| { | |
| "best_metric": 39.49904580152672, | |
| "best_model_checkpoint": "./whisper-small-luxembourgish/checkpoint-5000", | |
| "epoch": 384.61538461538464, | |
| "global_step": 5000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 4.6000000000000004e-07, | |
| "loss": 4.8461, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 9.600000000000001e-07, | |
| "loss": 4.2362, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 1.46e-06, | |
| "loss": 3.3754, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "learning_rate": 1.9600000000000003e-06, | |
| "loss": 2.6567, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "learning_rate": 2.46e-06, | |
| "loss": 2.1373, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 11.54, | |
| "learning_rate": 2.96e-06, | |
| "loss": 1.7558, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 13.46, | |
| "learning_rate": 3.44e-06, | |
| "loss": 1.4408, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 15.38, | |
| "learning_rate": 3.94e-06, | |
| "loss": 1.1918, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 17.31, | |
| "learning_rate": 4.440000000000001e-06, | |
| "loss": 0.9837, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 19.23, | |
| "learning_rate": 4.94e-06, | |
| "loss": 0.8003, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 21.15, | |
| "learning_rate": 5.4400000000000004e-06, | |
| "loss": 0.6536, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 23.08, | |
| "learning_rate": 5.94e-06, | |
| "loss": 0.5275, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 6.440000000000001e-06, | |
| "loss": 0.4145, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 26.92, | |
| "learning_rate": 6.9400000000000005e-06, | |
| "loss": 0.3276, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 28.85, | |
| "learning_rate": 7.440000000000001e-06, | |
| "loss": 0.2468, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 30.77, | |
| "learning_rate": 7.94e-06, | |
| "loss": 0.1902, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 32.69, | |
| "learning_rate": 8.44e-06, | |
| "loss": 0.1433, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 34.62, | |
| "learning_rate": 8.94e-06, | |
| "loss": 0.1093, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 36.54, | |
| "learning_rate": 9.440000000000001e-06, | |
| "loss": 0.0794, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 38.46, | |
| "learning_rate": 9.940000000000001e-06, | |
| "loss": 0.0618, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 38.46, | |
| "eval_loss": 1.0103791952133179, | |
| "eval_runtime": 234.5133, | |
| "eval_samples_per_second": 3.983, | |
| "eval_steps_per_second": 0.064, | |
| "eval_wer": 43.29675572519084, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 40.38, | |
| "learning_rate": 9.951111111111111e-06, | |
| "loss": 0.0472, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 42.31, | |
| "learning_rate": 9.895555555555557e-06, | |
| "loss": 0.037, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 44.23, | |
| "learning_rate": 9.84e-06, | |
| "loss": 0.0296, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 46.15, | |
| "learning_rate": 9.784444444444445e-06, | |
| "loss": 0.0232, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 48.08, | |
| "learning_rate": 9.72888888888889e-06, | |
| "loss": 0.02, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "learning_rate": 9.673333333333334e-06, | |
| "loss": 0.0175, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 51.92, | |
| "learning_rate": 9.617777777777778e-06, | |
| "loss": 0.0147, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 53.85, | |
| "learning_rate": 9.562222222222223e-06, | |
| "loss": 0.0134, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 55.77, | |
| "learning_rate": 9.506666666666667e-06, | |
| "loss": 0.0119, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 57.69, | |
| "learning_rate": 9.451111111111112e-06, | |
| "loss": 0.0105, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 59.62, | |
| "learning_rate": 9.395555555555556e-06, | |
| "loss": 0.0098, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 61.54, | |
| "learning_rate": 9.340000000000002e-06, | |
| "loss": 0.0089, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 63.46, | |
| "learning_rate": 9.284444444444444e-06, | |
| "loss": 0.0084, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 65.38, | |
| "learning_rate": 9.22888888888889e-06, | |
| "loss": 0.0075, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 67.31, | |
| "learning_rate": 9.173333333333334e-06, | |
| "loss": 0.0072, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 69.23, | |
| "learning_rate": 9.117777777777778e-06, | |
| "loss": 0.0065, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 71.15, | |
| "learning_rate": 9.062222222222224e-06, | |
| "loss": 0.0057, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 73.08, | |
| "learning_rate": 9.006666666666666e-06, | |
| "loss": 0.0054, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "learning_rate": 8.951111111111112e-06, | |
| "loss": 0.0054, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 76.92, | |
| "learning_rate": 8.895555555555556e-06, | |
| "loss": 0.0055, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 76.92, | |
| "eval_loss": 1.068424105644226, | |
| "eval_runtime": 214.8424, | |
| "eval_samples_per_second": 4.347, | |
| "eval_steps_per_second": 0.07, | |
| "eval_wer": 40.12881679389313, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 78.85, | |
| "learning_rate": 8.84e-06, | |
| "loss": 0.0049, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 80.77, | |
| "learning_rate": 8.784444444444446e-06, | |
| "loss": 0.0044, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 82.69, | |
| "learning_rate": 8.72888888888889e-06, | |
| "loss": 0.0041, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 84.62, | |
| "learning_rate": 8.673333333333334e-06, | |
| "loss": 0.0038, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 86.54, | |
| "learning_rate": 8.617777777777778e-06, | |
| "loss": 0.0043, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 88.46, | |
| "learning_rate": 8.562222222222224e-06, | |
| "loss": 0.0042, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 90.38, | |
| "learning_rate": 8.506666666666668e-06, | |
| "loss": 0.0036, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 92.31, | |
| "learning_rate": 8.451111111111112e-06, | |
| "loss": 0.0034, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 94.23, | |
| "learning_rate": 8.395555555555557e-06, | |
| "loss": 0.0037, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 96.15, | |
| "learning_rate": 8.34e-06, | |
| "loss": 0.0032, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 98.08, | |
| "learning_rate": 8.284444444444446e-06, | |
| "loss": 0.0028, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "learning_rate": 8.22888888888889e-06, | |
| "loss": 0.0029, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 101.92, | |
| "learning_rate": 8.173333333333334e-06, | |
| "loss": 0.0028, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 103.85, | |
| "learning_rate": 8.11777777777778e-06, | |
| "loss": 0.0028, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 105.77, | |
| "learning_rate": 8.062222222222222e-06, | |
| "loss": 0.0027, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 107.69, | |
| "learning_rate": 8.006666666666667e-06, | |
| "loss": 0.003, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 109.62, | |
| "learning_rate": 7.951111111111111e-06, | |
| "loss": 0.0027, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 111.54, | |
| "learning_rate": 7.895555555555557e-06, | |
| "loss": 0.0023, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 113.46, | |
| "learning_rate": 7.840000000000001e-06, | |
| "loss": 0.0023, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 115.38, | |
| "learning_rate": 7.784444444444445e-06, | |
| "loss": 0.0024, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 115.38, | |
| "eval_loss": 1.105582594871521, | |
| "eval_runtime": 233.1089, | |
| "eval_samples_per_second": 4.007, | |
| "eval_steps_per_second": 0.064, | |
| "eval_wer": 40.94465648854962, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 117.31, | |
| "learning_rate": 7.72888888888889e-06, | |
| "loss": 0.0022, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 119.23, | |
| "learning_rate": 7.673333333333333e-06, | |
| "loss": 0.0021, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 121.15, | |
| "learning_rate": 7.617777777777778e-06, | |
| "loss": 0.002, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 123.08, | |
| "learning_rate": 7.562222222222223e-06, | |
| "loss": 0.0021, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 125.0, | |
| "learning_rate": 7.506666666666668e-06, | |
| "loss": 0.0019, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 126.92, | |
| "learning_rate": 7.451111111111111e-06, | |
| "loss": 0.0023, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 128.85, | |
| "learning_rate": 7.395555555555556e-06, | |
| "loss": 0.0016, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 130.77, | |
| "learning_rate": 7.340000000000001e-06, | |
| "loss": 0.002, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 132.69, | |
| "learning_rate": 7.284444444444445e-06, | |
| "loss": 0.0024, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 134.62, | |
| "learning_rate": 7.22888888888889e-06, | |
| "loss": 0.0022, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 136.54, | |
| "learning_rate": 7.173333333333335e-06, | |
| "loss": 0.0023, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 138.46, | |
| "learning_rate": 7.117777777777778e-06, | |
| "loss": 0.0019, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 140.38, | |
| "learning_rate": 7.062222222222223e-06, | |
| "loss": 0.0017, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 142.31, | |
| "learning_rate": 7.006666666666667e-06, | |
| "loss": 0.0016, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 144.23, | |
| "learning_rate": 6.951111111111112e-06, | |
| "loss": 0.0015, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 146.15, | |
| "learning_rate": 6.8955555555555565e-06, | |
| "loss": 0.0015, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 148.08, | |
| "learning_rate": 6.8400000000000014e-06, | |
| "loss": 0.0015, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 150.0, | |
| "learning_rate": 6.784444444444445e-06, | |
| "loss": 0.0016, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 151.92, | |
| "learning_rate": 6.7288888888888895e-06, | |
| "loss": 0.0016, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 153.85, | |
| "learning_rate": 6.6733333333333335e-06, | |
| "loss": 0.0014, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 153.85, | |
| "eval_loss": 1.1279563903808594, | |
| "eval_runtime": 214.9694, | |
| "eval_samples_per_second": 4.345, | |
| "eval_steps_per_second": 0.07, | |
| "eval_wer": 39.76145038167939, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 155.77, | |
| "learning_rate": 6.617777777777778e-06, | |
| "loss": 0.0017, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 157.69, | |
| "learning_rate": 6.562222222222223e-06, | |
| "loss": 0.0014, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 159.62, | |
| "learning_rate": 6.5066666666666665e-06, | |
| "loss": 0.0013, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 161.54, | |
| "learning_rate": 6.451111111111111e-06, | |
| "loss": 0.0015, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 163.46, | |
| "learning_rate": 6.395555555555556e-06, | |
| "loss": 0.0013, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 165.38, | |
| "learning_rate": 6.34e-06, | |
| "loss": 0.0013, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 167.31, | |
| "learning_rate": 6.284444444444445e-06, | |
| "loss": 0.0012, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 169.23, | |
| "learning_rate": 6.22888888888889e-06, | |
| "loss": 0.0012, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 171.15, | |
| "learning_rate": 6.173333333333333e-06, | |
| "loss": 0.0011, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 173.08, | |
| "learning_rate": 6.117777777777778e-06, | |
| "loss": 0.0012, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 175.0, | |
| "learning_rate": 6.062222222222223e-06, | |
| "loss": 0.0015, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 176.92, | |
| "learning_rate": 6.006666666666667e-06, | |
| "loss": 0.0012, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 178.85, | |
| "learning_rate": 5.951111111111112e-06, | |
| "loss": 0.0012, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 180.77, | |
| "learning_rate": 5.895555555555557e-06, | |
| "loss": 0.0012, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 182.69, | |
| "learning_rate": 5.84e-06, | |
| "loss": 0.0013, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 184.62, | |
| "learning_rate": 5.784444444444445e-06, | |
| "loss": 0.0012, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 186.54, | |
| "learning_rate": 5.72888888888889e-06, | |
| "loss": 0.0013, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 188.46, | |
| "learning_rate": 5.673333333333334e-06, | |
| "loss": 0.0012, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 190.38, | |
| "learning_rate": 5.617777777777779e-06, | |
| "loss": 0.001, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 192.31, | |
| "learning_rate": 5.562222222222222e-06, | |
| "loss": 0.0013, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 192.31, | |
| "eval_loss": 1.141483187675476, | |
| "eval_runtime": 232.4147, | |
| "eval_samples_per_second": 4.019, | |
| "eval_steps_per_second": 0.065, | |
| "eval_wer": 39.98568702290076, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 194.23, | |
| "learning_rate": 5.506666666666667e-06, | |
| "loss": 0.001, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 196.15, | |
| "learning_rate": 5.451111111111112e-06, | |
| "loss": 0.0012, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 198.08, | |
| "learning_rate": 5.3955555555555565e-06, | |
| "loss": 0.0013, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 200.0, | |
| "learning_rate": 5.3400000000000005e-06, | |
| "loss": 0.0009, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 201.92, | |
| "learning_rate": 5.2844444444444454e-06, | |
| "loss": 0.0008, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 203.85, | |
| "learning_rate": 5.228888888888889e-06, | |
| "loss": 0.001, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 205.77, | |
| "learning_rate": 5.1733333333333335e-06, | |
| "loss": 0.0009, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 207.69, | |
| "learning_rate": 5.117777777777778e-06, | |
| "loss": 0.001, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 209.62, | |
| "learning_rate": 5.062222222222222e-06, | |
| "loss": 0.0011, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 211.54, | |
| "learning_rate": 5.006666666666667e-06, | |
| "loss": 0.001, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 213.46, | |
| "learning_rate": 4.951111111111111e-06, | |
| "loss": 0.0011, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 215.38, | |
| "learning_rate": 4.895555555555556e-06, | |
| "loss": 0.0009, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 217.31, | |
| "learning_rate": 4.84e-06, | |
| "loss": 0.001, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 219.23, | |
| "learning_rate": 4.784444444444445e-06, | |
| "loss": 0.0009, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 221.15, | |
| "learning_rate": 4.728888888888889e-06, | |
| "loss": 0.001, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 223.08, | |
| "learning_rate": 4.673333333333333e-06, | |
| "loss": 0.001, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 225.0, | |
| "learning_rate": 4.617777777777778e-06, | |
| "loss": 0.0007, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 226.92, | |
| "learning_rate": 4.562222222222222e-06, | |
| "loss": 0.0012, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 228.85, | |
| "learning_rate": 4.506666666666667e-06, | |
| "loss": 0.0008, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 230.77, | |
| "learning_rate": 4.451111111111112e-06, | |
| "loss": 0.0008, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 230.77, | |
| "eval_loss": 1.15729820728302, | |
| "eval_runtime": 233.5472, | |
| "eval_samples_per_second": 3.999, | |
| "eval_steps_per_second": 0.064, | |
| "eval_wer": 39.79961832061068, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 232.69, | |
| "learning_rate": 4.395555555555556e-06, | |
| "loss": 0.0011, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 234.62, | |
| "learning_rate": 4.34e-06, | |
| "loss": 0.0009, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 236.54, | |
| "learning_rate": 4.284444444444445e-06, | |
| "loss": 0.0009, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 238.46, | |
| "learning_rate": 4.228888888888889e-06, | |
| "loss": 0.0007, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 240.38, | |
| "learning_rate": 4.173333333333334e-06, | |
| "loss": 0.0009, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 242.31, | |
| "learning_rate": 4.117777777777779e-06, | |
| "loss": 0.0008, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 244.23, | |
| "learning_rate": 4.062222222222223e-06, | |
| "loss": 0.0007, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 246.15, | |
| "learning_rate": 4.006666666666667e-06, | |
| "loss": 0.0007, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 248.08, | |
| "learning_rate": 3.951111111111112e-06, | |
| "loss": 0.0006, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 250.0, | |
| "learning_rate": 3.895555555555556e-06, | |
| "loss": 0.0007, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 251.92, | |
| "learning_rate": 3.8400000000000005e-06, | |
| "loss": 0.0009, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 253.85, | |
| "learning_rate": 3.784444444444445e-06, | |
| "loss": 0.0006, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 255.77, | |
| "learning_rate": 3.728888888888889e-06, | |
| "loss": 0.0006, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 257.69, | |
| "learning_rate": 3.673333333333334e-06, | |
| "loss": 0.0008, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 259.62, | |
| "learning_rate": 3.617777777777778e-06, | |
| "loss": 0.0006, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 261.54, | |
| "learning_rate": 3.5622222222222224e-06, | |
| "loss": 0.0006, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 263.46, | |
| "learning_rate": 3.5066666666666673e-06, | |
| "loss": 0.0006, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 265.38, | |
| "learning_rate": 3.4511111111111113e-06, | |
| "loss": 0.0007, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 267.31, | |
| "learning_rate": 3.3955555555555558e-06, | |
| "loss": 0.0006, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 269.23, | |
| "learning_rate": 3.3400000000000006e-06, | |
| "loss": 0.0006, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 269.23, | |
| "eval_loss": 1.168186902999878, | |
| "eval_runtime": 232.6129, | |
| "eval_samples_per_second": 4.015, | |
| "eval_steps_per_second": 0.064, | |
| "eval_wer": 40.00954198473283, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 271.15, | |
| "learning_rate": 3.2844444444444447e-06, | |
| "loss": 0.0007, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 273.08, | |
| "learning_rate": 3.228888888888889e-06, | |
| "loss": 0.0005, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 275.0, | |
| "learning_rate": 3.173333333333334e-06, | |
| "loss": 0.0005, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 276.92, | |
| "learning_rate": 3.117777777777778e-06, | |
| "loss": 0.0005, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 278.85, | |
| "learning_rate": 3.0622222222222225e-06, | |
| "loss": 0.0006, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 280.77, | |
| "learning_rate": 3.0066666666666674e-06, | |
| "loss": 0.0005, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 282.69, | |
| "learning_rate": 2.9511111111111114e-06, | |
| "loss": 0.0008, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 284.62, | |
| "learning_rate": 2.895555555555556e-06, | |
| "loss": 0.0005, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 286.54, | |
| "learning_rate": 2.84e-06, | |
| "loss": 0.0007, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 288.46, | |
| "learning_rate": 2.784444444444445e-06, | |
| "loss": 0.0005, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 290.38, | |
| "learning_rate": 2.7288888888888893e-06, | |
| "loss": 0.0005, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 292.31, | |
| "learning_rate": 2.6733333333333333e-06, | |
| "loss": 0.0005, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 294.23, | |
| "learning_rate": 2.617777777777778e-06, | |
| "loss": 0.0006, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 296.15, | |
| "learning_rate": 2.5622222222222226e-06, | |
| "loss": 0.0005, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 298.08, | |
| "learning_rate": 2.5066666666666667e-06, | |
| "loss": 0.0005, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 300.0, | |
| "learning_rate": 2.451111111111111e-06, | |
| "loss": 0.0004, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 301.92, | |
| "learning_rate": 2.3955555555555556e-06, | |
| "loss": 0.0006, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 303.85, | |
| "learning_rate": 2.3400000000000005e-06, | |
| "loss": 0.0012, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 305.77, | |
| "learning_rate": 2.2844444444444445e-06, | |
| "loss": 0.0006, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 307.69, | |
| "learning_rate": 2.228888888888889e-06, | |
| "loss": 0.0006, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 307.69, | |
| "eval_loss": 1.1769174337387085, | |
| "eval_runtime": 230.6249, | |
| "eval_samples_per_second": 4.05, | |
| "eval_steps_per_second": 0.065, | |
| "eval_wer": 39.72328244274809, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 309.62, | |
| "learning_rate": 2.1733333333333334e-06, | |
| "loss": 0.0004, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 311.54, | |
| "learning_rate": 2.117777777777778e-06, | |
| "loss": 0.0007, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 313.46, | |
| "learning_rate": 2.0622222222222223e-06, | |
| "loss": 0.0005, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 315.38, | |
| "learning_rate": 2.006666666666667e-06, | |
| "loss": 0.0005, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 317.31, | |
| "learning_rate": 1.9511111111111113e-06, | |
| "loss": 0.0008, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 319.23, | |
| "learning_rate": 1.8955555555555557e-06, | |
| "loss": 0.0006, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 321.15, | |
| "learning_rate": 1.8400000000000002e-06, | |
| "loss": 0.0005, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 323.08, | |
| "learning_rate": 1.7844444444444444e-06, | |
| "loss": 0.0006, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 325.0, | |
| "learning_rate": 1.728888888888889e-06, | |
| "loss": 0.0004, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 326.92, | |
| "learning_rate": 1.6733333333333335e-06, | |
| "loss": 0.0005, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 328.85, | |
| "learning_rate": 1.6177777777777778e-06, | |
| "loss": 0.0005, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 330.77, | |
| "learning_rate": 1.5622222222222225e-06, | |
| "loss": 0.0004, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 332.69, | |
| "learning_rate": 1.506666666666667e-06, | |
| "loss": 0.0005, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 334.62, | |
| "learning_rate": 1.4511111111111112e-06, | |
| "loss": 0.0004, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 336.54, | |
| "learning_rate": 1.3955555555555556e-06, | |
| "loss": 0.0005, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 338.46, | |
| "learning_rate": 1.34e-06, | |
| "loss": 0.0005, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 340.38, | |
| "learning_rate": 1.2844444444444445e-06, | |
| "loss": 0.0004, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 342.31, | |
| "learning_rate": 1.228888888888889e-06, | |
| "loss": 0.0007, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 344.23, | |
| "learning_rate": 1.1733333333333335e-06, | |
| "loss": 0.0005, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 346.15, | |
| "learning_rate": 1.117777777777778e-06, | |
| "loss": 0.0005, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 346.15, | |
| "eval_loss": 1.1825743913650513, | |
| "eval_runtime": 213.818, | |
| "eval_samples_per_second": 4.368, | |
| "eval_steps_per_second": 0.07, | |
| "eval_wer": 39.51335877862596, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 348.08, | |
| "learning_rate": 1.0622222222222222e-06, | |
| "loss": 0.0004, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 350.0, | |
| "learning_rate": 1.0066666666666668e-06, | |
| "loss": 0.0004, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 351.92, | |
| "learning_rate": 9.511111111111111e-07, | |
| "loss": 0.0005, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 353.85, | |
| "learning_rate": 8.955555555555557e-07, | |
| "loss": 0.0004, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 355.77, | |
| "learning_rate": 8.400000000000001e-07, | |
| "loss": 0.0005, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 357.69, | |
| "learning_rate": 7.844444444444445e-07, | |
| "loss": 0.0005, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 359.62, | |
| "learning_rate": 7.28888888888889e-07, | |
| "loss": 0.0004, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 361.54, | |
| "learning_rate": 6.733333333333334e-07, | |
| "loss": 0.0004, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 363.46, | |
| "learning_rate": 6.177777777777778e-07, | |
| "loss": 0.0005, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 365.38, | |
| "learning_rate": 5.622222222222223e-07, | |
| "loss": 0.0004, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 367.31, | |
| "learning_rate": 5.066666666666667e-07, | |
| "loss": 0.0004, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 369.23, | |
| "learning_rate": 4.511111111111111e-07, | |
| "loss": 0.0004, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 371.15, | |
| "learning_rate": 3.9555555555555557e-07, | |
| "loss": 0.0005, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 373.08, | |
| "learning_rate": 3.4000000000000003e-07, | |
| "loss": 0.0004, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 375.0, | |
| "learning_rate": 2.844444444444445e-07, | |
| "loss": 0.0004, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 376.92, | |
| "learning_rate": 2.2888888888888892e-07, | |
| "loss": 0.0004, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 378.85, | |
| "learning_rate": 1.7333333333333335e-07, | |
| "loss": 0.0004, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 380.77, | |
| "learning_rate": 1.1777777777777778e-07, | |
| "loss": 0.0004, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 382.69, | |
| "learning_rate": 6.222222222222223e-08, | |
| "loss": 0.0003, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 384.62, | |
| "learning_rate": 6.666666666666667e-09, | |
| "loss": 0.0004, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 384.62, | |
| "eval_loss": 1.1857084035873413, | |
| "eval_runtime": 215.5395, | |
| "eval_samples_per_second": 4.333, | |
| "eval_steps_per_second": 0.07, | |
| "eval_wer": 39.49904580152672, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 384.62, | |
| "step": 5000, | |
| "total_flos": 9.013099041721103e+19, | |
| "train_loss": 0.1333366625772789, | |
| "train_runtime": 10216.7319, | |
| "train_samples_per_second": 31.321, | |
| "train_steps_per_second": 0.489 | |
| } | |
| ], | |
| "max_steps": 5000, | |
| "num_train_epochs": 385, | |
| "total_flos": 9.013099041721103e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |