diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,5905 @@ +{ + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 99.99898063200816, + "global_step": 73500, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.14, + "learning_rate": 5.940000000000001e-06, + "loss": 12.018, + "step": 100 + }, + { + "epoch": 0.27, + "learning_rate": 1.1940000000000001e-05, + "loss": 5.1174, + "step": 200 + }, + { + "epoch": 0.41, + "learning_rate": 1.794e-05, + "loss": 3.6999, + "step": 300 + }, + { + "epoch": 0.54, + "learning_rate": 2.394e-05, + "loss": 3.2944, + "step": 400 + }, + { + "epoch": 0.68, + "learning_rate": 2.994e-05, + "loss": 3.1215, + "step": 500 + }, + { + "epoch": 0.68, + "eval_cer": 1.0, + "eval_loss": 3.1187968254089355, + "eval_runtime": 183.7383, + "eval_samples_per_second": 31.485, + "eval_steps_per_second": 3.94, + "eval_wer": 1.0, + "step": 500 + }, + { + "epoch": 0.82, + "learning_rate": 2.995931506849315e-05, + "loss": 3.0845, + "step": 600 + }, + { + "epoch": 0.95, + "learning_rate": 2.9918219178082192e-05, + "loss": 3.0501, + "step": 700 + }, + { + "epoch": 1.09, + "learning_rate": 2.9877123287671232e-05, + "loss": 3.025, + "step": 800 + }, + { + "epoch": 1.22, + "learning_rate": 2.9836027397260276e-05, + "loss": 2.9543, + "step": 900 + }, + { + "epoch": 1.36, + "learning_rate": 2.9794931506849316e-05, + "loss": 2.8562, + "step": 1000 + }, + { + "epoch": 1.36, + "eval_cer": 0.9688746571075726, + "eval_loss": 2.572427749633789, + "eval_runtime": 181.698, + "eval_samples_per_second": 31.839, + "eval_steps_per_second": 3.985, + "eval_wer": 1.000195798718917, + "step": 1000 + }, + { + "epoch": 1.5, + "learning_rate": 2.975383561643836e-05, + "loss": 2.4048, + "step": 1100 + }, + { + "epoch": 1.63, + "learning_rate": 2.9712739726027397e-05, + "loss": 1.8048, + "step": 1200 + }, + { + "epoch": 1.77, + "learning_rate": 2.9671643835616437e-05, + "loss": 1.4934, + "step": 1300 + }, + { + "epoch": 1.9, + "learning_rate": 2.963054794520548e-05, + "loss": 1.3479, + "step": 1400 + }, + { + "epoch": 2.04, + "learning_rate": 2.958945205479452e-05, + "loss": 1.2709, + "step": 1500 + }, + { + "epoch": 2.04, + "eval_cer": 0.14714593283133517, + "eval_loss": 0.627841591835022, + "eval_runtime": 182.0469, + "eval_samples_per_second": 31.778, + "eval_steps_per_second": 3.977, + "eval_wer": 0.6477860759139604, + "step": 1500 + }, + { + "epoch": 2.18, + "learning_rate": 2.954835616438356e-05, + "loss": 1.2006, + "step": 1600 + }, + { + "epoch": 2.31, + "learning_rate": 2.9507260273972602e-05, + "loss": 1.1673, + "step": 1700 + }, + { + "epoch": 2.45, + "learning_rate": 2.9466164383561646e-05, + "loss": 1.1086, + "step": 1800 + }, + { + "epoch": 2.58, + "learning_rate": 2.9425068493150686e-05, + "loss": 1.1001, + "step": 1900 + }, + { + "epoch": 2.72, + "learning_rate": 2.938397260273973e-05, + "loss": 1.0817, + "step": 2000 + }, + { + "epoch": 2.72, + "eval_cer": 0.13037744578383478, + "eval_loss": 0.49887609481811523, + "eval_runtime": 182.7109, + "eval_samples_per_second": 31.662, + "eval_steps_per_second": 3.963, + "eval_wer": 0.5931022908450113, + "step": 2000 + }, + { + "epoch": 2.86, + "learning_rate": 2.9342876712328767e-05, + "loss": 1.0541, + "step": 2100 + }, + { + "epoch": 2.99, + "learning_rate": 2.9301780821917807e-05, + "loss": 1.0207, + "step": 2200 + }, + { + "epoch": 3.13, + "learning_rate": 2.926068493150685e-05, + "loss": 1.0096, + "step": 2300 + }, + { + "epoch": 3.27, + "learning_rate": 2.921958904109589e-05, + "loss": 1.0009, + "step": 2400 + }, + { + "epoch": 3.4, + "learning_rate": 2.917849315068493e-05, + "loss": 0.9801, + "step": 2500 + }, + { + "epoch": 3.4, + "eval_cer": 0.12254146584918926, + "eval_loss": 0.4582485854625702, + "eval_runtime": 183.1019, + "eval_samples_per_second": 31.594, + "eval_steps_per_second": 3.954, + "eval_wer": 0.5667254062823418, + "step": 2500 + }, + { + "epoch": 3.54, + "learning_rate": 2.913739726027397e-05, + "loss": 0.9825, + "step": 2600 + }, + { + "epoch": 3.67, + "learning_rate": 2.9096301369863015e-05, + "loss": 0.9554, + "step": 2700 + }, + { + "epoch": 3.81, + "learning_rate": 2.9055205479452056e-05, + "loss": 0.949, + "step": 2800 + }, + { + "epoch": 3.94, + "learning_rate": 2.90141095890411e-05, + "loss": 0.9483, + "step": 2900 + }, + { + "epoch": 4.08, + "learning_rate": 2.8973013698630136e-05, + "loss": 0.951, + "step": 3000 + }, + { + "epoch": 4.08, + "eval_cer": 0.11486213265428794, + "eval_loss": 0.423878937959671, + "eval_runtime": 182.3878, + "eval_samples_per_second": 31.718, + "eval_steps_per_second": 3.97, + "eval_wer": 0.5381387933204665, + "step": 3000 + }, + { + "epoch": 4.22, + "learning_rate": 2.893191780821918e-05, + "loss": 0.9187, + "step": 3100 + }, + { + "epoch": 4.35, + "learning_rate": 2.889082191780822e-05, + "loss": 0.9168, + "step": 3200 + }, + { + "epoch": 4.49, + "learning_rate": 2.884972602739726e-05, + "loss": 0.9142, + "step": 3300 + }, + { + "epoch": 4.63, + "learning_rate": 2.88086301369863e-05, + "loss": 0.9004, + "step": 3400 + }, + { + "epoch": 4.76, + "learning_rate": 2.876753424657534e-05, + "loss": 0.8834, + "step": 3500 + }, + { + "epoch": 4.76, + "eval_cer": 0.10923377886580475, + "eval_loss": 0.401634156703949, + "eval_runtime": 181.0407, + "eval_samples_per_second": 31.954, + "eval_steps_per_second": 3.999, + "eval_wer": 0.5158177393639338, + "step": 3500 + }, + { + "epoch": 4.9, + "learning_rate": 2.8726438356164385e-05, + "loss": 0.8878, + "step": 3600 + }, + { + "epoch": 5.03, + "learning_rate": 2.8685342465753425e-05, + "loss": 0.894, + "step": 3700 + }, + { + "epoch": 5.17, + "learning_rate": 2.864424657534247e-05, + "loss": 0.869, + "step": 3800 + }, + { + "epoch": 5.31, + "learning_rate": 2.8603150684931506e-05, + "loss": 0.8725, + "step": 3900 + }, + { + "epoch": 5.44, + "learning_rate": 2.856205479452055e-05, + "loss": 0.857, + "step": 4000 + }, + { + "epoch": 5.44, + "eval_cer": 0.10468009457091544, + "eval_loss": 0.37850794196128845, + "eval_runtime": 181.627, + "eval_samples_per_second": 31.851, + "eval_steps_per_second": 3.986, + "eval_wer": 0.49920281950155243, + "step": 4000 + }, + { + "epoch": 5.58, + "learning_rate": 2.852095890410959e-05, + "loss": 0.8585, + "step": 4100 + }, + { + "epoch": 5.71, + "learning_rate": 2.847986301369863e-05, + "loss": 0.852, + "step": 4200 + }, + { + "epoch": 5.85, + "learning_rate": 2.843876712328767e-05, + "loss": 0.8475, + "step": 4300 + }, + { + "epoch": 5.99, + "learning_rate": 2.839808219178082e-05, + "loss": 0.8449, + "step": 4400 + }, + { + "epoch": 6.12, + "learning_rate": 2.8356986301369865e-05, + "loss": 0.8307, + "step": 4500 + }, + { + "epoch": 6.12, + "eval_cer": 0.10036320185936037, + "eval_loss": 0.37201541662216187, + "eval_runtime": 181.3973, + "eval_samples_per_second": 31.891, + "eval_steps_per_second": 3.991, + "eval_wer": 0.481105423624514, + "step": 4500 + }, + { + "epoch": 6.26, + "learning_rate": 2.8315890410958906e-05, + "loss": 0.8348, + "step": 4600 + }, + { + "epoch": 6.39, + "learning_rate": 2.8274794520547946e-05, + "loss": 0.824, + "step": 4700 + }, + { + "epoch": 6.53, + "learning_rate": 2.8233698630136986e-05, + "loss": 0.8131, + "step": 4800 + }, + { + "epoch": 6.67, + "learning_rate": 2.8193013698630137e-05, + "loss": 0.8166, + "step": 4900 + }, + { + "epoch": 6.8, + "learning_rate": 2.815191780821918e-05, + "loss": 0.805, + "step": 5000 + }, + { + "epoch": 6.8, + "eval_cer": 0.09372210868369381, + "eval_loss": 0.34496384859085083, + "eval_runtime": 181.4357, + "eval_samples_per_second": 31.885, + "eval_steps_per_second": 3.99, + "eval_wer": 0.45366563173058094, + "step": 5000 + }, + { + "epoch": 6.94, + "learning_rate": 2.8110821917808218e-05, + "loss": 0.8018, + "step": 5100 + }, + { + "epoch": 7.07, + "learning_rate": 2.806972602739726e-05, + "loss": 0.8018, + "step": 5200 + }, + { + "epoch": 7.21, + "learning_rate": 2.8028630136986302e-05, + "loss": 0.8098, + "step": 5300 + }, + { + "epoch": 7.35, + "learning_rate": 2.7987534246575345e-05, + "loss": 0.7855, + "step": 5400 + }, + { + "epoch": 7.48, + "learning_rate": 2.7946438356164386e-05, + "loss": 0.7828, + "step": 5500 + }, + { + "epoch": 7.48, + "eval_cer": 0.09120118905804309, + "eval_loss": 0.34213975071907043, + "eval_runtime": 182.0382, + "eval_samples_per_second": 31.779, + "eval_steps_per_second": 3.977, + "eval_wer": 0.4460015104472602, + "step": 5500 + }, + { + "epoch": 7.62, + "learning_rate": 2.7905342465753423e-05, + "loss": 0.7768, + "step": 5600 + }, + { + "epoch": 7.75, + "learning_rate": 2.7864246575342466e-05, + "loss": 0.7881, + "step": 5700 + }, + { + "epoch": 7.89, + "learning_rate": 2.7823150684931507e-05, + "loss": 0.7831, + "step": 5800 + }, + { + "epoch": 8.03, + "learning_rate": 2.778205479452055e-05, + "loss": 0.7915, + "step": 5900 + }, + { + "epoch": 8.16, + "learning_rate": 2.7740958904109587e-05, + "loss": 0.7789, + "step": 6000 + }, + { + "epoch": 8.16, + "eval_cer": 0.08897170522726527, + "eval_loss": 0.32954761385917664, + "eval_runtime": 181.2086, + "eval_samples_per_second": 31.925, + "eval_steps_per_second": 3.995, + "eval_wer": 0.43366619115549215, + "step": 6000 + }, + { + "epoch": 8.3, + "learning_rate": 2.769986301369863e-05, + "loss": 0.7599, + "step": 6100 + }, + { + "epoch": 8.43, + "learning_rate": 2.765876712328767e-05, + "loss": 0.7774, + "step": 6200 + }, + { + "epoch": 8.57, + "learning_rate": 2.7617671232876715e-05, + "loss": 0.7655, + "step": 6300 + }, + { + "epoch": 8.71, + "learning_rate": 2.7576575342465756e-05, + "loss": 0.7513, + "step": 6400 + }, + { + "epoch": 8.84, + "learning_rate": 2.7535479452054792e-05, + "loss": 0.755, + "step": 6500 + }, + { + "epoch": 8.84, + "eval_cer": 0.08615206391186982, + "eval_loss": 0.32569244503974915, + "eval_runtime": 181.8099, + "eval_samples_per_second": 31.819, + "eval_steps_per_second": 3.982, + "eval_wer": 0.4221979804760706, + "step": 6500 + }, + { + "epoch": 8.98, + "learning_rate": 2.7494383561643836e-05, + "loss": 0.7566, + "step": 6600 + }, + { + "epoch": 9.12, + "learning_rate": 2.7453287671232877e-05, + "loss": 0.7571, + "step": 6700 + }, + { + "epoch": 9.25, + "learning_rate": 2.741219178082192e-05, + "loss": 0.7515, + "step": 6800 + }, + { + "epoch": 9.39, + "learning_rate": 2.7371095890410957e-05, + "loss": 0.7427, + "step": 6900 + }, + { + "epoch": 9.52, + "learning_rate": 2.733e-05, + "loss": 0.7464, + "step": 7000 + }, + { + "epoch": 9.52, + "eval_cer": 0.0846548125157102, + "eval_loss": 0.3269043266773224, + "eval_runtime": 180.9905, + "eval_samples_per_second": 31.963, + "eval_steps_per_second": 4.0, + "eval_wer": 0.41548488154177504, + "step": 7000 + }, + { + "epoch": 9.66, + "learning_rate": 2.728890410958904e-05, + "loss": 0.7414, + "step": 7100 + }, + { + "epoch": 9.8, + "learning_rate": 2.7247808219178085e-05, + "loss": 0.7316, + "step": 7200 + }, + { + "epoch": 9.93, + "learning_rate": 2.7206712328767125e-05, + "loss": 0.737, + "step": 7300 + }, + { + "epoch": 10.07, + "learning_rate": 2.7165616438356166e-05, + "loss": 0.7284, + "step": 7400 + }, + { + "epoch": 10.2, + "learning_rate": 2.7124520547945206e-05, + "loss": 0.7293, + "step": 7500 + }, + { + "epoch": 10.2, + "eval_cer": 0.08234882678877826, + "eval_loss": 0.3121315836906433, + "eval_runtime": 181.2877, + "eval_samples_per_second": 31.911, + "eval_steps_per_second": 3.994, + "eval_wer": 0.4025341948476966, + "step": 7500 + }, + { + "epoch": 10.34, + "learning_rate": 2.7083424657534246e-05, + "loss": 0.7247, + "step": 7600 + }, + { + "epoch": 10.48, + "learning_rate": 2.704232876712329e-05, + "loss": 0.7238, + "step": 7700 + }, + { + "epoch": 10.61, + "learning_rate": 2.7001643835616437e-05, + "loss": 0.7184, + "step": 7800 + }, + { + "epoch": 10.75, + "learning_rate": 2.696054794520548e-05, + "loss": 0.7322, + "step": 7900 + }, + { + "epoch": 10.88, + "learning_rate": 2.691945205479452e-05, + "loss": 0.7283, + "step": 8000 + }, + { + "epoch": 10.88, + "eval_cer": 0.07888074082979056, + "eval_loss": 0.29910361766815186, + "eval_runtime": 182.8781, + "eval_samples_per_second": 31.633, + "eval_steps_per_second": 3.959, + "eval_wer": 0.3940589074431484, + "step": 8000 + }, + { + "epoch": 11.02, + "learning_rate": 2.6878356164383562e-05, + "loss": 0.7144, + "step": 8100 + }, + { + "epoch": 11.16, + "learning_rate": 2.6837260273972602e-05, + "loss": 0.7199, + "step": 8200 + }, + { + "epoch": 11.29, + "learning_rate": 2.6796575342465753e-05, + "loss": 0.7194, + "step": 8300 + }, + { + "epoch": 11.43, + "learning_rate": 2.6755479452054797e-05, + "loss": 0.7171, + "step": 8400 + }, + { + "epoch": 11.56, + "learning_rate": 2.6714383561643837e-05, + "loss": 0.7145, + "step": 8500 + }, + { + "epoch": 11.56, + "eval_cer": 0.07858201914004583, + "eval_loss": 0.2960781455039978, + "eval_runtime": 181.1035, + "eval_samples_per_second": 31.943, + "eval_steps_per_second": 3.998, + "eval_wer": 0.3867863835976616, + "step": 8500 + }, + { + "epoch": 11.7, + "learning_rate": 2.6673287671232877e-05, + "loss": 0.7073, + "step": 8600 + }, + { + "epoch": 11.84, + "learning_rate": 2.6632191780821918e-05, + "loss": 0.7124, + "step": 8700 + }, + { + "epoch": 11.97, + "learning_rate": 2.6591095890410958e-05, + "loss": 0.7041, + "step": 8800 + }, + { + "epoch": 12.11, + "learning_rate": 2.655e-05, + "loss": 0.7048, + "step": 8900 + }, + { + "epoch": 12.24, + "learning_rate": 2.6508904109589042e-05, + "loss": 0.6963, + "step": 9000 + }, + { + "epoch": 12.24, + "eval_cer": 0.07668768647337187, + "eval_loss": 0.2972111105918884, + "eval_runtime": 181.6459, + "eval_samples_per_second": 31.848, + "eval_steps_per_second": 3.986, + "eval_wer": 0.3783670386842326, + "step": 9000 + }, + { + "epoch": 12.38, + "learning_rate": 2.6467808219178082e-05, + "loss": 0.6894, + "step": 9100 + }, + { + "epoch": 12.52, + "learning_rate": 2.6426712328767123e-05, + "loss": 0.6965, + "step": 9200 + }, + { + "epoch": 12.65, + "learning_rate": 2.6385616438356166e-05, + "loss": 0.688, + "step": 9300 + }, + { + "epoch": 12.79, + "learning_rate": 2.6344520547945207e-05, + "loss": 0.6864, + "step": 9400 + }, + { + "epoch": 