boumehdi's picture
Upload 13 files
b948b7b
raw
history blame
21.8 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 49.9989417989418,
"global_step": 5900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.85,
"learning_rate": 0.0003,
"loss": 0.0549,
"step": 100
},
{
"epoch": 0.85,
"eval_loss": 0.3047053813934326,
"eval_runtime": 213.654,
"eval_samples_per_second": 15.778,
"eval_steps_per_second": 1.975,
"eval_wer": 0.26644545348701826,
"step": 100
},
{
"epoch": 1.69,
"learning_rate": 0.00029974554707379135,
"loss": 0.0916,
"step": 200
},
{
"epoch": 1.69,
"eval_loss": 0.3038010597229004,
"eval_runtime": 151.8957,
"eval_samples_per_second": 22.193,
"eval_steps_per_second": 2.778,
"eval_wer": 0.26597974152986376,
"step": 200
},
{
"epoch": 2.54,
"learning_rate": 0.00029949109414758267,
"loss": 0.0917,
"step": 300
},
{
"epoch": 2.54,
"eval_loss": 0.31602439284324646,
"eval_runtime": 152.2031,
"eval_samples_per_second": 22.148,
"eval_steps_per_second": 2.773,
"eval_wer": 0.28134823611596227,
"step": 300
},
{
"epoch": 3.39,
"learning_rate": 0.00029923664122137405,
"loss": 0.0968,
"step": 400
},
{
"epoch": 3.39,
"eval_loss": 0.34380972385406494,
"eval_runtime": 153.4688,
"eval_samples_per_second": 21.965,
"eval_steps_per_second": 2.75,
"eval_wer": 0.2737222028175573,
"step": 400
},
{
"epoch": 4.24,
"learning_rate": 0.00029898218829516537,
"loss": 0.0977,
"step": 500
},
{
"epoch": 4.24,
"eval_loss": 0.36153408885002136,
"eval_runtime": 166.8287,
"eval_samples_per_second": 20.206,
"eval_steps_per_second": 2.53,
"eval_wer": 0.2702875771335429,
"step": 500
},
{
"epoch": 5.08,
"learning_rate": 0.00029872773536895674,
"loss": 0.0916,
"step": 600
},
{
"epoch": 5.08,
"eval_loss": 0.3286847770214081,
"eval_runtime": 171.9341,
"eval_samples_per_second": 19.606,
"eval_steps_per_second": 2.454,
"eval_wer": 0.2669693794388171,
"step": 600
},
{
"epoch": 5.93,
"learning_rate": 0.00029847328244274806,
"loss": 0.0943,
"step": 700
},
{
"epoch": 5.93,
"eval_loss": 0.3330075442790985,
"eval_runtime": 152.0172,
"eval_samples_per_second": 22.175,
"eval_steps_per_second": 2.776,
"eval_wer": 0.2651647456048434,
"step": 700
},
{
"epoch": 6.78,
"learning_rate": 0.0002982213740458015,
"loss": 0.0959,
"step": 800
},
{
"epoch": 6.78,
"eval_loss": 0.3155308663845062,
"eval_runtime": 176.3551,
"eval_samples_per_second": 19.115,
"eval_steps_per_second": 2.393,
"eval_wer": 0.2723250669460938,
"step": 800
},
{
"epoch": 7.63,
"learning_rate": 0.00029796692111959286,
"loss": 0.0953,
"step": 900
},
{
"epoch": 7.63,
"eval_loss": 0.3184454143047333,
"eval_runtime": 179.411,
"eval_samples_per_second": 18.789,
"eval_steps_per_second": 2.352,
"eval_wer": 0.25940156013505644,
"step": 900
},
{
"epoch": 8.47,
"learning_rate": 0.0002977124681933842,
"loss": 0.0989,
"step": 1000
},
{
"epoch": 8.47,
"eval_loss": 0.3282919228076935,
"eval_runtime": 177.9041,
"eval_samples_per_second": 18.948,
"eval_steps_per_second": 2.372,
"eval_wer": 0.28070788217487486,
"step": 1000
},
{
"epoch": 9.32,
"learning_rate": 0.00029745801526717556,
"loss": 0.0962,
"step": 1100
},
{
"epoch": 9.32,
"eval_loss": 0.3113383948802948,
"eval_runtime": 183.182,
"eval_samples_per_second": 18.402,
"eval_steps_per_second": 2.304,
"eval_wer": 0.2656886715566422,
"step": 1100
},
{
"epoch": 10.17,
"learning_rate": 0.0002972035623409669,
"loss": 0.0911,
"step": 1200
},
{
"epoch": 10.17,
"eval_loss": 0.31265875697135925,
"eval_runtime": 178.4394,
"eval_samples_per_second": 18.892,
"eval_steps_per_second": 2.365,
"eval_wer": 0.2594597741297008,
"step": 1200
},
{
"epoch": 11.02,
"learning_rate": 0.00029694910941475825,
"loss": 0.093,
"step": 1300
},
{
"epoch": 11.02,
"eval_loss": 0.33750081062316895,
"eval_runtime": 185.9856,
"eval_samples_per_second": 18.125,
"eval_steps_per_second": 2.269,
"eval_wer": 0.2635347537548027,
"step": 1300
},
{
"epoch": 11.86,
"learning_rate": 0.0002966946564885496,
"loss": 0.0908,
"step": 1400
},
{
"epoch": 11.86,
"eval_loss": 0.31224948167800903,
"eval_runtime": 182.1874,
"eval_samples_per_second": 18.503,
"eval_steps_per_second": 2.316,
"eval_wer": 0.2616136919315403,
"step": 1400
},
{
"epoch": 12.71,
"learning_rate": 0.00029644020356234095,
"loss": 0.1039,
"step": 1500
},
{
"epoch": 12.71,
"eval_loss": 0.33441564440727234,
"eval_runtime": 187.7233,
"eval_samples_per_second": 17.957,
"eval_steps_per_second": 2.248,
"eval_wer": 0.2726161369193154,
"step": 1500
},
{
"epoch": 13.56,
"learning_rate": 0.00029618575063613227,
"loss": 0.0921,
"step": 1600
},
{
"epoch": 13.56,
"eval_loss": 0.3115340769290924,
"eval_runtime": 189.6708,
"eval_samples_per_second": 17.773,
"eval_steps_per_second": 2.225,
"eval_wer": 0.26859937128885786,
"step": 1600
},
{
"epoch": 14.41,
"learning_rate": 0.00029593129770992364,
"loss": 0.0995,
"step": 1700
},
{
"epoch": 14.41,
"eval_loss": 0.3103960156440735,
"eval_runtime": 183.1481,
"eval_samples_per_second": 18.406,
"eval_steps_per_second": 2.304,
"eval_wer": 0.2650483176155548,
"step": 1700
},
{
"epoch": 15.25,
"learning_rate": 0.00029567684478371497,
"loss": 0.1027,
"step": 1800
},
{
"epoch": 15.25,
"eval_loss": 0.33657944202423096,
"eval_runtime": 185.2922,
"eval_samples_per_second": 18.193,
"eval_steps_per_second": 2.277,
"eval_wer": 0.28891605541972293,
"step": 1800
},
{
"epoch": 16.1,
"learning_rate": 0.00029542239185750634,
"loss": 0.1001,
"step": 1900
},
{
"epoch": 16.1,
"eval_loss": 0.32664933800697327,
"eval_runtime": 182.6597,
"eval_samples_per_second": 18.455,
"eval_steps_per_second": 2.31,
"eval_wer": 0.2692979392245896,
"step": 1900
},
{
"epoch": 16.95,
"learning_rate": 0.0002951679389312977,
"loss": 0.0955,
"step": 2000
},
{
"epoch": 16.95,
"eval_loss": 0.32146599888801575,
"eval_runtime": 175.25,
"eval_samples_per_second": 19.235,
"eval_steps_per_second": 2.408,
"eval_wer": 0.25986727209221094,
"step": 2000
},
{
"epoch": 17.8,
"learning_rate": 0.00029491348600508904,
"loss": 0.0872,
"step": 2100
},
{
"epoch": 17.8,
"eval_loss": 0.31995928287506104,
"eval_runtime": 168.2812,
"eval_samples_per_second": 20.032,
"eval_steps_per_second": 2.508,
"eval_wer": 0.2623704738619164,
"step": 2100
},
{
"epoch": 18.64,
"learning_rate": 0.0002946590330788804,
"loss": 0.0919,
"step": 2200
},
{
"epoch": 18.64,
"eval_loss": 0.3285907208919525,
"eval_runtime": 176.4154,
"eval_samples_per_second": 19.108,
"eval_steps_per_second": 2.392,
"eval_wer": 0.26405867970660146,
"step": 2200
},
{
"epoch": 19.49,
"learning_rate": 0.00029440458015267173,
"loss": 0.0953,
"step": 2300
},
{
"epoch": 19.49,
"eval_loss": 0.35332390666007996,
"eval_runtime": 173.8594,
"eval_samples_per_second": 19.389,
"eval_steps_per_second": 2.427,
"eval_wer": 0.2674350913959716,
"step": 2300
},
{
"epoch": 20.34,
"learning_rate": 0.0002941501272264631,
"loss": 0.0923,
"step": 2400
},
{
"epoch": 20.34,
"eval_loss": 0.30950167775154114,
"eval_runtime": 173.4531,
"eval_samples_per_second": 19.435,
"eval_steps_per_second": 2.433,
"eval_wer": 0.2600419140761439,
"step": 2400
},
{
"epoch": 21.19,
"learning_rate": 0.00029389567430025443,
"loss": 0.0961,
"step": 2500
},
{
"epoch": 21.19,
"eval_loss": 0.3377102315425873,
"eval_runtime": 183.4219,
"eval_samples_per_second": 18.378,
"eval_steps_per_second": 2.301,
"eval_wer": 0.255210152520666,
"step": 2500
},
{
"epoch": 22.03,
"learning_rate": 0.00029364122137404575,
"loss": 0.0919,
"step": 2600
},
{
"epoch": 22.03,
"eval_loss": 0.3226545751094818,
"eval_runtime": 183.0312,
"eval_samples_per_second": 18.418,
"eval_steps_per_second": 2.306,
"eval_wer": 0.2614390499476074,
"step": 2600
},
{
"epoch": 22.88,
"learning_rate": 0.00029338676844783713,
"loss": 0.0859,
"step": 2700
},
{
"epoch": 22.88,
"eval_loss": 0.30848973989486694,
"eval_runtime": 176.2969,
"eval_samples_per_second": 19.121,
"eval_steps_per_second": 2.394,
"eval_wer": 0.25416230061706835,
"step": 2700
},
{
"epoch": 23.73,
"learning_rate": 0.00029313231552162845,
"loss": 0.0915,
"step": 2800
},
{
"epoch": 23.73,
"eval_loss": 0.3403824269771576,
"eval_runtime": 172.6719,
"eval_samples_per_second": 19.523,
"eval_steps_per_second": 2.444,
"eval_wer": 0.2610315519850972,
"step": 2800
},
{
"epoch": 24.58,
"learning_rate": 0.00029288040712468187,
"loss": 0.0917,
"step": 2900
},
{
"epoch": 24.58,
"eval_loss": 0.2996799647808075,
"eval_runtime": 178.4531,
"eval_samples_per_second": 18.89,
"eval_steps_per_second": 2.365,
"eval_wer": 0.2529980207241821,
"step": 2900
},
{
"epoch": 25.42,
"learning_rate": 0.00029262595419847324,
"loss": 0.0967,
"step": 3000
},
{
"epoch": 25.42,
"eval_loss": 0.3144609332084656,
"eval_runtime": 177.4531,
"eval_samples_per_second": 18.997,
"eval_steps_per_second": 2.378,
"eval_wer": 0.25555943648853185,
"step": 3000
},
{
"epoch": 26.27,
"learning_rate": 0.0002923715012722646,
"loss": 0.0973,
"step": 3100
},
{
"epoch": 26.27,
"eval_loss": 0.3294685482978821,
"eval_runtime": 178.7969,
"eval_samples_per_second": 18.854,
"eval_steps_per_second": 2.36,
"eval_wer": 0.25940156013505644,
"step": 3100
},
{
"epoch": 27.12,
"learning_rate": 0.00029211704834605594,
"loss": 0.0932,
"step": 3200
},
{
"epoch": 27.12,
"eval_loss": 0.3125886023044586,
"eval_runtime": 168.7969,
"eval_samples_per_second": 19.971,
"eval_steps_per_second": 2.5,
"eval_wer": 0.25684014437070674,
"step": 3200
},
{
"epoch": 27.97,
"learning_rate": 0.0002918625954198473,
"loss": 0.0945,
"step": 3300
},
{
"epoch": 27.97,
"eval_loss": 0.3468785583972931,
"eval_runtime": 179.6094,
"eval_samples_per_second": 18.769,
"eval_steps_per_second": 2.35,
"eval_wer": 0.2523576667830947,
"step": 3300
},
{
"epoch": 28.81,
"learning_rate": 0.00029160814249363864,
"loss": 0.0852,
"step": 3400
},
{
"epoch": 28.81,
"eval_loss": 0.31798404455184937,
"eval_runtime": 173.2031,
"eval_samples_per_second": 19.463,
"eval_steps_per_second": 2.436,
"eval_wer": 0.254104086622424,
"step": 3400
},
{
"epoch": 29.66,
"learning_rate": 0.00029135368956743,
"loss": 0.0866,
"step": 3500
},
{
"epoch": 29.66,
"eval_loss": 0.31360727548599243,
"eval_runtime": 167.4063,
"eval_samples_per_second": 20.137,
"eval_steps_per_second": 2.521,
"eval_wer": 0.255210152520666,
"step": 3500
},
{
"epoch": 30.51,
"learning_rate": 0.00029109923664122133,
"loss": 0.0844,
"step": 3600
},
{
"epoch": 30.51,
"eval_loss": 0.33361586928367615,
"eval_runtime": 166.3125,
"eval_samples_per_second": 20.269,
"eval_steps_per_second": 2.537,
"eval_wer": 0.2660379555245081,
"step": 3600
},
{
"epoch": 31.36,
"learning_rate": 0.0002908447837150127,
"loss": 0.0847,
"step": 3700
},
{
"epoch": 31.36,
"eval_loss": 0.31821873784065247,
"eval_runtime": 178.8437,
"eval_samples_per_second": 18.849,
"eval_steps_per_second": 2.36,
"eval_wer": 0.2507858889276982,
"step": 3700
},
{
"epoch": 32.2,
"learning_rate": 0.0002905903307888041,
"loss": 0.0885,
"step": 3800
},
{
"epoch": 32.2,
"eval_loss": 0.32577720284461975,
"eval_runtime": 175.0625,
"eval_samples_per_second": 19.256,
"eval_steps_per_second": 2.411,
"eval_wer": 0.2674933053906159,
"step": 3800
},
{
"epoch": 33.05,
"learning_rate": 0.0002903358778625954,
"loss": 0.0855,
"step": 3900
},
{
"epoch": 33.05,
"eval_loss": 0.31836631894111633,
"eval_runtime": 169.0469,
"eval_samples_per_second": 19.941,
"eval_steps_per_second": 2.496,
"eval_wer": 0.25375480265455813,
"step": 3900
},
{
"epoch": 33.9,
"learning_rate": 0.0002900814249363867,
"loss": 0.0813,
"step": 4000
},
{
"epoch": 33.9,
"eval_loss": 0.30345430970191956,
"eval_runtime": 175.0938,
"eval_samples_per_second": 19.253,
"eval_steps_per_second": 2.41,
"eval_wer": 0.2506112469437653,
"step": 4000
},
{
"epoch": 34.74,
"learning_rate": 0.0002898269720101781,
"loss": 0.0822,
"step": 4100
},
{
"epoch": 34.74,
"eval_loss": 0.3159136176109314,
"eval_runtime": 174.1406,
"eval_samples_per_second": 19.358,
"eval_steps_per_second": 2.423,
"eval_wer": 0.2572476423332169,
"step": 4100
},
{
"epoch": 35.59,
"learning_rate": 0.0002895725190839694,
"loss": 0.0849,
"step": 4200
},
{
"epoch": 35.59,
"eval_loss": 0.2940651774406433,
"eval_runtime": 173.233,
"eval_samples_per_second": 19.459,
"eval_steps_per_second": 2.436,
"eval_wer": 0.2512516008848527,
"step": 4200
},
{
"epoch": 36.44,
"learning_rate": 0.0002893180661577608,
"loss": 0.0885,
"step": 4300
},
{
"epoch": 36.44,
"eval_loss": 0.32734107971191406,
"eval_runtime": 193.9206,
"eval_samples_per_second": 17.383,
"eval_steps_per_second": 2.176,
"eval_wer": 0.26423332169053443,
"step": 4300
},
{
"epoch": 37.29,
"learning_rate": 0.0002890636132315521,
"loss": 0.0866,
"step": 4400
},
{
"epoch": 37.29,
"eval_loss": 0.33303678035736084,
"eval_runtime": 197.0429,
"eval_samples_per_second": 17.108,
"eval_steps_per_second": 2.142,
"eval_wer": 0.255966934451042,
"step": 4400
},
{
"epoch": 38.14,
"learning_rate": 0.0002888091603053435,
"loss": 0.0841,
"step": 4500
},
{
"epoch": 38.14,
"eval_loss": 0.32818496227264404,
"eval_runtime": 192.3874,
"eval_samples_per_second": 17.522,
"eval_steps_per_second": 2.193,
"eval_wer": 0.24997089300267786,
"step": 4500
},
{
"epoch": 38.98,
"learning_rate": 0.0002885547073791348,
"loss": 0.0848,
"step": 4600
},
{
"epoch": 38.98,
"eval_loss": 0.32277733087539673,
"eval_runtime": 188.7845,
"eval_samples_per_second": 17.856,
"eval_steps_per_second": 2.235,
"eval_wer": 0.2605658400279427,
"step": 4600
},
{
"epoch": 39.83,
"learning_rate": 0.0002883002544529262,
"loss": 0.0752,
"step": 4700
},
{
"epoch": 39.83,
"eval_loss": 0.3181003928184509,
"eval_runtime": 190.576,
"eval_samples_per_second": 17.688,
"eval_steps_per_second": 2.214,
"eval_wer": 0.2516008848527186,
"step": 4700
},
{
"epoch": 40.68,
"learning_rate": 0.0002880458015267175,
"loss": 0.0827,
"step": 4800
},
{
"epoch": 40.68,
"eval_loss": 0.3244548439979553,
"eval_runtime": 196.2976,
"eval_samples_per_second": 17.173,
"eval_steps_per_second": 2.15,
"eval_wer": 0.2487483991151473,
"step": 4800
},
{
"epoch": 41.52,
"learning_rate": 0.0002877913486005089,
"loss": 0.0765,
"step": 4900
},
{
"epoch": 41.52,
"eval_loss": 0.31394141912460327,
"eval_runtime": 194.1554,
"eval_samples_per_second": 17.362,
"eval_steps_per_second": 2.174,
"eval_wer": 0.24508091745255559,
"step": 4900
},
{
"epoch": 42.37,
"learning_rate": 0.0002875368956743002,
"loss": 0.0777,
"step": 5000
},
{
"epoch": 42.37,
"eval_loss": 0.3149695098400116,
"eval_runtime": 192.9814,
"eval_samples_per_second": 17.468,
"eval_steps_per_second": 2.187,
"eval_wer": 0.24508091745255559,
"step": 5000
},
{
"epoch": 43.22,
"learning_rate": 0.0002872824427480916,
"loss": 0.0804,
"step": 5100
},
{
"epoch": 43.22,
"eval_loss": 0.3207753598690033,
"eval_runtime": 190.3397,
"eval_samples_per_second": 17.71,
"eval_steps_per_second": 2.217,
"eval_wer": 0.25381301664920247,
"step": 5100
},
{
"epoch": 44.07,
"learning_rate": 0.000287030534351145,
"loss": 0.0838,
"step": 5200
},
{
"epoch": 44.07,
"eval_loss": 0.3102128505706787,
"eval_runtime": 175.1719,
"eval_samples_per_second": 19.244,
"eval_steps_per_second": 2.409,
"eval_wer": 0.24845732914192573,
"step": 5200
},
{
"epoch": 44.91,
"learning_rate": 0.0002867760814249364,
"loss": 0.0731,
"step": 5300
},
{
"epoch": 44.91,
"eval_loss": 0.29943132400512695,
"eval_runtime": 173.7343,
"eval_samples_per_second": 19.403,
"eval_steps_per_second": 2.429,
"eval_wer": 0.24449877750611246,
"step": 5300
},
{
"epoch": 45.76,
"learning_rate": 0.0002865216284987277,
"loss": 0.0736,
"step": 5400
},
{
"epoch": 45.76,
"eval_loss": 0.3185470998287201,
"eval_runtime": 174.5938,
"eval_samples_per_second": 19.308,
"eval_steps_per_second": 2.417,
"eval_wer": 0.2591687041564792,
"step": 5400
},
{
"epoch": 46.61,
"learning_rate": 0.0002862671755725191,
"loss": 0.0795,
"step": 5500
},
{
"epoch": 46.61,
"eval_loss": 0.3023243546485901,
"eval_runtime": 174.2188,
"eval_samples_per_second": 19.349,
"eval_steps_per_second": 2.422,
"eval_wer": 0.24583769938293165,
"step": 5500
},
{
"epoch": 47.46,
"learning_rate": 0.0002860127226463104,
"loss": 0.0753,
"step": 5600
},
{
"epoch": 47.46,
"eval_loss": 0.32648247480392456,
"eval_runtime": 179.8281,
"eval_samples_per_second": 18.746,
"eval_steps_per_second": 2.347,
"eval_wer": 0.2464780533240191,
"step": 5600
},
{
"epoch": 48.3,
"learning_rate": 0.0002857582697201018,
"loss": 0.0716,
"step": 5700
},
{
"epoch": 48.3,
"eval_loss": 0.3370068073272705,
"eval_runtime": 190.9301,
"eval_samples_per_second": 17.656,
"eval_steps_per_second": 2.21,
"eval_wer": 0.24903946908836885,
"step": 5700
},
{
"epoch": 49.15,
"learning_rate": 0.0002855038167938931,
"loss": 0.074,
"step": 5800
},
{
"epoch": 49.15,
"eval_loss": 0.299947589635849,
"eval_runtime": 192.7259,
"eval_samples_per_second": 17.491,
"eval_steps_per_second": 2.19,
"eval_wer": 0.2431598556292933,
"step": 5800
},
{
"epoch": 50.0,
"learning_rate": 0.00028524936386768447,
"loss": 0.0678,
"step": 5900
},
{
"epoch": 50.0,
"eval_loss": 0.32643795013427734,
"eval_runtime": 195.0205,
"eval_samples_per_second": 17.285,
"eval_steps_per_second": 2.164,
"eval_wer": 0.2549190825474444,
"step": 5900
}
],
"max_steps": 118000,
"num_train_epochs": 1000,
"total_flos": 1.3321101567847278e+20,
"trial_name": null,
"trial_params": null
}