "learning_rate": 1.1675900277008308e-05, "loss": 2.5979, "step": 1546 }, { "epoch": 4.24, "learning_rate": 1.1634349030470913e-05, "loss": 2.4978, "step": 1547 }, { "epoch": 4.24, "learning_rate": 1.1592797783933516e-05, "loss": 2.5588, "step": 1548 }, { "epoch": 4.24, "learning_rate": 1.155124653739612e-05, "loss": 2.5519, "step": 1549 }, { "epoch": 4.25, "learning_rate": 1.1509695290858724e-05, "loss": 2.5126, "step": 1550 }, { "epoch": 4.25, "eval_loss": 2.3887672424316406, "eval_runtime": 139.9506, "eval_samples_per_second": 34.605, "eval_steps_per_second": 4.33, "eval_wer": 1.0305989213738291, "step": 1550 }, { "epoch": 4.25, "learning_rate": 1.1468144044321327e-05, "loss": 2.4828, "step": 1551 }, { "epoch": 4.25, "learning_rate": 1.1426592797783932e-05, "loss": 2.4047, "step": 1552 }, { "epoch": 4.25, "learning_rate": 1.1385041551246536e-05, "loss": 2.5188, "step": 1553 }, { "epoch": 4.26, "learning_rate": 1.1343490304709139e-05, "loss": 2.5216, "step": 1554 }, { "epoch": 4.26, "learning_rate": 1.1301939058171744e-05, "loss": 2.4596, "step": 1555 }, { "epoch": 4.26, "eval_loss": 2.39601469039917, "eval_runtime": 140.8025, "eval_samples_per_second": 34.396, "eval_steps_per_second": 4.304, "eval_wer": 1.0774623900085154, "step": 1555 }, { "epoch": 4.26, "learning_rate": 1.1260387811634347e-05, "loss": 2.4707, "step": 1556 }, { "epoch": 4.27, "learning_rate": 1.121883656509695e-05, "loss": 2.5016, "step": 1557 }, { "epoch": 4.27, "learning_rate": 1.1177285318559555e-05, "loss": 2.4901, "step": 1558 }, { "epoch": 4.27, "learning_rate": 1.1135734072022158e-05, "loss": 2.5112, "step": 1559 }, { "epoch": 4.27, "learning_rate": 1.1094182825484763e-05, "loss": 2.521, "step": 1560 }, { "epoch": 4.27, "eval_loss": 2.3977975845336914, "eval_runtime": 143.994, "eval_samples_per_second": 33.633, "eval_steps_per_second": 4.209, "eval_wer": 1.1024978711325575, "step": 1560 }, { "epoch": 4.28, "learning_rate": 1.1052631578947366e-05, "loss": 2.5309, "step": 1561 }, { "epoch": 4.28, "learning_rate": 1.1011080332409973e-05, "loss": 2.6178, "step": 1562 }, { "epoch": 4.28, "learning_rate": 1.0969529085872576e-05, "loss": 2.5363, "step": 1563 }, { "epoch": 4.28, "learning_rate": 1.092797783933518e-05, "loss": 2.5819, "step": 1564 }, { "epoch": 4.29, "learning_rate": 1.0886426592797784e-05, "loss": 2.6304, "step": 1565 }, { "epoch": 4.29, "eval_loss": 2.3885209560394287, "eval_runtime": 140.181, "eval_samples_per_second": 34.548, "eval_steps_per_second": 4.323, "eval_wer": 1.0433153562304853, "step": 1565 }, { "epoch": 4.29, "learning_rate": 1.0844875346260388e-05, "loss": 2.5473, "step": 1566 }, { "epoch": 4.29, "learning_rate": 1.0803324099722992e-05, "loss": 2.5859, "step": 1567 }, { "epoch": 4.3, "learning_rate": 1.0761772853185596e-05, "loss": 2.5521, "step": 1568 }, { "epoch": 4.3, "learning_rate": 1.0720221606648199e-05, "loss": 2.5361, "step": 1569 }, { "epoch": 4.3, "learning_rate": 1.0678670360110804e-05, "loss": 2.543, "step": 1570 }, { "epoch": 4.3, "eval_loss": 2.38488507270813, "eval_runtime": 140.222, "eval_samples_per_second": 34.538, "eval_steps_per_second": 4.322, "eval_wer": 1.00723814930457, "step": 1570 }, { "epoch": 4.3, "learning_rate": 1.0637119113573407e-05, "loss": 2.5263, "step": 1571 }, { "epoch": 4.31, "learning_rate": 1.059556786703601e-05, "loss": 2.5785, "step": 1572 }, { "epoch": 4.31, "learning_rate": 1.0554016620498615e-05, "loss": 2.5757, "step": 1573 }, { "epoch": 4.31, "learning_rate": 1.0512465373961218e-05, "loss": 2.5426, "step": 1574 }, { "epoch": 4.31, "learning_rate": 1.0470914127423823e-05, "loss": 2.5601, "step": 1575 }, { "epoch": 4.31, "eval_loss": 2.385526180267334, "eval_runtime": 146.2432, "eval_samples_per_second": 33.116, "eval_steps_per_second": 4.144, "eval_wer": 1.0110133409026398, "step": 1575 }, { "epoch": 4.32, "learning_rate": 1.0429362880886426e-05, "loss": 2.5142, "step": 1576 }, { "epoch": 4.32, "learning_rate": 1.038781163434903e-05, "loss": 2.591, "step": 1577 }, { "epoch": 4.32, "learning_rate": 1.0346260387811635e-05, "loss": 2.535, "step": 1578 }, { "epoch": 4.33, "learning_rate": 1.0304709141274238e-05, "loss": 2.6025, "step": 1579 }, { "epoch": 4.33, "learning_rate": 1.0263157894736843e-05, "loss": 2.6304, "step": 1580 }, { "epoch": 4.33, "eval_loss": 2.38775634765625, "eval_runtime": 140.41, "eval_samples_per_second": 34.492, "eval_steps_per_second": 4.316, "eval_wer": 1.0368719841044565, "step": 1580 }, { "epoch": 4.33, "learning_rate": 