| { | |
| "best_metric": 0.4362342655658722, | |
| "best_model_checkpoint": "/local_disk0/X-LSR_CV_60_EP/checkpoint-2400", | |
| "epoch": 59.55555555555556, | |
| "global_step": 26800, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 2.9999999999999997e-05, | |
| "loss": 11.3191, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 5.9999999999999995e-05, | |
| "loss": 5.2444, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 8.999999999999999e-05, | |
| "loss": 3.4938, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 0.00011999999999999999, | |
| "loss": 3.0165, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 0.00015, | |
| "loss": 2.9377, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 0.00017999999999999998, | |
| "loss": 2.9175, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 0.00020999999999999998, | |
| "loss": 2.8908, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 0.00023999999999999998, | |
| "loss": 2.8684, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "eval_loss": 2.944436550140381, | |
| "eval_runtime": 232.2253, | |
| "eval_samples_per_second": 24.58, | |
| "eval_steps_per_second": 3.075, | |
| "eval_wer": 0.9999796528781004, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 0.00027, | |
| "loss": 2.8525, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 0.0003, | |
| "loss": 2.6961, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 0.0002994339622641509, | |
| "loss": 1.6145, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 0.00029886792452830187, | |
| "loss": 1.0359, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 0.0002983018867924528, | |
| "loss": 0.8086, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 0.00029773584905660376, | |
| "loss": 0.7171, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 0.0002971698113207547, | |
| "loss": 0.6152, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.00029660377358490565, | |
| "loss": 0.5631, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "eval_loss": 0.641059398651123, | |
| "eval_runtime": 232.9944, | |
| "eval_samples_per_second": 24.498, | |
| "eval_steps_per_second": 3.064, | |
| "eval_wer": 0.5468289010519461, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 0.00029603773584905657, | |
| "loss": 0.521, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 0.00029547169811320755, | |
| "loss": 0.4953, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 0.00029490566037735847, | |
| "loss": 0.4331, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 0.0002943396226415094, | |
| "loss": 0.396, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 0.00029377358490566036, | |
| "loss": 0.4066, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 0.0002932075471698113, | |
| "loss": 0.3839, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 0.00029264150943396225, | |
| "loss": 0.3705, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 0.00029207547169811317, | |
| "loss": 0.3707, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "eval_loss": 0.5500322580337524, | |
| "eval_runtime": 232.2885, | |
| "eval_samples_per_second": 24.573, | |
| "eval_steps_per_second": 3.074, | |
| "eval_wer": 0.4608012696604065, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 0.00029150943396226414, | |
| "loss": 0.3813, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 0.00029094339622641506, | |
| "loss": 0.3572, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 0.00029037735849056604, | |
| "loss": 0.3483, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 0.00028981132075471696, | |
| "loss": 0.2772, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 0.0002892452830188679, | |
| "loss": 0.2977, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 0.00028867924528301885, | |
| "loss": 0.2802, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 0.00028811320754716977, | |
| "loss": 0.2913, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 0.00028754716981132074, | |
| "loss": 0.2899, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "eval_loss": 0.5040135383605957, | |
| "eval_runtime": 232.8201, | |
| "eval_samples_per_second": 24.517, | |
| "eval_steps_per_second": 3.067, | |
| "eval_wer": 0.420412232689686, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 0.00028698113207547166, | |
| "loss": 0.2802, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 0.00028641509433962264, | |
| "loss": 0.2769, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 0.00028584905660377356, | |
| "loss": 0.2632, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 0.00028528301886792453, | |
| "loss": 0.2784, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 0.00028471698113207545, | |
| "loss": 0.2341, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 0.00028415094339622637, | |
| "loss": 0.2346, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 0.00028358490566037734, | |
| "loss": 0.2301, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 0.00028301886792452826, | |
| "loss": 0.2376, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "eval_loss": 0.4637417495250702, | |
| "eval_runtime": 233.0278, | |
| "eval_samples_per_second": 24.495, | |
| "eval_steps_per_second": 3.064, | |
| "eval_wer": 0.3989663662074999, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 0.00028245283018867923, | |
| "loss": 0.2474, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 0.00028188679245283015, | |
| "loss": 0.2325, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 0.00028132075471698113, | |
| "loss": 0.2477, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 0.00028075471698113205, | |
| "loss": 0.2319, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 0.000280188679245283, | |
| "loss": 0.2342, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 0.00027962264150943394, | |
| "loss": 0.2176, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 0.00027905660377358486, | |
| "loss": 0.2015, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 0.00027849056603773583, | |
| "loss": 0.2063, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "eval_loss": 0.4362342655658722, | |
| "eval_runtime": 234.4496, | |
| "eval_samples_per_second": 24.346, | |
| "eval_steps_per_second": 3.045, | |
| "eval_wer": 0.3932488249537103, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 0.00027792452830188675, | |
| "loss": 0.2116, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 5.56, | |
| "learning_rate": 0.0002773584905660377, | |
| "loss": 0.2084, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 5.67, | |
| "learning_rate": 0.00027679245283018865, | |
| "loss": 0.2122, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 0.0002762264150943396, | |
| "loss": 0.2063, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 5.89, | |
| "learning_rate": 0.00027566037735849054, | |
| "loss": 0.1902, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 0.0002750943396226415, | |
| "loss": 0.2067, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 0.00027452830188679243, | |
| "loss": 0.1845, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 0.0002739622641509434, | |
| "loss": 0.1773, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "eval_loss": 0.4410901367664337, | |
| "eval_runtime": 235.6532, | |
| "eval_samples_per_second": 24.222, | |
| "eval_steps_per_second": 3.03, | |
| "eval_wer": 0.3876737135532179, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 0.0002733962264150943, | |
| "loss": 0.1793, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 0.00027283018867924524, | |
| "loss": 0.1764, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 0.0002722641509433962, | |
| "loss": 0.1882, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 6.67, | |
| "learning_rate": 0.00027169811320754714, | |
| "loss": 0.1892, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 6.78, | |
| "learning_rate": 0.0002711320754716981, | |
| "loss": 0.1941, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 0.00027056603773584903, | |
| "loss": 0.1858, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 0.00027, | |
| "loss": 0.1817, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 0.0002694339622641509, | |
| "loss": 0.1676, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "eval_loss": 0.479378342628479, | |
| "eval_runtime": 234.1851, | |
| "eval_samples_per_second": 24.374, | |
| "eval_steps_per_second": 3.049, | |
| "eval_wer": 0.38449956253687917, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 7.22, | |
| "learning_rate": 0.0002688679245283019, | |
| "loss": 0.1728, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 7.33, | |
| "learning_rate": 0.0002683018867924528, | |
| "loss": 0.1597, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 0.00026773584905660374, | |
| "loss": 0.1695, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 7.56, | |
| "learning_rate": 0.0002671698113207547, | |
| "loss": 0.1662, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 0.00026660377358490563, | |
| "loss": 0.1612, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "learning_rate": 0.0002660377358490566, | |
| "loss": 0.1611, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 7.89, | |
| "learning_rate": 0.0002654716981132075, | |
| "loss": 0.1669, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 0.0002649056603773585, | |
| "loss": 0.1728, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.4429037272930145, | |
| "eval_runtime": 233.3956, | |
| "eval_samples_per_second": 24.456, | |
| "eval_steps_per_second": 3.059, | |
| "eval_wer": 0.37750015260341424, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 0.0002643396226415094, | |
| "loss": 0.1543, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 8.22, | |
| "learning_rate": 0.0002637735849056604, | |
| "loss": 0.152, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 0.0002632075471698113, | |
| "loss": 0.1552, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 0.0002626415094339622, | |
| "loss": 0.16, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 8.56, | |
| "learning_rate": 0.0002620754716981132, | |
| "loss": 0.1645, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 0.0002615094339622641, | |
| "loss": 0.158, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 0.0002609433962264151, | |
| "loss": 0.1654, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 0.000260377358490566, | |
| "loss": 0.1556, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "eval_loss": 0.4799572825431824, | |
| "eval_runtime": 233.7994, | |
| "eval_samples_per_second": 24.414, | |
| "eval_steps_per_second": 3.054, | |
| "eval_wer": 0.38354324780759763, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 0.000259811320754717, | |
| "loss": 0.1627, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 9.11, | |
| "learning_rate": 0.0002592452830188679, | |
| "loss": 0.1443, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 0.0002586792452830189, | |
| "loss": 0.1527, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 0.0002581132075471698, | |
| "loss": 0.1516, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "learning_rate": 0.0002575471698113207, | |
| "loss": 0.1554, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "learning_rate": 0.0002569811320754717, | |
| "loss": 0.1502, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 0.0002564150943396226, | |
| "loss": 0.1496, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 0.0002558490566037736, | |
| "loss": 0.1514, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "eval_loss": 0.46985962986946106, | |
| "eval_runtime": 235.3127, | |
| "eval_samples_per_second": 24.257, | |
| "eval_steps_per_second": 3.034, | |
| "eval_wer": 0.3755264817791523, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 9.89, | |
| "learning_rate": 0.0002552830188679245, | |
| "loss": 0.1501, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 0.0002547169811320755, | |
| "loss": 0.1464, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 10.11, | |
| "learning_rate": 0.0002541509433962264, | |
| "loss": 0.1354, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "learning_rate": 0.00025358490566037737, | |
| "loss": 0.1315, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 10.33, | |
| "learning_rate": 0.0002530188679245283, | |
| "loss": 0.1365, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 10.44, | |
| "learning_rate": 0.0002524528301886792, | |
| "loss": 0.1399, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 10.56, | |
| "learning_rate": 0.0002518867924528302, | |
| "loss": 0.1351, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 10.67, | |
| "learning_rate": 0.0002513207547169811, | |
| "loss": 0.1405, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 10.67, | |
| "eval_loss": 0.47201868891716003, | |
| "eval_runtime": 234.4469, | |
| "eval_samples_per_second": 24.347, | |
| "eval_steps_per_second": 3.045, | |
| "eval_wer": 0.3793517406962785, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "learning_rate": 0.0002507547169811321, | |
| "loss": 0.1446, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 10.89, | |
| "learning_rate": 0.000250188679245283, | |
| "loss": 0.1402, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "learning_rate": 0.00024962264150943397, | |
| "loss": 0.1417, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 0.0002490566037735849, | |
| "loss": 0.1326, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 11.22, | |
| "learning_rate": 0.00024849056603773586, | |
| "loss": 0.1409, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 11.33, | |
| "learning_rate": 0.0002479245283018868, | |
| "loss": 0.1279, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 11.44, | |
| "learning_rate": 0.0002473584905660377, | |
| "loss": 0.1333, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "learning_rate": 0.0002467924528301887, | |
| "loss": 0.1317, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "eval_loss": 0.5062007904052734, | |
| "eval_runtime": 233.2872, | |
| "eval_samples_per_second": 24.468, | |
| "eval_steps_per_second": 3.061, | |
| "eval_wer": 0.3787006327954911, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 11.67, | |
| "learning_rate": 0.0002462264150943396, | |
| "loss": 0.1309, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "learning_rate": 0.00024566037735849057, | |
| "loss": 0.1344, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 11.89, | |
| "learning_rate": 0.0002450943396226415, | |
| "loss": 0.1339, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "learning_rate": 0.00024452830188679246, | |
| "loss": 0.1403, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 12.11, | |
| "learning_rate": 0.00024396226415094338, | |
| "loss": 0.1208, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 12.22, | |
| "learning_rate": 0.00024339622641509433, | |
| "loss": 0.1278, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 12.33, | |
| "learning_rate": 0.00024283018867924527, | |
| "loss": 0.1148, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 12.44, | |
| "learning_rate": 0.00024226415094339622, | |
| "loss": 0.1204, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 12.44, | |
| "eval_loss": 0.4777355492115021, | |
| "eval_runtime": 233.4682, | |
| "eval_samples_per_second": 24.449, | |
| "eval_steps_per_second": 3.058, | |
| "eval_wer": 0.36860846033328587, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 12.56, | |
| "learning_rate": 0.00024169811320754717, | |
| "loss": 0.1237, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 12.67, | |
| "learning_rate": 0.0002411320754716981, | |
| "loss": 0.124, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 12.78, | |
| "learning_rate": 0.00024056603773584906, | |
| "loss": 0.1358, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 12.89, | |
| "learning_rate": 0.00023999999999999998, | |
| "loss": 0.1243, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "learning_rate": 0.00023943396226415093, | |
| "loss": 0.1255, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 13.11, | |
| "learning_rate": 0.00023886792452830187, | |
| "loss": 0.1158, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 13.22, | |
| "learning_rate": 0.00023830188679245282, | |
| "loss": 0.1135, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 13.33, | |
| "learning_rate": 0.00023773584905660377, | |
| "loss": 0.12, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 13.33, | |
| "eval_loss": 0.5171375870704651, | |
| "eval_runtime": 233.056, | |
| "eval_samples_per_second": 24.492, | |
| "eval_steps_per_second": 3.064, | |
| "eval_wer": 0.3718233055934238, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 13.44, | |
| "learning_rate": 0.0002371698113207547, | |
| "loss": 0.1218, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 13.56, | |
| "learning_rate": 0.00023660377358490566, | |
| "loss": 0.1244, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "learning_rate": 0.0002360377358490566, | |
| "loss": 0.1238, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 13.78, | |
| "learning_rate": 0.00023547169811320755, | |
| "loss": 0.1188, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 13.89, | |
| "learning_rate": 0.0002349056603773585, | |
| "loss": 0.1167, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "learning_rate": 0.00023433962264150942, | |
| "loss": 0.1212, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 14.11, | |
| "learning_rate": 0.00023377358490566036, | |
| "loss": 0.1209, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 14.22, | |
| "learning_rate": 0.0002332075471698113, | |
| "loss": 0.1176, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 14.22, | |
| "eval_loss": 0.5209046602249146, | |
| "eval_runtime": 232.7218, | |
| "eval_samples_per_second": 24.527, | |
| "eval_steps_per_second": 3.068, | |
| "eval_wer": 0.37357315807679004, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 14.33, | |
| "learning_rate": 0.00023264150943396226, | |
| "loss": 0.1108, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 14.44, | |
| "learning_rate": 0.0002320754716981132, | |
| "loss": 0.1201, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "learning_rate": 0.00023150943396226415, | |
| "loss": 0.1135, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 14.67, | |
| "learning_rate": 0.0002309433962264151, | |
| "loss": 0.111, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 14.78, | |
| "learning_rate": 0.00023037735849056604, | |
| "loss": 0.1169, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 14.89, | |
| "learning_rate": 0.000229811320754717, | |
| "loss": 0.12, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "learning_rate": 0.0002292452830188679, | |
| "loss": 0.1145, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 15.11, | |
| "learning_rate": 0.00022867924528301886, | |
| "loss": 0.1102, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 15.11, | |
| "eval_loss": 0.5242590308189392, | |
| "eval_runtime": 233.3294, | |
| "eval_samples_per_second": 24.463, | |
| "eval_steps_per_second": 3.06, | |
| "eval_wer": 0.37780535943190835, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 15.22, | |
| "learning_rate": 0.0002281132075471698, | |
| "loss": 0.0994, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 15.33, | |
| "learning_rate": 0.00022754716981132075, | |
| "loss": 0.1196, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 15.44, | |
| "learning_rate": 0.0002269811320754717, | |
| "loss": 0.1125, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 15.56, | |
| "learning_rate": 0.00022641509433962264, | |
| "loss": 0.1122, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 15.67, | |
| "learning_rate": 0.0002258490566037736, | |
| "loss": 0.1235, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 15.78, | |
| "learning_rate": 0.00022528301886792453, | |
| "loss": 0.1088, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 15.89, | |
| "learning_rate": 0.00022471698113207543, | |
| "loss": 0.1089, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "learning_rate": 0.00022415094339622637, | |
| "loss": 0.1097, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_loss": 0.4982779622077942, | |
| "eval_runtime": 233.2014, | |
| "eval_samples_per_second": 24.477, | |
| "eval_steps_per_second": 3.062, | |
| "eval_wer": 0.3620159928378131, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 16.11, | |
| "learning_rate": 0.00022358490566037732, | |
| "loss": 0.1023, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 16.22, | |
| "learning_rate": 0.00022301886792452827, | |
| "loss": 0.097, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 16.33, | |
| "learning_rate": 0.0002224528301886792, | |
| "loss": 0.1002, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 16.44, | |
| "learning_rate": 0.00022188679245283016, | |
| "loss": 0.1051, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 16.56, | |
| "learning_rate": 0.0002213207547169811, | |
| "loss": 0.1114, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 16.67, | |
| "learning_rate": 0.00022075471698113205, | |
| "loss": 0.0984, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 16.78, | |
| "learning_rate": 0.00022018867924528297, | |
| "loss": 0.1121, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 16.89, | |
| "learning_rate": 0.00021962264150943392, | |
| "loss": 0.1091, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 16.89, | |
| "eval_loss": 0.4976480007171631, | |
| "eval_runtime": 232.5964, | |
| "eval_samples_per_second": 24.54, | |
| "eval_steps_per_second": 3.07, | |
| "eval_wer": 0.366166805705333, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "learning_rate": 0.00021905660377358486, | |
| "loss": 0.1061, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 17.11, | |
| "learning_rate": 0.0002184905660377358, | |
| "loss": 0.0962, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 17.22, | |
| "learning_rate": 0.00021792452830188676, | |
| "loss": 0.101, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 17.33, | |
| "learning_rate": 0.0002173584905660377, | |
| "loss": 0.1109, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 17.44, | |
| "learning_rate": 0.00021679245283018865, | |
| "loss": 0.1021, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 17.56, | |
| "learning_rate": 0.0002162264150943396, | |
| "loss": 0.1011, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 17.67, | |
| "learning_rate": 0.00021566037735849054, | |
| "loss": 0.0992, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 17.78, | |
| "learning_rate": 0.00021509433962264146, | |
| "loss": 0.104, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 17.78, | |
| "eval_loss": 0.5483397245407104, | |
| "eval_runtime": 232.4366, | |
| "eval_samples_per_second": 24.557, | |
| "eval_steps_per_second": 3.072, | |
| "eval_wer": 0.3651901438541518, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 17.89, | |
| "learning_rate": 0.0002145283018867924, | |
| "loss": 0.1047, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "learning_rate": 0.00021396226415094336, | |
| "loss": 0.1026, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 18.11, | |
| "learning_rate": 0.0002133962264150943, | |
| "loss": 0.0929, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 18.22, | |
| "learning_rate": 0.00021283018867924525, | |
| "loss": 0.0933, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 18.33, | |
| "learning_rate": 0.0002122641509433962, | |
| "loss": 0.0971, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 18.44, | |
| "learning_rate": 0.00021169811320754714, | |
| "loss": 0.097, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 18.56, | |
| "learning_rate": 0.0002111320754716981, | |
| "loss": 0.097, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 18.67, | |
| "learning_rate": 0.00021056603773584904, | |
| "loss": 0.1014, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 18.67, | |
| "eval_loss": 0.5109674334526062, | |
| "eval_runtime": 233.1396, | |
| "eval_samples_per_second": 24.483, | |
| "eval_steps_per_second": 3.063, | |
| "eval_wer": 0.3620159928378131, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 18.78, | |
| "learning_rate": 0.00020999999999999998, | |
| "loss": 0.0936, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 18.89, | |
| "learning_rate": 0.0002094339622641509, | |
| "loss": 0.0948, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "learning_rate": 0.00020886792452830185, | |
| "loss": 0.0928, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 19.11, | |
| "learning_rate": 0.0002083018867924528, | |
| "loss": 0.0912, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 19.22, | |
| "learning_rate": 0.00020773584905660374, | |
| "loss": 0.0918, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 19.33, | |
| "learning_rate": 0.0002071698113207547, | |
| "loss": 0.0902, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 19.44, | |
| "learning_rate": 0.00020660377358490563, | |
| "loss": 0.0961, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 19.56, | |
| "learning_rate": 0.00020603773584905658, | |
| "loss": 0.0921, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 19.56, | |
| "eval_loss": 0.4945477545261383, | |
| "eval_runtime": 232.6384, | |
| "eval_samples_per_second": 24.536, | |
| "eval_steps_per_second": 3.069, | |
| "eval_wer": 0.3609375953771339, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 19.67, | |
| "learning_rate": 0.00020547169811320753, | |
| "loss": 0.0957, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 19.78, | |
| "learning_rate": 0.00020491698113207546, | |
| "loss": 0.0958, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 19.89, | |
| "learning_rate": 0.0002043509433962264, | |
| "loss": 0.0952, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 0.00020378490566037735, | |
| "loss": 0.0847, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 20.11, | |
| "learning_rate": 0.00020321886792452827, | |
| "loss": 0.0921, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 20.22, | |
| "learning_rate": 0.00020265283018867922, | |
| "loss": 0.0885, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 20.33, | |
| "learning_rate": 0.00020208679245283017, | |
| "loss": 0.0881, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 20.44, | |
| "learning_rate": 0.0002015207547169811, | |
| "loss": 0.0943, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 20.44, | |
| "eval_loss": 0.5395381450653076, | |
| "eval_runtime": 232.8056, | |
| "eval_samples_per_second": 24.518, | |
| "eval_steps_per_second": 3.067, | |
| "eval_wer": 0.36470181292856124, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 20.56, | |
| "learning_rate": 0.00020095471698113206, | |
| "loss": 0.0888, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 20.67, | |
| "learning_rate": 0.000200388679245283, | |
| "loss": 0.0894, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 20.78, | |
| "learning_rate": 0.00019982264150943395, | |
| "loss": 0.0883, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 20.89, | |
| "learning_rate": 0.0001992566037735849, | |
| "loss": 0.0873, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "learning_rate": 0.00019869056603773584, | |
| "loss": 0.095, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 21.11, | |
| "learning_rate": 0.00019812452830188676, | |
| "loss": 0.087, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 21.22, | |
| "learning_rate": 0.0001975584905660377, | |
| "loss": 0.0795, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 21.33, | |
| "learning_rate": 0.00019699245283018866, | |
| "loss": 0.0877, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 21.33, | |
| "eval_loss": 0.516017735004425, | |
| "eval_runtime": 232.5407, | |
| "eval_samples_per_second": 24.546, | |
| "eval_steps_per_second": 3.07, | |
| "eval_wer": 0.37127393330213443, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 21.44, | |
| "learning_rate": 0.0001964264150943396, | |
| "loss": 0.0902, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 21.56, | |
| "learning_rate": 0.00019586037735849055, | |
| "loss": 0.0898, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 21.67, | |
| "learning_rate": 0.0001952943396226415, | |
| "loss": 0.0934, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 21.78, | |
| "learning_rate": 0.00019472830188679244, | |
| "loss": 0.0845, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 21.89, | |
| "learning_rate": 0.0001941622641509434, | |
| "loss": 0.0916, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "learning_rate": 0.00019359622641509434, | |
| "loss": 0.0878, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 22.11, | |
| "learning_rate": 0.00019303018867924526, | |
| "loss": 0.0864, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 22.22, | |
| "learning_rate": 0.0001924641509433962, | |
| "loss": 0.0768, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 22.22, | |
| "eval_loss": 0.5633887052536011, | |
| "eval_runtime": 233.9063, | |
| "eval_samples_per_second": 24.403, | |
| "eval_steps_per_second": 3.053, | |
| "eval_wer": 0.36429487049056913, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 22.33, | |
| "learning_rate": 0.00019189811320754715, | |
| "loss": 0.0888, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 22.44, | |
| "learning_rate": 0.0001913320754716981, | |
| "loss": 0.0876, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 22.56, | |
| "learning_rate": 0.00019076603773584904, | |
| "loss": 0.0835, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 22.67, | |
| "learning_rate": 0.0001902, | |
| "loss": 0.0766, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 22.78, | |
| "learning_rate": 0.00018963396226415093, | |
| "loss": 0.0909, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 22.89, | |
| "learning_rate": 0.00018906792452830188, | |
| "loss": 0.08, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "learning_rate": 0.00018850188679245283, | |
| "loss": 0.081, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 23.11, | |
| "learning_rate": 0.00018793584905660375, | |
| "loss": 0.0744, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 23.11, | |
| "eval_loss": 0.5204855799674988, | |
| "eval_runtime": 235.6787, | |
| "eval_samples_per_second": 24.219, | |
| "eval_steps_per_second": 3.03, | |
| "eval_wer": 0.3642745233686695, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 23.22, | |
| "learning_rate": 0.0001873698113207547, | |
| "loss": 0.0817, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 23.33, | |
| "learning_rate": 0.00018680377358490564, | |
| "loss": 0.0791, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 23.44, | |
| "learning_rate": 0.0001862377358490566, | |
| "loss": 0.0779, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 23.56, | |
| "learning_rate": 0.00018567169811320753, | |