12.92, + "learning_rate": 2.6303424657534247e-05, + "loss": 0.6981, + "step": 9500 + }, + { + "epoch": 12.92, + "eval_cer": 0.07572230540285534, + "eval_loss": 0.2879623770713806, + "eval_runtime": 181.933, + "eval_samples_per_second": 31.797, + "eval_steps_per_second": 3.979, + "eval_wer": 0.3750384604626444, + "step": 9500 + }, + { + "epoch": 13.06, + "learning_rate": 2.6262328767123287e-05, + "loss": 0.6897, + "step": 9600 + }, + { + "epoch": 13.2, + "learning_rate": 2.622123287671233e-05, + "loss": 0.682, + "step": 9700 + }, + { + "epoch": 13.33, + "learning_rate": 2.618013698630137e-05, + "loss": 0.6844, + "step": 9800 + }, + { + "epoch": 13.47, + "learning_rate": 2.613904109589041e-05, + "loss": 0.6784, + "step": 9900 + }, + { + "epoch": 13.6, + "learning_rate": 2.6097945205479452e-05, + "loss": 0.6888, + "step": 10000 + }, + { + "epoch": 13.6, + "eval_cer": 0.07447277443233771, + "eval_loss": 0.28652679920196533, + "eval_runtime": 180.8574, + "eval_samples_per_second": 31.987, + "eval_steps_per_second": 4.003, + "eval_wer": 0.3702833487175184, + "step": 10000 + }, + { + "epoch": 13.74, + "learning_rate": 2.6056849315068492e-05, + "loss": 0.6789, + "step": 10100 + }, + { + "epoch": 13.88, + "learning_rate": 2.6015753424657536e-05, + "loss": 0.6783, + "step": 10200 + }, + { + "epoch": 14.01, + "learning_rate": 2.5975068493150687e-05, + "loss": 0.6824, + "step": 10300 + }, + { + "epoch": 14.15, + "learning_rate": 2.5933972602739724e-05, + "loss": 0.6678, + "step": 10400 + }, + { + "epoch": 14.29, + "learning_rate": 2.5892876712328767e-05, + "loss": 0.6733, + "step": 10500 + }, + { + "epoch": 14.29, + "eval_cer": 0.07442177316823495, + "eval_loss": 0.28869137167930603, + "eval_runtime": 181.5666, + "eval_samples_per_second": 31.862, + "eval_steps_per_second": 3.988, + "eval_wer": 0.3663394030936198, + "step": 10500 + }, + { + "epoch": 14.42, + "learning_rate": 2.5851780821917808e-05, + "loss": 0.6655, + "step": 10600 + }, + { + "epoch": 14.56, + "learning_rate": 2.581068493150685e-05, + "loss": 0.6647, + "step": 10700 + }, + { + "epoch": 14.69, + "learning_rate": 2.576958904109589e-05, + "loss": 0.6739, + "step": 10800 + }, + { + "epoch": 14.83, + "learning_rate": 2.5728493150684932e-05, + "loss": 0.6784, + "step": 10900 + }, + { + "epoch": 14.97, + "learning_rate": 2.5687397260273973e-05, + "loss": 0.6701, + "step": 11000 + }, + { + "epoch": 14.97, + "eval_cer": 0.07352196515156482, + "eval_loss": 0.285683274269104, + "eval_runtime": 183.1662, + "eval_samples_per_second": 31.583, + "eval_steps_per_second": 3.953, + "eval_wer": 0.36236748622416154, + "step": 11000 + }, + { + "epoch": 15.1, + "learning_rate": 2.5646301369863016e-05, + "loss": 0.6692, + "step": 11100 + }, + { + "epoch": 15.24, + "learning_rate": 2.5605205479452057e-05, + "loss": 0.6654, + "step": 11200 + }, + { + "epoch": 15.37, + "learning_rate": 2.5564109589041097e-05, + "loss": 0.6574, + "step": 11300 + }, + { + "epoch": 15.51, + "learning_rate": 2.5523013698630137e-05, + "loss": 0.6599, + "step": 11400 + }, + { + "epoch": 15.65, + "learning_rate": 2.5481917808219178e-05, + "loss": 0.6634, + "step": 11500 + }, + { + "epoch": 15.65, + "eval_cer": 0.07227607712848311, + "eval_loss": 0.28218305110931396, + "eval_runtime": 183.0801, + "eval_samples_per_second": 31.598, + "eval_steps_per_second": 3.955, + "eval_wer": 0.3581438281446673, + "step": 11500 + }, + { + "epoch": 15.78, + "learning_rate": 2.544082191780822e-05, + "loss": 0.6693, + "step": 11600 + }, + { + "epoch": 15.92, + "learning_rate": 2.5399726027397258e-05, + "loss": 0.6695, + "step": 11700 + }, + { + "epoch": 16.05, + "learning_rate": 2.5358630136986302e-05, + "loss": 0.6716, + "step": 11800 + }, + { + "epoch": 16.19, + "learning_rate": 2.5317534246575342e-05, + "loss": 0.6518, + "step": 11900 + }, + { + "epoch": 16.33, + "learning_rate": 2.5276438356164386e-05, + "loss": 0.6484, + "step": 12000 + }, + { + "epoch": 16.33, + "eval_cer": 0.07062217899257932, + "eval_loss": 0.27775853872299194, + "eval_runtime": 180.6027, + "eval_samples_per_second": 32.032, + "eval_steps_per_second": 4.009, + "eval_wer": 0.3503398506335487, + "step": 12000 + }, + { + "epoch": 16.46, + "learning_rate": 2.5235342465753426e-05, + "loss": 0.6481, + "step": 12100 + }, + { + "epoch": 16.6, + "learning_rate": 2.5194246575342467e-05, + "loss": 0.6438, + "step": 12200 + }, + { + "epoch": 16.73, + "learning_rate": 2.5153150684931507e-05, + "loss": 0.6508, + "step": 12300 + }, + { + "epoch": 16.87, + "learning_rate": 2.5112054794520547e-05, + "loss": 0.6458, + "step": 12400 + }, + { + "epoch": 17.01, + "learning_rate": 2.507095890410959e-05, + "loss": 0.6626, + "step": 12500 + }, + { + "epoch": 17.01, + "eval_cer": 0.06972237097590919, + "eval_loss": 0.26972296833992004, + "eval_runtime": 181.5946, + "eval_samples_per_second": 31.857, + "eval_steps_per_second": 3.987, + "eval_wer": 0.34768258230539006, + "step": 12500 + }, + { + "epoch": 17.14, + "learning_rate": 2.5029863013698628e-05, + "loss": 0.6454, + "step": 12600 + }, + { + "epoch": 17.28, + "learning_rate": 2.498876712328767e-05, + "loss": 0.6475, + "step": 12700 + }, + { + "epoch": 17.41, + "learning_rate": 2.4947671232876712e-05, + "loss": 0.6402, + "step": 12800 + }, + { + "epoch": 17.55, + "learning_rate": 2.4906986301369866e-05, + "loss": 0.6339, + "step": 12900 + }, + { + "epoch": 17.69, + "learning_rate": 2.4865890410958903e-05, + "loss": 0.6341, + "step": 13000 + }, + { + "epoch": 17.69, + "eval_cer": 0.07083711289129808, + "eval_loss": 0.28038930892944336, + "eval_runtime": 180.3906, + "eval_samples_per_second": 32.069, + "eval_steps_per_second": 4.014, + "eval_wer": 0.3510671030180974, + "step": 13000 + }, + { + "epoch": 17.82, + "learning_rate": 2.4824794520547943e-05, + "loss": 0.649, + "step": 13100 + }, + { + "epoch": 17.96, + "learning_rate": 2.4784109589041098e-05, + "loss": 0.6398, + "step": 13200 + }, + { + "epoch": 18.1, + "learning_rate": 2.4743013698630138e-05, + "loss": 0.6472, + "step": 13300 + }, + { + "epoch": 18.23, + "learning_rate": 2.4701917808219178e-05, + "loss": 0.6236, + "step": 13400 + }, + { + "epoch": 18.37, + "learning_rate": 2.466082191780822e-05, + "loss": 0.6402, + "step": 13500 + }, + { + "epoch": 18.37, + "eval_cer": 0.06811947410410815, + "eval_loss": 0.26648715138435364, + "eval_runtime": 181.5264, + "eval_samples_per_second": 31.869, + "eval_steps_per_second": 3.988, + "eval_wer": 0.341836591983441, + "step": 13500 + }, + { + "epoch": 18.5, + "learning_rate": 2.4619726027397262e-05, + "loss": 0.6265, + "step": 13600 + }, + { + "epoch": 18.64, + "learning_rate": 2.4578630136986303e-05, + "loss": 0.6281, + "step": 13700 + }, + { + "epoch": 18.77, + "learning_rate": 2.4537534246575343e-05, + "loss": 0.6352, + "step": 13800 + }, + { + "epoch": 18.91, + "learning_rate": 2.4496438356164383e-05, + "loss": 0.6361, + "step": 13900 + }, + { + "epoch": 19.05, + "learning_rate": 2.4455342465753424e-05, + "loss": 0.6343, + "step": 14000 + }, + { + "epoch": 19.05, + "eval_cer": 0.06866955916693078, + "eval_loss": 0.27482911944389343, + "eval_runtime": 181.3067, + "eval_samples_per_second": 31.907, + "eval_steps_per_second": 3.993, + "eval_wer": 0.3425079018768706, + "step": 14000 + }, + { + "epoch": 19.18, + "learning_rate": 2.4414246575342467e-05, + "loss": 0.6393, + "step": 14100 + }, + { + "epoch": 19.32, + "learning_rate": 2.4373150684931508e-05, + "loss": 0.6341, + "step": 14200 + }, + { + "epoch": 19.46, + "learning_rate": 2.4332054794520548e-05, + "loss": 0.6233, + "step": 14300 + }, + { + "epoch": 19.59, + "learning_rate": 2.4290958904109588e-05, + "loss": 0.6284, + "step": 14400 + }, + { + "epoch": 19.73, + "learning_rate": 2.4249863013698632e-05, + "loss": 0.6383, + "step": 14500 + }, + { + "epoch": 19.73, + "eval_cer": 0.06774425051820927, + "eval_loss": 0.2695872485637665, + "eval_runtime": 183.3905, + "eval_samples_per_second": 31.545, + "eval_steps_per_second": 3.948, + "eval_wer": 0.33831221504293585, + "step": 14500 + }, + { + "epoch": 19.86, + "learning_rate": 2.4208767123287672e-05, + "loss": 0.6282, + "step": 14600 + }, + { + "epoch": 20.0, + "learning_rate": 2.4167671232876713e-05, + "loss": 0.6209, + "step": 14700 + }, + { + "epoch": 20.14, + "learning_rate": 2.4126575342465753e-05, + "loss": 0.6267, + "step": 14800 + }, + { + "epoch": 20.27, + "learning_rate": 2.4085479452054793e-05, + "loss": 0.6343, + "step": 14900 + }, + { + "epoch": 20.41, + "learning_rate": 2.4044383561643837e-05, + "loss": 0.6178, + "step": 15000 + }, + { + "epoch": 20.41, + "eval_cer": 0.06895370906693188, + "eval_loss": 0.27426353096961975, + "eval_runtime": 182.9058, + "eval_samples_per_second": 31.628, + "eval_steps_per_second": 3.958, + "eval_wer": 0.3416967357556432, + "step": 15000 + }, + { + "epoch": 20.54, + "learning_rate": 2.4003287671232877e-05, + "loss": 0.6249, + "step": 15100 + }, + { + "epoch": 20.68, + "learning_rate": 2.3962191780821918e-05, + "loss": 0.6355, + "step": 15200 + }, + { + "epoch": 20.82, + "learning_rate": 2.3921095890410958e-05, + "loss": 0.6267, + "step": 15300 + }, + { + "epoch": 20.95, + "learning_rate": 2.388041095890411e-05, + "loss": 0.6174, + "step": 15400 + }, + { + "epoch": 21.09, + "learning_rate": 2.3839315068493153e-05, + "loss": 0.6097, + "step": 15500 + }, + { + "epoch": 21.09, + "eval_cer": 0.06705937640025791, + "eval_loss": 0.26633238792419434, + "eval_runtime": 179.4572, + "eval_samples_per_second": 32.236, + "eval_steps_per_second": 4.034, + "eval_wer": 0.33523537803138376, + "step": 15500 + }, + { + "epoch": 21.22, + "learning_rate": 2.379821917808219e-05, + "loss": 0.6175, + "step": 15600 + }, + { + "epoch": 21.36, + "learning_rate": 2.3757123287671233e-05, + "loss": 0.6128, + "step": 15700 + }, + { + "epoch": 21.5, + "learning_rate": 2.3716027397260274e-05, + "loss": 0.6184, + "step": 15800 + }, + { + "epoch": 21.63, + "learning_rate": 2.3674931506849317e-05, + "loss": 0.6189, + "step": 15900 + }, + { + "epoch": 21.77, + "learning_rate": 2.3633835616438358e-05, + "loss": 0.6245, + "step": 16000 + }, + { + "epoch": 21.77, + "eval_cer": 0.06646193302076844, + "eval_loss": 0.2684832811355591, + "eval_runtime": 177.8727, + "eval_samples_per_second": 32.523, + "eval_steps_per_second": 4.07, + "eval_wer": 0.33182288607311683, + "step": 16000 + }, + { + "epoch": 21.9, + "learning_rate": 2.3592739726027398e-05, + "loss": 0.6116, + "step": 16100 + }, + { + "epoch": 22.04, + "learning_rate": 2.3551643835616438e-05, + "loss": 0.6161, + "step": 16200 + }, + { + "epoch": 22.18, + "learning_rate": 2.3510547945205482e-05, + "loss": 0.6066, + "step": 16300 + }, + { + "epoch": 22.31, + "learning_rate": 2.3469452054794522e-05, + "loss": 0.6137, + "step": 16400 + }, + { + "epoch": 22.45, + "learning_rate": 2.342835616438356e-05, + "loss": 0.6137, + "step": 16500 + }, + { + "epoch": 22.45, + "eval_cer": 0.06547105131820052, + "eval_loss": 0.26997432112693787, + "eval_runtime": 177.9171, + "eval_samples_per_second": 32.515, + "eval_steps_per_second": 4.069, + "eval_wer": 0.3262006657156443, + "step": 16500 + }, + { + "epoch": 22.58, + "learning_rate": 2.3387260273972603e-05, + "loss": 0.605, + "step": 16600 + }, + { + "epoch": 22.72, + "learning_rate": 2.3346164383561643e-05, + "loss": 0.6315, + "step": 16700 + }, + { + "epoch": 22.86, + "learning_rate": 2.3305068493150687e-05, + "loss": 0.6155, + "step": 16800 + }, + { + "epoch": 22.99, + "learning_rate": 2.3263972602739727e-05, + "loss": 0.602, + "step": 16900 + }, + { + "epoch": 23.13, + "learning_rate": 2.3222876712328768e-05, + "loss": 0.6018, + "step": 17000 + }, + { + "epoch": 23.13, + "eval_cer": 0.06519418731307126, + "eval_loss": 0.2656744122505188, + "eval_runtime": 177.3164, + "eval_samples_per_second": 32.625, + "eval_steps_per_second": 4.083, + "eval_wer": 0.3224525188106626, + "step": 17000 + }, + { + "epoch": 23.27, + "learning_rate": 2.3181780821917808e-05, + "loss": 0.6008, + "step": 17100 + }, + { + "epoch": 23.4, + "learning_rate": 2.314068493150685e-05, + "loss": 0.5924, + "step": 17200 + }, + { + "epoch": 23.54, + "learning_rate": 2.3099589041095892e-05, + "loss": 0.6073, + "step": 17300 + }, + { + "epoch": 23.67, + "learning_rate": 2.305849315068493e-05, + "loss": 0.6079, + "step": 17400 + }, + { + "epoch": 23.81, + "learning_rate": 2.3017397260273973e-05, + "loss": 0.6063, + "step": 17500 + }, + { + "epoch": 23.81, + "eval_cer": 0.0663235010182038, + "eval_loss": 0.2664479613304138, + "eval_runtime": 178.312, + "eval_samples_per_second": 32.443, + "eval_steps_per_second": 4.06, + "eval_wer": 0.3276271992391821, + "step": 17500 + }, + { + "epoch": 23.94, + "learning_rate": 2.2976301369863013e-05, + "loss": 0.6066, + "step": 17600 + }, + { + "epoch": 24.08, + "learning_rate": 2.2935205479452057e-05, + "loss": 0.61, + "step": 17700 + }, + { + "epoch": 24.22, + "learning_rate": 2.2894109589041097e-05, + "loss": 0.601, + "step": 17800 + }, + { + "epoch": 24.35, + "learning_rate": 2.2853013698630137e-05, + "loss": 0.5963, + "step": 17900 + }, + { + "epoch": 24.49, + "learning_rate": 2.2811917808219178e-05, + "loss": 0.5917, + "step": 18000 + }, + { + "epoch": 24.49, + "eval_cer": 0.06583898900922759, + "eval_loss": 0.27249768376350403, + "eval_runtime": 177.5086, + "eval_samples_per_second": 32.59, + "eval_steps_per_second": 4.079, + "eval_wer": 0.3263684931890017, + "step": 18000 + }, + { + "epoch": 24.63, + "learning_rate": 2.277082191780822e-05, + "loss": 0.6039, + "step": 18100 + }, + { + "epoch": 24.76, + "learning_rate": 2.2729726027397262e-05, + "loss": 0.6048, + "step": 18200 + }, + { + "epoch": 24.9, + "learning_rate": 2.26886301369863e-05, + "loss": 0.5955, + "step": 18300 + }, + { + "epoch": 25.03, + "learning_rate": 2.2647534246575342e-05, + "loss": 0.6069, + "step": 18400 + }, + { + "epoch": 25.17, + "learning_rate": 2.2606438356164383e-05, + "loss": 0.5984, + "step": 18500 + }, + { + "epoch": 25.17, + "eval_cer": 0.0642834504540934, + "eval_loss": 0.259331077337265, + "eval_runtime": 175.455, + "eval_samples_per_second": 32.971, + "eval_steps_per_second": 4.126, + "eval_wer": 0.3196553942547062, + "step": 18500 + }, + { + "epoch": 25.31, + "learning_rate": 2.2565342465753426e-05, + "loss": 0.5968, + "step": 18600 + }, + { + "epoch": 25.44, + "learning_rate": 2.2524246575342467e-05, + "loss": 0.5936, + "step": 18700 + }, + { + "epoch": 25.58, + "learning_rate": 2.2483150684931507e-05, + "loss": 0.588, + "step": 18800 + }, + { + "epoch": 25.71, + "learning_rate": 2.2442054794520547e-05, + "loss": 0.5983, + "step": 18900 + }, + { + "epoch": 25.85, + "learning_rate": 2.2401369863013698e-05, + "loss": 0.5949, + "step": 19000 + }, + { + "epoch": 25.85, + "eval_cer": 0.06349657380793652, + "eval_loss": 0.2580772638320923, + "eval_runtime": 174.8765, + "eval_samples_per_second": 33.08, + "eval_steps_per_second": 4.14, + "eval_wer": 0.3161030460686414, + "step": 19000 + }, + { + "epoch": 25.99, + "learning_rate": 2.2360273972602742e-05, + "loss": 0.6001, + "step": 19100 + }, + { + "epoch": 26.12, + "learning_rate": 2.231917808219178e-05, + "loss": 0.5993, + "step": 19200 + }, + { + "epoch": 26.26, + "learning_rate": 2.2278082191780823e-05, + "loss": 0.5972, + "step": 19300 + }, + { + "epoch": 26.39, + "learning_rate": 2.2236986301369863e-05, + "loss": 0.5977, + "step": 19400 + }, + { + "epoch": 26.53, + "learning_rate": 2.2195890410958907e-05, + "loss": 0.5863, + "step": 19500 + }, + { + "epoch": 26.53, + "eval_cer": 0.06387908328870723, + "eval_loss": 0.254349023103714, + "eval_runtime": 174.0753, + "eval_samples_per_second": 33.233, + "eval_steps_per_second": 4.159, + "eval_wer": 0.3196274230091466, + "step": 19500 + }, + { + "epoch": 26.67, + "learning_rate": 2.2154794520547944e-05, + "loss": 0.5983, + "step": 19600 + }, + { + "epoch": 26.8, + "learning_rate": 2.2113698630136987e-05, + "loss": 0.5795, + "step": 19700 + }, + { + "epoch": 26.94, + "learning_rate": 2.2072602739726028e-05, + "loss": 0.5825, + "step": 19800 + }, + { + "epoch": 27.07, + "learning_rate": 2.203150684931507e-05, + "loss": 0.592, + "step": 19900 + }, + { + "epoch": 27.21, + "learning_rate": 2.199041095890411e-05, + "loss": 0.5858, + "step": 20000 + }, + { + "epoch": 27.21, + "eval_cer": 0.06275341253101059, + "eval_loss": 0.26198887825012207, + "eval_runtime": 173.0756, + "eval_samples_per_second": 33.425, + "eval_steps_per_second": 4.183, + "eval_wer": 0.3135856339682806, + "step": 20000 + }, + { + "epoch": 27.35, + "learning_rate": 2.194931506849315e-05, + "loss": 0.5922, + "step": 20100 + }, + { + "epoch": 27.48, + "learning_rate": 2.1908219178082192e-05, + "loss": 0.5786, + "step": 20200 + }, + { + "epoch": 27.62, + "learning_rate": 2.1867123287671233e-05, + "loss": 0.5937, + "step": 20300 + }, + { + "epoch": 27.75, + "learning_rate": 2.1826027397260276e-05, + "loss": 0.5872, + "step": 20400 + }, + { + "epoch": 27.89, + "learning_rate": 2.1784931506849313e-05, + "loss": 0.5902, + "step": 20500 + }, + { + "epoch": 27.89, + "eval_cer": 0.0626914824246001, + "eval_loss": 0.25490838289260864, + "eval_runtime": 171.8594, + "eval_samples_per_second": 33.661, + "eval_steps_per_second": 4.213, + "eval_wer": 0.315683477385248, + "step": 20500 + }, + { + "epoch": 28.03, + "learning_rate": 2.1743835616438357e-05, + "loss": 0.5874, + "step": 20600 + }, + { + "epoch": 28.16, + "learning_rate": 2.1702739726027397e-05, + "loss": 0.584, + "step": 20700 + }, + { + "epoch": 28.3, + "learning_rate": 2.166164383561644e-05, + "loss": 0.5837, + "step": 20800 + }, + { + "epoch": 28.43, + "learning_rate": 2.162054794520548e-05, + "loss": 0.5719, + "step": 20900 + }, + { + "epoch": 28.57, + "learning_rate": 2.157945205479452e-05, + "loss": 0.5794, + "step": 21000 + }, + { + "epoch": 28.57, + "eval_cer": 0.06237090305023989, + "eval_loss": 0.2543303966522217, + "eval_runtime": 172.7958, + "eval_samples_per_second": 33.479, + "eval_steps_per_second": 4.19, + "eval_wer": 0.3136415764593997, + "step": 21000 + }, + { + "epoch": 28.71, + "learning_rate": 2.1538767123287673e-05, + "loss": 0.5835, + "step": 21100 + }, + { + "epoch": 28.84, + "learning_rate": 2.1497671232876713e-05, + "loss": 0.5854, + "step": 21200 + }, + { + "epoch": 28.98, + "learning_rate": 2.1456575342465757e-05, + "loss": 0.5894, + "step": 21300 + }, + { + "epoch": 29.12, + "learning_rate": 2.1415479452054793e-05, + "loss": 0.5807, + "step": 21400 + }, + { + "epoch": 29.25, + "learning_rate": 2.1374383561643837e-05, + "loss": 0.5744, + "step": 21500 + }, + { + "epoch": 29.25, + "eval_cer": 0.06195560704254598, + "eval_loss": 0.2541608214378357, + "eval_runtime": 172.9419, + "eval_samples_per_second": 33.451, + "eval_steps_per_second": 4.186, + "eval_wer": 0.30905429218763114, + "step": 21500 + }, + { + "epoch": 29.39, + "learning_rate": 2.1333287671232878e-05, + "loss": 0.5647, + "step": 21600 + }, + { + "epoch": 29.52, + "learning_rate": 2.1292191780821918e-05, + "loss": 0.5861, + "step": 21700 + }, + { + "epoch": 29.66, + "learning_rate": 2.1251095890410958e-05, + "loss": 0.5678, + "step": 21800 + }, + { + "epoch": 29.8, + "learning_rate": 2.121e-05, + "loss": 0.5672, + "step": 21900 + }, + { + "epoch": 29.93, + "learning_rate": 2.1168904109589042e-05, + "loss": 0.5899, + "step": 22000 + }, + { + "epoch": 29.93, + "eval_cer": 0.06244740494639403, + "eval_loss": 0.25403666496276855, + "eval_runtime": 172.4559, + "eval_samples_per_second": 33.545, + "eval_steps_per_second": 4.198, + "eval_wer": 0.3121591004447428, + "step": 22000 + }, + { + "epoch": 30.07, + "learning_rate": 2.1127808219178083e-05, + "loss": 0.5678, + "step": 22100 + }, + { + "epoch": 30.2, + "learning_rate": 2.1086712328767126e-05, + "loss": 0.5722, + "step": 22200 + }, + { + "epoch": 30.34, + "learning_rate": 2.1045616438356163e-05, + "loss": 0.574, + "step": 22300 + }, + { + "epoch": 30.48, + "learning_rate": 2.1004520547945207e-05, + "loss": 0.5609, + "step": 22400 + }, + { + "epoch": 30.61, + "learning_rate": 2.0963424657534247e-05, + "loss": 0.5597, + "step": 22500 + }, + { + "epoch": 30.61, + "eval_cer": 0.06086636575920846, + "eval_loss": 0.24997848272323608, + "eval_runtime": 173.1294, + "eval_samples_per_second": 33.414, + "eval_steps_per_second": 4.182, + "eval_wer": 0.3056697714749238, + "step": 22500 + }, + { + "epoch": 30.75, + "learning_rate": 2.0922328767123288e-05, + "loss": 0.5693, + "step": 22600 + }, + { + "epoch": 30.88, + "learning_rate": 2.0881232876712328e-05, + "loss": 0.5781, + "step": 22700 + }, + { + "epoch": 31.02, + "learning_rate": 2.0840136986301368e-05, + "loss": 0.5738, + "step": 22800 + }, + { + "epoch": 31.16, + "learning_rate": 2.0799041095890412e-05, + "loss": 0.5634, + "step": 22900 + }, + { + "epoch": 31.29, + "learning_rate": 2.0757945205479452e-05, + "loss": 0.5595, + "step": 23000 + }, + { + "epoch": 31.29, + "eval_cer": 0.06162409882587804, + "eval_loss": 0.2539171874523163, + "eval_runtime": 172.2419, + "eval_samples_per_second": 33.586, + "eval_steps_per_second": 4.203, + "eval_wer": 0.30871863724091636, + "step": 23000 + }, + { + "epoch": 31.43, + "learning_rate": 2.0716849315068496e-05, + "loss": 0.5787, + "step": 23100 + }, + { + "epoch": 31.56, + "learning_rate": 2.0675753424657533e-05, + "loss": 0.5554, + "step": 23200 + }, + { + "epoch": 31.7, + "learning_rate": 2.0634657534246577e-05, + "loss": 0.5579, + "step": 23300 + }, + { + "epoch": 31.84, + "learning_rate": 2.0593972602739727e-05, + "loss": 0.5793, + "step": 23400 + }, + { + "epoch": 31.97, + "learning_rate": 2.0552876712328768e-05, + "loss": 0.5664, + "step": 23500 + }, + { + "epoch": 31.97, + "eval_cer": 0.06100844070920901, + "eval_loss": 0.2503504753112793, + "eval_runtime": 173.2441, + "eval_samples_per_second": 33.392, + "eval_steps_per_second": 4.179, + "eval_wer": 0.30695644877066375, + "step": 23500 + }, + { + "epoch": 32.11, + "learning_rate": 2.0511780821917808e-05, + "loss": 0.5636, + "step": 23600 + }, + { + "epoch": 32.24, + "learning_rate": 2.047068493150685e-05, + "loss": 0.5659, + "step": 23700 + }, + { + "epoch": 32.38, + "learning_rate": 2.0429589041095892e-05, + "loss": 0.5583, + "step": 23800 + }, + { + "epoch": 32.52, + "learning_rate": 2.0388493150684932e-05, + "loss": 0.5721, + "step": 23900 + }, + { + "epoch": 32.65, + "learning_rate": 2.0347397260273973e-05, + "loss": 0.5608, + "step": 24000 + }, + { + "epoch": 32.65, + "eval_cer": 0.06109587144767088, + "eval_loss": 0.2535480260848999, + "eval_runtime": 172.114, + "eval_samples_per_second": 33.611, + "eval_steps_per_second": 4.207, + "eval_wer": 0.30664876506950856, + "step": 24000 + }, + { + "epoch": 32.79, + "learning_rate": 2.0306301369863013e-05, + "loss": 0.5585, + "step": 24100 + }, + { + "epoch": 32.92, + "learning_rate": 2.0265205479452057e-05, + "loss": 0.5556, + "step": 24200 + }, + { + "epoch": 33.06, + "learning_rate": 2.0224109589041097e-05, + "loss": 0.564, + "step": 24300 + }, + { + "epoch": 33.2, + "learning_rate": 2.0183013698630138e-05, + "loss": 0.5563, + "step": 24400 + }, + { + "epoch": 33.33, + "learning_rate": 2.0141917808219178e-05, + "loss": 0.5557, + "step": 24500 + }, + { + "epoch": 33.33, + "eval_cer": 0.060757077336131116, + "eval_loss": 0.2538328170776367, + "eval_runtime": 174.344, + "eval_samples_per_second": 33.182, + "eval_steps_per_second": 4.153, + "eval_wer": 0.3047187491258986, + "step": 24500 + }, + { + "epoch": 33.47, + "learning_rate": 2.0100821917808218e-05, + "loss": 0.5499, + "step": 24600 + }, + { + "epoch": 33.6, + "learning_rate": 2.0059726027397262e-05, + "loss": 0.553, + "step": 24700 + }, + { + "epoch": 33.74, + "learning_rate": 2.0018630136986302e-05, + "loss": 0.5634, + "step": 24800 + }, + { + "epoch": 33.88, + "learning_rate": 1.9977534246575343e-05, + "loss": 0.5565, + "step": 24900 + }, + { + "epoch": 34.01, + "learning_rate": 1.9936438356164383e-05, + "loss": 0.5741, + "step": 25000 + }, + { + "epoch": 34.01, + "eval_cer": 0.05957676236689581, + "eval_loss": 0.24800847470760345, + "eval_runtime": 172.8392, + "eval_samples_per_second": 33.47, + "eval_steps_per_second": 4.189, + "eval_wer": 0.3008866884842382, + "step": 25000 + }, + { + "epoch": 34.15, + "learning_rate": 1.9895342465753427e-05, + "loss": 0.5386, + "step": 25100 + }, + { + "epoch": 34.29, + "learning_rate": 1.9854657534246577e-05, + "loss": 0.5617, + "step": 25200 + }, + { + "epoch": 34.42, + "learning_rate": 1.9813561643835614e-05, + "loss": 0.5542, + "step": 25300 + }, + { + "epoch": 34.56, + "learning_rate": 1.9772465753424658e-05, + "loss": 0.5577, + "step": 25400 + }, + { + "epoch": 34.69, + "learning_rate": 1.97313698630137e-05, + "loss": 0.5614, + "step": 25500 + }, + { + "epoch": 34.69, + "eval_cer": 0.06007948911305159, + "eval_loss": 0.2516026198863983, + "eval_runtime": 173.6005, + "eval_samples_per_second": 33.324, + "eval_steps_per_second": 4.17, + "eval_wer": 0.30329221560236075, + "step": 25500 + }, + { + "epoch": 34.83, + "learning_rate": 1.9690273972602742e-05, + "loss": 0.5467, + "step": 25600 + }, + { + "epoch": 34.97, + "learning_rate": 1.9649178082191782e-05, + "loss": 0.555, + "step": 25700 + }, + { + "epoch": 35.1, + "learning_rate": 1.9608082191780823e-05, + "loss": 0.5634, + "step": 25800 + }, + { + "epoch": 35.24, + "learning_rate": 1.9566986301369863e-05, + "loss": 0.5521, + "step": 25900 + }, + { + "epoch": 35.37, + "learning_rate": 1.9525890410958903e-05, + "loss": 0.5436, + "step": 26000 + }, + { + "epoch": 35.37, + "eval_cer": 0.060064917323307945, + "eval_loss": 0.2540014684200287, + "eval_runtime": 172.7496, + "eval_samples_per_second": 33.488, + "eval_steps_per_second": 4.191, + "eval_wer": 0.3003552348186065, + "step": 26000 + }, + { + "epoch": 35.51, + "learning_rate": 1.9484794520547947e-05, + "loss": 0.5344, + "step": 26100 + }, + { + "epoch": 35.65, + "learning_rate": 1.9443698630136984e-05, + "loss": 0.5437, + "step": 26200 + }, + { + "epoch": 35.78, + "learning_rate": 1.9402602739726028e-05, + "loss": 0.5534, + "step": 26300 + }, + { + "epoch": 35.92, + "learning_rate": 1.9361506849315068e-05, + "loss": 0.5542, + "step": 26400 + }, + { + "epoch": 36.05, + "learning_rate": 1.9320410958904112e-05, + "loss": 0.555, + "step": 26500 + }, + { + "epoch": 36.05, + "eval_cer": 0.059533046997664874, + "eval_loss": 0.248551145195961, + "eval_runtime": 173.6282, + "eval_samples_per_second": 33.318, + "eval_steps_per_second": 4.17, + "eval_wer": 0.29926435624178344, + "step": 26500 + }, + { + "epoch": 36.19, + "learning_rate": 1.9279315068493152e-05, + "loss": 0.5462, + "step": 26600 + }, + { + "epoch": 36.33, + "learning_rate": 1.9238219178082192e-05, + "loss": 0.5573, + "step": 26700 + }, + { + "epoch": 36.46, + "learning_rate": 1.9197123287671233e-05, + "loss": 0.549, + "step": 26800 + }, + { + "epoch": 36.6, + "learning_rate": 1.9156027397260273e-05, + "loss": 0.5443, + "step": 26900 + }, + { + "epoch": 36.73, + "learning_rate": 1.9114931506849317e-05, + "loss": 0.5474, + "step": 27000 + }, + { + "epoch": 36.73, + "eval_cer": 0.05978441037074276, + "eval_loss": 0.2535877823829651, + "eval_runtime": 172.1924, + "eval_samples_per_second": 33.596, + "eval_steps_per_second": 4.205, + "eval_wer": 0.3003272635730469, + "step": 27000 + }, + { + "epoch": 36.87, + "learning_rate": 1.9073835616438354e-05, + "loss": 0.5453, + "step": 27100 + }, + { + "epoch": 37.01, + "learning_rate": 1.9032739726027398e-05, + "loss": 0.5447, + "step": 27200 + }, + { + "epoch": 37.14, + "learning_rate": 1.8991643835616438e-05, + "loss": 0.5458, + "step": 27300 + }, + { + "epoch": 37.28, + "learning_rate": 1.895054794520548e-05, + "loss": 0.5516, + "step": 27400 + }, + { + "epoch": 37.41, + "learning_rate": 1.8909452054794522e-05, + "loss": 0.5352, + "step": 27500 + }, + { + "epoch": 37.41, + "eval_cer": 0.05966055015792177, + "eval_loss": 0.2589070796966553, + "eval_runtime": 172.1763, + "eval_samples_per_second": 33.599, + "eval_steps_per_second": 4.205, + "eval_wer": 0.2985930463483539, + "step": 27500 + }, + { + "epoch": 37.55, + "learning_rate": 1.8868356164383562e-05, + "loss": 0.5552, + "step": 27600 + }, + { + "epoch": 37.69, + "learning_rate": 1.8827260273972603e-05, + "loss": 0.534, + "step": 27700 + }, + { + "epoch": 37.82, + "learning_rate": 1.8786164383561646e-05, + "loss": 0.5425, + "step": 27800 + }, + { + "epoch": 37.96, + "learning_rate": 1.8745068493150687e-05, + "loss": 0.5265, + "step": 27900 + }, + { + "epoch": 38.1, + "learning_rate": 1.8703972602739724e-05, + "loss": 0.5489, + "step": 28000 + }, + { + "epoch": 38.1, + "eval_cer": 0.05855309413740469, + "eval_loss": 0.24846366047859192, + "eval_runtime": 173.2453, + "eval_samples_per_second": 33.392, + "eval_steps_per_second": 4.179, + "eval_wer": 0.2924673435708092, + "step": 28000 + }, + { + "epoch": 38.23, + "learning_rate": 1.8662876712328767e-05, + "loss": 0.5398, + "step": 28100 + }, + { + "epoch": 38.37, + "learning_rate": 1.8621780821917808e-05, + "loss": 0.5359, + "step": 28200 + }, + { + "epoch": 38.5, + "learning_rate": 1.858068493150685e-05, + "loss": 0.5382, + "step": 28300 + }, + { + "epoch": 38.64, + "learning_rate": 1.853958904109589e-05, + "loss": 0.55, + "step": 28400 + }, + { + "epoch": 38.77, + "learning_rate": 1.8498493150684932e-05, + "loss": 0.5438, + "step": 28500 + }, + { + "epoch": 38.77, + "eval_cer": 0.058061296233556645, + "eval_loss": 0.2500339150428772, + "eval_runtime": 172.9708, + "eval_samples_per_second": 33.445, + "eval_steps_per_second": 4.186, + "eval_wer": 0.29076109759167573, + "step": 28500 + }, + { + "epoch": 38.91, + "learning_rate": 1.8457397260273972e-05, + "loss": 0.5322, + "step": 28600 + }, + { + "epoch": 39.05, + "learning_rate": 1.8416301369863016e-05, + "loss": 0.547, + "step": 28700 + }, + { + "epoch": 39.18, + "learning_rate": 1.8375205479452056e-05, + "loss": 0.5283, + "step": 28800 + }, + { + "epoch": 39.32, + "learning_rate": 1.8334109589041093e-05, + "loss": 0.5351, + "step": 28900 + }, + { + "epoch": 39.46, + "learning_rate": 1.8293013698630137e-05, + "loss": 0.541, + "step": 29000 + }, + { + "epoch": 39.46, + "eval_cer": 0.057660572015606384, + "eval_loss": 0.24505586922168732, + "eval_runtime": 172.8598, + "eval_samples_per_second": 33.466, + "eval_steps_per_second": 4.188, + "eval_wer": 0.2879360017901597, + "step": 29000 + }, + { + "epoch": 39.59, + "learning_rate": 1.8251917808219177e-05, + "loss": 0.529, + "step": 29100 + }, + { + "epoch": 39.73, + "learning_rate": 1.821082191780822e-05, + "loss": 0.5343, + "step": 29200 + }, + { + "epoch": 39.86, + "learning_rate": 1.817013698630137e-05, + "loss": 0.531, + "step": 29300 + }, + { + "epoch": 40.0, + "learning_rate": 1.8129041095890412e-05, + "loss": 0.5365, + "step": 29400 + }, + { + "epoch": 40.14, + "learning_rate": 1.8087945205479452e-05, + "loss": 0.5462, + "step": 29500 + }, + { + "epoch": 40.14, + "eval_cer": 0.058050367391248914, + "eval_loss": 0.2509716749191284, + "eval_runtime": 173.388, + "eval_samples_per_second": 33.364, + "eval_steps_per_second": 4.176, + "eval_wer": 0.29347430841095357, + "step": 29500 + }, + { + "epoch": 40.27, + "learning_rate": 1.8046849315068493e-05, + "loss": 0.5332, + "step": 29600 + }, + { + "epoch": 40.41, + "learning_rate": 1.8005753424657537e-05, + "loss": 0.534, + "step": 29700 + }, + { + "epoch": 40.54, + "learning_rate": 1.7964657534246573e-05, + "loss": 0.526, + "step": 29800 + }, + { + "epoch": 40.68, + "learning_rate": 1.7923561643835617e-05, + "loss": 0.523, + "step": 29900 + }, + { + "epoch": 40.82, + "learning_rate": 1.7882465753424657e-05, + "loss": 0.529, + "step": 30000 + }, + { + "epoch": 40.82, + "eval_cer": 0.05748206759124672, + "eval_loss": 0.24347859621047974, + "eval_runtime": 173.8958, + "eval_samples_per_second": 33.267, + "eval_steps_per_second": 4.163, + "eval_wer": 0.2878800592990406, + "step": 30000 + }, + { + "epoch": 40.95, + "learning_rate": 1.78413698630137e-05, + "loss": 0.5513, + "step": 30100 + }, + { + "epoch": 41.09, + "learning_rate": 1.7800273972602738e-05, + "loss": 0.5342, + "step": 30200 + }, + { + "epoch": 41.22, + "learning_rate": 1.7759178082191782e-05, + "loss": 0.5255, + "step": 30300 + }, + { + "epoch": 41.36, + "learning_rate": 1.7718082191780822e-05, + "loss": 0.5303, + "step": 30400 + }, + { + "epoch": 41.5, + "learning_rate": 1.7676986301369863e-05, + "loss": 0.5169, + "step": 30500 + }, + { + "epoch": 41.5, + "eval_cer": 0.057227061270732925, + "eval_loss": 0.2474348396062851, + "eval_runtime": 173.2571, + "eval_samples_per_second": 33.39, + "eval_steps_per_second": 4.179, + "eval_wer": 0.2860339570921093, + "step": 30500 + }, + { + "epoch": 41.63, + "learning_rate": 1.7635890410958906e-05, + "loss": 0.5259, + "step": 30600 + }, + { + "epoch": 41.77, + "learning_rate": 1.7594794520547943e-05, + "loss": 0.5313, + "step": 30700 + }, + { + "epoch": 41.9, + "learning_rate": 1.7553698630136987e-05, + "loss": 0.5214, + "step": 30800 + }, + { + "epoch": 42.04, + "learning_rate": 1.7512602739726027e-05, + "loss": 0.5322, + "step": 30900 + }, + { + "epoch": 42.18, + "learning_rate": 1.747150684931507e-05, + "loss": 0.5281, + "step": 31000 + }, + { + "epoch": 42.18, + "eval_cer": 0.057533068855349485, + "eval_loss": 0.247803196310997, + "eval_runtime": 173.4991, + "eval_samples_per_second": 33.343, + "eval_steps_per_second": 4.173, + "eval_wer": 0.28838354171911273, + "step": 31000 + }, + { + "epoch": 42.31, + "learning_rate": 1.7430410958904108e-05, + "loss": 0.5398, + "step": 31100 + }, + { + "epoch": 42.45, + "learning_rate": 1.738931506849315e-05, + "loss": 0.5217, + "step": 31200 + }, + { + "epoch": 42.58, + "learning_rate": 1.7348219178082192e-05, + "loss": 0.5252, + "step": 31300 + }, + { + "epoch": 42.72, + "learning_rate": 1.7307534246575343e-05, + "loss": 0.5171, + "step": 31400 + }, + { + "epoch": 42.86, + "learning_rate": 1.7266438356164383e-05, + "loss": 0.527, + "step": 31500 + }, + { + "epoch": 42.86, + "eval_cer": 0.05683362294765449, + "eval_loss": 0.2491973340511322, + "eval_runtime": 172.7352, + "eval_samples_per_second": 33.491, + "eval_steps_per_second": 4.191, + "eval_wer": 0.28452350983189284, + "step": 31500 + }, + { + "epoch": 42.99, + "learning_rate": 1.7225342465753423e-05, + "loss": 0.5211, + "step": 31600 + }, + { + "epoch": 43.13, + "learning_rate": 1.7184246575342467e-05, + "loss": 0.5275, + "step": 31700 + }, + { + "epoch": 43.27, + "learning_rate": 1.7143150684931507e-05, + "loss": 0.5276, + "step": 31800 + }, + { + "epoch": 43.4, + "learning_rate": 1.710205479452055e-05, + "loss": 0.5265, + "step": 31900 + }, + { + "epoch": 43.54, + "learning_rate": 1.7060958904109588e-05, + "loss": 0.5172, + "step": 32000 + }, + { + "epoch": 43.54, + "eval_cer": 0.057522140013041755, + "eval_loss": 0.24510592222213745, + "eval_runtime": 173.916, + "eval_samples_per_second": 33.263, + "eval_steps_per_second": 4.163, + "eval_wer": 0.28846745545579144, + "step": 32000 + }, + { + "epoch": 43.67, + "learning_rate": 1.7019863013698632e-05, + "loss": 0.5128, + "step": 32100 + }, + { + "epoch": 43.81, + "learning_rate": 1.6978767123287672e-05, + "loss": 0.5252, + "step": 32200 + }, + { + "epoch": 43.94, + "learning_rate": 1.6937671232876712e-05, + "loss": 0.5191, + "step": 32300 + }, + { + "epoch": 44.08, + "learning_rate": 1.6896575342465753e-05, + "loss": 0.5243, + "step": 32400 + }, + { + "epoch": 44.22, + "learning_rate": 1.6855479452054793e-05, + "loss": 0.5154, + "step": 32500 + }, + { + "epoch": 44.22, + "eval_cer": 0.05742013748483623, + "eval_loss": 0.24902237951755524, + "eval_runtime": 173.7736, + "eval_samples_per_second": 33.29, + "eval_steps_per_second": 4.166, + "eval_wer": 0.28729266314228974, + "step": 32500 + }, + { + "epoch": 44.35, + "learning_rate": 1.6814383561643837e-05, + "loss": 0.5104, + "step": 32600 + }, + { + "epoch": 44.49, + "learning_rate": 1.6773287671232877e-05, + "loss": 0.5134, + "step": 32700 + }, + { + "epoch": 44.63, + "learning_rate": 1.673219178082192e-05, + "loss": 0.523, + "step": 32800 + }, + { + "epoch": 44.76, + "learning_rate": 1.6691095890410958e-05, + "loss": 0.5105, + "step": 32900 + }, + { + "epoch": 44.9, + "learning_rate": 1.665e-05, + "loss": 0.5129, + "step": 33000 + }, + { + "epoch": 44.9, + "eval_cer": 0.05689191010662907, + "eval_loss": 0.24455302953720093, + "eval_runtime": 173.1245, + "eval_samples_per_second": 33.415, + "eval_steps_per_second": 4.182, + "eval_wer": 0.28527873346200106, + "step": 33000 + }, + { + "epoch": 45.03, + "learning_rate": 1.6608904109589042e-05, + "loss": 0.5144, + "step": 33100 + }, + { + "epoch": 45.17, + "learning_rate": 1.6567808219178082e-05, + "loss": 0.512, + "step": 33200 + }, + { + "epoch": 45.31, + "learning_rate": 1.6526712328767123e-05, + "loss": 0.5043, + "step": 33300 + }, + { + "epoch": 45.44, + "learning_rate": 1.6485616438356163e-05, + "loss": 0.5077, + "step": 33400 + }, + { + "epoch": 45.58, + "learning_rate": 1.6444520547945207e-05, + "loss": 0.5075, + "step": 33500 + }, + { + "epoch": 45.58, + "eval_cer": 0.056531258310473835, + "eval_loss": 0.24853074550628662, + "eval_runtime": 174.3487, + "eval_samples_per_second": 33.181, + "eval_steps_per_second": 4.153, + "eval_wer": 0.28281726385275935, + "step": 33500 + }, + { + "epoch": 45.71, + "learning_rate": 1.6403835616438357e-05, + "loss": 0.5256, + "step": 33600 + }, + { + "epoch": 45.85, + "learning_rate": 1.6362739726027398e-05, + "loss": 0.5199, + "step": 33700 + }, + { + "epoch": 45.99, + "learning_rate": 1.6321643835616438e-05, + "loss": 0.5362, + "step": 33800 + }, + { + "epoch": 46.12, + "learning_rate": 1.628054794520548e-05, + "loss": 0.517, + "step": 33900 + }, + { + "epoch": 46.26, + "learning_rate": 1.6239452054794522e-05, + "loss": 0.5077, + "step": 34000 + }, + { + "epoch": 46.26, + "eval_cer": 0.05590102840406116, + "eval_loss": 0.24523869156837463, + "eval_runtime": 173.6492, + "eval_samples_per_second": 33.314, + "eval_steps_per_second": 4.169, + "eval_wer": 0.28074739168135154, + "step": 34000 + }, + { + "epoch": 46.39, + "learning_rate": 1.6198356164383562e-05, + "loss": 0.513, + "step": 34100 + }, + { + "epoch": 46.53, + "learning_rate": 1.6157260273972603e-05, + "loss": 0.5192, + "step": 34200 + }, + { + "epoch": 46.67, + "learning_rate": 1.6116164383561643e-05, + "loss": 0.5071, + "step": 34300 + }, + { + "epoch": 46.8, + "learning_rate": 1.6075068493150687e-05, + "loss": 0.5207, + "step": 34400 + }, + { + "epoch": 46.94, + "learning_rate": 1.6033972602739727e-05, + "loss": 0.5004, + "step": 34500 + }, + { + "epoch": 46.94, + "eval_cer": 0.05724527600791248, + "eval_loss": 0.2500554025173187, + "eval_runtime": 174.0039, + "eval_samples_per_second": 33.246, + "eval_steps_per_second": 4.161, + "eval_wer": 0.28815977175463625, + "step": 34500 + }, + { + "epoch": 47.07, + "learning_rate": 1.5992876712328767e-05, + "loss": 0.5034, + "step": 34600 + }, + { + "epoch": 47.21, + "learning_rate": 1.5951780821917808e-05, + "loss": 0.5023, + "step": 34700 + }, + { + "epoch": 47.35, + "learning_rate": 1.5910684931506848e-05, + "loss": 0.5056, + "step": 34800 + }, + { + "epoch": 47.48, + "learning_rate": 1.5869589041095892e-05, + "loss": 0.515, + "step": 34900 + }, + { + "epoch": 47.62, + "learning_rate": 1.5828493150684932e-05, + "loss": 0.5319, + "step": 35000 + }, + { + "epoch": 47.62, + "eval_cer": 0.057460209906631254, + "eval_loss": 0.2516151964664459, + "eval_runtime": 174.3742, + "eval_samples_per_second": 33.176, + "eval_steps_per_second": 4.152, + "eval_wer": 0.2856423596542754, + "step": 35000 + }, + { + "epoch": 47.75, + "learning_rate": 1.5787397260273972e-05, + "loss": 0.5089, + "step": 35100 + }, + { + "epoch": 47.89, + "learning_rate": 1.5746301369863013e-05, + "loss": 0.5233, + "step": 35200 + }, + { + "epoch": 48.03, + "learning_rate": 1.5705205479452056e-05, + "loss": 0.5118, + "step": 35300 + }, + { + "epoch": 48.16, + "learning_rate": 1.5664109589041097e-05, + "loss": 0.5121, + "step": 35400 + }, + { + "epoch": 48.3, + "learning_rate": 1.5623013698630137e-05, + "loss": 0.4956, + "step": 35500 + }, + { + "epoch": 48.3, + "eval_cer": 0.056662404418166654, + "eval_loss": 0.2495414763689041, + "eval_runtime": 173.2309, + "eval_samples_per_second": 33.395, + "eval_steps_per_second": 4.179, + "eval_wer": 0.28211798271377025, + "step": 35500 + }, + { + "epoch": 48.43, + "learning_rate": 1.5581917808219177e-05, + "loss": 0.5238, + "step": 35600 + }, + { + "epoch": 48.57, + "learning_rate": 1.554082191780822e-05, + "loss": 0.4927, + "step": 35700 + }, + { + "epoch": 48.71, + "learning_rate": 1.549972602739726e-05, + "loss": 0.5027, + "step": 35800 + }, + { + "epoch": 48.84, + "learning_rate": 1.545904109589041e-05, + "loss": 0.5164, + "step": 35900 + }, + { + "epoch": 48.98, + "learning_rate": 1.5417945205479453e-05, + "loss": 0.5053, + "step": 36000 + }, + { + "epoch": 48.98, + "eval_cer": 0.05651668652073019, + "eval_loss": 0.24815048277378082, + "eval_runtime": 174.3807, + "eval_samples_per_second": 33.175, + "eval_steps_per_second": 4.152, + "eval_wer": 0.28245363766048504, + "step": 36000 + }, + { + "epoch": 49.12, + "learning_rate": 1.5376849315068493e-05, + "loss": 0.5038, + "step": 36100 + }, + { + "epoch": 49.25, + "learning_rate": 1.5335753424657537e-05, + "loss": 0.5158, + "step": 36200 + }, + { + "epoch": 49.39, + "learning_rate": 1.5294657534246577e-05, + "loss": 0.4995, + "step": 36300 + }, + { + "epoch": 49.52, + "learning_rate": 1.5253561643835619e-05, + "loss": 0.5088, + "step": 36400 + }, + { + "epoch": 49.66, + "learning_rate": 1.5212465753424658e-05, + "loss": 0.5014, + "step": 36500 + }, + { + "epoch": 49.66, + "eval_cer": 0.0559156001938048, + "eval_loss": 0.24410146474838257, + "eval_runtime": 172.7818, + "eval_samples_per_second": 33.482, + "eval_steps_per_second": 4.19, + "eval_wer": 0.28077536292691113, + "step": 36500 + }, + { + "epoch": 49.8, + "learning_rate": 1.5171369863013698e-05, + "loss": 0.4999, + "step": 36600 + }, + { + "epoch": 49.93, + "learning_rate": 1.513027397260274e-05, + "loss": 0.4958, + "step": 36700 + }, + { + "epoch": 50.07, + "learning_rate": 1.508917808219178e-05, + "loss": 0.5001, + "step": 36800 + }, + { + "epoch": 50.2, + "learning_rate": 1.5048082191780822e-05, + "loss": 0.5027, + "step": 36900 + }, + { + "epoch": 50.34, + "learning_rate": 1.5006986301369863e-05, + "loss": 0.4945, + "step": 37000 + }, + { + "epoch": 50.34, + "eval_cer": 0.05617424946175452, + "eval_loss": 0.24599410593509674, + "eval_runtime": 173.1481, + "eval_samples_per_second": 33.411, + "eval_steps_per_second": 4.181, + "eval_wer": 0.2806914491902324, + "step": 37000 + }, + { + "epoch": 50.48, + "learning_rate": 1.4966301369863013e-05, + "loss": 0.5061, + "step": 37100 + }, + { + "epoch": 50.61, + "learning_rate": 1.4925205479452055e-05, + "loss": 0.4998, + "step": 37200 + }, + { + "epoch": 50.75, + "learning_rate": 1.4884109589041096e-05, + "loss": 0.5158, + "step": 37300 + }, + { + "epoch": 50.88, + "learning_rate": 1.4843013698630138e-05, + "loss": 0.5096, + "step": 37400 + }, + { + "epoch": 51.02, + "learning_rate": 1.480191780821918e-05, + "loss": 0.51, + "step": 37500 + }, + { + "epoch": 51.02, + "eval_cer": 0.05470249869764629, + "eval_loss": 0.24342398345470428, + "eval_runtime": 173.6876, + "eval_samples_per_second": 33.307, + "eval_steps_per_second": 4.168, + "eval_wer": 0.27409023523817516, + "step": 37500 + }, + { + "epoch": 51.16, + "learning_rate": 1.4760821917808218e-05, + "loss": 0.5041, + "step": 37600 + }, + { + "epoch": 51.29, + "learning_rate": 1.471972602739726e-05, + "loss": 0.4983, + "step": 37700 + }, + { + "epoch": 51.43, + "learning_rate": 1.46786301369863e-05, + "loss": 0.4929, + "step": 37800 + }, + { + "epoch": 51.56, + "learning_rate": 1.4637534246575343e-05, + "loss": 0.492, + "step": 37900 + }, + { + "epoch": 51.7, + "learning_rate": 1.4596438356164383e-05, + "loss": 0.5095, + "step": 38000 + }, + { + "epoch": 51.7, + "eval_cer": 0.055824526507907014, + "eval_loss": 0.24342697858810425, + "eval_runtime": 173.4435, + "eval_samples_per_second": 33.354, + "eval_steps_per_second": 4.174, + "eval_wer": 0.2789572319655394, + "step": 38000 + }, + { + "epoch": 51.84, + "learning_rate": 1.4555342465753425e-05, + "loss": 0.4991, + "step": 38100 + }, + { + "epoch": 51.97, + "learning_rate": 1.4514246575342466e-05, + "loss": 0.4944, + "step": 38200 + }, + { + "epoch": 52.11, + "learning_rate": 1.4473150684931508e-05, + "loss": 0.4887, + "step": 38300 + }, + { + "epoch": 52.24, + "learning_rate": 1.443205479452055e-05, + "loss": 0.4987, + "step": 38400 + }, + { + "epoch": 52.38, + "learning_rate": 1.439095890410959e-05, + "loss": 0.5026, + "step": 38500 + }, + { + "epoch": 52.38, + "eval_cer": 0.055966601457907564, + "eval_loss": 0.2477608025074005, + "eval_runtime": 173.5664, + "eval_samples_per_second": 33.33, + "eval_steps_per_second": 4.171, + "eval_wer": 0.2787054907555033, + "step": 38500 + }, + { + "epoch": 52.52, + "learning_rate": 1.434986301369863e-05, + "loss": 0.4932, + "step": 38600 + }, + { + "epoch": 52.65, + "learning_rate": 1.430876712328767e-05, + "loss": 0.4985, + "step": 38700 + }, + { + "epoch": 52.79, + "learning_rate": 1.4267671232876713e-05, + "loss": 0.4933, + "step": 38800 + }, + { + "epoch": 52.92, + "learning_rate": 1.4226575342465753e-05, + "loss": 0.4926, + "step": 38900 + }, + { + "epoch": 53.06, + "learning_rate": 1.4185479452054795e-05, + "loss": 0.5081, + "step": 39000 + }, + { + "epoch": 53.06, + "eval_cer": 0.056593188416884335, + "eval_loss": 0.2484765350818634, + "eval_runtime": 173.2703, + "eval_samples_per_second": 33.387, + "eval_steps_per_second": 4.178, + "eval_wer": 0.28209001146821067, + "step": 39000 + }, + { + "epoch": 53.2, + "learning_rate": 1.4144383561643835e-05, + "loss": 0.495, + "step": 39100 + }, + { + "epoch": 53.33, + "learning_rate": 1.4103287671232877e-05, + "loss": 0.4925, + "step": 39200 + }, + { + "epoch": 53.47, + "learning_rate": 1.406219178082192e-05, + "loss": 0.4795, + "step": 39300 + }, + { + "epoch": 53.6, + "learning_rate": 1.402109589041096e-05, + "loss": 0.5017, + "step": 39400 + }, + { + "epoch": 53.74, + "learning_rate": 1.398041095890411e-05, + "loss": 0.5021, + "step": 39500 + }, + { + "epoch": 53.74, + "eval_cer": 0.05513600944251976, + "eval_loss": 0.24097368121147156, + "eval_runtime": 172.8291, + "eval_samples_per_second": 33.472, + "eval_steps_per_second": 4.189, + "eval_wer": 0.27520908506055775, + "step": 39500 + }, + { + "epoch": 53.88, + "learning_rate": 1.393931506849315e-05, + "loss": 0.4966, + "step": 39600 + }, + { + "epoch": 54.01, + "learning_rate": 1.3898219178082193e-05, + "loss": 0.505, + "step": 39700 + }, + { + "epoch": 54.15, + "learning_rate": 1.3857123287671233e-05, + "loss": 0.4864, + "step": 39800 + }, + { + "epoch": 54.29, + "learning_rate": 1.3816027397260275e-05, + "loss": 0.5004, + "step": 39900 + }, + { + "epoch": 54.42, + "learning_rate": 1.3774931506849315e-05, + "loss": 0.4945, + "step": 40000 + }, + { + "epoch": 54.42, + "eval_cer": 0.05519429660149434, + "eval_loss": 0.24358148872852325, + "eval_runtime": 173.1127, + "eval_samples_per_second": 33.418, + "eval_steps_per_second": 4.182, + "eval_wer": 0.2765796760929764, + "step": 40000 + }, + { + "epoch": 54.56, + "learning_rate": 1.3733835616438357e-05, + "loss": 0.4904, + "step": 40100 + }, + { + "epoch": 54.69, + "learning_rate": 1.3692739726027398e-05, + "loss": 0.496, + "step": 40200 + }, + { + "epoch": 54.83, + "learning_rate": 1.3651643835616438e-05, + "loss": 0.4893, + "step": 40300 + }, + { + "epoch": 54.97, + "learning_rate": 1.3610547945205478e-05, + "loss": 0.5016, + "step": 40400 + }, + { + "epoch": 55.1, + "learning_rate": 1.356945205479452e-05, + "loss": 0.4882, + "step": 40500 + }, + { + "epoch": 55.1, + "eval_cer": 0.055518518923290454, + "eval_loss": 0.24375249445438385, + "eval_runtime": 172.9154, + "eval_samples_per_second": 33.456, + "eval_steps_per_second": 4.187, + "eval_wer": 0.27685938854857206, + "step": 40500 + }, + { + "epoch": 55.24, + "learning_rate": 1.3528356164383563e-05, + "loss": 0.4938, + "step": 40600 + }, + { + "epoch": 55.37, + "learning_rate": 1.3487260273972603e-05, + "loss": 0.4989, + "step": 40700 + }, + { + "epoch": 55.51, + "learning_rate": 1.3446164383561645e-05, + "loss": 0.4957, + "step": 40800 + }, + { + "epoch": 55.65, + "learning_rate": 1.3405068493150685e-05, + "loss": 0.4963, + "step": 40900 + }, + { + "epoch": 55.78, + "learning_rate": 1.3363972602739727e-05, + "loss": 0.497, + "step": 41000 + }, + { + "epoch": 55.78, + "eval_cer": 0.05499757743995512, + "eval_loss": 0.24226950109004974, + "eval_runtime": 173.1033, + "eval_samples_per_second": 33.419, + "eval_steps_per_second": 4.182, + "eval_wer": 0.2757964812173086, + "step": 41000 + }, + { + "epoch": 55.92, + "learning_rate": 1.3322876712328768e-05, + "loss": 0.4895, + "step": 41100 + }, + { + "epoch": 56.05, + "learning_rate": 1.3281780821917808e-05, + "loss": 0.5024, + "step": 41200 + }, + { + "epoch": 56.19, + "learning_rate": 1.3240684931506848e-05, + "loss": 0.4848, + "step": 41300 + }, + { + "epoch": 56.33, + "learning_rate": 1.319958904109589e-05, + "loss": 0.4944, + "step": 41400 + }, + { + "epoch": 56.46, + "learning_rate": 1.3158493150684932e-05, + "loss": 0.4925, + "step": 41500 + }, + { + "epoch": 56.46, + "eval_cer": 0.05595931556303574, + "eval_loss": 0.24736058712005615, + "eval_runtime": 173.1065, + "eval_samples_per_second": 33.419, + "eval_steps_per_second": 4.182, + "eval_wer": 0.2790411457022181, + "step": 41500 + }, + { + "epoch": 56.6, + "learning_rate": 1.3117397260273973e-05, + "loss": 0.4815, + "step": 41600 + }, + { + "epoch": 56.73, + "learning_rate": 1.3076301369863015e-05, + "loss": 0.489, + "step": 41700 + }, + { + "epoch": 56.87, + "learning_rate": 1.3035205479452055e-05, + "loss": 0.4917, + "step": 41800 + }, + { + "epoch": 57.01, + "learning_rate": 1.2994109589041097e-05, + "loss": 0.4833, + "step": 41900 + }, + { + "epoch": 57.14, + "learning_rate": 1.2953013698630137e-05, + "loss": 0.4894, + "step": 42000 + }, + { + "epoch": 57.14, + "eval_cer": 0.055944743773292095, + "eval_loss": 0.24967217445373535, + "eval_runtime": 174.0793, + "eval_samples_per_second": 33.232, + "eval_steps_per_second": 4.159, + "eval_wer": 0.27971245559564767, + "step": 42000 + }, + { + "epoch": 57.28, + "learning_rate": 1.291191780821918e-05, + "loss": 0.4819, + "step": 42100 + }, + { + "epoch": 57.41, + "learning_rate": 1.2870821917808218e-05, + "loss": 0.4714, + "step": 42200 + }, + { + "epoch": 57.55, + "learning_rate": 1.282972602739726e-05, + "loss": 0.4868, + "step": 42300 + }, + { + "epoch": 57.69, + "learning_rate": 1.278904109589041e-05, + "loss": 0.5001, + "step": 42400 + }, + { + "epoch": 57.82, + "learning_rate": 1.2747945205479453e-05, + "loss": 0.4767, + "step": 42500 + }, + { + "epoch": 57.82, + "eval_cer": 0.055602306714316416, + "eval_loss": 0.25277969241142273, + "eval_runtime": 173.3781, + "eval_samples_per_second": 33.366, + "eval_steps_per_second": 4.176, + "eval_wer": 0.27999216805124333, + "step": 42500 + }, + { + "epoch": 57.96, + "learning_rate": 1.2706849315068493e-05, + "loss": 0.4886, + "step": 42600 + }, + { + "epoch": 58.1, + "learning_rate": 1.2665753424657535e-05, + "loss": 0.4922, + "step": 42700 + }, + { + "epoch": 58.23, + "learning_rate": 1.2624657534246577e-05, + "loss": 0.4815, + "step": 42800 + }, + { + "epoch": 58.37, + "learning_rate": 1.2583561643835616e-05, + "loss": 0.4785, + "step": 42900 + }, + { + "epoch": 58.5, + "learning_rate": 1.2542465753424658e-05, + "loss": 0.4796, + "step": 43000 + }, + { + "epoch": 58.5, + "eval_cer": 0.0549283614386728, + "eval_loss": 0.24632307887077332, + "eval_runtime": 173.4291, + "eval_samples_per_second": 33.357, + "eval_steps_per_second": 4.175, + "eval_wer": 0.2754608262705938, + "step": 43000 + }, + { + "epoch": 58.64, + "learning_rate": 1.2501369863013698e-05, + "loss": 0.4859, + "step": 43100 + }, + { + "epoch": 58.77, + "learning_rate": 1.246027397260274e-05, + "loss": 0.4821, + "step": 43200 + }, + { + "epoch": 58.91, + "learning_rate": 1.241917808219178e-05, + "loss": 0.4844, + "step": 43300 + }, + { + "epoch": 59.05, + "learning_rate": 1.2378082191780823e-05, + "loss": 0.4867, + "step": 43400 + }, + { + "epoch": 59.18, + "learning_rate": 1.2336986301369863e-05, + "loss": 0.4767, + "step": 43500 + }, + { + "epoch": 59.18, + "eval_cer": 0.054768071751492696, + "eval_loss": 0.2451842874288559, + "eval_runtime": 173.5286, + "eval_samples_per_second": 33.337, + "eval_steps_per_second": 4.172, + "eval_wer": 0.27526502755167687, + "step": 43500 + }, + { + "epoch": 59.32, + "learning_rate": 1.2295890410958905e-05, + "loss": 0.4842, + "step": 43600 + }, + { + "epoch": 59.46, + "learning_rate": 1.2254794520547947e-05, + "loss": 0.469, + "step": 43700 + }, + { + "epoch": 59.59, + "learning_rate": 1.2213698630136987e-05, + "loss": 0.4837, + "step": 43800 + }, + { + "epoch": 59.73, + "learning_rate": 1.2172602739726028e-05, + "loss": 0.4799, + "step": 43900 + }, + { + "epoch": 59.86, + "learning_rate": 1.2131506849315068e-05, + "loss": 0.4786, + "step": 44000 + }, + { + "epoch": 59.86, + "eval_cer": 0.05511415175790429, + "eval_loss": 0.24800312519073486, + "eval_runtime": 172.3947, + "eval_samples_per_second": 33.557, + "eval_steps_per_second": 4.2, + "eval_wer": 0.27685938854857206, + "step": 44000 + }, + { + "epoch": 60.0, + "learning_rate": 1.209041095890411e-05, + "loss": 0.4847, + "step": 44100 + }, + { + "epoch": 60.14, + "learning_rate": 1.204931506849315e-05, + "loss": 0.4767, + "step": 44200 + }, + { + "epoch": 60.27, + "learning_rate": 1.2008219178082192e-05, + "loss": 0.4883, + "step": 44300 + }, + { + "epoch": 60.41, + "learning_rate": 1.1967123287671233e-05, + "loss": 0.4762, + "step": 44400 + }, + { + "epoch": 60.54, + "learning_rate": 1.1926027397260275e-05, + "loss": 0.4804, + "step": 44500 + }, + { + "epoch": 60.54, + "eval_cer": 0.05562052145149598, + "eval_loss": 0.25136998295783997, + "eval_runtime": 173.2562, + "eval_samples_per_second": 33.39, + "eval_steps_per_second": 4.179, + "eval_wer": 0.27892926071997987, + "step": 44500 + }, + { + "epoch": 60.68, + "learning_rate": 1.1884931506849317e-05, + "loss": 0.4731, + "step": 44600 + }, + { + "epoch": 60.82, + "learning_rate": 1.1843835616438357e-05, + "loss": 0.4795, + "step": 44700 + }, + { + "epoch": 60.95, + "learning_rate": 1.1802739726027399e-05, + "loss": 0.4638, + "step": 44800 + }, + { + "epoch": 61.09, + "learning_rate": 1.1761643835616438e-05, + "loss": 0.4847, + "step": 44900 + }, + { + "epoch": 61.22, + "learning_rate": 1.172054794520548e-05, + "loss": 0.4794, + "step": 45000 + }, + { + "epoch": 61.22, + "eval_cer": 0.05385369194507893, + "eval_loss": 0.23912762105464935, + "eval_runtime": 173.9168, + "eval_samples_per_second": 33.263, + "eval_steps_per_second": 4.163, + "eval_wer": 0.2714889094011356, + "step": 45000 + }, + { + "epoch": 61.36, + "learning_rate": 1.167945205479452e-05, + "loss": 0.4781, + "step": 45100 + }, + { + "epoch": 61.5, + "learning_rate": 1.1638356164383562e-05, + "loss": 0.4812, + "step": 45200 + }, + { + "epoch": 61.63, + "learning_rate": 1.1597260273972602e-05, + "loss": 0.4695, + "step": 45300 + }, + { + "epoch": 61.77, + "learning_rate": 1.1556164383561644e-05, + "loss": 0.4703, + "step": 45400 + }, + { + "epoch": 61.9, + "learning_rate": 1.1515068493150686e-05, + "loss": 0.4789, + "step": 45500 + }, + { + "epoch": 61.9, + "eval_cer": 0.05456042374764575, + "eval_loss": 0.24608446657657623, + "eval_runtime": 173.52, + "eval_samples_per_second": 33.339, + "eval_steps_per_second": 4.172, + "eval_wer": 0.27249587424127997, + "step": 45500 + }, + { + "epoch": 62.04, + "learning_rate": 1.1473972602739727e-05, + "loss": 0.474, + "step": 45600 + }, + { + "epoch": 62.18, + "learning_rate": 1.1432876712328769e-05, + "loss": 0.4721, + "step": 45700 + }, + { + "epoch": 62.31, + "learning_rate": 1.1391780821917807e-05, + "loss": 0.4758, + "step": 45800 + }, + { + "epoch": 62.45, + "learning_rate": 1.135068493150685e-05, + "loss": 0.4745, + "step": 45900 + }, + { + "epoch": 62.58, + "learning_rate": 1.130958904109589e-05, + "loss": 0.4683, + "step": 46000 + }, + { + "epoch": 62.58, + "eval_cer": 0.054097769423284994, + "eval_loss": 0.2443952113389969, + "eval_runtime": 174.6552, + "eval_samples_per_second": 33.122, + "eval_steps_per_second": 4.145, + "eval_wer": 0.2707336857710274, + "step": 46000 + }, + { + "epoch": 62.72, + "learning_rate": 1.1268493150684932e-05, + "loss": 0.4857, + "step": 46100 + }, + { + "epoch": 62.86, + "learning_rate": 1.1227397260273972e-05, + "loss": 0.4765, + "step": 46200 + }, + { + "epoch": 62.99, + "learning_rate": 1.1186301369863014e-05, + "loss": 0.4561, + "step": 46300 + }, + { + "epoch": 63.13, + "learning_rate": 1.1145205479452056e-05, + "loss": 0.4716, + "step": 46400 + }, + { + "epoch": 63.27, + "learning_rate": 1.1104109589041096e-05, + "loss": 0.4721, + "step": 46500 + }, + { + "epoch": 63.27, + "eval_cer": 0.053850048997643014, + "eval_loss": 0.24683703482151031, + "eval_runtime": 172.5355, + "eval_samples_per_second": 33.529, + "eval_steps_per_second": 4.196, + "eval_wer": 0.26933512349304917, + "step": 46500 + }, + { + "epoch": 63.4, + "learning_rate": 1.1063424657534245e-05, + "loss": 0.4679, + "step": 46600 + }, + { + "epoch": 63.54, + "learning_rate": 1.1022328767123288e-05, + "loss": 0.4683, + "step": 46700 + }, + { + "epoch": 63.67, + "learning_rate": 1.098123287671233e-05, + "loss": 0.4863, + "step": 46800 + }, + { + "epoch": 63.81, + "learning_rate": 1.094013698630137e-05, + "loss": 0.4638, + "step": 46900 + }, + { + "epoch": 63.94, + "learning_rate": 1.0899041095890412e-05, + "loss": 0.4792, + "step": 47000 + }, + { + "epoch": 63.94, + "eval_cer": 0.05462235385405624, + "eval_loss": 0.2479219138622284, + "eval_runtime": 174.0485, + "eval_samples_per_second": 33.238, + "eval_steps_per_second": 4.16, + "eval_wer": 0.2737545802914604, + "step": 47000 + }, + { + "epoch": 64.08, + "learning_rate": 1.0857945205479452e-05, + "loss": 0.4724, + "step": 47100 + }, + { + "epoch": 64.22, + "learning_rate": 1.0816849315068494e-05, + "loss": 0.4807, + "step": 47200 + }, + { + "epoch": 64.35, + "learning_rate": 1.0775753424657535e-05, + "loss": 0.4783, + "step": 47300 + }, + { + "epoch": 64.49, + "learning_rate": 1.0734657534246577e-05, + "loss": 0.4676, + "step": 47400 + }, + { + "epoch": 64.63, + "learning_rate": 1.0693561643835615e-05, + "loss": 0.4712, + "step": 47500 + }, + { + "epoch": 64.63, + "eval_cer": 0.05465514038097944, + "eval_loss": 0.24659140408039093, + "eval_runtime": 172.9304, + "eval_samples_per_second": 33.453, + "eval_steps_per_second": 4.187, + "eval_wer": 0.274230091465973, + "step": 47500 + }, + { + "epoch": 64.76, + "learning_rate": 1.0652465753424657e-05, + "loss": 0.4616, + "step": 47600 + }, + { + "epoch": 64.9, + "learning_rate": 1.06113698630137e-05, + "loss": 0.4685, + "step": 47700 + }, + { + "epoch": 65.03, + "learning_rate": 1.057027397260274e-05, + "loss": 0.4625, + "step": 47800 + }, + { + "epoch": 65.17, + "learning_rate": 1.0529178082191782e-05, + "loss": 0.4645, + "step": 47900 + }, + { + "epoch": 65.31, + "learning_rate": 1.0488493150684932e-05, + "loss": 0.4607, + "step": 48000 + }, + { + "epoch": 65.31, + "eval_cer": 0.0539411226835408, + "eval_loss": 0.25033918023109436, + "eval_runtime": 173.9135, + "eval_samples_per_second": 33.264, + "eval_steps_per_second": 4.163, + "eval_wer": 0.2707336857710274, + "step": 48000 + }, + { + "epoch": 65.44, + "learning_rate": 1.0447397260273974e-05, + "loss": 0.4803, + "step": 48100 + }, + { + "epoch": 65.58, + "learning_rate": 1.0406301369863013e-05, + "loss": 0.4705, + "step": 48200 + }, + { + "epoch": 65.71, + "learning_rate": 1.0365205479452055e-05, + "loss": 0.459, + "step": 48300 + }, + { + "epoch": 65.85, + "learning_rate": 1.0324109589041095e-05, + "loss": 0.463, + "step": 48400 + }, + { + "epoch": 65.99, + "learning_rate": 1.0283013698630137e-05, + "loss": 0.4712, + "step": 48500 + }, + { + "epoch": 65.99, + "eval_cer": 0.05427263090020874, + "eval_loss": 0.24582460522651672, + "eval_runtime": 173.4675, + "eval_samples_per_second": 33.349, + "eval_steps_per_second": 4.174, + "eval_wer": 0.2718245643478504, + "step": 48500 + }, + { + "epoch": 66.12, + "learning_rate": 1.0241917808219178e-05, + "loss": 0.476, + "step": 48600 + }, + { + "epoch": 66.26, + "learning_rate": 1.020082191780822e-05, + "loss": 0.4629, + "step": 48700 + }, + { + "epoch": 66.39, + "learning_rate": 1.015972602739726e-05, + "loss": 0.4702, + "step": 48800 + }, + { + "epoch": 66.53, + "learning_rate": 1.0118630136986302e-05, + "loss": 0.464, + "step": 48900 + }, + { + "epoch": 66.67, + "learning_rate": 1.0077534246575344e-05, + "loss": 0.4647, + "step": 49000 + }, + { + "epoch": 66.67, + "eval_cer": 0.053835477207899364, + "eval_loss": 0.2473554164171219, + "eval_runtime": 173.249, + "eval_samples_per_second": 33.391, + "eval_steps_per_second": 4.179, + "eval_wer": 0.2693071522474896, + "step": 49000 + }, + { + "epoch": 66.8, + "learning_rate": 1.0036438356164383e-05, + "loss": 0.4598, + "step": 49100 + }, + { + "epoch": 66.94, + "learning_rate": 9.995342465753425e-06, + "loss": 0.4709, + "step": 49200 + }, + { + "epoch": 67.07, + "learning_rate": 9.954246575342465e-06, + "loss": 0.4641, + "step": 49300 + }, + { + "epoch": 67.21, + "learning_rate": 9.913150684931507e-06, + "loss": 0.4616, + "step": 49400 + }, + { + "epoch": 67.35, + "learning_rate": 9.872054794520548e-06, + "loss": 0.4736, + "step": 49500 + }, + { + "epoch": 67.35, + "eval_cer": 0.0540686258437977, + "eval_loss": 0.2513918876647949, + "eval_runtime": 174.1671, + "eval_samples_per_second": 33.215, + "eval_steps_per_second": 4.157, + "eval_wer": 0.26958686470308524, + "step": 49500 + }, + { + "epoch": 67.48, + "learning_rate": 9.83095890410959e-06, + "loss": 0.4622, + "step": 49600 + }, + { + "epoch": 67.62, + "learning_rate": 9.78986301369863e-06, + "loss": 0.4729, + "step": 49700 + }, + { + "epoch": 67.75, + "learning_rate": 9.748767123287672e-06, + "loss": 0.4689, + "step": 49800 + }, + { + "epoch": 67.89, + "learning_rate": 9.707671232876714e-06, + "loss": 0.4681, + "step": 49900 + }, + { + "epoch": 68.03, + "learning_rate": 9.666575342465754e-06, + "loss": 0.4718, + "step": 50000 + }, + { + "epoch": 68.03, + "eval_cer": 0.05396298036815627, + "eval_loss": 0.2506430745124817, + "eval_runtime": 174.4551, + "eval_samples_per_second": 33.16, + "eval_steps_per_second": 4.15, + "eval_wer": 0.26919526726525134, + "step": 50000 + }, + { + "epoch": 68.16, + "learning_rate": 9.625890410958903e-06, + "loss": 0.4575, + "step": 50100 + }, + { + "epoch": 68.3, + "learning_rate": 9.584794520547945e-06, + "loss": 0.473, + "step": 50200 + }, + { + "epoch": 68.43, + "learning_rate": 9.543698630136987e-06, + "loss": 0.4549, + "step": 50300 + }, + { + "epoch": 68.57, + "learning_rate": 9.502602739726028e-06, + "loss": 0.46, + "step": 50400 + }, + { + "epoch": 68.71, + "learning_rate": 9.46150684931507e-06, + "loss": 0.4695, + "step": 50500 + }, + { + "epoch": 68.71, + "eval_cer": 0.05384276310277119, + "eval_loss": 0.2499210387468338, + "eval_runtime": 173.5237, + "eval_samples_per_second": 33.338, + "eval_steps_per_second": 4.172, + "eval_wer": 0.26748902128611785, + "step": 50500 + }, + { + "epoch": 68.84, + "learning_rate": 9.420821917808219e-06, + "loss": 0.4656, + "step": 50600 + }, + { + "epoch": 68.98, + "learning_rate": 9.37972602739726e-06, + "loss": 0.4615, + "step": 50700 + }, + { + "epoch": 69.12, + "learning_rate": 9.338630136986301e-06, + "loss": 0.462, + "step": 50800 + }, + { + "epoch": 69.25, + "learning_rate": 9.297534246575343e-06, + "loss": 0.4493, + "step": 50900 + }, + { + "epoch": 69.39, + "learning_rate": 9.256438356164383e-06, + "loss": 0.4549, + "step": 51000 + }, + { + "epoch": 69.39, + "eval_cer": 0.05339468056815408, + "eval_loss": 0.24913272261619568, + "eval_runtime": 172.9495, + "eval_samples_per_second": 33.449, + "eval_steps_per_second": 4.186, + "eval_wer": 0.266901625129367, + "step": 51000 + }, + { + "epoch": 69.52, + "learning_rate": 9.215342465753426e-06, + "loss": 0.464, + "step": 51100 + }, + { + "epoch": 69.66, + "learning_rate": 9.174246575342466e-06, + "loss": 0.4534, + "step": 51200 + }, + { + "epoch": 69.8, + "learning_rate": 9.133150684931508e-06, + "loss": 0.453, + "step": 51300 + }, + { + "epoch": 69.93, + "learning_rate": 9.092054794520548e-06, + "loss": 0.4694, + "step": 51400 + }, + { + "epoch": 70.07, + "learning_rate": 9.050958904109589e-06, + "loss": 0.4605, + "step": 51500 + }, + { + "epoch": 70.07, + "eval_cer": 0.0532416767758458, + "eval_loss": 0.24969758093357086, + "eval_runtime": 173.5701, + "eval_samples_per_second": 33.329, + "eval_steps_per_second": 4.171, + "eval_wer": 0.26600654527146095, + "step": 51500 + }, + { + "epoch": 70.2, + "learning_rate": 9.00986301369863e-06, + "loss": 0.4647, + "step": 51600 + }, + { + "epoch": 70.34, + "learning_rate": 8.968767123287671e-06, + "loss": 0.4559, + "step": 51700 + }, + { + "epoch": 70.48, + "learning_rate": 8.927671232876713e-06, + "loss": 0.4512, + "step": 51800 + }, + { + "epoch": 70.61, + "learning_rate": 8.886575342465753e-06, + "loss": 0.4587, + "step": 51900 + }, + { + "epoch": 70.75, + "learning_rate": 8.845479452054795e-06, + "loss": 0.4538, + "step": 52000 + }, + { + "epoch": 70.75, + "eval_cer": 0.05356954204507783, + "eval_loss": 0.24719761312007904, + "eval_runtime": 173.5837, + "eval_samples_per_second": 33.327, + "eval_steps_per_second": 4.171, + "eval_wer": 0.26841207238958353, + "step": 52000 + }, + { + "epoch": 70.88, + "learning_rate": 8.804383561643836e-06, + "loss": 0.467, + "step": 52100 + }, + { + "epoch": 71.02, + "learning_rate": 8.763287671232878e-06, + "loss": 0.4569, + "step": 52200 + }, + { + "epoch": 71.16, + "learning_rate": 8.722191780821918e-06, + "loss": 0.4575, + "step": 52300 + }, + { + "epoch": 71.29, + "learning_rate": 8.681095890410958e-06, + "loss": 0.4583, + "step": 52400 + }, + { + "epoch": 71.43, + "learning_rate": 8.64e-06, + "loss": 0.4571, + "step": 52500 + }, + { + "epoch": 71.43, + "eval_cer": 0.052250795073277886, + "eval_loss": 0.24405916035175323, + "eval_runtime": 173.5172, + "eval_samples_per_second": 33.34, + "eval_steps_per_second": 4.172, + "eval_wer": 0.2628737657687897, + "step": 52500 + }, + { + "epoch": 71.56, + "learning_rate": 8.59890410958904e-06, + "loss": 0.458, + "step": 52600 + }, + { + "epoch": 71.7, + "learning_rate": 8.557808219178083e-06, + "loss": 0.4524, + "step": 52700 + }, + { + "epoch": 71.84, + "learning_rate": 8.516712328767123e-06, + "loss": 0.4587, + "step": 52800 + }, + { + "epoch": 71.97, + "learning_rate": 8.475616438356165e-06, + "loss": 0.4622, + "step": 52900 + }, + { + "epoch": 72.11, + "learning_rate": 8.434931506849316e-06, + "loss": 0.4608, + "step": 53000 + }, + { + "epoch": 72.11, + "eval_cer": 0.052946598033536976, + "eval_loss": 0.24687132239341736, + "eval_runtime": 173.425, + "eval_samples_per_second": 33.357, + "eval_steps_per_second": 4.175, + "eval_wer": 0.26522335039579314, + "step": 53000 + }, + { + "epoch": 72.24, + "learning_rate": 8.393835616438356e-06, + "loss": 0.4498, + "step": 53100 + }, + { + "epoch": 72.38, + "learning_rate": 8.352739726027396e-06, + "loss": 0.4671, + "step": 53200 + }, + { + "epoch": 72.52, + "learning_rate": 8.311643835616438e-06, + "loss": 0.4483, + "step": 53300 + }, + { + "epoch": 72.65, + "learning_rate": 8.270547945205479e-06, + "loss": 0.4451, + "step": 53400 + }, + { + "epoch": 72.79, + "learning_rate": 8.22945205479452e-06, + "loss": 0.4541, + "step": 53500 + }, + { + "epoch": 72.79, + "eval_cer": 0.05332910751430767, + "eval_loss": 0.24980194866657257, + "eval_runtime": 173.8551, + "eval_samples_per_second": 33.275, + "eval_steps_per_second": 4.164, + "eval_wer": 0.26734916505832007, + "step": 53500 + }, + { + "epoch": 72.92, + "learning_rate": 8.188356164383561e-06, + "loss": 0.4579, + "step": 53600 + }, + { + "epoch": 73.06, + "learning_rate": 8.147260273972603e-06, + "loss": 0.4578, + "step": 53700 + }, + { + "epoch": 73.2, + "learning_rate": 8.106164383561645e-06, + "loss": 0.4514, + "step": 53800 + }, + { + "epoch": 73.33, + "learning_rate": 8.065068493150686e-06, + "loss": 0.46, + "step": 53900 + }, + { + "epoch": 73.47, + "learning_rate": 8.023972602739728e-06, + "loss": 0.4424, + "step": 54000 + }, + { + "epoch": 73.47, + "eval_cer": 0.052986670455332, + "eval_loss": 0.25042009353637695, + "eval_runtime": 173.0787, + "eval_samples_per_second": 33.424, + "eval_steps_per_second": 4.183, + "eval_wer": 0.26583871779810353, + "step": 54000 + }, + { + "epoch": 73.6, + "learning_rate": 7.982876712328766e-06, + "loss": 0.4652, + "step": 54100 + }, + { + "epoch": 73.74, + "learning_rate": 7.941780821917808e-06, + "loss": 0.4482, + "step": 54200 + }, + { + "epoch": 73.88, + "learning_rate": 7.900684931506849e-06, + "loss": 0.4551, + "step": 54300 + }, + { + "epoch": 74.01, + "learning_rate": 7.85958904109589e-06, + "loss": 0.4608, + "step": 54400 + }, + { + "epoch": 74.15, + "learning_rate": 7.818493150684931e-06, + "loss": 0.4482, + "step": 54500 + }, + { + "epoch": 74.15, + "eval_cer": 0.05340560941046182, + "eval_loss": 0.2516920566558838, + "eval_runtime": 173.9431, + "eval_samples_per_second": 33.258, + "eval_steps_per_second": 4.162, + "eval_wer": 0.26838410114402395, + "step": 54500 + }, + { + "epoch": 74.29, + "learning_rate": 7.777397260273973e-06, + "loss": 0.4488, + "step": 54600 + }, + { + "epoch": 74.42, + "learning_rate": 7.736301369863015e-06, + "loss": 0.444, + "step": 54700 + }, + { + "epoch": 74.56, + "learning_rate": 7.695205479452055e-06, + "loss": 0.4447, + "step": 54800 + }, + { + "epoch": 74.69, + "learning_rate": 7.654109589041097e-06, + "loss": 0.4538, + "step": 54900 + }, + { + "epoch": 74.83, + "learning_rate": 7.613013698630138e-06, + "loss": 0.4554, + "step": 55000 + }, + { + "epoch": 74.83, + "eval_cer": 0.052932026243793326, + "eval_loss": 0.24706895649433136, + "eval_runtime": 173.541, + "eval_samples_per_second": 33.335, + "eval_steps_per_second": 4.172, + "eval_wer": 0.26558697658806746, + "step": 55000 + }, + { + "epoch": 74.97, + "learning_rate": 7.571917808219178e-06, + "loss": 0.4442, + "step": 55100 + }, + { + "epoch": 75.1, + "learning_rate": 7.530821917808219e-06, + "loss": 0.4519, + "step": 55200 + }, + { + "epoch": 75.24, + "learning_rate": 7.48972602739726e-06, + "loss": 0.457, + "step": 55300 + }, + { + "epoch": 75.37, + "learning_rate": 7.4486301369863014e-06, + "loss": 0.4548, + "step": 55400 + }, + { + "epoch": 75.51, + "learning_rate": 7.407534246575343e-06, + "loss": 0.444, + "step": 55500 + }, + { + "epoch": 75.51, + "eval_cer": 0.0534638965694364, + "eval_loss": 0.24925513565540314, + "eval_runtime": 174.4345, + "eval_samples_per_second": 33.164, + "eval_steps_per_second": 4.151, + "eval_wer": 0.26751699253167743, + "step": 55500 + }, + { + "epoch": 75.65, + "learning_rate": 7.366438356164384e-06, + "loss": 0.4543, + "step": 55600 + }, + { + "epoch": 75.78, + "learning_rate": 7.325342465753425e-06, + "loss": 0.4513, + "step": 55700 + }, + { + "epoch": 75.92, + "learning_rate": 7.284246575342465e-06, + "loss": 0.4556, + "step": 55800 + }, + { + "epoch": 76.05, + "learning_rate": 7.2431506849315065e-06, + "loss": 0.4527, + "step": 55900 + }, + { + "epoch": 76.19, + "learning_rate": 7.2020547945205485e-06, + "loss": 0.4464, + "step": 56000 + }, + { + "epoch": 76.19, + "eval_cer": 0.05243294244507346, + "eval_loss": 0.24606037139892578, + "eval_runtime": 173.8609, + "eval_samples_per_second": 33.274, + "eval_steps_per_second": 4.164, + "eval_wer": 0.2634891331711001, + "step": 56000 + }, + { + "epoch": 76.33, + "learning_rate": 7.16095890410959e-06, + "loss": 0.4547, + "step": 56100 + }, + { + "epoch": 76.46, + "learning_rate": 7.119863013698631e-06, + "loss": 0.4401, + "step": 56200 + }, + { + "epoch": 76.6, + "learning_rate": 7.078767123287671e-06, + "loss": 0.4518, + "step": 56300 + }, + { + "epoch": 76.73, + "learning_rate": 7.037671232876712e-06, + "loss": 0.4454, + "step": 56400 + }, + { + "epoch": 76.87, + "learning_rate": 6.9965753424657535e-06, + "loss": 0.4436, + "step": 56500 + }, + { + "epoch": 76.87, + "eval_cer": 0.052615089816869035, + "eval_loss": 0.2479296326637268, + "eval_runtime": 173.7241, + "eval_samples_per_second": 33.3, + "eval_steps_per_second": 4.168, + "eval_wer": 0.26410450057341056, + "step": 56500 + }, + { + "epoch": 77.01, + "learning_rate": 6.955479452054795e-06, + "loss": 0.4546, + "step": 56600 + }, + { + "epoch": 77.14, + "learning_rate": 6.914383561643836e-06, + "loss": 0.4394, + "step": 56700 + }, + { + "epoch": 77.28, + "learning_rate": 6.873287671232876e-06, + "loss": 0.4462, + "step": 56800 + }, + { + "epoch": 77.41, + "learning_rate": 6.832191780821917e-06, + "loss": 0.4541, + "step": 56900 + }, + { + "epoch": 77.55, + "learning_rate": 6.791095890410959e-06, + "loss": 0.4432, + "step": 57000 + }, + { + "epoch": 77.55, + "eval_cer": 0.05262237571174085, + "eval_loss": 0.25127509236335754, + "eval_runtime": 174.4639, + "eval_samples_per_second": 33.159, + "eval_steps_per_second": 4.15, + "eval_wer": 0.2641324718189701, + "step": 57000 + }, + { + "epoch": 77.69, + "learning_rate": 6.750000000000001e-06, + "loss": 0.4458, + "step": 57100 + }, + { + "epoch": 77.82, + "learning_rate": 6.708904109589042e-06, + "loss": 0.4444, + "step": 57200 + }, + { + "epoch": 77.96, + "learning_rate": 6.667808219178082e-06, + "loss": 0.456, + "step": 57300 + }, + { + "epoch": 78.1, + "learning_rate": 6.627123287671234e-06, + "loss": 0.4599, + "step": 57400 + }, + { + "epoch": 78.23, + "learning_rate": 6.586027397260274e-06, + "loss": 0.4459, + "step": 57500 + }, + { + "epoch": 78.23, + "eval_cer": 0.05214150665020054, + "eval_loss": 0.24595066905021667, + "eval_runtime": 174.0217, + "eval_samples_per_second": 33.243, + "eval_steps_per_second": 4.16, + "eval_wer": 0.2624541970853962, + "step": 57500 + }, + { + "epoch": 78.37, + "learning_rate": 6.544931506849315e-06, + "loss": 0.4558, + "step": 57600 + }, + { + "epoch": 78.5, + "learning_rate": 6.503835616438356e-06, + "loss": 0.4328, + "step": 57700 + }, + { + "epoch": 78.64, + "learning_rate": 6.462739726027398e-06, + "loss": 0.4497, + "step": 57800 + }, + { + "epoch": 78.77, + "learning_rate": 6.421643835616439e-06, + "loss": 0.449, + "step": 57900 + }, + { + "epoch": 78.91, + "learning_rate": 6.380547945205479e-06, + "loss": 0.4433, + "step": 58000 + }, + { + "epoch": 78.91, + "eval_cer": 0.05212329191302099, + "eval_loss": 0.24571694433689117, + "eval_runtime": 173.8557, + "eval_samples_per_second": 33.275, + "eval_steps_per_second": 4.164, + "eval_wer": 0.2621744846298006, + "step": 58000 + }, + { + "epoch": 79.05, + "learning_rate": 6.33945205479452e-06, + "loss": 0.4438, + "step": 58100 + }, + { + "epoch": 79.18, + "learning_rate": 6.298356164383562e-06, + "loss": 0.4394, + "step": 58200 + }, + { + "epoch": 79.32, + "learning_rate": 6.2572602739726035e-06, + "loss": 0.4483, + "step": 58300 + }, + { + "epoch": 79.46, + "learning_rate": 6.216164383561645e-06, + "loss": 0.447, + "step": 58400 + }, + { + "epoch": 79.59, + "learning_rate": 6.175068493150685e-06, + "loss": 0.4407, + "step": 58500 + }, + { + "epoch": 79.59, + "eval_cer": 0.05277537950404913, + "eval_loss": 0.25311264395713806, + "eval_runtime": 173.098, + "eval_samples_per_second": 33.42, + "eval_steps_per_second": 4.183, + "eval_wer": 0.2658666890436631, + "step": 58500 + }, + { + "epoch": 79.73, + "learning_rate": 6.133972602739726e-06, + "loss": 0.4518, + "step": 58600 + }, + { + "epoch": 79.86, + "learning_rate": 6.093287671232877e-06, + "loss": 0.4477, + "step": 58700 + }, + { + "epoch": 80.0, + "learning_rate": 6.052191780821918e-06, + "loss": 0.4356, + "step": 58800 + }, + { + "epoch": 80.14, + "learning_rate": 6.011095890410959e-06, + "loss": 0.4569, + "step": 58900 + }, + { + "epoch": 80.27, + "learning_rate": 5.9700000000000004e-06, + "loss": 0.4389, + "step": 59000 + }, + { + "epoch": 80.27, + "eval_cer": 0.05206864770148231, + "eval_loss": 0.24845506250858307, + "eval_runtime": 172.065, + "eval_samples_per_second": 33.621, + "eval_steps_per_second": 4.208, + "eval_wer": 0.2630975357332662, + "step": 59000 + }, + { + "epoch": 80.41, + "learning_rate": 5.928904109589041e-06, + "loss": 0.4429, + "step": 59100 + }, + { + "epoch": 80.54, + "learning_rate": 5.887808219178082e-06, + "loss": 0.4407, + "step": 59200 + }, + { + "epoch": 80.68, + "learning_rate": 5.846712328767123e-06, + "loss": 0.4427, + "step": 59300 + }, + { + "epoch": 80.82, + "learning_rate": 5.805616438356164e-06, + "loss": 0.4346, + "step": 59400 + }, + { + "epoch": 80.95, + "learning_rate": 5.764520547945206e-06, + "loss": 0.4384, + "step": 59500 + }, + { + "epoch": 80.95, + "eval_cer": 0.05223622328353424, + "eval_loss": 0.25022611021995544, + "eval_runtime": 174.0525, + "eval_samples_per_second": 33.237, + "eval_steps_per_second": 4.16, + "eval_wer": 0.26527929288691227, + "step": 59500 + }, + { + "epoch": 81.09, + "learning_rate": 5.723424657534247e-06, + "loss": 0.4509, + "step": 59600 + }, + { + "epoch": 81.22, + "learning_rate": 5.682328767123288e-06, + "loss": 0.4423, + "step": 59700 + }, + { + "epoch": 81.36, + "learning_rate": 5.641232876712329e-06, + "loss": 0.4375, + "step": 59800 + }, + { + "epoch": 81.5, + "learning_rate": 5.60013698630137e-06, + "loss": 0.4485, + "step": 59900 + }, + { + "epoch": 81.63, + "learning_rate": 5.559041095890411e-06, + "loss": 0.4306, + "step": 60000 + }, + { + "epoch": 81.63, + "eval_cer": 0.05276080771430549, + "eval_loss": 0.2479526847600937, + "eval_runtime": 174.2383, + "eval_samples_per_second": 33.202, + "eval_steps_per_second": 4.155, + "eval_wer": 0.26648205644597356, + "step": 60000 + }, + { + "epoch": 81.77, + "learning_rate": 5.517945205479452e-06, + "loss": 0.4342, + "step": 60100 + }, + { + "epoch": 81.9, + "learning_rate": 5.476849315068493e-06, + "loss": 0.4365, + "step": 60200 + }, + { + "epoch": 82.04, + "learning_rate": 5.435753424657534e-06, + "loss": 0.4524, + "step": 60300 + }, + { + "epoch": 82.18, + "learning_rate": 5.394657534246576e-06, + "loss": 0.4384, + "step": 60400 + }, + { + "epoch": 82.31, + "learning_rate": 5.353561643835617e-06, + "loss": 0.4505, + "step": 60500 + }, + { + "epoch": 82.31, + "eval_cer": 0.05226536686302154, + "eval_loss": 0.24607928097248077, + "eval_runtime": 173.8187, + "eval_samples_per_second": 33.282, + "eval_steps_per_second": 4.165, + "eval_wer": 0.2637129031355766, + "step": 60500 + }, + { + "epoch": 82.45, + "learning_rate": 5.3124657534246576e-06, + "loss": 0.4383, + "step": 60600 + }, + { + "epoch": 82.58, + "learning_rate": 5.271369863013699e-06, + "loss": 0.4502, + "step": 60700 + }, + { + "epoch": 82.72, + "learning_rate": 5.23027397260274e-06, + "loss": 0.4393, + "step": 60800 + }, + { + "epoch": 82.86, + "learning_rate": 5.189589041095891e-06, + "loss": 0.4395, + "step": 60900 + }, + { + "epoch": 82.99, + "learning_rate": 5.148493150684932e-06, + "loss": 0.4442, + "step": 61000 + }, + { + "epoch": 82.99, + "eval_cer": 0.052320011074560205, + "eval_loss": 0.2518540024757385, + "eval_runtime": 174.1941, + "eval_samples_per_second": 33.21, + "eval_steps_per_second": 4.156, + "eval_wer": 0.2641324718189701, + "step": 61000 + }, + { + "epoch": 83.13, + "learning_rate": 5.107397260273973e-06, + "loss": 0.4562, + "step": 61100 + }, + { + "epoch": 83.27, + "learning_rate": 5.066301369863014e-06, + "loss": 0.4403, + "step": 61200 + }, + { + "epoch": 83.4, + "learning_rate": 5.0252054794520545e-06, + "loss": 0.4402, + "step": 61300 + }, + { + "epoch": 83.54, + "learning_rate": 4.984109589041096e-06, + "loss": 0.4379, + "step": 61400 + }, + { + "epoch": 83.67, + "learning_rate": 4.943013698630137e-06, + "loss": 0.4349, + "step": 61500 + }, + { + "epoch": 83.67, + "eval_cer": 0.05220343675661104, + "eval_loss": 0.2508690655231476, + "eval_runtime": 173.9649, + "eval_samples_per_second": 33.254, + "eval_steps_per_second": 4.162, + "eval_wer": 0.2625381108220749, + "step": 61500 + }, + { + "epoch": 83.81, + "learning_rate": 4.901917808219178e-06, + "loss": 0.4392, + "step": 61600 + }, + { + "epoch": 83.94, + "learning_rate": 4.86082191780822e-06, + "loss": 0.4414, + "step": 61700 + }, + { + "epoch": 84.08, + "learning_rate": 4.8197260273972604e-06, + "loss": 0.44, + "step": 61800 + }, + { + "epoch": 84.22, + "learning_rate": 4.778630136986302e-06, + "loss": 0.4403, + "step": 61900 + }, + { + "epoch": 84.35, + "learning_rate": 4.737534246575343e-06, + "loss": 0.4398, + "step": 62000 + }, + { + "epoch": 84.35, + "eval_cer": 0.052345511706611586, + "eval_loss": 0.2509627640247345, + "eval_runtime": 173.2451, + "eval_samples_per_second": 33.392, + "eval_steps_per_second": 4.179, + "eval_wer": 0.2658946602892227, + "step": 62000 + }, + { + "epoch": 84.49, + "learning_rate": 4.696438356164384e-06, + "loss": 0.4362, + "step": 62100 + }, + { + "epoch": 84.63, + "learning_rate": 4.655342465753424e-06, + "loss": 0.4389, + "step": 62200 + }, + { + "epoch": 84.76, + "learning_rate": 4.6142465753424655e-06, + "loss": 0.4436, + "step": 62300 + }, + { + "epoch": 84.9, + "learning_rate": 4.573150684931507e-06, + "loss": 0.4394, + "step": 62400 + }, + { + "epoch": 85.03, + "learning_rate": 4.532054794520548e-06, + "loss": 0.4398, + "step": 62500 + }, + { + "epoch": 85.03, + "eval_cer": 0.05256408855276627, + "eval_loss": 0.2507339119911194, + "eval_runtime": 173.9958, + "eval_samples_per_second": 33.248, + "eval_steps_per_second": 4.161, + "eval_wer": 0.26483175295795924, + "step": 62500 + }, + { + "epoch": 85.17, + "learning_rate": 4.49095890410959e-06, + "loss": 0.4287, + "step": 62600 + }, + { + "epoch": 85.31, + "learning_rate": 4.44986301369863e-06, + "loss": 0.4262, + "step": 62700 + }, + { + "epoch": 85.44, + "learning_rate": 4.408767123287671e-06, + "loss": 0.4406, + "step": 62800 + }, + { + "epoch": 85.58, + "learning_rate": 4.3676712328767125e-06, + "loss": 0.4387, + "step": 62900 + }, + { + "epoch": 85.71, + "learning_rate": 4.326575342465754e-06, + "loss": 0.4355, + "step": 63000 + }, + { + "epoch": 85.71, + "eval_cer": 0.052320011074560205, + "eval_loss": 0.2500060200691223, + "eval_runtime": 174.9316, + "eval_samples_per_second": 33.07, + "eval_steps_per_second": 4.139, + "eval_wer": 0.2653072641324718, + "step": 63000 + }, + { + "epoch": 85.85, + "learning_rate": 4.285479452054795e-06, + "loss": 0.4333, + "step": 63100 + }, + { + "epoch": 85.99, + "learning_rate": 4.244383561643835e-06, + "loss": 0.4353, + "step": 63200 + }, + { + "epoch": 86.12, + "learning_rate": 4.203287671232876e-06, + "loss": 0.4424, + "step": 63300 + }, + { + "epoch": 86.26, + "learning_rate": 4.1621917808219175e-06, + "loss": 0.4424, + "step": 63400 + }, + { + "epoch": 86.39, + "learning_rate": 4.121506849315068e-06, + "loss": 0.4373, + "step": 63500 + }, + { + "epoch": 86.39, + "eval_cer": 0.05235644054891932, + "eval_loss": 0.2522575259208679, + "eval_runtime": 174.2545, + "eval_samples_per_second": 33.199, + "eval_steps_per_second": 4.155, + "eval_wer": 0.2649995804313166, + "step": 63500 + }, + { + "epoch": 86.53, + "learning_rate": 4.0804109589041095e-06, + "loss": 0.4331, + "step": 63600 + }, + { + "epoch": 86.67, + "learning_rate": 4.039315068493151e-06, + "loss": 0.4359, + "step": 63700 + }, + { + "epoch": 86.8, + "learning_rate": 3.998219178082192e-06, + "loss": 0.4316, + "step": 63800 + }, + { + "epoch": 86.94, + "learning_rate": 3.957123287671233e-06, + "loss": 0.4304, + "step": 63900 + }, + { + "epoch": 87.07, + "learning_rate": 3.916027397260274e-06, + "loss": 0.4391, + "step": 64000 + }, + { + "epoch": 87.07, + "eval_cer": 0.052272652757893355, + "eval_loss": 0.2508656978607178, + "eval_runtime": 174.5282, + "eval_samples_per_second": 33.147, + "eval_steps_per_second": 4.148, + "eval_wer": 0.26354507566221924, + "step": 64000 + }, + { + "epoch": 87.21, + "learning_rate": 3.874931506849315e-06, + "loss": 0.4358, + "step": 64100 + }, + { + "epoch": 87.35, + "learning_rate": 3.8338356164383566e-06, + "loss": 0.4265, + "step": 64200 + }, + { + "epoch": 87.48, + "learning_rate": 3.7927397260273977e-06, + "loss": 0.4316, + "step": 64300 + }, + { + "epoch": 87.62, + "learning_rate": 3.751643835616438e-06, + "loss": 0.4312, + "step": 64400 + }, + { + "epoch": 87.75, + "learning_rate": 3.7105479452054792e-06, + "loss": 0.4381, + "step": 64500 + }, + { + "epoch": 87.75, + "eval_cer": 0.052108720123277344, + "eval_loss": 0.250161349773407, + "eval_runtime": 173.481, + "eval_samples_per_second": 33.347, + "eval_steps_per_second": 4.173, + "eval_wer": 0.26354507566221924, + "step": 64500 + }, + { + "epoch": 87.89, + "learning_rate": 3.669452054794521e-06, + "loss": 0.4314, + "step": 64600 + }, + { + "epoch": 88.03, + "learning_rate": 3.628356164383562e-06, + "loss": 0.4437, + "step": 64700 + }, + { + "epoch": 88.16, + "learning_rate": 3.5872602739726028e-06, + "loss": 0.4316, + "step": 64800 + }, + { + "epoch": 88.3, + "learning_rate": 3.546164383561644e-06, + "loss": 0.4346, + "step": 64900 + }, + { + "epoch": 88.43, + "learning_rate": 3.5050684931506847e-06, + "loss": 0.4297, + "step": 65000 + }, + { + "epoch": 88.43, + "eval_cer": 0.052086862438661875, + "eval_loss": 0.25211092829704285, + "eval_runtime": 173.7361, + "eval_samples_per_second": 33.298, + "eval_steps_per_second": 4.167, + "eval_wer": 0.2631814494699449, + "step": 65000 + }, + { + "epoch": 88.57, + "learning_rate": 3.4639726027397263e-06, + "loss": 0.4337, + "step": 65100 + }, + { + "epoch": 88.71, + "learning_rate": 3.422876712328767e-06, + "loss": 0.436, + "step": 65200 + }, + { + "epoch": 88.84, + "learning_rate": 3.3817808219178082e-06, + "loss": 0.4368, + "step": 65300 + }, + { + "epoch": 88.98, + "learning_rate": 3.3406849315068494e-06, + "loss": 0.4413, + "step": 65400 + }, + { + "epoch": 89.12, + "learning_rate": 3.2995890410958906e-06, + "loss": 0.44, + "step": 65500 + }, + { + "epoch": 89.12, + "eval_cer": 0.05202857527968729, + "eval_loss": 0.2506903111934662, + "eval_runtime": 174.6918, + "eval_samples_per_second": 33.115, + "eval_steps_per_second": 4.144, + "eval_wer": 0.26237028334871754, + "step": 65500 + }, + { + "epoch": 89.25, + "learning_rate": 3.2584931506849317e-06, + "loss": 0.435, + "step": 65600 + }, + { + "epoch": 89.39, + "learning_rate": 3.2173972602739725e-06, + "loss": 0.4417, + "step": 65700 + }, + { + "epoch": 89.52, + "learning_rate": 3.1763013698630137e-06, + "loss": 0.4367, + "step": 65800 + }, + { + "epoch": 89.66, + "learning_rate": 3.135205479452055e-06, + "loss": 0.4269, + "step": 65900 + }, + { + "epoch": 89.8, + "learning_rate": 3.094109589041096e-06, + "loss": 0.4313, + "step": 66000 + }, + { + "epoch": 89.8, + "eval_cer": 0.05187921443481492, + "eval_loss": 0.24967756867408752, + "eval_runtime": 173.7921, + "eval_samples_per_second": 33.287, + "eval_steps_per_second": 4.166, + "eval_wer": 0.26234231210315795, + "step": 66000 + }, + { + "epoch": 89.93, + "learning_rate": 3.053013698630137e-06, + "loss": 0.4314, + "step": 66100 + }, + { + "epoch": 90.07, + "learning_rate": 3.011917808219178e-06, + "loss": 0.4399, + "step": 66200 + }, + { + "epoch": 90.2, + "learning_rate": 2.970821917808219e-06, + "loss": 0.4251, + "step": 66300 + }, + { + "epoch": 90.34, + "learning_rate": 2.9297260273972603e-06, + "loss": 0.4338, + "step": 66400 + }, + { + "epoch": 90.48, + "learning_rate": 2.8886301369863015e-06, + "loss": 0.4402, + "step": 66500 + }, + { + "epoch": 90.48, + "eval_cer": 0.051686138220711615, + "eval_loss": 0.24882683157920837, + "eval_runtime": 173.6629, + "eval_samples_per_second": 33.312, + "eval_steps_per_second": 4.169, + "eval_wer": 0.26083186484294146, + "step": 66500 + }, + { + "epoch": 90.61, + "learning_rate": 2.8475342465753427e-06, + "loss": 0.4338, + "step": 66600 + }, + { + "epoch": 90.75, + "learning_rate": 2.8064383561643834e-06, + "loss": 0.4274, + "step": 66700 + }, + { + "epoch": 90.88, + "learning_rate": 2.7653424657534246e-06, + "loss": 0.4252, + "step": 66800 + }, + { + "epoch": 91.02, + "learning_rate": 2.724246575342466e-06, + "loss": 0.4452, + "step": 66900 + }, + { + "epoch": 91.16, + "learning_rate": 2.683150684931507e-06, + "loss": 0.4324, + "step": 67000 + }, + { + "epoch": 91.16, + "eval_cer": 0.05123076979122268, + "eval_loss": 0.24848763644695282, + "eval_runtime": 173.7308, + "eval_samples_per_second": 33.299, + "eval_steps_per_second": 4.167, + "eval_wer": 0.2585102514614976, + "step": 67000 + }, + { + "epoch": 91.29, + "learning_rate": 2.642054794520548e-06, + "loss": 0.4407, + "step": 67100 + }, + { + "epoch": 91.43, + "learning_rate": 2.600958904109589e-06, + "loss": 0.4244, + "step": 67200 + }, + { + "epoch": 91.56, + "learning_rate": 2.55986301369863e-06, + "loss": 0.4277, + "step": 67300 + }, + { + "epoch": 91.7, + "learning_rate": 2.5187671232876716e-06, + "loss": 0.4247, + "step": 67400 + }, + { + "epoch": 91.84, + "learning_rate": 2.4776712328767124e-06, + "loss": 0.4317, + "step": 67500 + }, + { + "epoch": 91.84, + "eval_cer": 0.05132912937199229, + "eval_loss": 0.2487734705209732, + "eval_runtime": 174.374, + "eval_samples_per_second": 33.176, + "eval_steps_per_second": 4.152, + "eval_wer": 0.25867807893485495, + "step": 67500 + }, + { + "epoch": 91.97, + "learning_rate": 2.4365753424657536e-06, + "loss": 0.4233, + "step": 67600 + }, + { + "epoch": 92.11, + "learning_rate": 2.3954794520547943e-06, + "loss": 0.4274, + "step": 67700 + }, + { + "epoch": 92.24, + "learning_rate": 2.3543835616438355e-06, + "loss": 0.4411, + "step": 67800 + }, + { + "epoch": 92.38, + "learning_rate": 2.313287671232877e-06, + "loss": 0.4272, + "step": 67900 + }, + { + "epoch": 92.52, + "learning_rate": 2.272191780821918e-06, + "loss": 0.437, + "step": 68000 + }, + { + "epoch": 92.52, + "eval_cer": 0.051296342845069086, + "eval_loss": 0.24733413755893707, + "eval_runtime": 173.9217, + "eval_samples_per_second": 33.262, + "eval_steps_per_second": 4.163, + "eval_wer": 0.25901373388156973, + "step": 68000 + }, + { + "epoch": 92.65, + "learning_rate": 2.231095890410959e-06, + "loss": 0.4239, + "step": 68100 + }, + { + "epoch": 92.79, + "learning_rate": 2.1899999999999998e-06, + "loss": 0.4285, + "step": 68200 + }, + { + "epoch": 92.92, + "learning_rate": 2.1489041095890414e-06, + "loss": 0.4319, + "step": 68300 + }, + { + "epoch": 93.06, + "learning_rate": 2.1078082191780826e-06, + "loss": 0.4387, + "step": 68400 + }, + { + "epoch": 93.2, + "learning_rate": 2.0667123287671233e-06, + "loss": 0.4389, + "step": 68500 + }, + { + "epoch": 93.2, + "eval_cer": 0.05115426789506854, + "eval_loss": 0.24715159833431244, + "eval_runtime": 174.6504, + "eval_samples_per_second": 33.123, + "eval_steps_per_second": 4.145, + "eval_wer": 0.2581466252692232, + "step": 68500 + }, + { + "epoch": 93.33, + "learning_rate": 2.0256164383561645e-06, + "loss": 0.4306, + "step": 68600 + }, + { + "epoch": 93.47, + "learning_rate": 1.9845205479452052e-06, + "loss": 0.4287, + "step": 68700 + }, + { + "epoch": 93.6, + "learning_rate": 1.943424657534247e-06, + "loss": 0.4227, + "step": 68800 + }, + { + "epoch": 93.74, + "learning_rate": 1.9023287671232876e-06, + "loss": 0.4238, + "step": 68900 + }, + { + "epoch": 93.88, + "learning_rate": 1.8612328767123288e-06, + "loss": 0.4428, + "step": 69000 + }, + { + "epoch": 93.88, + "eval_cer": 0.0511724826322481, + "eval_loss": 0.2475104033946991, + "eval_runtime": 174.3396, + "eval_samples_per_second": 33.182, + "eval_steps_per_second": 4.153, + "eval_wer": 0.2586501076892954, + "step": 69000 + }, + { + "epoch": 94.01, + "learning_rate": 1.8201369863013697e-06, + "loss": 0.4334, + "step": 69100 + }, + { + "epoch": 94.15, + "learning_rate": 1.7790410958904111e-06, + "loss": 0.4347, + "step": 69200 + }, + { + "epoch": 94.29, + "learning_rate": 1.7383561643835617e-06, + "loss": 0.4308, + "step": 69300 + }, + { + "epoch": 94.42, + "learning_rate": 1.6972602739726026e-06, + "loss": 0.4249, + "step": 69400 + }, + { + "epoch": 94.56, + "learning_rate": 1.6561643835616438e-06, + "loss": 0.4294, + "step": 69500 + }, + { + "epoch": 94.56, + "eval_cer": 0.051310914634812736, + "eval_loss": 0.24888011813163757, + "eval_runtime": 173.9117, + "eval_samples_per_second": 33.264, + "eval_steps_per_second": 4.163, + "eval_wer": 0.25957315879276105, + "step": 69500 + }, + { + "epoch": 94.69, + "learning_rate": 1.615068493150685e-06, + "loss": 0.4224, + "step": 69600 + }, + { + "epoch": 94.83, + "learning_rate": 1.5739726027397262e-06, + "loss": 0.4297, + "step": 69700 + }, + { + "epoch": 94.97, + "learning_rate": 1.5328767123287671e-06, + "loss": 0.4211, + "step": 69800 + }, + { + "epoch": 95.1, + "learning_rate": 1.491780821917808e-06, + "loss": 0.4284, + "step": 69900 + }, + { + "epoch": 95.24, + "learning_rate": 1.4506849315068493e-06, + "loss": 0.4247, + "step": 70000 + }, + { + "epoch": 95.24, + "eval_cer": 0.05148213316430057, + "eval_loss": 0.24985703825950623, + "eval_runtime": 174.6527, + "eval_samples_per_second": 33.123, + "eval_steps_per_second": 4.145, + "eval_wer": 0.2597409862661184, + "step": 70000 + }, + { + "epoch": 95.37, + "learning_rate": 1.4095890410958905e-06, + "loss": 0.4311, + "step": 70100 + }, + { + "epoch": 95.51, + "learning_rate": 1.3684931506849316e-06, + "loss": 0.4307, + "step": 70200 + }, + { + "epoch": 95.65, + "learning_rate": 1.3273972602739726e-06, + "loss": 0.4226, + "step": 70300 + }, + { + "epoch": 95.78, + "learning_rate": 1.2863013698630138e-06, + "loss": 0.4286, + "step": 70400 + }, + { + "epoch": 95.92, + "learning_rate": 1.2452054794520547e-06, + "loss": 0.4309, + "step": 70500 + }, + { + "epoch": 95.92, + "eval_cer": 0.051358272951479586, + "eval_loss": 0.24932163953781128, + "eval_runtime": 174.1672, + "eval_samples_per_second": 33.215, + "eval_steps_per_second": 4.157, + "eval_wer": 0.25901373388156973, + "step": 70500 + }, + { + "epoch": 96.05, + "learning_rate": 1.204109589041096e-06, + "loss": 0.429, + "step": 70600 + }, + { + "epoch": 96.19, + "learning_rate": 1.163013698630137e-06, + "loss": 0.4335, + "step": 70700 + }, + { + "epoch": 96.33, + "learning_rate": 1.121917808219178e-06, + "loss": 0.4278, + "step": 70800 + }, + { + "epoch": 96.46, + "learning_rate": 1.0808219178082192e-06, + "loss": 0.4334, + "step": 70900 + }, + { + "epoch": 96.6, + "learning_rate": 1.0397260273972602e-06, + "loss": 0.4366, + "step": 71000 + }, + { + "epoch": 96.6, + "eval_cer": 0.051238055686094505, + "eval_loss": 0.249197855591774, + "eval_runtime": 174.0449, + "eval_samples_per_second": 33.239, + "eval_steps_per_second": 4.16, + "eval_wer": 0.25918156135492715, + "step": 71000 + }, + { + "epoch": 96.73, + "learning_rate": 9.986301369863016e-07, + "loss": 0.4261, + "step": 71100 + }, + { + "epoch": 96.87, + "learning_rate": 9.575342465753425e-07, + "loss": 0.4188, + "step": 71200 + }, + { + "epoch": 97.01, + "learning_rate": 9.164383561643836e-07, + "loss": 0.4171, + "step": 71300 + }, + { + "epoch": 97.14, + "learning_rate": 8.753424657534247e-07, + "loss": 0.4306, + "step": 71400 + }, + { + "epoch": 97.28, + "learning_rate": 8.342465753424659e-07, + "loss": 0.4245, + "step": 71500 + }, + { + "epoch": 97.28, + "eval_cer": 0.05127812810788953, + "eval_loss": 0.24934062361717224, + "eval_runtime": 173.1587, + "eval_samples_per_second": 33.409, + "eval_steps_per_second": 4.181, + "eval_wer": 0.2586501076892954, + "step": 71500 + }, + { + "epoch": 97.41, + "learning_rate": 7.931506849315069e-07, + "loss": 0.4311, + "step": 71600 + }, + { + "epoch": 97.55, + "learning_rate": 7.520547945205479e-07, + "loss": 0.4389, + "step": 71700 + }, + { + "epoch": 97.69, + "learning_rate": 7.109589041095891e-07, + "loss": 0.428, + "step": 71800 + }, + { + "epoch": 97.82, + "learning_rate": 6.698630136986301e-07, + "loss": 0.4347, + "step": 71900 + }, + { + "epoch": 97.96, + "learning_rate": 6.287671232876712e-07, + "loss": 0.4346, + "step": 72000 + }, + { + "epoch": 97.96, + "eval_cer": 0.0511724826322481, + "eval_loss": 0.24779224395751953, + "eval_runtime": 174.3069, + "eval_samples_per_second": 33.189, + "eval_steps_per_second": 4.154, + "eval_wer": 0.25834242398814017, + "step": 72000 + }, + { + "epoch": 98.1, + "learning_rate": 5.876712328767124e-07, + "loss": 0.4297, + "step": 72100 + }, + { + "epoch": 98.23, + "learning_rate": 5.465753424657535e-07, + "loss": 0.4373, + "step": 72200 + }, + { + "epoch": 98.37, + "learning_rate": 5.054794520547945e-07, + "loss": 0.4235, + "step": 72300 + }, + { + "epoch": 98.5, + "learning_rate": 4.6438356164383565e-07, + "loss": 0.441, + "step": 72400 + }, + { + "epoch": 98.64, + "learning_rate": 4.232876712328767e-07, + "loss": 0.4289, + "step": 72500 + }, + { + "epoch": 98.64, + "eval_cer": 0.05115426789506854, + "eval_loss": 0.24892671406269073, + "eval_runtime": 174.4572, + "eval_samples_per_second": 33.16, + "eval_steps_per_second": 4.15, + "eval_wer": 0.2585102514614976, + "step": 72500 + }, + { + "epoch": 98.77, + "learning_rate": 3.821917808219178e-07, + "loss": 0.4245, + "step": 72600 + }, + { + "epoch": 98.91, + "learning_rate": 3.410958904109589e-07, + "loss": 0.4271, + "step": 72700 + }, + { + "epoch": 99.05, + "learning_rate": 3.0000000000000004e-07, + "loss": 0.4287, + "step": 72800 + }, + { + "epoch": 99.18, + "learning_rate": 2.589041095890411e-07, + "loss": 0.4311, + "step": 72900 + }, + { + "epoch": 99.32, + "learning_rate": 2.178082191780822e-07, + "loss": 0.4246, + "step": 73000 + }, + { + "epoch": 99.32, + "eval_cer": 0.051263556318145886, + "eval_loss": 0.24873462319374084, + "eval_runtime": 174.0209, + "eval_samples_per_second": 33.243, + "eval_steps_per_second": 4.16, + "eval_wer": 0.2589018488993315, + "step": 73000 + }, + { + "epoch": 99.46, + "learning_rate": 1.7671232876712328e-07, + "loss": 0.4247, + "step": 73100 + }, + { + "epoch": 99.59, + "learning_rate": 1.3602739726027397e-07, + "loss": 0.4186, + "step": 73200 + }, + { + "epoch": 99.73, + "learning_rate": 9.493150684931508e-08, + "loss": 0.4377, + "step": 73300 + }, + { + "epoch": 99.86, + "learning_rate": 5.383561643835616e-08, + "loss": 0.4296, + "step": 73400 + }, + { + "epoch": 100.0, + "learning_rate": 1.2739726027397261e-08, + "loss": 0.4241, + "step": 73500 + }, + { + "epoch": 100.0, + "eval_cer": 0.05127812810788953, + "eval_loss": 0.2491369992494583, + "eval_runtime": 174.2027, + "eval_samples_per_second": 33.208, + "eval_steps_per_second": 4.156, + "eval_wer": 0.25884590640821237, + "step": 73500 + }, + { + "epoch": 100.0, + "step": 73500, + "total_flos": 3.141686635566631e+20, + "train_loss": 0.0, + "train_runtime": 32.0497, + "train_samples_per_second": 73442.278, + "train_steps_per_second": 2293.316 + } + ], + "max_steps": 73500, + "num_train_epochs": 100, + "total_flos": 3.141686635566631e+20, + "trial_name": null, + "trial_params": null +}