1.0221606648199446e-05, "loss": 2.528, "step": 1581 }, { "epoch": 4.33, "learning_rate": 1.0180055401662049e-05, "loss": 2.5493, "step": 1582 }, { "epoch": 4.34, "learning_rate": 1.0138504155124654e-05, "loss": 2.6068, "step": 1583 }, { "epoch": 4.34, "learning_rate": 1.0096952908587257e-05, "loss": 2.5067, "step": 1584 }, { "epoch": 4.34, "learning_rate": 1.005540166204986e-05, "loss": 2.4121, "step": 1585 }, { "epoch": 4.34, "eval_loss": 2.378288745880127, "eval_runtime": 140.9782, "eval_samples_per_second": 34.353, "eval_steps_per_second": 4.299, "eval_wer": 1.0365881351121204, "step": 1585 }, { "epoch": 4.34, "learning_rate": 1.0013850415512465e-05, "loss": 2.432, "step": 1586 }, { "epoch": 4.35, "learning_rate": 9.972299168975068e-06, "loss": 2.5205, "step": 1587 }, { "epoch": 4.35, "learning_rate": 9.930747922437673e-06, "loss": 2.5213, "step": 1588 }, { "epoch": 4.35, "learning_rate": 9.889196675900277e-06, "loss": 2.5412, "step": 1589 }, { "epoch": 4.36, "learning_rate": 9.84764542936288e-06, "loss": 2.4261, "step": 1590 }, { "epoch": 4.36, "eval_loss": 2.374589204788208, "eval_runtime": 144.6416, "eval_samples_per_second": 33.483, "eval_steps_per_second": 4.19, "eval_wer": 1.0307408458699971, "step": 1590 }, { "epoch": 4.36, "learning_rate": 9.806094182825485e-06, "loss": 2.5382, "step": 1591 }, { "epoch": 4.36, "learning_rate": 9.764542936288088e-06, "loss": 2.5176, "step": 1592 }, { "epoch": 4.36, "learning_rate": 9.722991689750693e-06, "loss": 2.5282, "step": 1593 }, { "epoch": 4.37, "learning_rate": 9.681440443213296e-06, "loss": 2.5183, "step": 1594 }, { "epoch": 4.37, "learning_rate": 9.6398891966759e-06, "loss": 2.5038, "step": 1595 }, { "epoch": 4.37, "eval_loss": 2.378915548324585, "eval_runtime": 153.6256, "eval_samples_per_second": 31.525, "eval_steps_per_second": 3.945, "eval_wer": 1.061141072949191, "step": 1595 }, { "epoch": 4.37, "learning_rate": 9.598337950138504e-06, "loss": 2.481, "step": 1596 }, { "epoch": 4.37, "learning_rate": 9.556786703601107e-06, "loss": 2.5587, "step": 1597 }, { "epoch": 4.38, "learning_rate": 9.51523545706371e-06, "loss": 2.4982, "step": 1598 }, { "epoch": 4.38, "learning_rate": 9.473684210526315e-06, "loss": 2.4992, "step": 1599 }, { "epoch": 4.38, "learning_rate": 9.432132963988919e-06, "loss": 2.5391, "step": 1600 }, { "epoch": 4.38, "eval_loss": 2.384855270385742, "eval_runtime": 142.7744, "eval_samples_per_second": 33.921, "eval_steps_per_second": 4.244, "eval_wer": 1.0738291229066137, "step": 1600 }, { "epoch": 4.39, "learning_rate": 9.390581717451524e-06, "loss": 2.587, "step": 1601 }, { "epoch": 4.39, "learning_rate": 9.349030470914127e-06, "loss": 2.4398, "step": 1602 }, { "epoch": 4.39, "learning_rate": 9.30747922437673e-06, "loss": 2.5555, "step": 1603 }, { "epoch": 4.39, "learning_rate": 9.265927977839335e-06, "loss": 2.5544, "step": 1604 }, { "epoch": 4.4, "learning_rate": 9.224376731301938e-06, "loss": 2.4341, "step": 1605 }, { "epoch": 4.4, "eval_loss": 2.377945899963379, "eval_runtime": 140.116, "eval_samples_per_second": 34.564, "eval_steps_per_second": 4.325, "eval_wer": 1.057309111552654, "step": 1605 }, { "epoch": 4.4, "learning_rate": 9.182825484764543e-06, "loss": 2.5333, "step": 1606 }, { "epoch": 4.4, "learning_rate": 9.141274238227146e-06, "loss": 2.5191, "step": 1607 }, { "epoch": 4.4, "learning_rate": 9.09972299168975e-06, "loss": 2.5297, "step": 1608 }, { "epoch": 4.41, "learning_rate": 9.058171745152354e-06, "loss": 2.6354, "step": 1609 }, { "epoch": 4.41, "learning_rate": 9.016620498614958e-06, "loss": 2.5306, "step": 1610 }, { "epoch": 4.41, "eval_loss": 2.375149726867676, "eval_runtime": 159.8052, "eval_samples_per_second": 30.306, "eval_steps_per_second": 3.792, "eval_wer": 1.0459835367584445, "step": 1610 }, { "epoch": 4.41, "learning_rate": 8.97506925207756e-06, "loss": 2.6055, "step": 1611 }, { "epoch": 4.42, "learning_rate": 8.933518005540166e-06, "loss": 2.5649, "step": 1612 }, { "epoch": 4.42, "learning_rate": 8.891966759002769e-06, "loss": 2.5777, "step": 1613 }, { "epoch": 4.42, "learning_rate": 8.850415512465374e-06, "loss": 2.5772, "step": 1614 }, { "epoch": 4.42, "learning_rate": 8.808864265927977e-06, "loss": 2.5818, "step": 1615 }, { "epoch": 4.42, "eval_loss": 2.3743481636047363, "eval_runtime": 140.0792, "eval_samples_per_second": 34.573, "eval_steps_per_second": 4.326, "eval_wer": 1.0250922509225093, "step": 1615 }, { "epoch": 4.43, "learning_rate": 8.76731301939058e-06, "loss": 2.5188, "step": 1616 }, { "epoch": 4.43, "learning_rate": 8.725761772853185e-06, "loss": 2.5539, "step": 1617 }, { "epoch": 4.43, "learning_rate": 8.684210526315788e-06, "loss": 2.552, "step": 1618 }, { "epoch": 4.44, "learning_rate": 8.642659279778393e-06, "loss": 2.5555, "step": 1619 }, { "epoch": 4.44, "learning_rate": 8.601108033240996e-06, "loss": 2.5531, "step": 1620 }, { "epoch": 4.44, "eval_loss": 2.3723344802856445, "eval_runtime": 140.8188, "eval_samples_per_second": 34.392, "eval_steps_per_second": 4.303, "eval_wer": 1.0209196707351689, "step": 1620 }, { "epoch": 4.44, "learning_rate": 8.5595567867036e-06, "loss": 2.5475, "step": 1621 }, { "epoch": 4.44, "learning_rate": 8.518005540166205e-06, "loss": 2.6148, "step": 1622 }, { "epoch": 4.45, "learning_rate": 8.476454293628808e-06, "loss": 2.6216, "step": 1623 }, { "epoch": 4.45, "learning_rate": 8.434903047091411e-06, "loss": 2.4575, "step": 1624 }, { "epoch": 4.45, "learning_rate": 8.393351800554016e-06, "loss": 2.51, "step": 1625 }, { "epoch": 4.45, "eval_loss": 2.3754518032073975, "eval_runtime": 146.2568, "eval_samples_per_second": 33.113, "eval_steps_per_second": 4.143, "eval_wer": 1.031620777746239, "step": 1625 }, { "epoch": 4.45, "learning_rate": 8.351800554016619e-06, "loss": 2.5257, "step": 1626 }, { "epoch": 4.46, "learning_rate": 8.310249307479224e-06, "loss": 2.4693, "step": 1627 }, { "epoch": 4.46, "learning_rate": 8.268698060941827e-06, "loss": 2.5622, "step": 1628 }, { "epoch": 4.46, "learning_rate": 8.22714681440443e-06, "loss": 2.5541, "step": 1629 }, { "epoch": 4.47, "learning_rate": 8.185595567867035e-06, "loss": 2.5788, "step": 1630 }, { "epoch": 4.47, "eval_loss": 2.372516393661499, "eval_runtime": 141.6738, "eval_samples_per_second": 34.184, "eval_steps_per_second": 4.277, "eval_wer": 1.0396253193301164, "step": 1630 }, { "epoch": 4.47, "learning_rate": 8.144044321329639e-06, "loss": 2.4269, "step": 1631 }, { "epoch": 4.47, "learning_rate": 8.102493074792243e-06, "loss": 2.5667, "step": 1632 }, { "epoch": 4.47, "learning_rate": 8.060941828254847e-06, "loss": 2.5306, "step": 1633 }, { "epoch": 4.48, "learning_rate": 8.01939058171745e-06, "loss": 2.4822, "step": 1634 }, { "epoch": 4.48, "learning_rate": 7.977839335180055e-06, "loss": 2.5701, "step": 1635 }, { "epoch": 4.48, "eval_loss": 2.3663015365600586, "eval_runtime": 146.6348, "eval_samples_per_second": 33.028, "eval_steps_per_second": 4.133, "eval_wer": 1.029151291512915, "step": 1635 }, { "epoch": 4.48, "learning_rate": 7.936288088642658e-06, "loss": 2.5131, "step": 1636 }, { "epoch": 4.48, "learning_rate": 7.894736842105261e-06, "loss": 2.6295, "step": 1637 }, { "epoch": 4.49, "learning_rate": 7.853185595567866e-06, "loss": 2.4992, "step": 1638 }, { "epoch": 4.49, "learning_rate": 7.81163434903047e-06, "loss": 2.5239, "step": 1639 }, { "epoch": 4.49, "learning_rate": 7.770083102493074e-06, "loss": 2.4194, "step": 1640 }, { "epoch": 4.49, "eval_loss": 2.3641042709350586, "eval_runtime": 141.8357, "eval_samples_per_second": 34.145, "eval_steps_per_second": 4.273, "eval_wer": 1.0261424921941527, "step": 1640 }, { "epoch": 4.5, "learning_rate": 7.728531855955677e-06, "loss": 2.5042, "step": 1641 }, { "epoch": 4.5, "learning_rate": 7.686980609418282e-06, "loss": 2.5308, "step": 1642 }, { "epoch": 4.5, "learning_rate": 7.645429362880886e-06, "loss": 2.481, "step": 1643 }, { "epoch": 4.5, "learning_rate": 7.6038781163434905e-06, "loss": 2.4786, "step": 1644 }, { "epoch": 4.51, "learning_rate": 7.562326869806094e-06, "loss": 2.5439, "step": 1645 }, { "epoch": 4.51, "eval_loss": 2.362913131713867, "eval_runtime": 157.9107, "eval_samples_per_second": 30.669, "eval_steps_per_second": 3.838, "eval_wer": 1.0376383763837638, "step": 1645 }, { "epoch": 4.51, "learning_rate": 7.520775623268698e-06, "loss": 2.4422, "step": 1646 }, { "epoch": 4.51, "learning_rate": 7.479224376731302e-06, "loss": 2.5159, "step": 1647 }, { "epoch": 4.51, "learning_rate": 7.437673130193906e-06, "loss": 2.4263, "step": 1648 }, { "epoch": 4.52, "learning_rate": 7.396121883656509e-06, "loss": 2.5145, "step": 1649 }, { "epoch": 4.52, "learning_rate": 7.354570637119113e-06, "loss": 2.4527, "step": 1650 }, { "epoch": 4.52, "eval_loss": 2.3628642559051514, "eval_runtime": 161.5128, "eval_samples_per_second": 29.985, "eval_steps_per_second": 3.752, "eval_wer": 1.0562588702810105, "step": 1650 }, { "epoch": 4.52, "learning_rate": 7.313019390581717e-06, "loss": 2.4551, "step": 1651 }, { "epoch": 4.53, "learning_rate": 7.271468144044321e-06, "loss": 2.4952, "step": 1652 }, { "epoch": 4.53, "learning_rate": 7.2299168975069244e-06, "loss": 2.5051, "step": 1653 }, { "epoch": 4.53, "learning_rate": 7.1883656509695285e-06, "loss": 2.5854, "step": 1654 }, { "epoch": 4.53, "learning_rate": 7.1468144044321326e-06, "loss": 2.5705, "step": 1655 }, { "epoch": 4.53, "eval_loss": 2.365365743637085, "eval_runtime": 159.5208, "eval_samples_per_second": 30.36, "eval_steps_per_second": 3.799, "eval_wer": 1.07655407323304, "step": 1655 }, { "epoch": 4.54, "learning_rate": 7.105263157894737e-06, "loss": 2.5623, "step": 1656 }, { "epoch": 4.54, "learning_rate": 7.063711911357341e-06, "loss": 2.5451, "step": 1657 }, { "epoch": 4.54, "learning_rate": 7.022160664819944e-06, "loss": 2.515, "step": 1658 }, { "epoch": 4.54, "learning_rate": 6.980609418282548e-06, "loss": 2.5289, "step": 1659 }, { "epoch": 4.55, "learning_rate": 6.939058171745152e-06, "loss": 2.4552, "step": 1660 }, { "epoch": 4.55, "eval_loss": 2.370793342590332, "eval_runtime": 142.4091, "eval_samples_per_second": 34.008, "eval_steps_per_second": 4.255, "eval_wer": 1.0801589554357083, "step": 1660 }, { "epoch": 4.55, "learning_rate": 6.897506925207756e-06, "loss": 2.5884, "step": 1661 }, { "epoch": 4.55, "learning_rate": 6.855955678670359e-06, "loss": 2.5812, "step": 1662 }, { "epoch": 4.56, "learning_rate": 6.814404432132963e-06, "loss": 2.5576, "step": 1663 }, { "epoch": 4.56, "learning_rate": 6.772853185595567e-06, "loss": 2.5552, "step": 1664 }, { "epoch": 4.56, "learning_rate": 6.7313019390581714e-06, "loss": 2.5657, "step": 1665 }, { "epoch": 4.56, "eval_loss": 2.3637919425964355, "eval_runtime": 140.9418, "eval_samples_per_second": 34.362, "eval_steps_per_second": 4.3, "eval_wer": 1.0247516321317058, "step": 1665 }, { "epoch": 4.56, "learning_rate": 6.689750692520775e-06, "loss": 2.4985, "step": 1666 }, { "epoch": 4.57, "learning_rate": 6.648199445983379e-06, "loss": 2.5127, "step": 1667 }, { "epoch": 4.57, "learning_rate": 6.606648199445983e-06, "loss": 2.5258, "step": 1668 }, { "epoch": 4.57, "learning_rate": 6.565096952908587e-06, "loss": 2.5434, "step": 1669 }, { "epoch": 4.57, "learning_rate": 6.523545706371191e-06, "loss": 2.5371, "step": 1670 }, { "epoch": 4.57, "eval_loss": 2.363882303237915, "eval_runtime": 143.5985, "eval_samples_per_second": 33.726, "eval_steps_per_second": 4.22, "eval_wer": 1.005279591257451, "step": 1670 }, { "epoch": 4.58, "learning_rate": 6.481994459833794e-06, "loss": 2.4981, "step": 1671 }, { "epoch": 4.58, "learning_rate": 6.440443213296398e-06, "loss": 2.5191, "step": 1672 }, { "epoch": 4.58, "learning_rate": 6.398891966759002e-06, "loss": 2.598, "step": 1673 }, { "epoch": 4.59, "learning_rate": 6.357340720221606e-06, "loss": 2.5796, "step": 1674 }, { "epoch": 4.59, "learning_rate": 6.3157894736842095e-06, "loss": 2.5365, "step": 1675 }, { "epoch": 4.59, "eval_loss": 2.362563371658325, "eval_runtime": 160.6129, "eval_samples_per_second": 30.153, "eval_steps_per_second": 3.773, "eval_wer": 1.0071529946068691, "step": 1675 }, { "epoch": 4.59, "learning_rate": 6.2742382271468135e-06, "loss": 2.5202, "step": 1676 }, { "epoch": 4.59, "learning_rate": 6.232686980609418e-06, "loss": 2.528, "step": 1677 }, { "epoch": 4.6, "learning_rate": 6.191135734072022e-06, "loss": 2.5311, "step": 1678 }, { "epoch": 4.6, "learning_rate": 6.149584487534625e-06, "loss": 2.5319, "step": 1679 }, { "epoch": 4.6, "learning_rate": 6.108033240997229e-06, "loss": 2.5383, "step": 1680 }, { "epoch": 4.6, "eval_loss": 2.3584203720092773, "eval_runtime": 141.9293, "eval_samples_per_second": 34.123, "eval_steps_per_second": 4.27, "eval_wer": 1.0169741697416974, "step": 1680 }, { "epoch": 4.6, "learning_rate": 6.066481994459833e-06, "loss": 2.5571, "step": 1681 }, { "epoch": 4.61, "learning_rate": 6.024930747922437e-06, "loss": 2.5372, "step": 1682 }, { "epoch": 4.61, "learning_rate": 5.983379501385041e-06, "loss": 2.5638, "step": 1683 }, { "epoch": 4.61, "learning_rate": 5.941828254847644e-06, "loss": 2.5316, "step": 1684 }, { "epoch": 4.62, "learning_rate": 5.900277008310248e-06, "loss": 2.546, "step": 1685 }, { "epoch": 4.62, "eval_loss": 2.3573923110961914, "eval_runtime": 143.3676, "eval_samples_per_second": 33.78, "eval_steps_per_second": 4.227, "eval_wer": 1.0468634686346863, "step": 1685 }, { "epoch": 4.62, "learning_rate": 5.8587257617728524e-06, "loss": 2.5585, "step": 1686 }, { "epoch": 4.62, "learning_rate": 5.8171745152354565e-06, "loss": 2.5237, "step": 1687 }, { "epoch": 4.62, "learning_rate": 5.77562326869806e-06, "loss": 2.5222, "step": 1688 }, { "epoch": 4.63, "learning_rate": 5.734072022160664e-06, "loss": 2.45, "step": 1689 }, { "epoch": 4.63, "learning_rate": 5.692520775623268e-06, "loss": 2.6006, "step": 1690 }, { "epoch": 4.63, "eval_loss": 2.351736307144165, "eval_runtime": 142.9547, "eval_samples_per_second": 33.878, "eval_steps_per_second": 4.239, "eval_wer": 1.0508941243258587, "step": 1690 }, { "epoch": 4.63, "learning_rate": 5.650969529085872e-06, "loss": 2.4509, "step": 1691 }, { "epoch": 4.63, "learning_rate": 5.609418282548475e-06, "loss": 2.4681, "step": 1692 }, { "epoch": 4.64, "learning_rate": 5.567867036011079e-06, "loss": 2.5073, "step": 1693 }, { "epoch": 4.64, "learning_rate": 5.526315789473683e-06, "loss": 2.4741, "step": 1694 }, { "epoch": 4.64, "learning_rate": 5.484764542936288e-06, "loss": 2.4894, "step": 1695 }, { "epoch": 4.64, "eval_loss": 2.3488974571228027, "eval_runtime": 143.0199, "eval_samples_per_second": 33.862, "eval_steps_per_second": 4.237, "eval_wer": 1.0451887595799034, "step": 1695 }, { "epoch": 4.65, "learning_rate": 5.443213296398892e-06, "loss": 2.5711, "step": 1696 }, { "epoch": 4.65, "learning_rate": 5.401662049861496e-06, "loss": 2.4544, "step": 1697 }, { "epoch": 4.65, "learning_rate": 5.360110803324099e-06, "loss": 2.5378, "step": 1698 }, { "epoch": 4.65, "learning_rate": 5.3185595567867035e-06, "loss": 2.4544, "step": 1699 }, { "epoch": 4.66, "learning_rate": 5.2770083102493075e-06, "loss": 2.4732, "step": 1700 }, { "epoch": 4.66, "eval_loss": 2.348914861679077, "eval_runtime": 153.5563, "eval_samples_per_second": 31.539, "eval_steps_per_second": 3.946, "eval_wer": 1.0585864320181664, "step": 1700 }, { "epoch": 4.66, "learning_rate": 5.235457063711912e-06, "loss": 2.4552, "step": 1701 }, { "epoch": 4.66, "learning_rate": 5.193905817174515e-06, "loss": 2.4363, "step": 1702 }, { "epoch": 4.66, "learning_rate": 5.152354570637119e-06, "loss": 2.4902, "step": 1703 }, { "epoch": 4.67, "learning_rate": 5.110803324099723e-06, "loss": 2.5714, "step": 1704 }, { "epoch": 4.67, "learning_rate": 5.069252077562327e-06, "loss": 2.4933, "step": 1705 }, { "epoch": 4.67, "eval_loss": 2.3500583171844482, "eval_runtime": 142.338, "eval_samples_per_second": 34.025, "eval_steps_per_second": 4.257, "eval_wer": 1.069401078626171, "step": 1705 }, { "epoch": 4.67, "learning_rate": 5.02770083102493e-06, "loss": 2.4341, "step": 1706 }, { "epoch": 4.68, "learning_rate": 4.986149584487534e-06, "loss": 2.47, "step": 1707 }, { "epoch": 4.68, "learning_rate": 4.944598337950138e-06, "loss": 2.4823, "step": 1708 }, { "epoch": 4.68, "learning_rate": 4.903047091412742e-06, "loss": 2.4995, "step": 1709 }, { "epoch": 4.68, "learning_rate": 4.861495844875346e-06, "loss": 2.4784, "step": 1710 }, { "epoch": 4.68, "eval_loss": 2.347200632095337, "eval_runtime": 140.0835, "eval_samples_per_second": 34.572, "eval_steps_per_second": 4.326, "eval_wer": 1.0647175702526257, "step": 1710 }, { "epoch": 4.69, "learning_rate": 4.81994459833795e-06, "loss": 2.5469, "step": 1711 }, { "epoch": 4.69, "learning_rate": 4.778393351800554e-06, "loss": 2.5781, "step": 1712 }, { "epoch": 4.69, "learning_rate": 4.736842105263158e-06, "loss": 2.5392, "step": 1713 }, { "epoch": 4.69, "learning_rate": 4.695290858725762e-06, "loss": 2.5729, "step": 1714 }, { "epoch": 4.7, "learning_rate": 4.653739612188365e-06, "loss": 2.5349, "step": 1715 }, { "epoch": 4.7, "eval_loss": 2.3419370651245117, "eval_runtime": 145.3075, "eval_samples_per_second": 33.329, "eval_steps_per_second": 4.17, "eval_wer": 1.0299176837922226, "step": 1715 }, { "epoch": 4.7, "learning_rate": 4.612188365650969e-06, "loss": 2.5522, "step": 1716 }, { "epoch": 4.7, "learning_rate": 4.570637119113573e-06, "loss": 2.5657, "step": 1717 }, { "epoch": 4.71, "learning_rate": 4.529085872576177e-06, "loss": 2.5509, "step": 1718 }, { "epoch": 4.71, "learning_rate": 4.48753462603878e-06, "loss": 2.5198, "step": 1719 }, { "epoch": 4.71, "learning_rate": 4.4459833795013845e-06, "loss": 2.553, "step": 1720 }, { "epoch": 4.71, "eval_loss": 2.3420019149780273, "eval_runtime": 143.8669, "eval_samples_per_second": 33.663, "eval_steps_per_second": 4.212, "eval_wer": 1.0114674992903776, "step": 1720 }, { "epoch": 4.71, "learning_rate": 4.4044321329639885e-06, "loss": 2.4339, "step": 1721 }, { "epoch": 4.72, "learning_rate": 4.3628808864265926e-06, "loss": 2.5382, "step": 1722 }, { "epoch": 4.72, "learning_rate": 4.321329639889197e-06, "loss": 2.5401, "step": 1723 }, { "epoch": 4.72, "learning_rate": 4.2797783933518e-06, "loss": 2.5485, "step": 1724 }, { "epoch": 4.73, "learning_rate": 4.238227146814404e-06, "loss": 2.5035, "step": 1725 }, { "epoch": 4.73, "eval_loss": 2.3414924144744873, "eval_runtime": 150.386, "eval_samples_per_second": 32.204, "eval_steps_per_second": 4.03, "eval_wer": 1.0116945784842464, "step": 1725 }, { "epoch": 4.73, "learning_rate": 4.196675900277008e-06, "loss": 2.5424, "step": 1726 }, { "epoch": 4.73, "learning_rate": 4.155124653739612e-06, "loss": 2.547, "step": 1727 }, { "epoch": 4.73, "learning_rate": 4.113573407202215e-06, "loss": 2.5482, "step": 1728 }, { "epoch": 4.74, "learning_rate": 4.072022160664819e-06, "loss": 2.5535, "step": 1729 }, { "epoch": 4.74, "learning_rate": 4.030470914127423e-06, "loss": 2.561, "step": 1730 }, { "epoch": 4.74, "eval_loss": 2.34179949760437, "eval_runtime": 147.2309, "eval_samples_per_second": 32.894, "eval_steps_per_second": 4.116, "eval_wer": 1.0241555492478003, "step": 1730 }, { "epoch": 4.74, "learning_rate": 3.988919667590027e-06, "loss": 2.5441, "step": 1731 }, { "epoch": 4.74, "learning_rate": 3.947368421052631e-06, "loss": 2.5058, "step": 1732 }, { "epoch": 4.75, "learning_rate": 3.905817174515235e-06, "loss": 2.4681, "step": 1733 }, { "epoch": 4.75, "learning_rate": 3.864265927977839e-06, "loss": 2.5119, "step": 1734 }, { "epoch": 4.75, "learning_rate": 3.822714681440443e-06, "loss": 2.4773, "step": 1735 }, { "epoch": 4.75, "eval_loss": 2.3419573307037354, "eval_runtime": 141.8367, "eval_samples_per_second": 34.145, "eval_steps_per_second": 4.273, "eval_wer": 1.0325007096224808, "step": 1735 }, { "epoch": 4.76, "learning_rate": 3.781163434903047e-06, "loss": 2.4355, "step": 1736 }, { "epoch": 4.76, "learning_rate": 3.739612188365651e-06, "loss": 2.5295, "step": 1737 }, { "epoch": 4.76, "learning_rate": 3.6980609418282545e-06, "loss": 2.4749, "step": 1738 }, { "epoch": 4.76, "learning_rate": 3.6565096952908586e-06, "loss": 2.44, "step": 1739 }, { "epoch": 4.77, "learning_rate": 3.6149584487534622e-06, "loss": 2.4691, "step": 1740 }, { "epoch": 4.77, "eval_loss": 2.342160701751709, "eval_runtime": 140.6734, "eval_samples_per_second": 34.427, "eval_steps_per_second": 4.308, "eval_wer": 1.039426625035481, "step": 1740 }, { "epoch": 4.77, "learning_rate": 3.5734072022160663e-06, "loss": 2.511, "step": 1741 }, { "epoch": 4.77, "learning_rate": 3.5318559556786703e-06, "loss": 2.4891, "step": 1742 }, { "epoch": 4.77, "learning_rate": 3.490304709141274e-06, "loss": 2.4933, "step": 1743 }, { "epoch": 4.78, "learning_rate": 3.448753462603878e-06, "loss": 2.552, "step": 1744 }, { "epoch": 4.78, "learning_rate": 3.4072022160664817e-06, "loss": 2.4959, "step": 1745 }, { "epoch": 4.78, "eval_loss": 2.3405394554138184, "eval_runtime": 140.8425, "eval_samples_per_second": 34.386, "eval_steps_per_second": 4.303, "eval_wer": 1.041754186772637, "step": 1745 }, { "epoch": 4.78, "learning_rate": 3.3656509695290857e-06, "loss": 2.4645, "step": 1746 }, { "epoch": 4.79, "learning_rate": 3.3240997229916894e-06, "loss": 2.4843, "step": 1747 }, { "epoch": 4.79, "learning_rate": 3.2825484764542934e-06, "loss": 2.4717, "step": 1748 }, { "epoch": 4.79, "learning_rate": 3.240997229916897e-06, "loss": 2.4301, "step": 1749 }, { "epoch": 4.79, "learning_rate": 3.199445983379501e-06, "loss": 2.4928, "step": 1750 }, { "epoch": 4.79, "eval_loss": 2.3394219875335693, "eval_runtime": 141.3184, "eval_samples_per_second": 34.27, "eval_steps_per_second": 4.288, "eval_wer": 1.0449049105875674, "step": 1750 }, { "epoch": 4.8, "learning_rate": 3.1578947368421047e-06, "loss": 2.4662, "step": 1751 }, { "epoch": 4.8, "learning_rate": 3.116343490304709e-06, "loss": 2.5861, "step": 1752 }, { "epoch": 4.8, "learning_rate": 3.0747922437673124e-06, "loss": 2.4717, "step": 1753 }, { "epoch": 4.8, "learning_rate": 3.0332409972299165e-06, "loss": 2.4837, "step": 1754 }, { "epoch": 4.81, "learning_rate": 2.9916897506925205e-06, "loss": 2.5058, "step": 1755 }, { "epoch": 4.81, "eval_loss": 2.3391995429992676, "eval_runtime": 139.9027, "eval_samples_per_second": 34.617, "eval_steps_per_second": 4.332, "eval_wer": 1.0489071813795061, "step": 1755 }, { "epoch": 4.81, "learning_rate": 2.950138504155124e-06, "loss": 2.436, "step": 1756 }, { "epoch": 4.81, "learning_rate": 2.9085872576177282e-06, "loss": 2.4739, "step": 1757 }, { "epoch": 4.82, "learning_rate": 2.867036011080332e-06, "loss": 2.4543, "step": 1758 }, { "epoch": 4.82, "learning_rate": 2.825484764542936e-06, "loss": 2.6843, "step": 1759 }, { "epoch": 4.82, "learning_rate": 2.7839335180055396e-06, "loss": 2.5193, "step": 1760 }, { "epoch": 4.82, "eval_loss": 2.3390493392944336, "eval_runtime": 151.2803, "eval_samples_per_second": 32.013, "eval_steps_per_second": 4.006, "eval_wer": 1.0506102753335225, "step": 1760 }, { "epoch": 4.82, "learning_rate": 2.742382271468144e-06, "loss": 2.5566, "step": 1761 }, { "epoch": 4.83, "learning_rate": 2.700831024930748e-06, "loss": 2.5617, "step": 1762 }, { "epoch": 4.83, "learning_rate": 2.6592797783933517e-06, "loss": 2.5593, "step": 1763 }, { "epoch": 4.83, "learning_rate": 2.617728531855956e-06, "loss": 2.5633, "step": 1764 }, { "epoch": 4.83, "learning_rate": 2.5761772853185594e-06, "loss": 2.5369, "step": 1765 }, { "epoch": 4.83, "eval_loss": 2.339158058166504, "eval_runtime": 155.5013, "eval_samples_per_second": 31.144, "eval_steps_per_second": 3.897, "eval_wer": 1.0383763837638376, "step": 1765 }, { "epoch": 4.84, "learning_rate": 2.5346260387811635e-06, "loss": 2.521, "step": 1766 }, { "epoch": 4.84, "learning_rate": 2.493074792243767e-06, "loss": 2.5764, "step": 1767 }, { "epoch": 4.84, "learning_rate": 2.451523545706371e-06, "loss": 2.5323, "step": 1768 }, { "epoch": 4.85, "learning_rate": 2.409972299168975e-06, "loss": 2.5517, "step": 1769 }, { "epoch": 4.85, "learning_rate": 2.368421052631579e-06, "loss": 2.4843, "step": 1770 }, { "epoch": 4.85, "eval_loss": 2.3397862911224365, "eval_runtime": 140.1076, "eval_samples_per_second": 34.566, "eval_steps_per_second": 4.325, "eval_wer": 1.023587851263128, "step": 1770 }, { "epoch": 4.85, "learning_rate": 2.3268698060941825e-06, "loss": 2.5745, "step": 1771 }, { "epoch": 4.85, "learning_rate": 2.2853185595567866e-06, "loss": 2.5806, "step": 1772 }, { "epoch": 4.86, "learning_rate": 2.24376731301939e-06, "loss": 2.5602, "step": 1773 }, { "epoch": 4.86, "learning_rate": 2.2022160664819943e-06, "loss": 2.5206, "step": 1774 }, { "epoch": 4.86, "learning_rate": 2.1606648199445983e-06, "loss": 2.5074, "step": 1775 }, { "epoch": 4.86, "eval_loss": 2.3399529457092285, "eval_runtime": 151.4274, "eval_samples_per_second": 31.982, "eval_steps_per_second": 4.002, "eval_wer": 1.0149588418961113, "step": 1775 }, { "epoch": 4.86, "learning_rate": 2.119113573407202e-06, "loss": 2.4752, "step": 1776 }, { "epoch": 4.87, "learning_rate": 2.077562326869806e-06, "loss": 2.5011, "step": 1777 }, { "epoch": 4.87, "learning_rate": 2.0360110803324096e-06, "loss": 2.525, "step": 1778 }, { "epoch": 4.87, "learning_rate": 1.9944598337950137e-06, "loss": 2.5246, "step": 1779 }, { "epoch": 4.88, "learning_rate": 1.9529085872576173e-06, "loss": 2.4941, "step": 1780 }, { "epoch": 4.88, "eval_loss": 2.3385510444641113, "eval_runtime": 145.0293, "eval_samples_per_second": 33.393, "eval_steps_per_second": 4.178, "eval_wer": 1.0149872267953448, "step": 1780 }, { "epoch": 4.88, "learning_rate": 1.9113573407202214e-06, "loss": 2.4665, "step": 1781 }, { "epoch": 4.88, "learning_rate": 1.8698060941828254e-06, "loss": 2.5632, "step": 1782 }, { "epoch": 4.88, "learning_rate": 1.8282548476454293e-06, "loss": 2.473, "step": 1783 }, { "epoch": 4.89, "learning_rate": 1.7867036011080331e-06, "loss": 2.4518, "step": 1784 }, { "epoch": 4.89, "learning_rate": 1.745152354570637e-06, "loss": 2.4352, "step": 1785 }, { "epoch": 4.89, "eval_loss": 2.3370206356048584, "eval_runtime": 141.7712, "eval_samples_per_second": 34.161, "eval_steps_per_second": 4.274, "eval_wer": 1.0172296338348, "step": 1785 }, { "epoch": 4.89, "learning_rate": 1.7036011080332408e-06, "loss": 2.4735, "step": 1786 }, { "epoch": 4.89, "learning_rate": 1.6620498614958447e-06, "loss": 2.483, "step": 1787 }, { "epoch": 4.9, "learning_rate": 1.6204986149584485e-06, "loss": 2.4563, "step": 1788 }, { "epoch": 4.9, "learning_rate": 1.5789473684210524e-06, "loss": 2.509, "step": 1789 }, { "epoch": 4.9, "learning_rate": 1.5373961218836562e-06, "loss": 2.4372, "step": 1790 }, { "epoch": 4.9, "eval_loss": 2.336162567138672, "eval_runtime": 140.7255, "eval_samples_per_second": 34.415, "eval_steps_per_second": 4.306, "eval_wer": 1.0208061311382344, "step": 1790 }, { "epoch": 4.91, "learning_rate": 1.4958448753462603e-06, "loss": 2.4871, "step": 1791 }, { "epoch": 4.91, "learning_rate": 1.4542936288088641e-06, "loss": 2.4704, "step": 1792 }, { "epoch": 4.91, "learning_rate": 1.412742382271468e-06, "loss": 2.4653, "step": 1793 }, { "epoch": 4.91, "learning_rate": 1.371191135734072e-06, "loss": 2.4765, "step": 1794 }, { "epoch": 4.92, "learning_rate": 1.3296398891966759e-06, "loss": 2.4855, "step": 1795 }, { "epoch": 4.92, "eval_loss": 2.3357536792755127, "eval_runtime": 147.1147, "eval_samples_per_second": 32.92, "eval_steps_per_second": 4.119, "eval_wer": 1.0238149304569968, "step": 1795 }, { "epoch": 4.92, "learning_rate": 1.2880886426592797e-06, "loss": 2.4723, "step": 1796 }, { "epoch": 4.92, "learning_rate": 1.2465373961218836e-06, "loss": 2.4209, "step": 1797 }, { "epoch": 4.92, "learning_rate": 1.2049861495844874e-06, "loss": 2.431, "step": 1798 }, { "epoch": 4.93, "learning_rate": 1.1634349030470913e-06, "loss": 2.4744, "step": 1799 }, { "epoch": 4.93, "learning_rate": 1.121883656509695e-06, "loss": 2.4516, "step": 1800 }, { "epoch": 4.93, "eval_loss": 2.335530996322632, "eval_runtime": 144.2723, "eval_samples_per_second": 33.568, "eval_steps_per_second": 4.2, "eval_wer": 1.0276185069543002, "step": 1800 }, { "epoch": 4.93, "learning_rate": 1.0803324099722992e-06, "loss": 2.4579, "step": 1801 }, { "epoch": 4.94, "learning_rate": 1.038781163434903e-06, "loss": 2.4824, "step": 1802 }, { "epoch": 4.94, "learning_rate": 9.972299168975068e-07, "loss": 2.5019, "step": 1803 }, { "epoch": 4.94, "learning_rate": 9.556786703601107e-07, "loss": 2.4765, "step": 1804 }, { "epoch": 4.94, "learning_rate": 9.141274238227146e-07, "loss": 2.5281, "step": 1805 }, { "epoch": 4.94, "eval_loss": 2.3355886936187744, "eval_runtime": 139.944, "eval_samples_per_second": 34.607, "eval_steps_per_second": 4.33, "eval_wer": 1.0312233891569684, "step": 1805 }, { "epoch": 4.95, "learning_rate": 8.725761772853185e-07, "loss": 2.5515, "step": 1806 }, { "epoch": 4.95, "learning_rate": 8.310249307479223e-07, "loss": 2.5382, "step": 1807 }, { "epoch": 4.95, "learning_rate": 7.894736842105262e-07, "loss": 2.4093, "step": 1808 }, { "epoch": 4.95, "learning_rate": 7.479224376731301e-07, "loss": 2.5102, "step": 1809 }, { "epoch": 4.96, "learning_rate": 7.06371191135734e-07, "loss": 2.5519, "step": 1810 }, { "epoch": 4.96, "eval_loss": 2.335160255432129, "eval_runtime": 142.6698, "eval_samples_per_second": 33.946, "eval_steps_per_second": 4.248, "eval_wer": 1.0318194720408742, "step": 1810 }, { "epoch": 4.96, "learning_rate": 6.648199445983379e-07, "loss": 2.6029, "step": 1811 }, { "epoch": 4.96, "learning_rate": 6.232686980609418e-07, "loss": 2.5347, "step": 1812 }, { "epoch": 4.97, "learning_rate": 5.817174515235456e-07, "loss": 2.4606, "step": 1813 }, { "epoch": 4.97, "learning_rate": 5.401662049861496e-07, "loss": 2.4955, "step": 1814 }, { "epoch": 4.97, "learning_rate": 4.986149584487534e-07, "loss": 2.4641, "step": 1815 }, { "epoch": 4.97, "eval_loss": 2.3349101543426514, "eval_runtime": 152.5469, "eval_samples_per_second": 31.748, "eval_steps_per_second": 3.973, "eval_wer": 1.0294067556060176, "step": 1815 }, { "epoch": 4.97, "learning_rate": 4.570637119113573e-07, "loss": 2.5616, "step": 1816 }, { "epoch": 4.98, "learning_rate": 4.1551246537396117e-07, "loss": 2.4761, "step": 1817 }, { "epoch": 4.98, "learning_rate": 3.7396121883656507e-07, "loss": 2.5163, "step": 1818 }, { "epoch": 4.98, "learning_rate": 3.3240997229916897e-07, "loss": 2.4638, "step": 1819 }, { "epoch": 4.98, "learning_rate": 2.908587257617728e-07, "loss": 2.4515, "step": 1820 }, { "epoch": 4.98, "eval_loss": 2.3347949981689453, "eval_runtime": 141.2141, "eval_samples_per_second": 34.295, "eval_steps_per_second": 4.291, "eval_wer": 1.028356514334374, "step": 1820 }, { "epoch": 4.99, "learning_rate": 2.493074792243767e-07, "loss": 2.4388, "step": 1821 }, { "epoch": 4.99, "learning_rate": 2.0775623268698058e-07, "loss": 2.4616, "step": 1822 }, { "epoch": 4.99, "learning_rate": 1.6620498614958448e-07, "loss": 2.5311, "step": 1823 }, { "epoch": 5.0, "learning_rate": 1.2465373961218836e-07, "loss": 2.4381, "step": 1824 }, { "epoch": 5.0, "learning_rate": 8.310249307479224e-08, "loss": 2.553, "step": 1825 }, { "epoch": 5.0, "eval_loss": 2.3347036838531494, "eval_runtime": 140.7491, "eval_samples_per_second": 34.409, "eval_steps_per_second": 4.306, "eval_wer": 1.028583593528243, "step": 1825 }, { "epoch": 5.0, "step": 1825, "total_flos": 5.433166118134149e+18, "train_loss": 2.8323297275909005, "train_runtime": 64225.9806, "train_samples_per_second": 0.91, "train_steps_per_second": 0.028 } ], "max_steps": 1825, "num_train_epochs": 5, "total_flos": 5.433166118134149e+18, "trial_name": null, "trial_params": null }