| "loss": 0.0818, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 23.67, | |
| "learning_rate": 0.00018510566037735848, | |
| "loss": 0.0801, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 23.78, | |
| "learning_rate": 0.00018453962264150943, | |
| "loss": 0.0843, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 23.89, | |
| "learning_rate": 0.00018397358490566037, | |
| "loss": 0.0832, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "learning_rate": 0.00018340754716981132, | |
| "loss": 0.0852, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_loss": 0.5427780151367188, | |
| "eval_runtime": 234.1837, | |
| "eval_samples_per_second": 24.374, | |
| "eval_steps_per_second": 3.049, | |
| "eval_wer": 0.36130384357132683, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 24.11, | |
| "learning_rate": 0.00018284150943396224, | |
| "loss": 0.0779, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 24.22, | |
| "learning_rate": 0.00018227547169811319, | |
| "loss": 0.0734, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 24.33, | |
| "learning_rate": 0.00018170943396226413, | |
| "loss": 0.0843, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 24.44, | |
| "learning_rate": 0.00018114339622641508, | |
| "loss": 0.0777, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 24.56, | |
| "learning_rate": 0.00018057735849056602, | |
| "loss": 0.0782, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 24.67, | |
| "learning_rate": 0.00018001132075471697, | |
| "loss": 0.0783, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 24.78, | |
| "learning_rate": 0.00017944528301886792, | |
| "loss": 0.076, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 24.89, | |
| "learning_rate": 0.00017887924528301886, | |
| "loss": 0.0732, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 24.89, | |
| "eval_loss": 0.551848292350769, | |
| "eval_runtime": 232.8874, | |
| "eval_samples_per_second": 24.51, | |
| "eval_steps_per_second": 3.066, | |
| "eval_wer": 0.3628298777137974, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 0.0001783245283018868, | |
| "loss": 0.0861, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 25.11, | |
| "learning_rate": 0.0001777698113207547, | |
| "loss": 0.0812, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 25.22, | |
| "learning_rate": 0.00017720377358490565, | |
| "loss": 0.0765, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 25.33, | |
| "learning_rate": 0.00017663773584905657, | |
| "loss": 0.0775, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 25.44, | |
| "learning_rate": 0.00017607169811320752, | |
| "loss": 0.0762, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 25.56, | |
| "learning_rate": 0.00017550566037735846, | |
| "loss": 0.0782, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 25.67, | |
| "learning_rate": 0.0001749396226415094, | |
| "loss": 0.077, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 25.78, | |
| "learning_rate": 0.00017437358490566036, | |
| "loss": 0.0725, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 25.78, | |
| "eval_loss": 0.5757771134376526, | |
| "eval_runtime": 233.1827, | |
| "eval_samples_per_second": 24.479, | |
| "eval_steps_per_second": 3.062, | |
| "eval_wer": 0.37282031456650455, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 25.89, | |
| "learning_rate": 0.0001738075471698113, | |
| "loss": 0.08, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "learning_rate": 0.00017324150943396225, | |
| "loss": 0.0743, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 26.11, | |
| "learning_rate": 0.0001726754716981132, | |
| "loss": 0.0722, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 26.22, | |
| "learning_rate": 0.00017210943396226414, | |
| "loss": 0.0725, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 26.33, | |
| "learning_rate": 0.00017154339622641506, | |
| "loss": 0.0708, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 26.44, | |
| "learning_rate": 0.000170977358490566, | |
| "loss": 0.081, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 26.56, | |
| "learning_rate": 0.00017041132075471695, | |
| "loss": 0.0704, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 26.67, | |
| "learning_rate": 0.0001698452830188679, | |
| "loss": 0.0691, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 26.67, | |
| "eval_loss": 0.5725019574165344, | |
| "eval_runtime": 232.5631, | |
| "eval_samples_per_second": 24.544, | |
| "eval_steps_per_second": 3.07, | |
| "eval_wer": 0.3584552465053818, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 26.78, | |
| "learning_rate": 0.00016927924528301885, | |
| "loss": 0.0766, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 26.89, | |
| "learning_rate": 0.0001687132075471698, | |
| "loss": 0.0767, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "learning_rate": 0.00016814716981132074, | |
| "loss": 0.0748, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 27.11, | |
| "learning_rate": 0.0001675811320754717, | |
| "loss": 0.0645, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 27.22, | |
| "learning_rate": 0.00016701509433962263, | |
| "loss": 0.0701, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 27.33, | |
| "learning_rate": 0.00016644905660377358, | |
| "loss": 0.0702, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 27.44, | |
| "learning_rate": 0.0001658830188679245, | |
| "loss": 0.0711, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 27.56, | |
| "learning_rate": 0.00016531698113207545, | |
| "loss": 0.0664, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 27.56, | |
| "eval_loss": 0.5794127583503723, | |
| "eval_runtime": 233.0106, | |
| "eval_samples_per_second": 24.497, | |
| "eval_steps_per_second": 3.064, | |
| "eval_wer": 0.35994058640405313, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 27.67, | |
| "learning_rate": 0.0001647509433962264, | |
| "loss": 0.0692, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 27.78, | |
| "learning_rate": 0.00016418490566037734, | |
| "loss": 0.0705, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 27.89, | |
| "learning_rate": 0.00016361886792452829, | |
| "loss": 0.0705, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "learning_rate": 0.00016305283018867923, | |
| "loss": 0.0655, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 28.11, | |
| "learning_rate": 0.00016248679245283018, | |
| "loss": 0.0723, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 28.22, | |
| "learning_rate": 0.00016192075471698113, | |
| "loss": 0.0716, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 28.33, | |
| "learning_rate": 0.00016135471698113207, | |
| "loss": 0.0709, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 28.44, | |
| "learning_rate": 0.000160788679245283, | |
| "loss": 0.0663, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 28.44, | |
| "eval_loss": 0.5777014493942261, | |
| "eval_runtime": 235.2144, | |
| "eval_samples_per_second": 24.267, | |
| "eval_steps_per_second": 3.036, | |
| "eval_wer": 0.35607463324312777, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 28.56, | |
| "learning_rate": 0.00016022264150943394, | |
| "loss": 0.0687, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 28.67, | |
| "learning_rate": 0.00015965660377358488, | |
| "loss": 0.0736, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 28.78, | |
| "learning_rate": 0.00015909056603773583, | |
| "loss": 0.0675, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 28.89, | |
| "learning_rate": 0.00015852452830188678, | |
| "loss": 0.0695, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "learning_rate": 0.00015795849056603772, | |
| "loss": 0.0719, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 29.11, | |
| "learning_rate": 0.00015739245283018867, | |
| "loss": 0.0675, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 29.22, | |
| "learning_rate": 0.00015682641509433962, | |
| "loss": 0.0692, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 29.33, | |
| "learning_rate": 0.00015626037735849056, | |
| "loss": 0.0671, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 29.33, | |
| "eval_loss": 0.573063850402832, | |
| "eval_runtime": 235.4966, | |
| "eval_samples_per_second": 24.238, | |
| "eval_steps_per_second": 3.032, | |
| "eval_wer": 0.35485380592915133, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 29.44, | |
| "learning_rate": 0.00015569433962264148, | |
| "loss": 0.0648, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 29.56, | |
| "learning_rate": 0.00015512830188679243, | |
| "loss": 0.0768, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 29.67, | |
| "learning_rate": 0.00015456226415094338, | |
| "loss": 0.0627, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 29.78, | |
| "learning_rate": 0.00015399622641509432, | |
| "loss": 0.0657, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 29.89, | |
| "learning_rate": 0.00015343018867924527, | |
| "loss": 0.0698, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "learning_rate": 0.00015286415094339622, | |
| "loss": 0.0683, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 30.11, | |
| "learning_rate": 0.00015229811320754716, | |
| "loss": 0.0616, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 30.22, | |
| "learning_rate": 0.0001517320754716981, | |
| "loss": 0.0649, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 30.22, | |
| "eval_loss": 0.5660180449485779, | |
| "eval_runtime": 233.6416, | |
| "eval_samples_per_second": 24.431, | |
| "eval_steps_per_second": 3.056, | |
| "eval_wer": 0.3600423220135512, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 30.33, | |
| "learning_rate": 0.00015116603773584905, | |
| "loss": 0.0674, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 30.44, | |
| "learning_rate": 0.00015059999999999997, | |
| "loss": 0.0645, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 30.56, | |
| "learning_rate": 0.00015003396226415092, | |
| "loss": 0.0643, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 30.67, | |
| "learning_rate": 0.00014946792452830187, | |
| "loss": 0.0631, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 30.78, | |
| "learning_rate": 0.00014890188679245281, | |
| "loss": 0.064, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 30.89, | |
| "learning_rate": 0.00014833584905660376, | |
| "loss": 0.0666, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "learning_rate": 0.0001477698113207547, | |
| "loss": 0.0656, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 31.11, | |
| "learning_rate": 0.00014720377358490565, | |
| "loss": 0.0614, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 31.11, | |
| "eval_loss": 0.5769771933555603, | |
| "eval_runtime": 234.4224, | |
| "eval_samples_per_second": 24.349, | |
| "eval_steps_per_second": 3.046, | |
| "eval_wer": 0.35595255051173014, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 31.22, | |
| "learning_rate": 0.0001466377358490566, | |
| "loss": 0.0609, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 31.33, | |
| "learning_rate": 0.00014607169811320755, | |
| "loss": 0.0615, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 31.44, | |
| "learning_rate": 0.0001455056603773585, | |
| "loss": 0.0595, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 31.56, | |
| "learning_rate": 0.0001449396226415094, | |
| "loss": 0.0535, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 31.67, | |
| "learning_rate": 0.00014437358490566036, | |
| "loss": 0.0662, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 31.78, | |
| "learning_rate": 0.0001438075471698113, | |
| "loss": 0.0636, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 31.89, | |
| "learning_rate": 0.00014324150943396225, | |
| "loss": 0.065, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "learning_rate": 0.0001426754716981132, | |
| "loss": 0.0605, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_loss": 0.5667794942855835, | |
| "eval_runtime": 236.4511, | |
| "eval_samples_per_second": 24.14, | |
| "eval_steps_per_second": 3.02, | |
| "eval_wer": 0.35633914582782267, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 32.11, | |
| "learning_rate": 0.00014210943396226414, | |
| "loss": 0.0576, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 32.22, | |
| "learning_rate": 0.0001415433962264151, | |
| "loss": 0.0576, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 32.33, | |
| "learning_rate": 0.00014097735849056604, | |
| "loss": 0.0567, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 32.44, | |
| "learning_rate": 0.00014041132075471698, | |
| "loss": 0.0638, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 32.56, | |
| "learning_rate": 0.0001398452830188679, | |
| "loss": 0.0563, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 32.67, | |
| "learning_rate": 0.00013927924528301885, | |
| "loss": 0.0606, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 32.78, | |
| "learning_rate": 0.0001387132075471698, | |
| "loss": 0.066, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 32.89, | |
| "learning_rate": 0.00013814716981132074, | |
| "loss": 0.0594, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 32.89, | |
| "eval_loss": 0.5590910911560059, | |
| "eval_runtime": 236.6548, | |
| "eval_samples_per_second": 24.12, | |
| "eval_steps_per_second": 3.017, | |
| "eval_wer": 0.3464707917065131, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "learning_rate": 0.0001375811320754717, | |
| "loss": 0.0567, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 33.11, | |
| "learning_rate": 0.00013701509433962264, | |
| "loss": 0.0593, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 33.22, | |
| "learning_rate": 0.00013644905660377358, | |
| "loss": 0.0503, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 33.33, | |
| "learning_rate": 0.00013588301886792453, | |
| "loss": 0.0548, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 33.44, | |
| "learning_rate": 0.00013531698113207548, | |
| "loss": 0.058, | |
| "step": 15050 | |
| }, | |
| { | |
| "epoch": 33.56, | |
| "learning_rate": 0.0001347509433962264, | |
| "loss": 0.0593, | |
| "step": 15100 | |
| }, | |
| { | |
| "epoch": 33.67, | |
| "learning_rate": 0.00013418490566037734, | |
| "loss": 0.0576, | |
| "step": 15150 | |
| }, | |
| { | |
| "epoch": 33.78, | |
| "learning_rate": 0.0001336188679245283, | |
| "loss": 0.0622, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 33.78, | |
| "eval_loss": 0.6206709742546082, | |
| "eval_runtime": 237.9375, | |
| "eval_samples_per_second": 23.989, | |
| "eval_steps_per_second": 3.001, | |
| "eval_wer": 0.35127271247482045, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 33.89, | |
| "learning_rate": 0.00013305283018867923, | |
| "loss": 0.0554, | |
| "step": 15250 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "learning_rate": 0.00013248679245283018, | |
| "loss": 0.0536, | |
| "step": 15300 | |
| }, | |
| { | |
| "epoch": 34.11, | |
| "learning_rate": 0.00013192075471698113, | |
| "loss": 0.0585, | |
| "step": 15350 | |
| }, | |
| { | |
| "epoch": 34.22, | |
| "learning_rate": 0.00013135471698113207, | |
| "loss": 0.0604, | |
| "step": 15400 | |
| }, | |
| { | |
| "epoch": 34.33, | |
| "learning_rate": 0.00013078867924528302, | |
| "loss": 0.0586, | |
| "step": 15450 | |
| }, | |
| { | |
| "epoch": 34.44, | |
| "learning_rate": 0.00013023396226415093, | |
| "loss": 0.0648, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 34.56, | |
| "learning_rate": 0.00012966792452830187, | |
| "loss": 0.0534, | |
| "step": 15550 | |
| }, | |
| { | |
| "epoch": 34.67, | |
| "learning_rate": 0.00012910188679245282, | |
| "loss": 0.0597, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 34.67, | |
| "eval_loss": 0.545280933380127, | |
| "eval_runtime": 234.5113, | |
| "eval_samples_per_second": 24.34, | |
| "eval_steps_per_second": 3.045, | |
| "eval_wer": 0.35078438154922986, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 34.78, | |
| "learning_rate": 0.00012853584905660377, | |
| "loss": 0.058, | |
| "step": 15650 | |
| }, | |
| { | |
| "epoch": 34.89, | |
| "learning_rate": 0.0001279698113207547, | |
| "loss": 0.0557, | |
| "step": 15700 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "learning_rate": 0.00012740377358490566, | |
| "loss": 0.0557, | |
| "step": 15750 | |
| }, | |
| { | |
| "epoch": 35.11, | |
| "learning_rate": 0.0001268377358490566, | |
| "loss": 0.0529, | |
| "step": 15800 | |
| }, | |
| { | |
| "epoch": 35.22, | |
| "learning_rate": 0.00012627169811320753, | |
| "loss": 0.0544, | |
| "step": 15850 | |
| }, | |
| { | |
| "epoch": 35.33, | |
| "learning_rate": 0.00012570566037735847, | |
| "loss": 0.0538, | |
| "step": 15900 | |
| }, | |
| { | |
| "epoch": 35.44, | |
| "learning_rate": 0.00012513962264150942, | |
| "loss": 0.0517, | |
| "step": 15950 | |
| }, | |
| { | |
| "epoch": 35.56, | |
| "learning_rate": 0.00012457358490566037, | |
| "loss": 0.0566, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 35.56, | |
| "eval_loss": 0.6024277210235596, | |
| "eval_runtime": 233.9908, | |
| "eval_samples_per_second": 24.394, | |
| "eval_steps_per_second": 3.051, | |
| "eval_wer": 0.3531649948114839, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 35.67, | |
| "learning_rate": 0.0001240075471698113, | |
| "loss": 0.051, | |
| "step": 16050 | |
| }, | |
| { | |
| "epoch": 35.78, | |
| "learning_rate": 0.00012344150943396226, | |
| "loss": 0.0591, | |
| "step": 16100 | |
| }, | |
| { | |
| "epoch": 35.89, | |
| "learning_rate": 0.0001228754716981132, | |
| "loss": 0.0569, | |
| "step": 16150 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "learning_rate": 0.00012230943396226415, | |
| "loss": 0.0563, | |
| "step": 16200 | |
| }, | |
| { | |
| "epoch": 36.11, | |
| "learning_rate": 0.00012174339622641508, | |
| "loss": 0.0533, | |
| "step": 16250 | |
| }, | |
| { | |
| "epoch": 36.22, | |
| "learning_rate": 0.00012117735849056603, | |
| "loss": 0.0566, | |
| "step": 16300 | |
| }, | |
| { | |
| "epoch": 36.33, | |
| "learning_rate": 0.00012061132075471698, | |
| "loss": 0.0556, | |
| "step": 16350 | |
| }, | |
| { | |
| "epoch": 36.44, | |
| "learning_rate": 0.00012004528301886791, | |
| "loss": 0.0524, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 36.44, | |
| "eval_loss": 0.6054043173789978, | |
| "eval_runtime": 232.789, | |
| "eval_samples_per_second": 24.52, | |
| "eval_steps_per_second": 3.067, | |
| "eval_wer": 0.3538161027122714, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 36.56, | |
| "learning_rate": 0.00011947924528301886, | |
| "loss": 0.0568, | |
| "step": 16450 | |
| }, | |
| { | |
| "epoch": 36.67, | |
| "learning_rate": 0.0001189132075471698, | |
| "loss": 0.0554, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 36.78, | |
| "learning_rate": 0.00011834716981132075, | |
| "loss": 0.0499, | |
| "step": 16550 | |
| }, | |
| { | |
| "epoch": 36.89, | |
| "learning_rate": 0.0001177811320754717, | |
| "loss": 0.0518, | |
| "step": 16600 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "learning_rate": 0.00011721509433962263, | |
| "loss": 0.0571, | |
| "step": 16650 | |
| }, | |
| { | |
| "epoch": 37.11, | |
| "learning_rate": 0.00011664905660377358, | |
| "loss": 0.0542, | |
| "step": 16700 | |
| }, | |
| { | |
| "epoch": 37.22, | |
| "learning_rate": 0.00011608301886792452, | |
| "loss": 0.0502, | |
| "step": 16750 | |
| }, | |
| { | |
| "epoch": 37.33, | |
| "learning_rate": 0.00011551698113207547, | |
| "loss": 0.045, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 37.33, | |
| "eval_loss": 0.6067692041397095, | |
| "eval_runtime": 233.7086, | |
| "eval_samples_per_second": 24.424, | |
| "eval_steps_per_second": 3.055, | |
| "eval_wer": 0.3464097503408143, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 37.44, | |
| "learning_rate": 0.0001149509433962264, | |
| "loss": 0.0536, | |
| "step": 16850 | |
| }, | |
| { | |
| "epoch": 37.56, | |
| "learning_rate": 0.00011438490566037735, | |
| "loss": 0.0513, | |
| "step": 16900 | |
| }, | |
| { | |
| "epoch": 37.67, | |
| "learning_rate": 0.0001138188679245283, | |
| "loss": 0.0513, | |
| "step": 16950 | |
| }, | |
| { | |
| "epoch": 37.78, | |
| "learning_rate": 0.00011325283018867924, | |
| "loss": 0.0546, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 37.89, | |
| "learning_rate": 0.00011268679245283019, | |
| "loss": 0.0552, | |
| "step": 17050 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "learning_rate": 0.00011212075471698112, | |
| "loss": 0.0511, | |
| "step": 17100 | |
| }, | |
| { | |
| "epoch": 38.11, | |
| "learning_rate": 0.00011155471698113207, | |
| "loss": 0.0517, | |
| "step": 17150 | |
| }, | |
| { | |
| "epoch": 38.22, | |
| "learning_rate": 0.00011098867924528301, | |
| "loss": 0.0526, | |
| "step": 17200 | |
| }, | |
| { | |
| "epoch": 38.22, | |
| "eval_loss": 0.5827322602272034, | |
| "eval_runtime": 234.6281, | |
| "eval_samples_per_second": 24.328, | |
| "eval_steps_per_second": 3.043, | |
| "eval_wer": 0.34946181862575537, | |
| "step": 17200 | |
| }, | |
| { | |
| "epoch": 38.33, | |
| "learning_rate": 0.00011042264150943396, | |
| "loss": 0.0452, | |
| "step": 17250 | |
| }, | |
| { | |
| "epoch": 38.44, | |
| "learning_rate": 0.0001098566037735849, | |
| "loss": 0.0471, | |
| "step": 17300 | |
| }, | |
| { | |
| "epoch": 38.56, | |
| "learning_rate": 0.00010929056603773584, | |
| "loss": 0.049, | |
| "step": 17350 | |
| }, | |
| { | |
| "epoch": 38.67, | |
| "learning_rate": 0.00010873584905660376, | |
| "loss": 0.0551, | |
| "step": 17400 | |
| }, | |
| { | |
| "epoch": 38.78, | |
| "learning_rate": 0.0001081698113207547, | |
| "loss": 0.0522, | |
| "step": 17450 | |
| }, | |
| { | |
| "epoch": 38.89, | |
| "learning_rate": 0.00010760377358490565, | |
| "loss": 0.0504, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "learning_rate": 0.0001070377358490566, | |
| "loss": 0.0474, | |
| "step": 17550 | |
| }, | |
| { | |
| "epoch": 39.11, | |
| "learning_rate": 0.00010647169811320753, | |
| "loss": 0.0437, | |
| "step": 17600 | |
| }, | |
| { | |
| "epoch": 39.11, | |
| "eval_loss": 0.6006141901016235, | |
| "eval_runtime": 234.8995, | |
| "eval_samples_per_second": 24.3, | |
| "eval_steps_per_second": 3.04, | |
| "eval_wer": 0.33963415874824504, | |
| "step": 17600 | |
| }, | |
| { | |
| "epoch": 39.22, | |
| "learning_rate": 0.00010590566037735848, | |
| "loss": 0.0444, | |
| "step": 17650 | |
| }, | |
| { | |
| "epoch": 39.33, | |
| "learning_rate": 0.00010533962264150943, | |
| "loss": 0.0496, | |
| "step": 17700 | |
| }, | |
| { | |
| "epoch": 39.44, | |
| "learning_rate": 0.00010477358490566037, | |
| "loss": 0.0514, | |
| "step": 17750 | |
| }, | |
| { | |
| "epoch": 39.56, | |
| "learning_rate": 0.0001042075471698113, | |
| "loss": 0.0506, | |
| "step": 17800 | |
| }, | |
| { | |
| "epoch": 39.67, | |
| "learning_rate": 0.00010364150943396225, | |
| "loss": 0.0494, | |
| "step": 17850 | |
| }, | |
| { | |
| "epoch": 39.78, | |
| "learning_rate": 0.0001030754716981132, | |
| "loss": 0.046, | |
| "step": 17900 | |
| }, | |
| { | |
| "epoch": 39.89, | |
| "learning_rate": 0.00010250943396226414, | |
| "loss": 0.0515, | |
| "step": 17950 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "learning_rate": 0.00010194339622641509, | |
| "loss": 0.0498, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_loss": 0.546351969242096, | |
| "eval_runtime": 234.7053, | |
| "eval_samples_per_second": 24.32, | |
| "eval_steps_per_second": 3.042, | |
| "eval_wer": 0.3422996317170936, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 40.11, | |
| "learning_rate": 0.00010137735849056602, | |
| "loss": 0.0514, | |
| "step": 18050 | |
| }, | |
| { | |
| "epoch": 40.22, | |
| "learning_rate": 0.00010081132075471697, | |
| "loss": 0.0454, | |
| "step": 18100 | |
| }, | |
| { | |
| "epoch": 40.33, | |
| "learning_rate": 0.00010024528301886792, | |
| "loss": 0.044, | |
| "step": 18150 | |
| }, | |
| { | |
| "epoch": 40.44, | |
| "learning_rate": 9.967924528301886e-05, | |
| "loss": 0.047, | |
| "step": 18200 | |
| }, | |
| { | |
| "epoch": 40.56, | |
| "learning_rate": 9.911320754716981e-05, | |
| "loss": 0.0412, | |
| "step": 18250 | |
| }, | |
| { | |
| "epoch": 40.67, | |
| "learning_rate": 9.854716981132074e-05, | |
| "loss": 0.0484, | |
| "step": 18300 | |
| }, | |
| { | |
| "epoch": 40.78, | |
| "learning_rate": 9.798113207547169e-05, | |
| "loss": 0.0413, | |
| "step": 18350 | |
| }, | |
| { | |
| "epoch": 40.89, | |
| "learning_rate": 9.741509433962264e-05, | |
| "loss": 0.0494, | |
| "step": 18400 | |
| }, | |
| { | |
| "epoch": 40.89, | |
| "eval_loss": 0.6018606424331665, | |
| "eval_runtime": 234.1001, | |
| "eval_samples_per_second": 24.383, | |
| "eval_steps_per_second": 3.05, | |
| "eval_wer": 0.3394713817730482, | |
| "step": 18400 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "learning_rate": 9.684905660377358e-05, | |
| "loss": 0.0462, | |
| "step": 18450 | |
| }, | |
| { | |
| "epoch": 41.11, | |
| "learning_rate": 9.628301886792452e-05, | |
| "loss": 0.0404, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 41.22, | |
| "learning_rate": 9.571698113207546e-05, | |
| "loss": 0.0452, | |
| "step": 18550 | |
| }, | |
| { | |
| "epoch": 41.33, | |
| "learning_rate": 9.515094339622641e-05, | |
| "loss": 0.042, | |
| "step": 18600 | |
| }, | |
| { | |
| "epoch": 41.44, | |
| "learning_rate": 9.458490566037736e-05, | |
| "loss": 0.0449, | |
| "step": 18650 | |
| }, | |
| { | |
| "epoch": 41.56, | |
| "learning_rate": 9.40188679245283e-05, | |
| "loss": 0.0431, | |
| "step": 18700 | |
| }, | |
| { | |
| "epoch": 41.67, | |
| "learning_rate": 9.345283018867923e-05, | |
| "loss": 0.0407, | |
| "step": 18750 | |
| }, | |
| { | |
| "epoch": 41.78, | |
| "learning_rate": 9.288679245283018e-05, | |
| "loss": 0.0476, | |
| "step": 18800 | |
| }, | |
| { | |
| "epoch": 41.78, | |
| "eval_loss": 0.5934082865715027, | |
| "eval_runtime": 234.8837, | |
| "eval_samples_per_second": 24.301, | |
| "eval_steps_per_second": 3.04, | |
| "eval_wer": 0.3392068691883533, | |
| "step": 18800 | |
| }, | |
| { | |
| "epoch": 41.89, | |
| "learning_rate": 9.232075471698113e-05, | |
| "loss": 0.0475, | |
| "step": 18850 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "learning_rate": 9.175471698113207e-05, | |
| "loss": 0.0422, | |
| "step": 18900 | |
| }, | |
| { | |
| "epoch": 42.11, | |
| "learning_rate": 9.118867924528302e-05, | |
| "loss": 0.0424, | |
| "step": 18950 | |
| }, | |
| { | |
| "epoch": 42.22, | |
| "learning_rate": 9.062264150943395e-05, | |
| "loss": 0.0446, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 42.33, | |
| "learning_rate": 9.00566037735849e-05, | |
| "loss": 0.0435, | |
| "step": 19050 | |
| }, | |
| { | |
| "epoch": 42.44, | |
| "learning_rate": 8.949056603773585e-05, | |
| "loss": 0.0423, | |
| "step": 19100 | |
| }, | |
| { | |
| "epoch": 42.56, | |
| "learning_rate": 8.892452830188679e-05, | |
| "loss": 0.0403, | |
| "step": 19150 | |
| }, | |
| { | |
| "epoch": 42.67, | |
| "learning_rate": 8.835849056603773e-05, | |
| "loss": 0.0414, | |
| "step": 19200 | |
| }, | |
| { | |
| "epoch": 42.67, | |
| "eval_loss": 0.6187946796417236, | |
| "eval_runtime": 235.2867, | |
| "eval_samples_per_second": 24.26, | |
| "eval_steps_per_second": 3.035, | |
| "eval_wer": 0.3374366695830875, | |
| "step": 19200 | |
| }, | |
| { | |
| "epoch": 42.78, | |
| "learning_rate": 8.779245283018867e-05, | |
| "loss": 0.0444, | |
| "step": 19250 | |
| }, | |
| { | |
| "epoch": 42.89, | |
| "learning_rate": 8.722641509433962e-05, | |
| "loss": 0.0476, | |
| "step": 19300 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "learning_rate": 8.666037735849057e-05, | |
| "loss": 0.0426, | |
| "step": 19350 | |
| }, | |
| { | |
| "epoch": 43.11, | |
| "learning_rate": 8.609433962264151e-05, | |
| "loss": 0.04, | |
| "step": 19400 | |
| }, | |
| { | |
| "epoch": 43.22, | |
| "learning_rate": 8.552830188679245e-05, | |
| "loss": 0.0452, | |
| "step": 19450 | |
| }, | |
| { | |
| "epoch": 43.33, | |
| "learning_rate": 8.496226415094339e-05, | |
| "loss": 0.0396, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 43.44, | |
| "learning_rate": 8.439622641509434e-05, | |
| "loss": 0.0404, | |
| "step": 19550 | |
| }, | |
| { | |
| "epoch": 43.56, | |
| "learning_rate": 8.383018867924528e-05, | |
| "loss": 0.0382, | |
| "step": 19600 | |
| }, | |
| { | |
| "epoch": 43.56, | |
| "eval_loss": 0.6085843443870544, | |
| "eval_runtime": 233.4151, | |
| "eval_samples_per_second": 24.454, | |
| "eval_steps_per_second": 3.059, | |
| "eval_wer": 0.33273648442427817, | |
| "step": 19600 | |
| }, | |
| { | |
| "epoch": 43.67, | |
| "learning_rate": 8.326415094339622e-05, | |
| "loss": 0.0408, | |
| "step": 19650 | |
| }, | |
| { | |
| "epoch": 43.78, | |
| "learning_rate": 8.269811320754716e-05, | |
| "loss": 0.0443, | |
| "step": 19700 | |
| }, | |
| { | |
| "epoch": 43.89, | |
| "learning_rate": 8.213207547169811e-05, | |
| "loss": 0.0464, | |
| "step": 19750 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "learning_rate": 8.156603773584906e-05, | |
| "loss": 0.0383, | |
| "step": 19800 | |
| }, | |
| { | |
| "epoch": 44.11, | |
| "learning_rate": 8.1e-05, | |
| "loss": 0.0447, | |
| "step": 19850 | |
| }, | |
| { | |
| "epoch": 44.22, | |
| "learning_rate": 8.043396226415094e-05, | |
| "loss": 0.0419, | |
| "step": 19900 | |
| }, | |
| { | |
| "epoch": 44.33, | |
| "learning_rate": 7.986792452830188e-05, | |
| "loss": 0.0389, | |
| "step": 19950 | |
| }, | |
| { | |
| "epoch": 44.44, | |
| "learning_rate": 7.930188679245283e-05, | |
| "loss": 0.0403, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 44.44, | |
| "eval_loss": 0.6319227814674377, | |
| "eval_runtime": 233.7986, | |
| "eval_samples_per_second": 24.414, | |
| "eval_steps_per_second": 3.054, | |
| "eval_wer": 0.3353002217836287, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 44.56, | |
| "learning_rate": 7.873584905660378e-05, | |
| "loss": 0.0397, | |
| "step": 20050 | |
| }, | |
| { | |
| "epoch": 44.67, | |
| "learning_rate": 7.816981132075472e-05, | |
| "loss": 0.0406, | |
| "step": 20100 | |
| }, | |
| { | |
| "epoch": 44.78, | |
| "learning_rate": 7.760377358490566e-05, | |
| "loss": 0.039, | |
| "step": 20150 | |
| }, | |
| { | |
| "epoch": 44.89, | |
| "learning_rate": 7.70377358490566e-05, | |
| "loss": 0.0388, | |
| "step": 20200 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "learning_rate": 7.647169811320755e-05, | |
| "loss": 0.0391, | |
| "step": 20250 | |
| }, | |
| { | |
| "epoch": 45.11, | |
| "learning_rate": 7.59056603773585e-05, | |
| "loss": 0.0343, | |
| "step": 20300 | |
| }, | |
| { | |
| "epoch": 45.22, | |
| "learning_rate": 7.533962264150943e-05, | |
| "loss": 0.0381, | |
| "step": 20350 | |
| }, | |
| { | |
| "epoch": 45.33, | |
| "learning_rate": 7.477358490566037e-05, | |
| "loss": 0.0391, | |
| "step": 20400 | |
| }, | |
| { | |
| "epoch": 45.33, | |
| "eval_loss": 0.6092292666435242, | |
| "eval_runtime": 234.709, | |
| "eval_samples_per_second": 24.319, | |
| "eval_steps_per_second": 3.042, | |
| "eval_wer": 0.337253545485991, | |
| "step": 20400 | |
| }, | |
| { | |
| "epoch": 45.44, | |
| "learning_rate": 7.420754716981131e-05, | |
| "loss": 0.0404, | |
| "step": 20450 | |
| }, | |
| { | |
| "epoch": 45.56, | |
| "learning_rate": 7.364150943396225e-05, | |
| "loss": 0.0441, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 45.67, | |
| "learning_rate": 7.30754716981132e-05, | |
| "loss": 0.0374, | |
| "step": 20550 | |
| }, | |
| { | |
| "epoch": 45.78, | |
| "learning_rate": 7.250943396226415e-05, | |
| "loss": 0.0379, | |
| "step": 20600 | |
| }, | |
| { | |
| "epoch": 45.89, | |
| "learning_rate": 7.19433962264151e-05, | |
| "loss": 0.04, | |
| "step": 20650 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "learning_rate": 7.137735849056603e-05, | |
| "loss": 0.041, | |
| "step": 20700 | |
| }, | |
| { | |
| "epoch": 46.11, | |
| "learning_rate": 7.081132075471697e-05, | |
| "loss": 0.0367, | |
| "step": 20750 | |
| }, | |
| { | |
| "epoch": 46.22, | |
| "learning_rate": 7.024528301886792e-05, | |
| "loss": 0.0364, | |
| "step": 20800 | |
| }, | |
| { | |
| "epoch": 46.22, | |
| "eval_loss": 0.6104596257209778, | |
| "eval_runtime": 238.3111, | |
| "eval_samples_per_second": 23.952, | |
| "eval_steps_per_second": 2.996, | |
| "eval_wer": 0.33383522900685697, | |
| "step": 20800 | |
| }, | |
| { | |
| "epoch": 46.33, | |
| "learning_rate": 6.967924528301887e-05, | |
| "loss": 0.0379, | |
| "step": 20850 | |
| }, | |
| { | |
| "epoch": 46.44, | |
| "learning_rate": 6.91132075471698e-05, | |
| "loss": 0.0392, | |
| "step": 20900 | |
| }, | |
| { | |
| "epoch": 46.56, | |
| "learning_rate": 6.854716981132075e-05, | |
| "loss": 0.0402, | |
| "step": 20950 | |
| }, | |
| { | |
| "epoch": 46.67, | |
| "learning_rate": 6.798113207547169e-05, | |
| "loss": 0.042, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 46.78, | |
| "learning_rate": 6.741509433962264e-05, | |
| "loss": 0.0366, | |
| "step": 21050 | |
| }, | |
| { | |
| "epoch": 46.89, | |
| "learning_rate": 6.684905660377359e-05, | |
| "loss": 0.0377, | |
| "step": 21100 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "learning_rate": 6.628301886792452e-05, | |
| "loss": 0.0345, | |
| "step": 21150 | |
| }, | |
| { | |
| "epoch": 47.11, | |
| "learning_rate": 6.571698113207546e-05, | |
| "loss": 0.0408, | |
| "step": 21200 | |
| }, | |
| { | |
| "epoch": 47.11, | |
| "eval_loss": 0.6161568760871887, | |
| "eval_runtime": 235.8491, | |
| "eval_samples_per_second": 24.202, | |
| "eval_steps_per_second": 3.027, | |
| "eval_wer": 0.3335910635440617, | |
| "step": 21200 | |
| }, | |
| { | |
| "epoch": 47.22, | |
| "learning_rate": 6.515094339622641e-05, | |
| "loss": 0.0377, | |
| "step": 21250 | |
| }, | |
| { | |
| "epoch": 47.33, | |
| "learning_rate": 6.459622641509433e-05, | |
| "loss": 0.0387, | |
| "step": 21300 | |
| }, | |
| { | |
| "epoch": 47.44, | |
| "learning_rate": 6.403018867924528e-05, | |
| "loss": 0.0349, | |
| "step": 21350 | |
| }, | |
| { | |
| "epoch": 47.56, | |
| "learning_rate": 6.346415094339622e-05, | |
| "loss": 0.0398, | |
| "step": 21400 | |
| }, | |
| { | |
| "epoch": 47.67, | |
| "learning_rate": 6.289811320754717e-05, | |
| "loss": 0.036, | |
| "step": 21450 | |
| }, | |
| { | |
| "epoch": 47.78, | |
| "learning_rate": 6.233207547169812e-05, | |
| "loss": 0.0359, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 47.89, | |
| "learning_rate": 6.176603773584905e-05, | |
| "loss": 0.0363, | |
| "step": 21550 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "learning_rate": 6.12e-05, | |
| "loss": 0.0347, | |
| "step": 21600 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_loss": 0.5747588276863098, | |
| "eval_runtime": 234.422, | |
| "eval_samples_per_second": 24.349, | |
| "eval_steps_per_second": 3.046, | |
| "eval_wer": 0.32937920931084297, | |
| "step": 21600 | |
| }, | |
| { | |
| "epoch": 48.11, | |
| "learning_rate": 6.0633962264150937e-05, | |
| "loss": 0.0357, | |
| "step": 21650 | |
| }, | |
| { | |
| "epoch": 48.22, | |
| "learning_rate": 6.0067924528301876e-05, | |
| "loss": 0.036, | |
| "step": 21700 | |
| }, | |
| { | |
| "epoch": 48.33, | |
| "learning_rate": 5.950188679245282e-05, | |
| "loss": 0.0362, | |
| "step": 21750 | |
| }, | |
| { | |
| "epoch": 48.44, | |
| "learning_rate": 5.893584905660376e-05, | |
| "loss": 0.0313, | |
| "step": 21800 | |
| }, | |
| { | |
| "epoch": 48.56, | |
| "learning_rate": 5.836981132075471e-05, | |
| "loss": 0.0365, | |
| "step": 21850 | |
| }, | |
| { | |
| "epoch": 48.67, | |
| "learning_rate": 5.780377358490565e-05, | |
| "loss": 0.0326, | |
| "step": 21900 | |
| }, | |
| { | |
| "epoch": 48.78, | |
| "learning_rate": 5.7237735849056595e-05, | |
| "loss": 0.0339, | |
| "step": 21950 | |
| }, | |
| { | |
| "epoch": 48.89, | |
| "learning_rate": 5.667169811320754e-05, | |
| "loss": 0.0372, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 48.89, | |
| "eval_loss": 0.5893652439117432, | |
| "eval_runtime": 233.9923, | |
| "eval_samples_per_second": 24.394, | |
| "eval_steps_per_second": 3.051, | |
| "eval_wer": 0.3295826805298391, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "learning_rate": 5.610566037735848e-05, | |
| "loss": 0.0346, | |
| "step": 22050 | |
| }, | |
| { | |
| "epoch": 49.11, | |
| "learning_rate": 5.553962264150943e-05, | |
| "loss": 0.0356, | |
| "step": 22100 | |
| }, | |
| { | |
| "epoch": 49.22, | |
| "learning_rate": 5.497358490566037e-05, | |
| "loss": 0.0371, | |
| "step": 22150 | |
| }, | |
| { | |
| "epoch": 49.33, | |
| "learning_rate": 5.4407547169811314e-05, | |
| "loss": 0.0342, | |
| "step": 22200 | |
| }, | |
| { | |
| "epoch": 49.44, | |
| "learning_rate": 5.3841509433962254e-05, | |
| "loss": 0.0323, | |
| "step": 22250 | |
| }, | |
| { | |
| "epoch": 49.56, | |
| "learning_rate": 5.32754716981132e-05, | |
| "loss": 0.0326, | |
| "step": 22300 | |
| }, | |
| { | |
| "epoch": 49.67, | |
| "learning_rate": 5.270943396226415e-05, | |
| "loss": 0.0349, | |
| "step": 22350 | |
| }, | |
| { | |
| "epoch": 49.78, | |
| "learning_rate": 5.214339622641509e-05, | |
| "loss": 0.0378, | |
| "step": 22400 | |
| }, | |
| { | |
| "epoch": 49.78, | |
| "eval_loss": 0.6031844019889832, | |
| "eval_runtime": 234.1475, | |
| "eval_samples_per_second": 24.378, | |
| "eval_steps_per_second": 3.049, | |
| "eval_wer": 0.33098663194091194, | |
| "step": 22400 | |
| }, | |
| { | |
| "epoch": 49.89, | |
| "learning_rate": 5.157735849056603e-05, | |
| "loss": 0.03, | |
| "step": 22450 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "learning_rate": 5.101132075471697e-05, | |
| "loss": 0.0345, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 50.11, | |
| "learning_rate": 5.044528301886792e-05, | |
| "loss": 0.0358, | |
| "step": 22550 | |
| }, | |
| { | |
| "epoch": 50.22, | |
| "learning_rate": 4.987924528301886e-05, | |
| "loss": 0.0345, | |
| "step": 22600 | |
| }, | |
| { | |
| "epoch": 50.33, | |
| "learning_rate": 4.9313207547169806e-05, | |
| "loss": 0.035, | |
| "step": 22650 | |
| }, | |
| { | |
| "epoch": 50.44, | |
| "learning_rate": 4.874716981132075e-05, | |
| "loss": 0.0331, | |
| "step": 22700 | |
| }, | |
| { | |
| "epoch": 50.56, | |
| "learning_rate": 4.818113207547169e-05, | |
| "loss": 0.0339, | |
| "step": 22750 | |
| }, | |
| { | |
| "epoch": 50.67, | |
| "learning_rate": 4.761509433962264e-05, | |
| "loss": 0.0371, | |
| "step": 22800 | |
| }, | |
| { | |
| "epoch": 50.67, | |
| "eval_loss": 0.5830812454223633, | |
| "eval_runtime": 238.3507, | |
| "eval_samples_per_second": 23.948, | |
| "eval_steps_per_second": 2.996, | |
| "eval_wer": 0.3274665798522799, | |
| "step": 22800 | |
| }, | |
| { | |
| "epoch": 50.78, | |
| "learning_rate": 4.704905660377358e-05, | |
| "loss": 0.0345, | |
| "step": 22850 | |
| }, | |
| { | |
| "epoch": 50.89, | |
| "learning_rate": 4.6483018867924525e-05, | |
| "loss": 0.0325, | |
| "step": 22900 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "learning_rate": 4.5916981132075465e-05, | |
| "loss": 0.0387, | |
| "step": 22950 | |
| }, | |
| { | |
| "epoch": 51.11, | |
| "learning_rate": 4.535094339622641e-05, | |
| "loss": 0.0367, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 51.22, | |
| "learning_rate": 4.478490566037736e-05, | |
| "loss": 0.0317, | |
| "step": 23050 | |
| }, | |
| { | |
| "epoch": 51.33, | |
| "learning_rate": 4.42188679245283e-05, | |
| "loss": 0.0349, | |
| "step": 23100 | |
| }, | |
| { | |
| "epoch": 51.44, | |
| "learning_rate": 4.3652830188679244e-05, | |
| "loss": 0.0322, | |
| "step": 23150 | |
| }, | |
| { | |
| "epoch": 51.56, | |
| "learning_rate": 4.3086792452830184e-05, | |
| "loss": 0.0323, | |
| "step": 23200 | |
| }, | |
| { | |
| "epoch": 51.56, | |
| "eval_loss": 0.5856512784957886, | |
| "eval_runtime": 235.7185, | |
| "eval_samples_per_second": 24.215, | |
| "eval_steps_per_second": 3.029, | |
| "eval_wer": 0.3265713064886972, | |
| "step": 23200 | |
| }, | |
| { | |
| "epoch": 51.67, | |
| "learning_rate": 4.252075471698113e-05, | |
| "loss": 0.0329, | |
| "step": 23250 | |
| }, | |
| { | |
| "epoch": 51.78, | |
| "learning_rate": 4.195471698113207e-05, | |
| "loss": 0.0348, | |
| "step": 23300 | |
| }, | |
| { | |
| "epoch": 51.89, | |
| "learning_rate": 4.1388679245283016e-05, | |
| "loss": 0.0324, | |
| "step": 23350 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "learning_rate": 4.0822641509433956e-05, | |
| "loss": 0.0311, | |
| "step": 23400 | |
| }, | |
| { | |
| "epoch": 52.11, | |
| "learning_rate": 4.02566037735849e-05, | |
| "loss": 0.031, | |
| "step": 23450 | |
| }, | |
| { | |
| "epoch": 52.22, | |
| "learning_rate": 3.969056603773585e-05, | |
| "loss": 0.0329, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 52.33, | |
| "learning_rate": 3.912452830188679e-05, | |
| "loss": 0.031, | |
| "step": 23550 | |
| }, | |
| { | |
| "epoch": 52.44, | |
| "learning_rate": 3.8558490566037735e-05, | |
| "loss": 0.0313, | |
| "step": 23600 | |
| }, | |
| { | |
| "epoch": 52.44, | |
| "eval_loss": 0.591876745223999, | |
| "eval_runtime": 234.2309, | |
| "eval_samples_per_second": 24.369, | |
| "eval_steps_per_second": 3.048, | |
| "eval_wer": 0.3222170224021812, | |
| "step": 23600 | |
| }, | |
| { | |
| "epoch": 52.56, | |
| "learning_rate": 3.7992452830188675e-05, | |
| "loss": 0.0326, | |
| "step": 23650 | |
| }, | |
| { | |
| "epoch": 52.67, | |
| "learning_rate": 3.742641509433962e-05, | |
| "loss": 0.0277, | |
| "step": 23700 | |
| }, | |
| { | |
| "epoch": 52.78, | |
| "learning_rate": 3.686037735849056e-05, | |
| "loss": 0.0316, | |
| "step": 23750 | |
| }, | |
| { | |
| "epoch": 52.89, | |
| "learning_rate": 3.629433962264151e-05, | |
| "loss": 0.0309, | |
| "step": 23800 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "learning_rate": 3.5728301886792454e-05, | |
| "loss": 0.032, | |
| "step": 23850 | |
| }, | |
| { | |
| "epoch": 53.11, | |
| "learning_rate": 3.5162264150943394e-05, | |
| "loss": 0.0289, | |
| "step": 23900 | |
| }, | |
| { | |
| "epoch": 53.22, | |
| "learning_rate": 3.459622641509434e-05, | |
| "loss": 0.0284, | |
| "step": 23950 | |
| }, | |
| { | |
| "epoch": 53.33, | |
| "learning_rate": 3.403018867924528e-05, | |
| "loss": 0.0309, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 53.33, | |
| "eval_loss": 0.5990718007087708, | |
| "eval_runtime": 234.3903, | |
| "eval_samples_per_second": 24.353, | |
| "eval_steps_per_second": 3.046, | |
| "eval_wer": 0.32537082629662034, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 53.44, | |
| "learning_rate": 3.346415094339622e-05, | |
| "loss": 0.0284, | |
| "step": 24050 | |
| }, | |
| { | |
| "epoch": 53.56, | |
| "learning_rate": 3.289811320754717e-05, | |
| "loss": 0.0299, | |
| "step": 24100 | |
| }, | |
| { | |
| "epoch": 53.67, | |
| "learning_rate": 3.2332075471698106e-05, | |
| "loss": 0.0315, | |
| "step": 24150 | |
| }, | |
| { | |
| "epoch": 53.78, | |
| "learning_rate": 3.176603773584905e-05, | |
| "loss": 0.0323, | |
| "step": 24200 | |
| }, | |
| { | |
| "epoch": 53.89, | |
| "learning_rate": 3.119999999999999e-05, | |
| "loss": 0.0319, | |
| "step": 24250 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "learning_rate": 3.063396226415094e-05, | |
| "loss": 0.0301, | |
| "step": 24300 | |
| }, | |
| { | |
| "epoch": 54.11, | |
| "learning_rate": 3.0067924528301882e-05, | |
| "loss": 0.0297, | |
| "step": 24350 | |
| }, | |
| { | |
| "epoch": 54.22, | |
| "learning_rate": 2.9501886792452825e-05, | |
| "loss": 0.0322, | |
| "step": 24400 | |
| }, | |
| { | |
| "epoch": 54.22, | |
| "eval_loss": 0.6152312755584717, | |
| "eval_runtime": 234.7575, | |
| "eval_samples_per_second": 24.314, | |
| "eval_steps_per_second": 3.041, | |
| "eval_wer": 0.3252894378090219, | |
| "step": 24400 | |
| }, | |
| { | |
| "epoch": 54.33, | |
| "learning_rate": 2.893584905660377e-05, | |
| "loss": 0.0283, | |
| "step": 24450 | |
| }, | |
| { | |
| "epoch": 54.44, | |
| "learning_rate": 2.8369811320754715e-05, | |
| "loss": 0.0322, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 54.56, | |
| "learning_rate": 2.7803773584905658e-05, | |
| "loss": 0.0297, | |
| "step": 24550 | |
| }, | |
| { | |
| "epoch": 54.67, | |
| "learning_rate": 2.72377358490566e-05, | |
| "loss": 0.0291, | |
| "step": 24600 | |
| }, | |
| { | |
| "epoch": 54.78, | |
| "learning_rate": 2.6671698113207544e-05, | |
| "loss": 0.0323, | |
| "step": 24650 | |
| }, | |
| { | |
| "epoch": 54.89, | |
| "learning_rate": 2.6105660377358488e-05, | |
| "loss": 0.0305, | |
| "step": 24700 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "learning_rate": 2.553962264150943e-05, | |
| "loss": 0.0268, | |
| "step": 24750 | |
| }, | |
| { | |
| "epoch": 55.11, | |
| "learning_rate": 2.4973584905660374e-05, | |
| "loss": 0.0304, | |
| "step": 24800 | |
| }, | |
| { | |
| "epoch": 55.11, | |
| "eval_loss": 0.603844404220581, | |
| "eval_runtime": 234.1113, | |
| "eval_samples_per_second": 24.382, | |
| "eval_steps_per_second": 3.05, | |
| "eval_wer": 0.3228681303029686, | |
| "step": 24800 | |
| }, | |
| { | |
| "epoch": 55.22, | |
| "learning_rate": 2.440754716981132e-05, | |
| "loss": 0.0276, | |
| "step": 24850 | |
| }, | |
| { | |
| "epoch": 55.33, | |
| "learning_rate": 2.3841509433962263e-05, | |
| "loss": 0.0266, | |
| "step": 24900 | |
| }, | |
| { | |
| "epoch": 55.44, | |
| "learning_rate": 2.3275471698113207e-05, | |
| "loss": 0.0292, | |
| "step": 24950 | |
| }, | |
| { | |
| "epoch": 55.56, | |
| "learning_rate": 2.270943396226415e-05, | |
| "loss": 0.0316, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 55.67, | |
| "learning_rate": 2.2143396226415093e-05, | |
| "loss": 0.0288, | |
| "step": 25050 | |
| }, | |
| { | |
| "epoch": 55.78, | |
| "learning_rate": 2.1577358490566036e-05, | |
| "loss": 0.0293, | |
| "step": 25100 | |
| }, | |
| { | |
| "epoch": 55.89, | |
| "learning_rate": 2.101132075471698e-05, | |
| "loss": 0.0302, | |
| "step": 25150 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "learning_rate": 2.0456603773584902e-05, | |
| "loss": 0.0288, | |
| "step": 25200 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_loss": 0.5989021062850952, | |
| "eval_runtime": 235.0378, | |
| "eval_samples_per_second": 24.285, | |
| "eval_steps_per_second": 3.038, | |
| "eval_wer": 0.32227806376788004, | |
| "step": 25200 | |
| }, | |
| { | |
| "epoch": 56.11, | |
| "learning_rate": 1.9890566037735846e-05, | |
| "loss": 0.0309, | |
| "step": 25250 | |
| }, | |
| { | |
| "epoch": 56.22, | |
| "learning_rate": 1.9324528301886792e-05, | |
| "loss": 0.0277, | |
| "step": 25300 | |
| }, | |
| { | |
| "epoch": 56.33, | |
| "learning_rate": 1.8758490566037735e-05, | |
| "loss": 0.031, | |
| "step": 25350 | |
| }, | |
| { | |
| "epoch": 56.44, | |
| "learning_rate": 1.819245283018868e-05, | |
| "loss": 0.0276, | |
| "step": 25400 | |
| }, | |
| { | |
| "epoch": 56.56, | |
| "learning_rate": 1.762641509433962e-05, | |
| "loss": 0.0273, | |
| "step": 25450 | |
| }, | |
| { | |
| "epoch": 56.67, | |
| "learning_rate": 1.7060377358490565e-05, | |
| "loss": 0.028, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 56.78, | |
| "learning_rate": 1.6494339622641508e-05, | |
| "loss": 0.0287, | |
| "step": 25550 | |
| }, | |
| { | |
| "epoch": 56.89, | |
| "learning_rate": 1.592830188679245e-05, | |
| "loss": 0.0307, | |
| "step": 25600 | |
| }, | |
| { | |
| "epoch": 56.89, | |
| "eval_loss": 0.5922682285308838, | |
| "eval_runtime": 236.4109, | |
| "eval_samples_per_second": 24.144, | |
| "eval_steps_per_second": 3.02, | |
| "eval_wer": 0.32016196309032086, | |
| "step": 25600 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "learning_rate": 1.5362264150943397e-05, | |
| "loss": 0.027, | |
| "step": 25650 | |
| }, | |
| { | |
| "epoch": 57.11, | |
| "learning_rate": 1.4796226415094337e-05, | |
| "loss": 0.0277, | |
| "step": 25700 | |
| }, | |
| { | |
| "epoch": 57.22, | |
| "learning_rate": 1.423018867924528e-05, | |
| "loss": 0.0265, | |
| "step": 25750 | |
| }, | |
| { | |
| "epoch": 57.33, | |
| "learning_rate": 1.3664150943396225e-05, | |
| "loss": 0.0266, | |
| "step": 25800 | |
| }, | |
| { | |
| "epoch": 57.44, | |
| "learning_rate": 1.3098113207547168e-05, | |
| "loss": 0.0277, | |
| "step": 25850 | |
| }, | |
| { | |
| "epoch": 57.56, | |
| "learning_rate": 1.2532075471698111e-05, | |
| "loss": 0.0246, | |
| "step": 25900 | |
| }, | |
| { | |
| "epoch": 57.67, | |
| "learning_rate": 1.1966037735849054e-05, | |
| "loss": 0.0278, | |
| "step": 25950 | |
| }, | |
| { | |
| "epoch": 57.78, | |
| "learning_rate": 1.14e-05, | |
| "loss": 0.0258, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 57.78, | |
| "eval_loss": 0.6004139184951782, | |
| "eval_runtime": 234.8842, | |
| "eval_samples_per_second": 24.301, | |
| "eval_steps_per_second": 3.04, | |
| "eval_wer": 0.31922599548293895, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 57.89, | |
| "learning_rate": 1.0833962264150942e-05, | |
| "loss": 0.0252, | |
| "step": 26050 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "learning_rate": 1.0267924528301886e-05, | |
| "loss": 0.027, | |
| "step": 26100 | |
| }, | |
| { | |
| "epoch": 58.11, | |
| "learning_rate": 9.701886792452829e-06, | |
| "loss": 0.0277, | |
| "step": 26150 | |
| }, | |
| { | |
| "epoch": 58.22, | |
| "learning_rate": 9.135849056603773e-06, | |
| "loss": 0.0237, | |
| "step": 26200 | |
| }, | |
| { | |
| "epoch": 58.33, | |
| "learning_rate": 8.569811320754717e-06, | |
| "loss": 0.0232, | |
| "step": 26250 | |
| }, | |
| { | |
| "epoch": 58.44, | |
| "learning_rate": 8.00377358490566e-06, | |
| "loss": 0.028, | |
| "step": 26300 | |
| }, | |
| { | |
| "epoch": 58.56, | |
| "learning_rate": 7.437735849056603e-06, | |
| "loss": 0.0293, | |
| "step": 26350 | |
| }, | |
| { | |
| "epoch": 58.67, | |
| "learning_rate": 6.871698113207546e-06, | |
| "loss": 0.0261, | |
| "step": 26400 | |
| }, | |
| { | |
| "epoch": 58.67, | |
| "eval_loss": 0.5958569049835205, | |
| "eval_runtime": 234.8641, | |
| "eval_samples_per_second": 24.303, | |
| "eval_steps_per_second": 3.04, | |
| "eval_wer": 0.3189004415325452, | |
| "step": 26400 | |
| }, | |
| { | |
| "epoch": 58.78, | |
| "learning_rate": 6.30566037735849e-06, | |
| "loss": 0.0293, | |
| "step": 26450 | |
| }, | |
| { | |
| "epoch": 58.89, | |
| "learning_rate": 5.739622641509433e-06, | |
| "loss": 0.0278, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "learning_rate": 5.173584905660377e-06, | |
| "loss": 0.0262, | |
| "step": 26550 | |
| }, | |
| { | |
| "epoch": 59.11, | |
| "learning_rate": 4.60754716981132e-06, | |
| "loss": 0.025, | |
| "step": 26600 | |
| }, | |
| { | |
| "epoch": 59.22, | |
| "learning_rate": 4.041509433962263e-06, | |
| "loss": 0.0286, | |
| "step": 26650 | |
| }, | |
| { | |
| "epoch": 59.33, | |
| "learning_rate": 3.4754716981132073e-06, | |
| "loss": 0.0295, | |
| "step": 26700 | |
| }, | |
| { | |
| "epoch": 59.44, | |
| "learning_rate": 2.909433962264151e-06, | |
| "loss": 0.0249, | |
| "step": 26750 | |
| }, | |
| { | |
| "epoch": 59.56, | |
| "learning_rate": 2.343396226415094e-06, | |
| "loss": 0.0277, | |
| "step": 26800 | |
| }, | |
| { | |
| "epoch": 59.56, | |
| "eval_loss": 0.593723475933075, | |
| "eval_runtime": 234.2801, | |
| "eval_samples_per_second": 24.364, | |
| "eval_steps_per_second": 3.048, | |
| "eval_wer": 0.318188292266059, | |
| "step": 26800 | |
| } | |
| ], | |
| "max_steps": 27000, | |
| "num_train_epochs": 60, | |
| "total_flos": 1.1861566534187504e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |