| { | |
| "best_metric": 2.9224686264397457, | |
| "best_model_checkpoint": "./whisper-small-final-v2/checkpoint-5000", | |
| "epoch": 35.59870550161812, | |
| "eval_steps": 500, | |
| "global_step": 11000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08, | |
| "grad_norm": 0.0023542253766208887, | |
| "learning_rate": 5.000000000000001e-07, | |
| "loss": 0.0001, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "grad_norm": 0.003053858410567045, | |
| "learning_rate": 1.0000000000000002e-06, | |
| "loss": 0.0001, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "grad_norm": 0.007697729859501123, | |
| "learning_rate": 1.5e-06, | |
| "loss": 0.0001, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "grad_norm": 0.01041096169501543, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "grad_norm": 0.0023387186229228973, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.0, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "grad_norm": 0.0036297033075243235, | |
| "learning_rate": 3e-06, | |
| "loss": 0.0001, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "grad_norm": 0.0016004816861823201, | |
| "learning_rate": 3.5e-06, | |
| "loss": 0.0, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "grad_norm": 0.0035209895577281713, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "grad_norm": 0.37100252509117126, | |
| "learning_rate": 4.5e-06, | |
| "loss": 0.0015, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "grad_norm": 0.2593393325805664, | |
| "learning_rate": 5e-06, | |
| "loss": 0.003, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "grad_norm": 1.1273244619369507, | |
| "learning_rate": 5.500000000000001e-06, | |
| "loss": 0.003, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "grad_norm": 0.11678028106689453, | |
| "learning_rate": 6e-06, | |
| "loss": 0.0014, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "grad_norm": 2.602248191833496, | |
| "learning_rate": 6.5000000000000004e-06, | |
| "loss": 0.0025, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "grad_norm": 1.053270697593689, | |
| "learning_rate": 7e-06, | |
| "loss": 0.0021, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "grad_norm": 0.25527653098106384, | |
| "learning_rate": 7.500000000000001e-06, | |
| "loss": 0.0037, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "grad_norm": 0.208439901471138, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.002, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "grad_norm": 0.14851850271224976, | |
| "learning_rate": 8.5e-06, | |
| "loss": 0.0034, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "grad_norm": 1.6750054359436035, | |
| "learning_rate": 9e-06, | |
| "loss": 0.0046, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "grad_norm": 4.503875255584717, | |
| "learning_rate": 9.48e-06, | |
| "loss": 0.0093, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "grad_norm": 0.6791089177131653, | |
| "learning_rate": 9.980000000000001e-06, | |
| "loss": 0.0073, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "eval_loss": 0.024947550147771835, | |
| "eval_runtime": 794.9124, | |
| "eval_samples_per_second": 1.551, | |
| "eval_steps_per_second": 0.195, | |
| "eval_wer": 5.002578648788035, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "grad_norm": 0.7141709923744202, | |
| "learning_rate": 9.931428571428571e-06, | |
| "loss": 0.0022, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "grad_norm": 1.1480615139007568, | |
| "learning_rate": 9.86e-06, | |
| "loss": 0.0036, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "grad_norm": 1.9711138010025024, | |
| "learning_rate": 9.78857142857143e-06, | |
| "loss": 0.0043, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "grad_norm": 1.0525217056274414, | |
| "learning_rate": 9.717142857142858e-06, | |
| "loss": 0.0051, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "grad_norm": 0.15985222160816193, | |
| "learning_rate": 9.645714285714286e-06, | |
| "loss": 0.0057, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "grad_norm": 0.8261871933937073, | |
| "learning_rate": 9.574285714285715e-06, | |
| "loss": 0.0023, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "grad_norm": 0.04620926454663277, | |
| "learning_rate": 9.502857142857144e-06, | |
| "loss": 0.0019, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "grad_norm": 0.3023536503314972, | |
| "learning_rate": 9.431428571428573e-06, | |
| "loss": 0.0012, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "grad_norm": 0.11112522333860397, | |
| "learning_rate": 9.360000000000002e-06, | |
| "loss": 0.0024, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "grad_norm": 1.6971714496612549, | |
| "learning_rate": 9.28857142857143e-06, | |
| "loss": 0.0031, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "grad_norm": 0.22176721692085266, | |
| "learning_rate": 9.217142857142858e-06, | |
| "loss": 0.0026, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "grad_norm": 0.2839481830596924, | |
| "learning_rate": 9.145714285714287e-06, | |
| "loss": 0.0016, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "grad_norm": 0.6732001900672913, | |
| "learning_rate": 9.074285714285716e-06, | |
| "loss": 0.0044, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "grad_norm": 2.15289044380188, | |
| "learning_rate": 9.002857142857144e-06, | |
| "loss": 0.0028, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "grad_norm": 0.4701692759990692, | |
| "learning_rate": 8.931428571428573e-06, | |
| "loss": 0.0009, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "grad_norm": 0.38268008828163147, | |
| "learning_rate": 8.860000000000002e-06, | |
| "loss": 0.0012, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "grad_norm": 0.057314854115247726, | |
| "learning_rate": 8.788571428571429e-06, | |
| "loss": 0.001, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "grad_norm": 0.048205479979515076, | |
| "learning_rate": 8.717142857142858e-06, | |
| "loss": 0.0022, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "grad_norm": 0.008282452821731567, | |
| "learning_rate": 8.645714285714287e-06, | |
| "loss": 0.0006, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "grad_norm": 1.3108314275741577, | |
| "learning_rate": 8.574285714285714e-06, | |
| "loss": 0.0014, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "eval_loss": 0.02143564447760582, | |
| "eval_runtime": 802.0669, | |
| "eval_samples_per_second": 1.537, | |
| "eval_steps_per_second": 0.193, | |
| "eval_wer": 4.108647068935878, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "grad_norm": 0.888531506061554, | |
| "learning_rate": 8.502857142857143e-06, | |
| "loss": 0.0025, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "grad_norm": 0.013467811048030853, | |
| "learning_rate": 8.431428571428572e-06, | |
| "loss": 0.0009, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "grad_norm": 1.272592306137085, | |
| "learning_rate": 8.36e-06, | |
| "loss": 0.001, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "grad_norm": 0.022731788456439972, | |
| "learning_rate": 8.288571428571429e-06, | |
| "loss": 0.0002, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "grad_norm": 0.49200737476348877, | |
| "learning_rate": 8.217142857142858e-06, | |
| "loss": 0.0011, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "grad_norm": 0.011444230563938618, | |
| "learning_rate": 8.145714285714287e-06, | |
| "loss": 0.0005, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "grad_norm": 0.02571061998605728, | |
| "learning_rate": 8.074285714285714e-06, | |
| "loss": 0.0002, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "grad_norm": 0.02670286037027836, | |
| "learning_rate": 8.002857142857143e-06, | |
| "loss": 0.0005, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "grad_norm": 0.04544826224446297, | |
| "learning_rate": 7.931428571428572e-06, | |
| "loss": 0.0007, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "grad_norm": 0.028520189225673676, | |
| "learning_rate": 7.860000000000001e-06, | |
| "loss": 0.0003, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "grad_norm": 0.017675643786787987, | |
| "learning_rate": 7.788571428571428e-06, | |
| "loss": 0.0006, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "grad_norm": 0.16999584436416626, | |
| "learning_rate": 7.717142857142857e-06, | |
| "loss": 0.0005, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "grad_norm": 0.22153036296367645, | |
| "learning_rate": 7.645714285714286e-06, | |
| "loss": 0.0004, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "grad_norm": 0.0049127149395644665, | |
| "learning_rate": 7.574285714285715e-06, | |
| "loss": 0.0001, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "grad_norm": 0.02039247751235962, | |
| "learning_rate": 7.502857142857144e-06, | |
| "loss": 0.0003, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "grad_norm": 0.009562624618411064, | |
| "learning_rate": 7.431428571428572e-06, | |
| "loss": 0.0002, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "grad_norm": 0.019309034571051598, | |
| "learning_rate": 7.360000000000001e-06, | |
| "loss": 0.0001, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "grad_norm": 0.004860865883529186, | |
| "learning_rate": 7.28857142857143e-06, | |
| "loss": 0.0008, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "grad_norm": 0.005680860485881567, | |
| "learning_rate": 7.217142857142858e-06, | |
| "loss": 0.0004, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "grad_norm": 0.02605484426021576, | |
| "learning_rate": 7.145714285714286e-06, | |
| "loss": 0.0008, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "eval_loss": 0.022091694176197052, | |
| "eval_runtime": 791.3534, | |
| "eval_samples_per_second": 1.558, | |
| "eval_steps_per_second": 0.196, | |
| "eval_wer": 3.988310125494241, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "grad_norm": 1.7420192956924438, | |
| "learning_rate": 7.074285714285715e-06, | |
| "loss": 0.0005, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "grad_norm": 0.15281762182712555, | |
| "learning_rate": 7.002857142857143e-06, | |
| "loss": 0.0004, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "grad_norm": 0.013328706845641136, | |
| "learning_rate": 6.931428571428572e-06, | |
| "loss": 0.0002, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "grad_norm": 0.23917707800865173, | |
| "learning_rate": 6.860000000000001e-06, | |
| "loss": 0.0019, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "grad_norm": 0.02083628997206688, | |
| "learning_rate": 6.7885714285714286e-06, | |
| "loss": 0.0003, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "grad_norm": 0.7623525857925415, | |
| "learning_rate": 6.7171428571428576e-06, | |
| "loss": 0.0006, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "grad_norm": 1.761312484741211, | |
| "learning_rate": 6.645714285714287e-06, | |
| "loss": 0.0005, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "grad_norm": 0.02908872812986374, | |
| "learning_rate": 6.574285714285716e-06, | |
| "loss": 0.0003, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "grad_norm": 0.0062005845829844475, | |
| "learning_rate": 6.502857142857143e-06, | |
| "loss": 0.0003, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "grad_norm": 0.009553766809403896, | |
| "learning_rate": 6.431428571428572e-06, | |
| "loss": 0.0001, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "grad_norm": 0.006461838725954294, | |
| "learning_rate": 6.360000000000001e-06, | |
| "loss": 0.0001, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "grad_norm": 0.006093865260481834, | |
| "learning_rate": 6.288571428571429e-06, | |
| "loss": 0.0003, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "grad_norm": 0.006265025120228529, | |
| "learning_rate": 6.217142857142857e-06, | |
| "loss": 0.0005, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 5.99, | |
| "grad_norm": 0.08442416042089462, | |
| "learning_rate": 6.145714285714286e-06, | |
| "loss": 0.0002, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "grad_norm": 0.005628472194075584, | |
| "learning_rate": 6.0742857142857145e-06, | |
| "loss": 0.0001, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "grad_norm": 0.0012941138120368123, | |
| "learning_rate": 6.0028571428571435e-06, | |
| "loss": 0.0001, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "grad_norm": 0.003825143212452531, | |
| "learning_rate": 5.9314285714285725e-06, | |
| "loss": 0.0001, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "grad_norm": 0.002939299214631319, | |
| "learning_rate": 5.86e-06, | |
| "loss": 0.0, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "grad_norm": 0.0030452311038970947, | |
| "learning_rate": 5.788571428571429e-06, | |
| "loss": 0.0001, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "grad_norm": 0.017602646723389626, | |
| "learning_rate": 5.717142857142858e-06, | |
| "loss": 0.0, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "eval_loss": 0.018006248399615288, | |
| "eval_runtime": 791.4436, | |
| "eval_samples_per_second": 1.558, | |
| "eval_steps_per_second": 0.196, | |
| "eval_wer": 2.974041602200447, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "grad_norm": 0.09079013019800186, | |
| "learning_rate": 5.645714285714287e-06, | |
| "loss": 0.0001, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "grad_norm": 0.011517921462655067, | |
| "learning_rate": 5.574285714285714e-06, | |
| "loss": 0.0001, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "grad_norm": 0.0036222347989678383, | |
| "learning_rate": 5.502857142857143e-06, | |
| "loss": 0.0, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "grad_norm": 0.09321127831935883, | |
| "learning_rate": 5.431428571428572e-06, | |
| "loss": 0.0, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "grad_norm": 0.019542288035154343, | |
| "learning_rate": 5.36e-06, | |
| "loss": 0.0, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 6.96, | |
| "grad_norm": 0.010700986720621586, | |
| "learning_rate": 5.2885714285714285e-06, | |
| "loss": 0.0001, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "grad_norm": 0.005260708276182413, | |
| "learning_rate": 5.2171428571428575e-06, | |
| "loss": 0.0, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "grad_norm": 0.0018403552239760756, | |
| "learning_rate": 5.145714285714286e-06, | |
| "loss": 0.0, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "grad_norm": 0.00291392276994884, | |
| "learning_rate": 5.074285714285715e-06, | |
| "loss": 0.0, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "grad_norm": 0.001351356622762978, | |
| "learning_rate": 5.002857142857144e-06, | |
| "loss": 0.0, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "grad_norm": 0.002212280174717307, | |
| "learning_rate": 4.931428571428572e-06, | |
| "loss": 0.0, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "grad_norm": 0.0013704759767279029, | |
| "learning_rate": 4.86e-06, | |
| "loss": 0.0, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "grad_norm": 0.004209516104310751, | |
| "learning_rate": 4.788571428571429e-06, | |
| "loss": 0.0, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "grad_norm": 0.004072306212037802, | |
| "learning_rate": 4.717142857142857e-06, | |
| "loss": 0.0, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "grad_norm": 0.0258013978600502, | |
| "learning_rate": 4.645714285714286e-06, | |
| "loss": 0.0, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "grad_norm": 0.0018390474142506719, | |
| "learning_rate": 4.574285714285714e-06, | |
| "loss": 0.0, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 7.85, | |
| "grad_norm": 0.002616502810269594, | |
| "learning_rate": 4.5028571428571434e-06, | |
| "loss": 0.0, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "grad_norm": 0.0016982157249003649, | |
| "learning_rate": 4.431428571428572e-06, | |
| "loss": 0.0, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 8.01, | |
| "grad_norm": 0.0023189985658973455, | |
| "learning_rate": 4.360000000000001e-06, | |
| "loss": 0.0, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "grad_norm": 0.003353666979819536, | |
| "learning_rate": 4.288571428571429e-06, | |
| "loss": 0.0, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "eval_loss": 0.017685044556856155, | |
| "eval_runtime": 798.3523, | |
| "eval_samples_per_second": 1.544, | |
| "eval_steps_per_second": 0.194, | |
| "eval_wer": 3.094378545642084, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "grad_norm": 0.0012944688787683845, | |
| "learning_rate": 4.217142857142858e-06, | |
| "loss": 0.0, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "grad_norm": 0.002697590971365571, | |
| "learning_rate": 4.145714285714286e-06, | |
| "loss": 0.0, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "grad_norm": 0.0015665855025872588, | |
| "learning_rate": 4.074285714285714e-06, | |
| "loss": 0.0, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "grad_norm": 0.0023723498452454805, | |
| "learning_rate": 4.002857142857143e-06, | |
| "loss": 0.0, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 8.5, | |
| "grad_norm": 0.0024561272002756596, | |
| "learning_rate": 3.931428571428571e-06, | |
| "loss": 0.0, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "grad_norm": 0.0012809446780011058, | |
| "learning_rate": 3.86e-06, | |
| "loss": 0.0, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 8.66, | |
| "grad_norm": 0.002741657430306077, | |
| "learning_rate": 3.7885714285714285e-06, | |
| "loss": 0.0, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "grad_norm": 0.0022798278369009495, | |
| "learning_rate": 3.7171428571428575e-06, | |
| "loss": 0.0, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 8.82, | |
| "grad_norm": 0.0008324767695739865, | |
| "learning_rate": 3.6457142857142857e-06, | |
| "loss": 0.0, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "grad_norm": 0.0021829677280038595, | |
| "learning_rate": 3.5742857142857147e-06, | |
| "loss": 0.0, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "grad_norm": 0.0010186375584453344, | |
| "learning_rate": 3.5028571428571433e-06, | |
| "loss": 0.0, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "grad_norm": 0.0021447737235575914, | |
| "learning_rate": 3.431428571428572e-06, | |
| "loss": 0.0, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "grad_norm": 0.0014905674615874887, | |
| "learning_rate": 3.3600000000000004e-06, | |
| "loss": 0.0, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "grad_norm": 0.0023917625658214092, | |
| "learning_rate": 3.2885714285714286e-06, | |
| "loss": 0.0, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "grad_norm": 0.0014455171767622232, | |
| "learning_rate": 3.2171428571428576e-06, | |
| "loss": 0.0, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 9.39, | |
| "grad_norm": 0.009605071507394314, | |
| "learning_rate": 3.1457142857142858e-06, | |
| "loss": 0.0, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "grad_norm": 0.0006564524956047535, | |
| "learning_rate": 3.074285714285715e-06, | |
| "loss": 0.0, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "grad_norm": 0.0008893849444575608, | |
| "learning_rate": 3.002857142857143e-06, | |
| "loss": 0.0, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "grad_norm": 0.001537854433991015, | |
| "learning_rate": 2.9314285714285716e-06, | |
| "loss": 0.0, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "grad_norm": 0.0020573874935507774, | |
| "learning_rate": 2.86e-06, | |
| "loss": 0.0, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "eval_loss": 0.017799125984311104, | |
| "eval_runtime": 794.7434, | |
| "eval_samples_per_second": 1.551, | |
| "eval_steps_per_second": 0.195, | |
| "eval_wer": 3.094378545642084, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 9.79, | |
| "grad_norm": 0.001788494409993291, | |
| "learning_rate": 2.7885714285714287e-06, | |
| "loss": 0.0, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "grad_norm": 0.0009725405252538621, | |
| "learning_rate": 2.7171428571428577e-06, | |
| "loss": 0.0, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 9.95, | |
| "grad_norm": 0.001284493599087, | |
| "learning_rate": 2.645714285714286e-06, | |
| "loss": 0.0, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 10.03, | |
| "grad_norm": 0.0017106755403801799, | |
| "learning_rate": 2.574285714285715e-06, | |
| "loss": 0.0, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 10.11, | |
| "grad_norm": 0.0007921723299659789, | |
| "learning_rate": 2.502857142857143e-06, | |
| "loss": 0.0, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 10.19, | |
| "grad_norm": 0.0018981642788276076, | |
| "learning_rate": 2.4314285714285717e-06, | |
| "loss": 0.0, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 10.28, | |
| "grad_norm": 0.0014530618209391832, | |
| "learning_rate": 2.3600000000000003e-06, | |
| "loss": 0.0, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 10.36, | |
| "grad_norm": 0.0011344915255904198, | |
| "learning_rate": 2.288571428571429e-06, | |
| "loss": 0.0, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 10.44, | |
| "grad_norm": 0.0006109612877480686, | |
| "learning_rate": 2.2171428571428575e-06, | |
| "loss": 0.0, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 10.52, | |
| "grad_norm": 0.0011850837618112564, | |
| "learning_rate": 2.145714285714286e-06, | |
| "loss": 0.0, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 10.6, | |
| "grad_norm": 0.0005283011123538017, | |
| "learning_rate": 2.0742857142857146e-06, | |
| "loss": 0.0, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 10.68, | |
| "grad_norm": 0.0010328389471396804, | |
| "learning_rate": 2.0028571428571432e-06, | |
| "loss": 0.0, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 10.76, | |
| "grad_norm": 0.0009599952027201653, | |
| "learning_rate": 1.9314285714285714e-06, | |
| "loss": 0.0, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 10.84, | |
| "grad_norm": 0.0011755761224776506, | |
| "learning_rate": 1.8600000000000002e-06, | |
| "loss": 0.0, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 10.92, | |
| "grad_norm": 0.0018132536206394434, | |
| "learning_rate": 1.7885714285714288e-06, | |
| "loss": 0.0, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "grad_norm": 0.0018807642627507448, | |
| "learning_rate": 1.7171428571428572e-06, | |
| "loss": 0.0, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 11.08, | |
| "grad_norm": 0.003156110644340515, | |
| "learning_rate": 1.6457142857142857e-06, | |
| "loss": 0.0, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 11.17, | |
| "grad_norm": 0.0010045066010206938, | |
| "learning_rate": 1.5742857142857143e-06, | |
| "loss": 0.0, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 11.25, | |
| "grad_norm": 0.0008904847782105207, | |
| "learning_rate": 1.502857142857143e-06, | |
| "loss": 0.0, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 11.33, | |
| "grad_norm": 0.0013107324484735727, | |
| "learning_rate": 1.4314285714285717e-06, | |
| "loss": 0.0, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 11.33, | |
| "eval_loss": 0.017873059958219528, | |
| "eval_runtime": 799.0063, | |
| "eval_samples_per_second": 1.543, | |
| "eval_steps_per_second": 0.194, | |
| "eval_wer": 3.1287605294825513, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 11.41, | |
| "grad_norm": 0.0013505747774615884, | |
| "learning_rate": 1.3600000000000001e-06, | |
| "loss": 0.0, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 11.49, | |
| "grad_norm": 0.0013679265975952148, | |
| "learning_rate": 1.2885714285714287e-06, | |
| "loss": 0.0, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 11.57, | |
| "grad_norm": 0.0021877065300941467, | |
| "learning_rate": 1.2171428571428573e-06, | |
| "loss": 0.0, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 11.65, | |
| "grad_norm": 0.0011414324399083853, | |
| "learning_rate": 1.1457142857142859e-06, | |
| "loss": 0.0, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 11.73, | |
| "grad_norm": 0.0008932927739806473, | |
| "learning_rate": 1.0742857142857145e-06, | |
| "loss": 0.0, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "grad_norm": 0.0016671326011419296, | |
| "learning_rate": 1.0028571428571428e-06, | |
| "loss": 0.0, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 11.89, | |
| "grad_norm": 0.0011023151455447078, | |
| "learning_rate": 9.314285714285714e-07, | |
| "loss": 0.0, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 11.97, | |
| "grad_norm": 0.0008648216025903821, | |
| "learning_rate": 8.6e-07, | |
| "loss": 0.0, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 12.06, | |
| "grad_norm": 0.003709783311933279, | |
| "learning_rate": 7.885714285714287e-07, | |
| "loss": 0.0, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 12.14, | |
| "grad_norm": 0.0005944801960140467, | |
| "learning_rate": 7.171428571428572e-07, | |
| "loss": 0.0, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 12.22, | |
| "grad_norm": 0.0010830622632056475, | |
| "learning_rate": 6.457142857142858e-07, | |
| "loss": 0.0, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 12.3, | |
| "grad_norm": 0.0018471087096258998, | |
| "learning_rate": 5.742857142857143e-07, | |
| "loss": 0.0, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 12.38, | |
| "grad_norm": 0.0018315908964723349, | |
| "learning_rate": 5.028571428571429e-07, | |
| "loss": 0.0, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 12.46, | |
| "grad_norm": 0.0010556795168668032, | |
| "learning_rate": 4.3142857142857146e-07, | |
| "loss": 0.0, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 12.54, | |
| "grad_norm": 0.001286807470023632, | |
| "learning_rate": 3.6e-07, | |
| "loss": 0.0, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 12.62, | |
| "grad_norm": 0.0025280534755438566, | |
| "learning_rate": 2.885714285714286e-07, | |
| "loss": 0.0, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 12.7, | |
| "grad_norm": 0.0008814557804726064, | |
| "learning_rate": 2.1714285714285715e-07, | |
| "loss": 0.0, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 12.78, | |
| "grad_norm": 0.0007184511632658541, | |
| "learning_rate": 1.4571428571428574e-07, | |
| "loss": 0.0, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 12.86, | |
| "grad_norm": 0.0024200354237109423, | |
| "learning_rate": 7.428571428571429e-08, | |
| "loss": 0.0, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 12.94, | |
| "grad_norm": 0.0013352702371776104, | |
| "learning_rate": 2.8571428571428576e-09, | |
| "loss": 0.0, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 12.94, | |
| "eval_loss": 0.017900340259075165, | |
| "eval_runtime": 798.968, | |
| "eval_samples_per_second": 1.543, | |
| "eval_steps_per_second": 0.194, | |
| "eval_wer": 3.1287605294825513, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 13.03, | |
| "grad_norm": 0.0006061609601601958, | |
| "learning_rate": 5.301333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 13.11, | |
| "grad_norm": 0.000903214851859957, | |
| "learning_rate": 5.268000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 13.19, | |
| "grad_norm": 0.0009095696732401848, | |
| "learning_rate": 5.234666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 13.27, | |
| "grad_norm": 0.0009569237590767443, | |
| "learning_rate": 5.201333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 13.35, | |
| "grad_norm": 0.0013346378691494465, | |
| "learning_rate": 5.168000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 13.43, | |
| "grad_norm": 0.0007105122786015272, | |
| "learning_rate": 5.134666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 13.51, | |
| "grad_norm": 0.001324965967796743, | |
| "learning_rate": 5.101333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 13.59, | |
| "grad_norm": 0.002936706179752946, | |
| "learning_rate": 5.0680000000000004e-06, | |
| "loss": 0.0, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "grad_norm": 0.0006480725132860243, | |
| "learning_rate": 5.034666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 13.75, | |
| "grad_norm": 0.0008248516824096441, | |
| "learning_rate": 5.001333333333333e-06, | |
| "loss": 0.0, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 13.83, | |
| "grad_norm": 0.000976664014160633, | |
| "learning_rate": 4.9680000000000005e-06, | |
| "loss": 0.0, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 13.92, | |
| "grad_norm": 0.0007901455392129719, | |
| "learning_rate": 4.934666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "grad_norm": 0.0008691786788403988, | |
| "learning_rate": 4.901333333333333e-06, | |
| "loss": 0.0, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "grad_norm": 0.00039108938653953373, | |
| "learning_rate": 4.868000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 14.16, | |
| "grad_norm": 0.000672497262712568, | |
| "learning_rate": 4.834666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 14.24, | |
| "grad_norm": 0.0006290368619374931, | |
| "learning_rate": 4.801333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 14.32, | |
| "grad_norm": 0.0012541558826342225, | |
| "learning_rate": 4.768000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 14.4, | |
| "grad_norm": 0.0015149698592722416, | |
| "learning_rate": 4.734666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 14.48, | |
| "grad_norm": 0.001397727057337761, | |
| "learning_rate": 4.701333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "grad_norm": 0.001000353367999196, | |
| "learning_rate": 4.668e-06, | |
| "loss": 0.0, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 14.56, | |
| "eval_loss": 0.018149884417653084, | |
| "eval_runtime": 806.023, | |
| "eval_samples_per_second": 1.53, | |
| "eval_steps_per_second": 0.192, | |
| "eval_wer": 2.888086642599278, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 14.64, | |
| "grad_norm": 0.0004112539754714817, | |
| "learning_rate": 4.634666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 14.72, | |
| "grad_norm": 0.00042669521644711494, | |
| "learning_rate": 4.601333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 14.81, | |
| "grad_norm": 0.0005972330691292882, | |
| "learning_rate": 4.568e-06, | |
| "loss": 0.0, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 14.89, | |
| "grad_norm": 0.000703622295986861, | |
| "learning_rate": 4.534666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "grad_norm": 0.0008054905338212848, | |
| "learning_rate": 4.501333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 15.05, | |
| "grad_norm": 0.0006107372464612126, | |
| "learning_rate": 4.468e-06, | |
| "loss": 0.0, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 15.13, | |
| "grad_norm": 0.0011443241965025663, | |
| "learning_rate": 4.4346666666666675e-06, | |
| "loss": 0.0, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 15.21, | |
| "grad_norm": 0.0007337784627452493, | |
| "learning_rate": 4.401333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 15.29, | |
| "grad_norm": 0.0005867818254046142, | |
| "learning_rate": 4.368e-06, | |
| "loss": 0.0, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 15.37, | |
| "grad_norm": 0.00047605938743799925, | |
| "learning_rate": 4.334666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 15.45, | |
| "grad_norm": 0.0007535215700045228, | |
| "learning_rate": 4.301333333333333e-06, | |
| "loss": 0.0, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 15.53, | |
| "grad_norm": 0.0004895786987617612, | |
| "learning_rate": 4.2680000000000005e-06, | |
| "loss": 0.0, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 15.61, | |
| "grad_norm": 0.0005502207204699516, | |
| "learning_rate": 4.234666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 15.7, | |
| "grad_norm": 0.0008273226558230817, | |
| "learning_rate": 4.201333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 15.78, | |
| "grad_norm": 0.0008853155304677784, | |
| "learning_rate": 4.168000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 15.86, | |
| "grad_norm": 0.0008551743812859058, | |
| "learning_rate": 4.134666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 15.94, | |
| "grad_norm": 0.0012048580683767796, | |
| "learning_rate": 4.1013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 16.02, | |
| "grad_norm": 0.00043612357694655657, | |
| "learning_rate": 4.068000000000001e-06, | |
| "loss": 0.0, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 16.1, | |
| "grad_norm": 0.0005169506184756756, | |
| "learning_rate": 4.034666666666667e-06, | |
| "loss": 0.0, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 16.18, | |
| "grad_norm": 0.000585487752687186, | |
| "learning_rate": 4.0013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 16.18, | |
| "eval_loss": 0.018417511135339737, | |
| "eval_runtime": 808.2166, | |
| "eval_samples_per_second": 1.526, | |
| "eval_steps_per_second": 0.192, | |
| "eval_wer": 2.9224686264397457, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 16.26, | |
| "grad_norm": 0.000627236848231405, | |
| "learning_rate": 3.968e-06, | |
| "loss": 0.0, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 16.34, | |
| "grad_norm": 0.0008906592265702784, | |
| "learning_rate": 3.934666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 16.42, | |
| "grad_norm": 0.0005441014654934406, | |
| "learning_rate": 3.901333333333334e-06, | |
| "loss": 0.0, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 16.5, | |
| "grad_norm": 0.001127504394389689, | |
| "learning_rate": 3.868e-06, | |
| "loss": 0.0, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 16.59, | |
| "grad_norm": 0.0006261191447265446, | |
| "learning_rate": 3.834666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 16.67, | |
| "grad_norm": 0.0007385109784081578, | |
| "learning_rate": 3.8013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 16.75, | |
| "grad_norm": 0.0010095132747665048, | |
| "learning_rate": 3.7680000000000006e-06, | |
| "loss": 0.0, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 16.83, | |
| "grad_norm": 0.0008644785266369581, | |
| "learning_rate": 3.734666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 16.91, | |
| "grad_norm": 0.0005047526792623103, | |
| "learning_rate": 3.7013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 16.99, | |
| "grad_norm": 0.0005285277147777379, | |
| "learning_rate": 3.6680000000000003e-06, | |
| "loss": 0.0, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 17.07, | |
| "grad_norm": 0.0005454490310512483, | |
| "learning_rate": 3.6346666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 17.15, | |
| "grad_norm": 0.0005612596869468689, | |
| "learning_rate": 3.601333333333334e-06, | |
| "loss": 0.0, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 17.23, | |
| "grad_norm": 0.0006952615804038942, | |
| "learning_rate": 3.5680000000000004e-06, | |
| "loss": 0.0, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 17.31, | |
| "grad_norm": 0.0005712429410777986, | |
| "learning_rate": 3.534666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 17.39, | |
| "grad_norm": 0.00041945508564822376, | |
| "learning_rate": 3.5013333333333337e-06, | |
| "loss": 0.0, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 17.48, | |
| "grad_norm": 0.00044482393423095345, | |
| "learning_rate": 3.468e-06, | |
| "loss": 0.0, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 17.56, | |
| "grad_norm": 0.0004090140573680401, | |
| "learning_rate": 3.4346666666666665e-06, | |
| "loss": 0.0, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 17.64, | |
| "grad_norm": 0.00047689909115433693, | |
| "learning_rate": 3.4013333333333338e-06, | |
| "loss": 0.0, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 17.72, | |
| "grad_norm": 0.0006317782681435347, | |
| "learning_rate": 3.368e-06, | |
| "loss": 0.0, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 17.8, | |
| "grad_norm": 0.0004752794047817588, | |
| "learning_rate": 3.334666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 17.8, | |
| "eval_loss": 0.018600720912218094, | |
| "eval_runtime": 803.0485, | |
| "eval_samples_per_second": 1.535, | |
| "eval_steps_per_second": 0.193, | |
| "eval_wer": 3.0256145779611483, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 17.88, | |
| "grad_norm": 0.0007763198809698224, | |
| "learning_rate": 3.3013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 17.96, | |
| "grad_norm": 0.0006742349942214787, | |
| "learning_rate": 3.268e-06, | |
| "loss": 0.0, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 18.04, | |
| "grad_norm": 0.00037475177668966353, | |
| "learning_rate": 3.234666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 18.12, | |
| "grad_norm": 0.0003356238012202084, | |
| "learning_rate": 3.2013333333333336e-06, | |
| "loss": 0.0, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 18.2, | |
| "grad_norm": 0.0004451247223187238, | |
| "learning_rate": 3.1680000000000004e-06, | |
| "loss": 0.0, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 18.28, | |
| "grad_norm": 0.0006252903258427978, | |
| "learning_rate": 3.134666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 18.37, | |
| "grad_norm": 0.00027708217385225, | |
| "learning_rate": 3.1013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 18.45, | |
| "grad_norm": 0.00046747917076572776, | |
| "learning_rate": 3.0680000000000005e-06, | |
| "loss": 0.0, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 18.53, | |
| "grad_norm": 0.0009358280221931636, | |
| "learning_rate": 3.034666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 18.61, | |
| "grad_norm": 0.0007056727772578597, | |
| "learning_rate": 3.0013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 18.69, | |
| "grad_norm": 0.00043415065738372505, | |
| "learning_rate": 2.9680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 18.77, | |
| "grad_norm": 0.0005403661634773016, | |
| "learning_rate": 2.9346666666666666e-06, | |
| "loss": 0.0, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 18.85, | |
| "grad_norm": 0.0002807588898576796, | |
| "learning_rate": 2.901333333333334e-06, | |
| "loss": 0.0, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 18.93, | |
| "grad_norm": 0.00064972008112818, | |
| "learning_rate": 2.8680000000000003e-06, | |
| "loss": 0.0, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 19.01, | |
| "grad_norm": 0.00047511656885035336, | |
| "learning_rate": 2.8346666666666667e-06, | |
| "loss": 0.0, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 19.09, | |
| "grad_norm": 0.0008176405099220574, | |
| "learning_rate": 2.8013333333333336e-06, | |
| "loss": 0.0, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 19.17, | |
| "grad_norm": 0.0006749618332833052, | |
| "learning_rate": 2.768e-06, | |
| "loss": 0.0, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 19.26, | |
| "grad_norm": 0.00030714174499735236, | |
| "learning_rate": 2.7346666666666673e-06, | |
| "loss": 0.0, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 19.34, | |
| "grad_norm": 0.0002531746868044138, | |
| "learning_rate": 2.7013333333333337e-06, | |
| "loss": 0.0, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 19.42, | |
| "grad_norm": 0.0002513741492293775, | |
| "learning_rate": 2.668e-06, | |
| "loss": 0.0, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 19.42, | |
| "eval_loss": 0.01877419464290142, | |
| "eval_runtime": 802.3536, | |
| "eval_samples_per_second": 1.537, | |
| "eval_steps_per_second": 0.193, | |
| "eval_wer": 3.1803335052432526, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 19.5, | |
| "grad_norm": 0.00022407456708606333, | |
| "learning_rate": 2.634666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 19.58, | |
| "grad_norm": 0.0006584114744327962, | |
| "learning_rate": 2.6013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 19.66, | |
| "grad_norm": 0.0003251735179219395, | |
| "learning_rate": 2.568e-06, | |
| "loss": 0.0, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 19.74, | |
| "grad_norm": 0.00032441489747725427, | |
| "learning_rate": 2.534666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 19.82, | |
| "grad_norm": 0.000556399580091238, | |
| "learning_rate": 2.5013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 19.9, | |
| "grad_norm": 0.0003794110380113125, | |
| "learning_rate": 2.468e-06, | |
| "loss": 0.0, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 19.98, | |
| "grad_norm": 0.0008817287161946297, | |
| "learning_rate": 2.4346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 20.06, | |
| "grad_norm": 0.0003605467500165105, | |
| "learning_rate": 2.4013333333333336e-06, | |
| "loss": 0.0, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 20.15, | |
| "grad_norm": 0.00034257510560564697, | |
| "learning_rate": 2.3680000000000005e-06, | |
| "loss": 0.0, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 20.23, | |
| "grad_norm": 0.0006304741837084293, | |
| "learning_rate": 2.334666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 20.31, | |
| "grad_norm": 0.0003804029547609389, | |
| "learning_rate": 2.3013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 20.39, | |
| "grad_norm": 0.0003537291777320206, | |
| "learning_rate": 2.268e-06, | |
| "loss": 0.0, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 20.47, | |
| "grad_norm": 0.0005464838468469679, | |
| "learning_rate": 2.234666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 20.55, | |
| "grad_norm": 0.00035579383256845176, | |
| "learning_rate": 2.2013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 20.63, | |
| "grad_norm": 0.00029211092623881996, | |
| "learning_rate": 2.1680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 20.71, | |
| "grad_norm": 0.00046534286229871213, | |
| "learning_rate": 2.1346666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 20.79, | |
| "grad_norm": 0.0003821933933068067, | |
| "learning_rate": 2.1013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 20.87, | |
| "grad_norm": 0.00034173333551734686, | |
| "learning_rate": 2.0680000000000004e-06, | |
| "loss": 0.0, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 20.95, | |
| "grad_norm": 0.00022973580053076148, | |
| "learning_rate": 2.0346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 21.04, | |
| "grad_norm": 0.00030270396382547915, | |
| "learning_rate": 2.0013333333333336e-06, | |
| "loss": 0.0, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 21.04, | |
| "eval_loss": 0.018963992595672607, | |
| "eval_runtime": 809.4746, | |
| "eval_samples_per_second": 1.523, | |
| "eval_steps_per_second": 0.191, | |
| "eval_wer": 3.163142513323019, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 21.12, | |
| "grad_norm": 0.00032841338543221354, | |
| "learning_rate": 1.968e-06, | |
| "loss": 0.0, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 21.2, | |
| "grad_norm": 0.0006685039843432605, | |
| "learning_rate": 1.934666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 21.28, | |
| "grad_norm": 0.0002688696840777993, | |
| "learning_rate": 1.9013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 21.36, | |
| "grad_norm": 0.00033872510539367795, | |
| "learning_rate": 1.8680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 21.44, | |
| "grad_norm": 0.0004930770955979824, | |
| "learning_rate": 1.8346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 21.52, | |
| "grad_norm": 0.00019405547936912626, | |
| "learning_rate": 1.8013333333333336e-06, | |
| "loss": 0.0, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 21.6, | |
| "grad_norm": 0.00027933728415519, | |
| "learning_rate": 1.7680000000000003e-06, | |
| "loss": 0.0, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 21.68, | |
| "grad_norm": 0.0006270716548897326, | |
| "learning_rate": 1.7346666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 21.76, | |
| "grad_norm": 0.00039901587297208607, | |
| "learning_rate": 1.7013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 21.84, | |
| "grad_norm": 0.0003480367304291576, | |
| "learning_rate": 1.6680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 21.93, | |
| "grad_norm": 0.00031261061667464674, | |
| "learning_rate": 1.6346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 22.01, | |
| "grad_norm": 0.0002611794334370643, | |
| "learning_rate": 1.6013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 22.09, | |
| "grad_norm": 0.00025896457373164594, | |
| "learning_rate": 1.568e-06, | |
| "loss": 0.0, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 22.17, | |
| "grad_norm": 0.00022639252711087465, | |
| "learning_rate": 1.534666666666667e-06, | |
| "loss": 0.0, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 22.25, | |
| "grad_norm": 0.0004359305021353066, | |
| "learning_rate": 1.5013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 22.33, | |
| "grad_norm": 0.00036377765354700387, | |
| "learning_rate": 1.4680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 22.41, | |
| "grad_norm": 0.0004344619228504598, | |
| "learning_rate": 1.4346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 22.49, | |
| "grad_norm": 0.00028026316431351006, | |
| "learning_rate": 1.4013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 22.57, | |
| "grad_norm": 0.00035817205207422376, | |
| "learning_rate": 1.368e-06, | |
| "loss": 0.0, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 22.65, | |
| "grad_norm": 0.0002789015998132527, | |
| "learning_rate": 1.334666666666667e-06, | |
| "loss": 0.0, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 22.65, | |
| "eval_loss": 0.019092679023742676, | |
| "eval_runtime": 801.9043, | |
| "eval_samples_per_second": 1.538, | |
| "eval_steps_per_second": 0.193, | |
| "eval_wer": 3.163142513323019, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 22.73, | |
| "grad_norm": 0.0006544535863213241, | |
| "learning_rate": 1.3013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 22.82, | |
| "grad_norm": 0.00028150764410384, | |
| "learning_rate": 1.268e-06, | |
| "loss": 0.0, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 22.9, | |
| "grad_norm": 0.0002222236798843369, | |
| "learning_rate": 1.2346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 22.98, | |
| "grad_norm": 0.00017937009397428483, | |
| "learning_rate": 1.2013333333333334e-06, | |
| "loss": 0.0, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 23.06, | |
| "grad_norm": 0.00022395767155103385, | |
| "learning_rate": 1.168e-06, | |
| "loss": 0.0, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 23.14, | |
| "grad_norm": 0.0005528877954930067, | |
| "learning_rate": 1.1346666666666667e-06, | |
| "loss": 0.0, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 23.22, | |
| "grad_norm": 0.00019384044571779668, | |
| "learning_rate": 1.1013333333333333e-06, | |
| "loss": 0.0, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 23.3, | |
| "grad_norm": 0.0004787093785125762, | |
| "learning_rate": 1.0680000000000002e-06, | |
| "loss": 0.0, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 23.38, | |
| "grad_norm": 0.0002817475178744644, | |
| "learning_rate": 1.0346666666666668e-06, | |
| "loss": 0.0, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 23.46, | |
| "grad_norm": 0.000205877106054686, | |
| "learning_rate": 1.0013333333333335e-06, | |
| "loss": 0.0, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 23.54, | |
| "grad_norm": 0.0002100019046338275, | |
| "learning_rate": 9.68e-07, | |
| "loss": 0.0, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 23.62, | |
| "grad_norm": 0.00047292860108427703, | |
| "learning_rate": 9.346666666666668e-07, | |
| "loss": 0.0, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 23.71, | |
| "grad_norm": 0.00027352923643775284, | |
| "learning_rate": 9.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 23.79, | |
| "grad_norm": 0.00024422837304882705, | |
| "learning_rate": 8.680000000000001e-07, | |
| "loss": 0.0, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 23.87, | |
| "grad_norm": 0.0003593063447624445, | |
| "learning_rate": 8.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 23.95, | |
| "grad_norm": 0.00028577508055604994, | |
| "learning_rate": 8.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 24.03, | |
| "grad_norm": 0.00022404512856155634, | |
| "learning_rate": 7.68e-07, | |
| "loss": 0.0, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 24.11, | |
| "grad_norm": 0.000312491727527231, | |
| "learning_rate": 7.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 24.19, | |
| "grad_norm": 0.0001654025836614892, | |
| "learning_rate": 7.013333333333335e-07, | |
| "loss": 0.0, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 24.27, | |
| "grad_norm": 0.0004445198574103415, | |
| "learning_rate": 6.68e-07, | |
| "loss": 0.0, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 24.27, | |
| "eval_loss": 0.019191982224583626, | |
| "eval_runtime": 797.2943, | |
| "eval_samples_per_second": 1.546, | |
| "eval_steps_per_second": 0.194, | |
| "eval_wer": 3.1803335052432526, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 24.35, | |
| "grad_norm": 0.00019284736481495202, | |
| "learning_rate": 6.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 24.43, | |
| "grad_norm": 0.00020476471399888396, | |
| "learning_rate": 6.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 24.51, | |
| "grad_norm": 0.0003657681227196008, | |
| "learning_rate": 5.680000000000001e-07, | |
| "loss": 0.0, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 24.6, | |
| "grad_norm": 0.00033989950316026807, | |
| "learning_rate": 5.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 24.68, | |
| "grad_norm": 0.0003244269755668938, | |
| "learning_rate": 5.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 24.76, | |
| "grad_norm": 0.0003897367278113961, | |
| "learning_rate": 4.6800000000000006e-07, | |
| "loss": 0.0, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 24.84, | |
| "grad_norm": 0.0003248370485380292, | |
| "learning_rate": 4.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 24.92, | |
| "grad_norm": 0.00026839631027542055, | |
| "learning_rate": 4.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "grad_norm": 0.0012187513057142496, | |
| "learning_rate": 3.68e-07, | |
| "loss": 0.0, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 25.08, | |
| "grad_norm": 0.0006300898385234177, | |
| "learning_rate": 3.346666666666667e-07, | |
| "loss": 0.0, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 25.16, | |
| "grad_norm": 0.0002933947544079274, | |
| "learning_rate": 3.013333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 25.24, | |
| "grad_norm": 0.00026157114189118147, | |
| "learning_rate": 2.68e-07, | |
| "loss": 0.0, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 25.32, | |
| "grad_norm": 0.0002829213335644454, | |
| "learning_rate": 2.3466666666666668e-07, | |
| "loss": 0.0, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 25.4, | |
| "grad_norm": 0.00021175014262553304, | |
| "learning_rate": 2.0133333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 25.49, | |
| "grad_norm": 0.00024275723262690008, | |
| "learning_rate": 1.68e-07, | |
| "loss": 0.0, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 25.57, | |
| "grad_norm": 0.0002537575492169708, | |
| "learning_rate": 1.3466666666666668e-07, | |
| "loss": 0.0, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 25.65, | |
| "grad_norm": 0.0002950854832306504, | |
| "learning_rate": 1.0133333333333334e-07, | |
| "loss": 0.0, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 25.73, | |
| "grad_norm": 0.0002355340839130804, | |
| "learning_rate": 6.8e-08, | |
| "loss": 0.0, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 25.81, | |
| "grad_norm": 0.00031494017457589507, | |
| "learning_rate": 3.4666666666666666e-08, | |
| "loss": 0.0, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 25.89, | |
| "grad_norm": 0.00018703413661569357, | |
| "learning_rate": 1.3333333333333335e-09, | |
| "loss": 0.0, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 25.89, | |
| "eval_loss": 0.019220387563109398, | |
| "eval_runtime": 799.5677, | |
| "eval_samples_per_second": 1.542, | |
| "eval_steps_per_second": 0.194, | |
| "eval_wer": 3.163142513323019, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 25.97, | |
| "grad_norm": 0.0001846036611823365, | |
| "learning_rate": 3.4573913043478264e-06, | |
| "loss": 0.0, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 26.05, | |
| "grad_norm": 0.0002695720177143812, | |
| "learning_rate": 3.435652173913044e-06, | |
| "loss": 0.0, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 26.13, | |
| "grad_norm": 0.0002683591446839273, | |
| "learning_rate": 3.4139130434782615e-06, | |
| "loss": 0.0, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 26.21, | |
| "grad_norm": 0.00035550855682231486, | |
| "learning_rate": 3.3921739130434782e-06, | |
| "loss": 0.0, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 26.29, | |
| "grad_norm": 0.00032984025892801583, | |
| "learning_rate": 3.370434782608696e-06, | |
| "loss": 0.0, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 26.38, | |
| "grad_norm": 0.00020441650121938437, | |
| "learning_rate": 3.3486956521739134e-06, | |
| "loss": 0.0, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 26.46, | |
| "grad_norm": 0.0003888191422447562, | |
| "learning_rate": 3.326956521739131e-06, | |
| "loss": 0.0, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 26.54, | |
| "grad_norm": 0.00029555149376392365, | |
| "learning_rate": 3.3052173913043476e-06, | |
| "loss": 0.0, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 26.62, | |
| "grad_norm": 0.0003228304849471897, | |
| "learning_rate": 3.283478260869565e-06, | |
| "loss": 0.0, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 26.7, | |
| "grad_norm": 0.00024845023290254176, | |
| "learning_rate": 3.2617391304347828e-06, | |
| "loss": 0.0, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 26.78, | |
| "grad_norm": 0.00021859569824300706, | |
| "learning_rate": 3.2400000000000003e-06, | |
| "loss": 0.0, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 26.86, | |
| "grad_norm": 0.0005411595338955522, | |
| "learning_rate": 3.218260869565218e-06, | |
| "loss": 0.0, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 26.94, | |
| "grad_norm": 0.00022630894090980291, | |
| "learning_rate": 3.196521739130435e-06, | |
| "loss": 0.0, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 27.02, | |
| "grad_norm": 0.00018071234808303416, | |
| "learning_rate": 3.174782608695652e-06, | |
| "loss": 0.0, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 27.1, | |
| "grad_norm": 0.0002543312730267644, | |
| "learning_rate": 3.1530434782608697e-06, | |
| "loss": 0.0, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 27.18, | |
| "grad_norm": 0.00024747196584939957, | |
| "learning_rate": 3.1313043478260873e-06, | |
| "loss": 0.0, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 27.27, | |
| "grad_norm": 0.0004030639829579741, | |
| "learning_rate": 3.1095652173913044e-06, | |
| "loss": 0.0, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 27.35, | |
| "grad_norm": 0.0003001134900841862, | |
| "learning_rate": 3.087826086956522e-06, | |
| "loss": 0.0, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 27.43, | |
| "grad_norm": 0.00024000635312404484, | |
| "learning_rate": 3.0660869565217395e-06, | |
| "loss": 0.0, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 27.51, | |
| "grad_norm": 0.0002641078317537904, | |
| "learning_rate": 3.0443478260869567e-06, | |
| "loss": 0.0, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 27.51, | |
| "eval_loss": 0.019592655822634697, | |
| "eval_runtime": 796.0106, | |
| "eval_samples_per_second": 1.549, | |
| "eval_steps_per_second": 0.195, | |
| "eval_wer": 3.2490974729241873, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 27.59, | |
| "grad_norm": 0.00046909687807783484, | |
| "learning_rate": 3.0226086956521743e-06, | |
| "loss": 0.0, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 27.67, | |
| "grad_norm": 0.00029794371221214533, | |
| "learning_rate": 3.0008695652173914e-06, | |
| "loss": 0.0, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 27.75, | |
| "grad_norm": 0.00040284113492816687, | |
| "learning_rate": 2.979130434782609e-06, | |
| "loss": 0.0, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 27.83, | |
| "grad_norm": 0.00018848094623535872, | |
| "learning_rate": 2.9573913043478265e-06, | |
| "loss": 0.0, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 27.91, | |
| "grad_norm": 0.00014023661788087338, | |
| "learning_rate": 2.935652173913044e-06, | |
| "loss": 0.0, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 27.99, | |
| "grad_norm": 0.0002997580450028181, | |
| "learning_rate": 2.913913043478261e-06, | |
| "loss": 0.0, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 28.07, | |
| "grad_norm": 0.0002090928319375962, | |
| "learning_rate": 2.8921739130434784e-06, | |
| "loss": 0.0, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 28.16, | |
| "grad_norm": 0.0002271802513860166, | |
| "learning_rate": 2.870434782608696e-06, | |
| "loss": 0.0, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 28.24, | |
| "grad_norm": 0.00020665275224018842, | |
| "learning_rate": 2.8486956521739135e-06, | |
| "loss": 0.0, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 28.32, | |
| "grad_norm": 0.000151711908983998, | |
| "learning_rate": 2.826956521739131e-06, | |
| "loss": 0.0, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 28.4, | |
| "grad_norm": 0.00018002108845394105, | |
| "learning_rate": 2.8052173913043478e-06, | |
| "loss": 0.0, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 28.48, | |
| "grad_norm": 0.00017080060206353664, | |
| "learning_rate": 2.7834782608695653e-06, | |
| "loss": 0.0, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 28.56, | |
| "grad_norm": 0.00011185290350113064, | |
| "learning_rate": 2.761739130434783e-06, | |
| "loss": 0.0, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 28.64, | |
| "grad_norm": 0.00017247968935407698, | |
| "learning_rate": 2.7400000000000004e-06, | |
| "loss": 0.0, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 28.72, | |
| "grad_norm": 0.0001423845678800717, | |
| "learning_rate": 2.7182608695652176e-06, | |
| "loss": 0.0, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 28.8, | |
| "grad_norm": 0.00012165143562015146, | |
| "learning_rate": 2.6965217391304347e-06, | |
| "loss": 0.0, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 28.88, | |
| "grad_norm": 0.00017706782091408968, | |
| "learning_rate": 2.6747826086956523e-06, | |
| "loss": 0.0, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 28.96, | |
| "grad_norm": 0.00015399801486637443, | |
| "learning_rate": 2.65304347826087e-06, | |
| "loss": 0.0, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 29.05, | |
| "grad_norm": 0.00011916056246263906, | |
| "learning_rate": 2.631304347826087e-06, | |
| "loss": 0.0, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 29.13, | |
| "grad_norm": 0.00012513797264546156, | |
| "learning_rate": 2.6095652173913046e-06, | |
| "loss": 0.0, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 29.13, | |
| "eval_loss": 0.019877396523952484, | |
| "eval_runtime": 789.2205, | |
| "eval_samples_per_second": 1.562, | |
| "eval_steps_per_second": 0.196, | |
| "eval_wer": 3.2490974729241873, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 29.21, | |
| "grad_norm": 0.0001386833901051432, | |
| "learning_rate": 2.587826086956522e-06, | |
| "loss": 0.0, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 29.29, | |
| "grad_norm": 0.0002729986154008657, | |
| "learning_rate": 2.5660869565217393e-06, | |
| "loss": 0.0, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 29.37, | |
| "grad_norm": 0.00016692836652509868, | |
| "learning_rate": 2.544347826086957e-06, | |
| "loss": 0.0, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 29.45, | |
| "grad_norm": 0.00012008147314190865, | |
| "learning_rate": 2.522608695652174e-06, | |
| "loss": 0.0, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 29.53, | |
| "grad_norm": 0.0001401961490046233, | |
| "learning_rate": 2.5008695652173915e-06, | |
| "loss": 0.0, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 29.61, | |
| "grad_norm": 0.0001520535151939839, | |
| "learning_rate": 2.479130434782609e-06, | |
| "loss": 0.0, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 29.69, | |
| "grad_norm": 0.00014652697427663952, | |
| "learning_rate": 2.4573913043478262e-06, | |
| "loss": 0.0, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 29.77, | |
| "grad_norm": 0.00019798542780335993, | |
| "learning_rate": 2.4356521739130438e-06, | |
| "loss": 0.0, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 29.85, | |
| "grad_norm": 0.00010751246736617759, | |
| "learning_rate": 2.413913043478261e-06, | |
| "loss": 0.0, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 29.94, | |
| "grad_norm": 0.0002326727844774723, | |
| "learning_rate": 2.3921739130434785e-06, | |
| "loss": 0.0, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 30.02, | |
| "grad_norm": 0.0002426872670184821, | |
| "learning_rate": 2.370434782608696e-06, | |
| "loss": 0.0, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 30.1, | |
| "grad_norm": 0.0001499813370173797, | |
| "learning_rate": 2.348695652173913e-06, | |
| "loss": 0.0, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 30.18, | |
| "grad_norm": 0.00013380887685343623, | |
| "learning_rate": 2.3269565217391307e-06, | |
| "loss": 0.0, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 30.26, | |
| "grad_norm": 0.00020537307136692107, | |
| "learning_rate": 2.305217391304348e-06, | |
| "loss": 0.0, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 30.34, | |
| "grad_norm": 0.00012789785978384316, | |
| "learning_rate": 2.2834782608695655e-06, | |
| "loss": 0.0, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 30.42, | |
| "grad_norm": 9.495256381342188e-05, | |
| "learning_rate": 2.2617391304347826e-06, | |
| "loss": 0.0, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 30.5, | |
| "grad_norm": 0.00011715501750586554, | |
| "learning_rate": 2.24e-06, | |
| "loss": 0.0, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 30.58, | |
| "grad_norm": 0.0001109652075683698, | |
| "learning_rate": 2.2182608695652173e-06, | |
| "loss": 0.0, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 30.66, | |
| "grad_norm": 0.0001521283556940034, | |
| "learning_rate": 2.196521739130435e-06, | |
| "loss": 0.0, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 30.74, | |
| "grad_norm": 8.459954551653937e-05, | |
| "learning_rate": 2.1747826086956524e-06, | |
| "loss": 0.0, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 30.74, | |
| "eval_loss": 0.020166443660855293, | |
| "eval_runtime": 789.9916, | |
| "eval_samples_per_second": 1.561, | |
| "eval_steps_per_second": 0.196, | |
| "eval_wer": 3.2834794567646557, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 30.83, | |
| "grad_norm": 0.00013170181773602962, | |
| "learning_rate": 2.1530434782608696e-06, | |
| "loss": 0.0, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 30.91, | |
| "grad_norm": 0.00011664188787108287, | |
| "learning_rate": 2.131304347826087e-06, | |
| "loss": 0.0, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 30.99, | |
| "grad_norm": 0.0001086597767425701, | |
| "learning_rate": 2.1095652173913047e-06, | |
| "loss": 0.0, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 31.07, | |
| "grad_norm": 9.175323066301644e-05, | |
| "learning_rate": 2.087826086956522e-06, | |
| "loss": 0.0, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 31.15, | |
| "grad_norm": 0.0001475626340834424, | |
| "learning_rate": 2.0660869565217394e-06, | |
| "loss": 0.0, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 31.23, | |
| "grad_norm": 0.00022788842034060508, | |
| "learning_rate": 2.044347826086957e-06, | |
| "loss": 0.0, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 31.31, | |
| "grad_norm": 0.00014438826474361122, | |
| "learning_rate": 2.022608695652174e-06, | |
| "loss": 0.0, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 31.39, | |
| "grad_norm": 0.0001402303169015795, | |
| "learning_rate": 2.0008695652173916e-06, | |
| "loss": 0.0, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 31.47, | |
| "grad_norm": 0.00013189137098379433, | |
| "learning_rate": 1.9791304347826088e-06, | |
| "loss": 0.0, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 31.55, | |
| "grad_norm": 0.0002211190148955211, | |
| "learning_rate": 1.9573913043478263e-06, | |
| "loss": 0.0, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 31.63, | |
| "grad_norm": 7.398930029012263e-05, | |
| "learning_rate": 1.935652173913044e-06, | |
| "loss": 0.0, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 31.72, | |
| "grad_norm": 0.00014985835878178477, | |
| "learning_rate": 1.913913043478261e-06, | |
| "loss": 0.0, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 31.8, | |
| "grad_norm": 0.00015712910681031644, | |
| "learning_rate": 1.8921739130434786e-06, | |
| "loss": 0.0, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 31.88, | |
| "grad_norm": 0.00012111233081668615, | |
| "learning_rate": 1.8704347826086958e-06, | |
| "loss": 0.0, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 31.96, | |
| "grad_norm": 0.0001239510893356055, | |
| "learning_rate": 1.8486956521739133e-06, | |
| "loss": 0.0, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 32.04, | |
| "grad_norm": 0.00010567443678155541, | |
| "learning_rate": 1.8269565217391305e-06, | |
| "loss": 0.0, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 32.12, | |
| "grad_norm": 9.18906953302212e-05, | |
| "learning_rate": 1.805217391304348e-06, | |
| "loss": 0.0, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 32.2, | |
| "grad_norm": 7.413190905936062e-05, | |
| "learning_rate": 1.7834782608695654e-06, | |
| "loss": 0.0, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 32.28, | |
| "grad_norm": 7.43623822927475e-05, | |
| "learning_rate": 1.7617391304347827e-06, | |
| "loss": 0.0, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 32.36, | |
| "grad_norm": 0.00015115566202439368, | |
| "learning_rate": 1.74e-06, | |
| "loss": 0.0, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 32.36, | |
| "eval_loss": 0.02041783183813095, | |
| "eval_runtime": 788.1335, | |
| "eval_samples_per_second": 1.564, | |
| "eval_steps_per_second": 0.197, | |
| "eval_wer": 3.2319064810039535, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 32.44, | |
| "grad_norm": 0.00013316261174622923, | |
| "learning_rate": 1.7182608695652176e-06, | |
| "loss": 0.0, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 32.52, | |
| "grad_norm": 0.000142704215249978, | |
| "learning_rate": 1.696521739130435e-06, | |
| "loss": 0.0, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 32.61, | |
| "grad_norm": 0.0001261725410586223, | |
| "learning_rate": 1.6747826086956523e-06, | |
| "loss": 0.0, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 32.69, | |
| "grad_norm": 0.00016059931658674031, | |
| "learning_rate": 1.65304347826087e-06, | |
| "loss": 0.0, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 32.77, | |
| "grad_norm": 0.00013550084258895367, | |
| "learning_rate": 1.631304347826087e-06, | |
| "loss": 0.0, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 32.85, | |
| "grad_norm": 8.947417518356815e-05, | |
| "learning_rate": 1.6095652173913046e-06, | |
| "loss": 0.0, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 32.93, | |
| "grad_norm": 8.361903019249439e-05, | |
| "learning_rate": 1.5878260869565217e-06, | |
| "loss": 0.0, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 33.01, | |
| "grad_norm": 0.00011841193190775812, | |
| "learning_rate": 1.5660869565217393e-06, | |
| "loss": 0.0, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 33.09, | |
| "grad_norm": 0.00011437163630034775, | |
| "learning_rate": 1.5443478260869567e-06, | |
| "loss": 0.0, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 33.17, | |
| "grad_norm": 0.0001065267642843537, | |
| "learning_rate": 1.522608695652174e-06, | |
| "loss": 0.0, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 33.25, | |
| "grad_norm": 0.00010684959124773741, | |
| "learning_rate": 1.5008695652173914e-06, | |
| "loss": 0.0, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 33.33, | |
| "grad_norm": 7.87422395660542e-05, | |
| "learning_rate": 1.479130434782609e-06, | |
| "loss": 0.0, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 33.41, | |
| "grad_norm": 0.00013346740161068738, | |
| "learning_rate": 1.4573913043478263e-06, | |
| "loss": 0.0, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 33.5, | |
| "grad_norm": 8.954344230005518e-05, | |
| "learning_rate": 1.4356521739130436e-06, | |
| "loss": 0.0, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 33.58, | |
| "grad_norm": 0.00015138478192966431, | |
| "learning_rate": 1.4139130434782612e-06, | |
| "loss": 0.0, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 33.66, | |
| "grad_norm": 0.00010763735917862505, | |
| "learning_rate": 1.3921739130434783e-06, | |
| "loss": 0.0, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 33.74, | |
| "grad_norm": 0.00014248549996409565, | |
| "learning_rate": 1.3704347826086959e-06, | |
| "loss": 0.0, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 33.82, | |
| "grad_norm": 9.735339699545875e-05, | |
| "learning_rate": 1.348695652173913e-06, | |
| "loss": 0.0, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 33.9, | |
| "grad_norm": 0.0001395919971400872, | |
| "learning_rate": 1.3269565217391306e-06, | |
| "loss": 0.0, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 33.98, | |
| "grad_norm": 7.965522672748193e-05, | |
| "learning_rate": 1.3052173913043477e-06, | |
| "loss": 0.0, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 33.98, | |
| "eval_loss": 0.020673181861639023, | |
| "eval_runtime": 787.8771, | |
| "eval_samples_per_second": 1.565, | |
| "eval_steps_per_second": 0.197, | |
| "eval_wer": 3.2834794567646557, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 34.06, | |
| "grad_norm": 5.796532423119061e-05, | |
| "learning_rate": 1.2834782608695653e-06, | |
| "loss": 0.0, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 34.14, | |
| "grad_norm": 0.00011847128916997463, | |
| "learning_rate": 1.2617391304347826e-06, | |
| "loss": 0.0, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 34.22, | |
| "grad_norm": 0.00010759083670563996, | |
| "learning_rate": 1.2400000000000002e-06, | |
| "loss": 0.0, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 34.3, | |
| "grad_norm": 8.88080830918625e-05, | |
| "learning_rate": 1.2182608695652175e-06, | |
| "loss": 0.0, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 34.39, | |
| "grad_norm": 0.0001434662553947419, | |
| "learning_rate": 1.196521739130435e-06, | |
| "loss": 0.0, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 34.47, | |
| "grad_norm": 0.00010111245501320809, | |
| "learning_rate": 1.1747826086956523e-06, | |
| "loss": 0.0, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 34.55, | |
| "grad_norm": 0.00010944180394290015, | |
| "learning_rate": 1.1530434782608696e-06, | |
| "loss": 0.0, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 34.63, | |
| "grad_norm": 9.52091722865589e-05, | |
| "learning_rate": 1.1313043478260872e-06, | |
| "loss": 0.0, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 34.71, | |
| "grad_norm": 9.008622146211565e-05, | |
| "learning_rate": 1.1095652173913045e-06, | |
| "loss": 0.0, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 34.79, | |
| "grad_norm": 8.872839680407196e-05, | |
| "learning_rate": 1.0878260869565219e-06, | |
| "loss": 0.0, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 34.87, | |
| "grad_norm": 9.502990724286065e-05, | |
| "learning_rate": 1.0660869565217392e-06, | |
| "loss": 0.0, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 34.95, | |
| "grad_norm": 0.00011394196189939976, | |
| "learning_rate": 1.0443478260869566e-06, | |
| "loss": 0.0, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 35.03, | |
| "grad_norm": 9.975407010642812e-05, | |
| "learning_rate": 1.022608695652174e-06, | |
| "loss": 0.0, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 35.11, | |
| "grad_norm": 8.709837857168168e-05, | |
| "learning_rate": 1.0008695652173913e-06, | |
| "loss": 0.0, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 35.19, | |
| "grad_norm": 7.526788249379024e-05, | |
| "learning_rate": 9.791304347826088e-07, | |
| "loss": 0.0, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 35.28, | |
| "grad_norm": 7.429657125612721e-05, | |
| "learning_rate": 9.573913043478262e-07, | |
| "loss": 0.0, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 35.36, | |
| "grad_norm": 8.827085548546165e-05, | |
| "learning_rate": 9.356521739130435e-07, | |
| "loss": 0.0, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 35.44, | |
| "grad_norm": 9.55950454226695e-05, | |
| "learning_rate": 9.139130434782609e-07, | |
| "loss": 0.0, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 35.52, | |
| "grad_norm": 7.405767246382311e-05, | |
| "learning_rate": 8.921739130434783e-07, | |
| "loss": 0.0, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 35.6, | |
| "grad_norm": 0.0001504940155427903, | |
| "learning_rate": 8.704347826086958e-07, | |
| "loss": 0.0, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 35.6, | |
| "eval_loss": 0.020881911739706993, | |
| "eval_runtime": 786.2062, | |
| "eval_samples_per_second": 1.568, | |
| "eval_steps_per_second": 0.197, | |
| "eval_wer": 3.266288464844422, | |
| "step": 11000 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 12000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 39, | |
| "save_steps": 1000, | |
| "total_flos": 5.06698245881856e+19, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |