elsayedissa's picture
Training in progress, step 2000
42c8e1d
raw
history blame
10.5 kB
{
"best_metric": 0.11536111854119403,
"best_model_checkpoint": "/storage/elsayedissa/whisper-large-v2-spanish/checkpoint-1000",
"epoch": 0.06942274983512096,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 4.2000000000000006e-07,
"loss": 1.425,
"step": 25
},
{
"epoch": 0.0,
"learning_rate": 9.000000000000001e-07,
"loss": 1.18,
"step": 50
},
{
"epoch": 0.0,
"learning_rate": 1.4000000000000001e-06,
"loss": 0.6706,
"step": 75
},
{
"epoch": 0.0,
"learning_rate": 1.9000000000000002e-06,
"loss": 0.3846,
"step": 100
},
{
"epoch": 0.0,
"learning_rate": 2.4000000000000003e-06,
"loss": 0.3415,
"step": 125
},
{
"epoch": 0.01,
"learning_rate": 2.9e-06,
"loss": 0.2701,
"step": 150
},
{
"epoch": 0.01,
"learning_rate": 3.4000000000000005e-06,
"loss": 0.2534,
"step": 175
},
{
"epoch": 0.01,
"learning_rate": 3.900000000000001e-06,
"loss": 0.2377,
"step": 200
},
{
"epoch": 0.01,
"learning_rate": 4.4e-06,
"loss": 0.2367,
"step": 225
},
{
"epoch": 0.01,
"learning_rate": 4.9000000000000005e-06,
"loss": 0.1987,
"step": 250
},
{
"epoch": 0.01,
"learning_rate": 5.400000000000001e-06,
"loss": 0.2365,
"step": 275
},
{
"epoch": 0.01,
"learning_rate": 5.8800000000000005e-06,
"loss": 0.2328,
"step": 300
},
{
"epoch": 0.01,
"learning_rate": 6.380000000000001e-06,
"loss": 0.1992,
"step": 325
},
{
"epoch": 0.01,
"learning_rate": 6.88e-06,
"loss": 0.2138,
"step": 350
},
{
"epoch": 0.01,
"learning_rate": 7.3800000000000005e-06,
"loss": 0.219,
"step": 375
},
{
"epoch": 0.01,
"learning_rate": 7.88e-06,
"loss": 0.2086,
"step": 400
},
{
"epoch": 0.01,
"learning_rate": 8.380000000000001e-06,
"loss": 0.2182,
"step": 425
},
{
"epoch": 0.02,
"learning_rate": 8.880000000000001e-06,
"loss": 0.21,
"step": 450
},
{
"epoch": 0.02,
"learning_rate": 9.38e-06,
"loss": 0.2165,
"step": 475
},
{
"epoch": 0.02,
"learning_rate": 9.88e-06,
"loss": 0.2307,
"step": 500
},
{
"epoch": 0.02,
"learning_rate": 9.992244897959185e-06,
"loss": 0.2169,
"step": 525
},
{
"epoch": 0.02,
"learning_rate": 9.982040816326532e-06,
"loss": 0.2375,
"step": 550
},
{
"epoch": 0.02,
"learning_rate": 9.971836734693878e-06,
"loss": 0.2158,
"step": 575
},
{
"epoch": 0.02,
"learning_rate": 9.961632653061225e-06,
"loss": 0.2362,
"step": 600
},
{
"epoch": 0.02,
"learning_rate": 9.951428571428571e-06,
"loss": 0.2265,
"step": 625
},
{
"epoch": 0.02,
"learning_rate": 9.941224489795919e-06,
"loss": 0.2065,
"step": 650
},
{
"epoch": 0.02,
"learning_rate": 9.931020408163266e-06,
"loss": 0.2364,
"step": 675
},
{
"epoch": 0.02,
"learning_rate": 9.920816326530614e-06,
"loss": 0.1974,
"step": 700
},
{
"epoch": 0.03,
"learning_rate": 9.91061224489796e-06,
"loss": 0.2173,
"step": 725
},
{
"epoch": 0.03,
"learning_rate": 9.900408163265307e-06,
"loss": 0.1917,
"step": 750
},
{
"epoch": 0.03,
"learning_rate": 9.890204081632654e-06,
"loss": 0.2203,
"step": 775
},
{
"epoch": 0.03,
"learning_rate": 9.88e-06,
"loss": 0.214,
"step": 800
},
{
"epoch": 0.03,
"learning_rate": 9.869795918367348e-06,
"loss": 0.2452,
"step": 825
},
{
"epoch": 0.03,
"learning_rate": 9.859591836734694e-06,
"loss": 0.249,
"step": 850
},
{
"epoch": 0.03,
"learning_rate": 9.849387755102041e-06,
"loss": 0.2131,
"step": 875
},
{
"epoch": 0.03,
"learning_rate": 9.839183673469389e-06,
"loss": 0.2062,
"step": 900
},
{
"epoch": 0.03,
"learning_rate": 9.828979591836736e-06,
"loss": 0.2128,
"step": 925
},
{
"epoch": 0.03,
"learning_rate": 9.818775510204083e-06,
"loss": 0.2102,
"step": 950
},
{
"epoch": 0.03,
"learning_rate": 9.80857142857143e-06,
"loss": 0.1897,
"step": 975
},
{
"epoch": 0.03,
"learning_rate": 9.798367346938777e-06,
"loss": 0.1908,
"step": 1000
},
{
"epoch": 0.03,
"eval_loss": 0.22345003485679626,
"eval_runtime": 31171.8717,
"eval_samples_per_second": 0.996,
"eval_steps_per_second": 0.062,
"eval_wer": 0.11536111854119403,
"step": 1000
},
{
"epoch": 0.04,
"learning_rate": 9.788163265306123e-06,
"loss": 0.2357,
"step": 1025
},
{
"epoch": 0.04,
"learning_rate": 9.77795918367347e-06,
"loss": 0.1857,
"step": 1050
},
{
"epoch": 0.04,
"learning_rate": 9.767755102040818e-06,
"loss": 0.2053,
"step": 1075
},
{
"epoch": 0.04,
"learning_rate": 9.757551020408163e-06,
"loss": 0.1809,
"step": 1100
},
{
"epoch": 0.04,
"learning_rate": 9.74734693877551e-06,
"loss": 0.2423,
"step": 1125
},
{
"epoch": 0.04,
"learning_rate": 9.737142857142858e-06,
"loss": 0.2082,
"step": 1150
},
{
"epoch": 0.04,
"learning_rate": 9.726938775510206e-06,
"loss": 0.2195,
"step": 1175
},
{
"epoch": 0.04,
"learning_rate": 9.716734693877552e-06,
"loss": 0.2152,
"step": 1200
},
{
"epoch": 0.04,
"learning_rate": 9.706530612244899e-06,
"loss": 0.2174,
"step": 1225
},
{
"epoch": 0.04,
"learning_rate": 9.696326530612245e-06,
"loss": 0.2078,
"step": 1250
},
{
"epoch": 0.04,
"learning_rate": 9.686122448979592e-06,
"loss": 0.2472,
"step": 1275
},
{
"epoch": 0.05,
"learning_rate": 9.67591836734694e-06,
"loss": 0.1914,
"step": 1300
},
{
"epoch": 0.05,
"learning_rate": 9.665714285714286e-06,
"loss": 0.2179,
"step": 1325
},
{
"epoch": 0.05,
"learning_rate": 9.655510204081635e-06,
"loss": 0.2018,
"step": 1350
},
{
"epoch": 0.05,
"learning_rate": 9.64530612244898e-06,
"loss": 0.2004,
"step": 1375
},
{
"epoch": 0.05,
"learning_rate": 9.635102040816328e-06,
"loss": 0.2058,
"step": 1400
},
{
"epoch": 0.05,
"learning_rate": 9.624897959183674e-06,
"loss": 0.2167,
"step": 1425
},
{
"epoch": 0.05,
"learning_rate": 9.614693877551021e-06,
"loss": 0.1683,
"step": 1450
},
{
"epoch": 0.05,
"learning_rate": 9.604489795918369e-06,
"loss": 0.177,
"step": 1475
},
{
"epoch": 0.05,
"learning_rate": 9.594285714285715e-06,
"loss": 0.1716,
"step": 1500
},
{
"epoch": 0.05,
"learning_rate": 9.584081632653062e-06,
"loss": 0.245,
"step": 1525
},
{
"epoch": 0.05,
"learning_rate": 9.573877551020408e-06,
"loss": 0.1928,
"step": 1550
},
{
"epoch": 0.05,
"learning_rate": 9.563673469387757e-06,
"loss": 0.2055,
"step": 1575
},
{
"epoch": 0.06,
"learning_rate": 9.553469387755103e-06,
"loss": 0.2019,
"step": 1600
},
{
"epoch": 0.06,
"learning_rate": 9.54326530612245e-06,
"loss": 0.2102,
"step": 1625
},
{
"epoch": 0.06,
"learning_rate": 9.533061224489796e-06,
"loss": 0.2043,
"step": 1650
},
{
"epoch": 0.06,
"learning_rate": 9.522857142857144e-06,
"loss": 0.2076,
"step": 1675
},
{
"epoch": 0.06,
"learning_rate": 9.512653061224491e-06,
"loss": 0.1988,
"step": 1700
},
{
"epoch": 0.06,
"learning_rate": 9.502448979591837e-06,
"loss": 0.2055,
"step": 1725
},
{
"epoch": 0.06,
"learning_rate": 9.492244897959184e-06,
"loss": 0.1982,
"step": 1750
},
{
"epoch": 0.06,
"learning_rate": 9.48204081632653e-06,
"loss": 0.2156,
"step": 1775
},
{
"epoch": 0.06,
"learning_rate": 9.47183673469388e-06,
"loss": 0.18,
"step": 1800
},
{
"epoch": 0.06,
"learning_rate": 9.461632653061225e-06,
"loss": 0.1985,
"step": 1825
},
{
"epoch": 0.06,
"learning_rate": 9.451428571428573e-06,
"loss": 0.2107,
"step": 1850
},
{
"epoch": 0.07,
"learning_rate": 9.44122448979592e-06,
"loss": 0.2168,
"step": 1875
},
{
"epoch": 0.07,
"learning_rate": 9.431020408163266e-06,
"loss": 0.2024,
"step": 1900
},
{
"epoch": 0.07,
"learning_rate": 9.420816326530613e-06,
"loss": 0.2318,
"step": 1925
},
{
"epoch": 0.07,
"learning_rate": 9.41061224489796e-06,
"loss": 0.1885,
"step": 1950
},
{
"epoch": 0.07,
"learning_rate": 9.400408163265307e-06,
"loss": 0.1939,
"step": 1975
},
{
"epoch": 0.07,
"learning_rate": 9.390204081632654e-06,
"loss": 0.1888,
"step": 2000
},
{
"epoch": 0.07,
"eval_loss": 0.21315988898277283,
"eval_runtime": 31190.3149,
"eval_samples_per_second": 0.995,
"eval_steps_per_second": 0.062,
"eval_wer": 0.11313539592435184,
"step": 2000
}
],
"max_steps": 25000,
"num_train_epochs": 1,
"total_flos": 6.79414726656e+19,
"trial_name": null,
"trial_params": null
}