whisper-large-sme / trainer_state.json
versae's picture
End of training
6dfd0f2
Raw
History Blame
311 kB
{
"best_metric": 24.914285714285715,
"best_model_checkpoint": "./checkpoint-51000",
"epoch": 1.0000166666666668,
"global_step": 60001,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.4e-07,
"loss": 4.5376,
"step": 25
},
{
"epoch": 2.0,
"learning_rate": 8.8e-07,
"loss": 3.8397,
"step": 50
},
{
"epoch": 4.0,
"learning_rate": 1.3800000000000001e-06,
"loss": 2.7952,
"step": 75
},
{
"epoch": 5.0,
"learning_rate": 1.8800000000000002e-06,
"loss": 2.1357,
"step": 100
},
{
"epoch": 7.0,
"learning_rate": 2.38e-06,
"loss": 1.6674,
"step": 125
},
{
"epoch": 8.0,
"learning_rate": 2.88e-06,
"loss": 1.3925,
"step": 150
},
{
"epoch": 10.0,
"learning_rate": 3.3800000000000007e-06,
"loss": 1.1533,
"step": 175
},
{
"epoch": 11.0,
"learning_rate": 3.88e-06,
"loss": 0.957,
"step": 200
},
{
"epoch": 13.0,
"learning_rate": 4.38e-06,
"loss": 0.8493,
"step": 225
},
{
"epoch": 14.0,
"learning_rate": 4.880000000000001e-06,
"loss": 0.8259,
"step": 250
},
{
"epoch": 16.0,
"learning_rate": 5.380000000000001e-06,
"loss": 0.7435,
"step": 275
},
{
"epoch": 17.0,
"learning_rate": 5.8800000000000005e-06,
"loss": 0.7692,
"step": 300
},
{
"epoch": 19.0,
"learning_rate": 6.380000000000001e-06,
"loss": 0.7232,
"step": 325
},
{
"epoch": 20.0,
"learning_rate": 6.88e-06,
"loss": 0.7097,
"step": 350
},
{
"epoch": 22.0,
"learning_rate": 7.3800000000000005e-06,
"loss": 0.6814,
"step": 375
},
{
"epoch": 23.0,
"learning_rate": 7.88e-06,
"loss": 0.6832,
"step": 400
},
{
"epoch": 24.0,
"learning_rate": 8.380000000000001e-06,
"loss": 0.5935,
"step": 425
},
{
"epoch": 26.0,
"learning_rate": 8.880000000000001e-06,
"loss": 0.6328,
"step": 450
},
{
"epoch": 27.0,
"learning_rate": 9.38e-06,
"loss": 0.5815,
"step": 475
},
{
"epoch": 29.0,
"learning_rate": 9.88e-06,
"loss": 0.5843,
"step": 500
},
{
"epoch": 30.0,
"learning_rate": 9.998090452261307e-06,
"loss": 0.5647,
"step": 525
},
{
"epoch": 32.0,
"learning_rate": 9.995577889447236e-06,
"loss": 0.5265,
"step": 550
},
{
"epoch": 33.0,
"learning_rate": 9.993065326633167e-06,
"loss": 0.5325,
"step": 575
},
{
"epoch": 35.0,
"learning_rate": 9.990552763819096e-06,
"loss": 0.538,
"step": 600
},
{
"epoch": 36.0,
"learning_rate": 9.988040201005026e-06,
"loss": 0.5602,
"step": 625
},
{
"epoch": 38.0,
"learning_rate": 9.985527638190957e-06,
"loss": 0.452,
"step": 650
},
{
"epoch": 39.0,
"learning_rate": 9.983015075376884e-06,
"loss": 0.5076,
"step": 675
},
{
"epoch": 41.0,
"learning_rate": 9.980502512562815e-06,
"loss": 0.4914,
"step": 700
},
{
"epoch": 42.0,
"learning_rate": 9.977989949748745e-06,
"loss": 0.4673,
"step": 725
},
{
"epoch": 44.0,
"learning_rate": 9.975477386934674e-06,
"loss": 0.4592,
"step": 750
},
{
"epoch": 45.0,
"learning_rate": 9.972964824120603e-06,
"loss": 0.4522,
"step": 775
},
{
"epoch": 47.0,
"learning_rate": 9.970452261306533e-06,
"loss": 0.4662,
"step": 800
},
{
"epoch": 48.0,
"learning_rate": 9.967939698492464e-06,
"loss": 0.4188,
"step": 825
},
{
"epoch": 49.0,
"learning_rate": 9.965427135678393e-06,
"loss": 0.4918,
"step": 850
},
{
"epoch": 51.0,
"learning_rate": 9.962914572864322e-06,
"loss": 0.47,
"step": 875
},
{
"epoch": 52.0,
"learning_rate": 9.960402010050252e-06,
"loss": 0.4264,
"step": 900
},
{
"epoch": 54.0,
"learning_rate": 9.957889447236183e-06,
"loss": 0.4124,
"step": 925
},
{
"epoch": 55.0,
"learning_rate": 9.95537688442211e-06,
"loss": 0.4518,
"step": 950
},
{
"epoch": 57.0,
"learning_rate": 9.952864321608041e-06,
"loss": 0.3216,
"step": 975
},
{
"epoch": 58.0,
"learning_rate": 9.95035175879397e-06,
"loss": 0.4665,
"step": 1000
},
{
"epoch": 58.0,
"eval_loss": 0.8571563959121704,
"eval_runtime": 165.1074,
"eval_samples_per_second": 0.606,
"eval_steps_per_second": 0.103,
"eval_wer": 54.51428571428571,
"step": 1000
},
{
"epoch": 60.0,
"learning_rate": 9.9478391959799e-06,
"loss": 0.3487,
"step": 1025
},
{
"epoch": 61.0,
"learning_rate": 9.945326633165831e-06,
"loss": 0.3766,
"step": 1050
},
{
"epoch": 63.0,
"learning_rate": 9.942814070351759e-06,
"loss": 0.37,
"step": 1075
},
{
"epoch": 64.0,
"learning_rate": 9.94030150753769e-06,
"loss": 0.4059,
"step": 1100
},
{
"epoch": 66.0,
"learning_rate": 9.937788944723619e-06,
"loss": 0.3836,
"step": 1125
},
{
"epoch": 67.0,
"learning_rate": 9.935276381909548e-06,
"loss": 0.3833,
"step": 1150
},
{
"epoch": 69.0,
"learning_rate": 9.932763819095478e-06,
"loss": 0.3921,
"step": 1175
},
{
"epoch": 70.0,
"learning_rate": 9.930251256281409e-06,
"loss": 0.3567,
"step": 1200
},
{
"epoch": 72.0,
"learning_rate": 9.927738693467336e-06,
"loss": 0.3847,
"step": 1225
},
{
"epoch": 73.0,
"learning_rate": 9.925226130653267e-06,
"loss": 0.3763,
"step": 1250
},
{
"epoch": 74.0,
"learning_rate": 9.922713567839197e-06,
"loss": 0.3587,
"step": 1275
},
{
"epoch": 76.0,
"learning_rate": 9.920201005025126e-06,
"loss": 0.3617,
"step": 1300
},
{
"epoch": 77.0,
"learning_rate": 9.917688442211057e-06,
"loss": 0.4359,
"step": 1325
},
{
"epoch": 79.0,
"learning_rate": 9.915175879396985e-06,
"loss": 0.3303,
"step": 1350
},
{
"epoch": 80.0,
"learning_rate": 9.912663316582916e-06,
"loss": 0.3663,
"step": 1375
},
{
"epoch": 82.0,
"learning_rate": 9.910150753768845e-06,
"loss": 0.3584,
"step": 1400
},
{
"epoch": 83.0,
"learning_rate": 9.907638190954774e-06,
"loss": 0.3259,
"step": 1425
},
{
"epoch": 85.0,
"learning_rate": 9.905125628140704e-06,
"loss": 0.3477,
"step": 1450
},
{
"epoch": 86.0,
"learning_rate": 9.902613065326635e-06,
"loss": 0.3291,
"step": 1475
},
{
"epoch": 88.0,
"learning_rate": 9.900100502512564e-06,
"loss": 0.3484,
"step": 1500
},
{
"epoch": 89.0,
"learning_rate": 9.897587939698493e-06,
"loss": 0.3507,
"step": 1525
},
{
"epoch": 91.0,
"learning_rate": 9.895075376884423e-06,
"loss": 0.3338,
"step": 1550
},
{
"epoch": 92.0,
"learning_rate": 9.892562814070352e-06,
"loss": 0.3212,
"step": 1575
},
{
"epoch": 94.0,
"learning_rate": 9.890050251256283e-06,
"loss": 0.3328,
"step": 1600
},
{
"epoch": 95.0,
"learning_rate": 9.88753768844221e-06,
"loss": 0.3458,
"step": 1625
},
{
"epoch": 97.0,
"learning_rate": 9.885025125628142e-06,
"loss": 0.3244,
"step": 1650
},
{
"epoch": 98.0,
"learning_rate": 9.882512562814071e-06,
"loss": 0.3031,
"step": 1675
},
{
"epoch": 99.0,
"learning_rate": 9.88e-06,
"loss": 0.2855,
"step": 1700
},
{
"epoch": 101.0,
"learning_rate": 9.877487437185931e-06,
"loss": 0.3053,
"step": 1725
},
{
"epoch": 102.0,
"learning_rate": 9.87497487437186e-06,
"loss": 0.2852,
"step": 1750
},
{
"epoch": 104.0,
"learning_rate": 9.87246231155779e-06,
"loss": 0.3005,
"step": 1775
},
{
"epoch": 105.0,
"learning_rate": 9.86994974874372e-06,
"loss": 0.2694,
"step": 1800
},
{
"epoch": 107.0,
"learning_rate": 9.867437185929649e-06,
"loss": 0.3108,
"step": 1825
},
{
"epoch": 108.0,
"learning_rate": 9.864924623115578e-06,
"loss": 0.3181,
"step": 1850
},
{
"epoch": 110.0,
"learning_rate": 9.862412060301509e-06,
"loss": 0.3041,
"step": 1875
},
{
"epoch": 111.0,
"learning_rate": 9.859899497487438e-06,
"loss": 0.2771,
"step": 1900
},
{
"epoch": 113.0,
"learning_rate": 9.857386934673368e-06,
"loss": 0.2606,
"step": 1925
},
{
"epoch": 114.0,
"learning_rate": 9.854874371859297e-06,
"loss": 0.2855,
"step": 1950
},
{
"epoch": 116.0,
"learning_rate": 9.852361809045226e-06,
"loss": 0.3042,
"step": 1975
},
{
"epoch": 117.0,
"learning_rate": 9.849849246231157e-06,
"loss": 0.3041,
"step": 2000
},
{
"epoch": 117.0,
"eval_loss": 0.6711387038230896,
"eval_runtime": 164.9213,
"eval_samples_per_second": 0.606,
"eval_steps_per_second": 0.103,
"eval_wer": 44.114285714285714,
"step": 2000
},
{
"epoch": 119.0,
"learning_rate": 9.847336683417087e-06,
"loss": 0.2787,
"step": 2025
},
{
"epoch": 120.0,
"learning_rate": 9.844824120603016e-06,
"loss": 0.2585,
"step": 2050
},
{
"epoch": 122.0,
"learning_rate": 9.842311557788945e-06,
"loss": 0.2888,
"step": 2075
},
{
"epoch": 123.0,
"learning_rate": 9.839798994974875e-06,
"loss": 0.3042,
"step": 2100
},
{
"epoch": 124.0,
"learning_rate": 9.837286432160806e-06,
"loss": 0.3037,
"step": 2125
},
{
"epoch": 126.0,
"learning_rate": 9.834773869346735e-06,
"loss": 0.2795,
"step": 2150
},
{
"epoch": 127.0,
"learning_rate": 9.832361809045226e-06,
"loss": 0.2827,
"step": 2175
},
{
"epoch": 129.0,
"learning_rate": 9.829849246231157e-06,
"loss": 0.2673,
"step": 2200
},
{
"epoch": 130.0,
"learning_rate": 9.827336683417085e-06,
"loss": 0.2674,
"step": 2225
},
{
"epoch": 132.0,
"learning_rate": 9.824824120603016e-06,
"loss": 0.3057,
"step": 2250
},
{
"epoch": 133.0,
"learning_rate": 9.822311557788945e-06,
"loss": 0.2774,
"step": 2275
},
{
"epoch": 135.0,
"learning_rate": 9.819798994974875e-06,
"loss": 0.2836,
"step": 2300
},
{
"epoch": 136.0,
"learning_rate": 9.817286432160806e-06,
"loss": 0.2923,
"step": 2325
},
{
"epoch": 138.0,
"learning_rate": 9.814773869346735e-06,
"loss": 0.281,
"step": 2350
},
{
"epoch": 139.0,
"learning_rate": 9.812261306532664e-06,
"loss": 0.2471,
"step": 2375
},
{
"epoch": 141.0,
"learning_rate": 9.809748743718594e-06,
"loss": 0.2123,
"step": 2400
},
{
"epoch": 142.0,
"learning_rate": 9.807236180904523e-06,
"loss": 0.2544,
"step": 2425
},
{
"epoch": 144.0,
"learning_rate": 9.804723618090452e-06,
"loss": 0.2513,
"step": 2450
},
{
"epoch": 145.0,
"learning_rate": 9.802211055276383e-06,
"loss": 0.2633,
"step": 2475
},
{
"epoch": 147.0,
"learning_rate": 9.799698492462313e-06,
"loss": 0.2559,
"step": 2500
},
{
"epoch": 148.0,
"learning_rate": 9.797185929648242e-06,
"loss": 0.2665,
"step": 2525
},
{
"epoch": 149.0,
"learning_rate": 9.794673366834171e-06,
"loss": 0.2696,
"step": 2550
},
{
"epoch": 151.0,
"learning_rate": 9.7921608040201e-06,
"loss": 0.2586,
"step": 2575
},
{
"epoch": 152.0,
"learning_rate": 9.789648241206032e-06,
"loss": 0.2739,
"step": 2600
},
{
"epoch": 154.0,
"learning_rate": 9.787135678391961e-06,
"loss": 0.2554,
"step": 2625
},
{
"epoch": 155.0,
"learning_rate": 9.78462311557789e-06,
"loss": 0.2633,
"step": 2650
},
{
"epoch": 157.0,
"learning_rate": 9.78211055276382e-06,
"loss": 0.2505,
"step": 2675
},
{
"epoch": 158.0,
"learning_rate": 9.779597989949749e-06,
"loss": 0.2233,
"step": 2700
},
{
"epoch": 160.0,
"learning_rate": 9.77708542713568e-06,
"loss": 0.2772,
"step": 2725
},
{
"epoch": 161.0,
"learning_rate": 9.77457286432161e-06,
"loss": 0.2636,
"step": 2750
},
{
"epoch": 163.0,
"learning_rate": 9.772060301507539e-06,
"loss": 0.2542,
"step": 2775
},
{
"epoch": 164.0,
"learning_rate": 9.769547738693468e-06,
"loss": 0.2581,
"step": 2800
},
{
"epoch": 166.0,
"learning_rate": 9.767035175879397e-06,
"loss": 0.2424,
"step": 2825
},
{
"epoch": 167.0,
"learning_rate": 9.764522613065327e-06,
"loss": 0.2132,
"step": 2850
},
{
"epoch": 169.0,
"learning_rate": 9.762010050251258e-06,
"loss": 0.2484,
"step": 2875
},
{
"epoch": 170.0,
"learning_rate": 9.759497487437187e-06,
"loss": 0.2725,
"step": 2900
},
{
"epoch": 172.0,
"learning_rate": 9.756984924623116e-06,
"loss": 0.2332,
"step": 2925
},
{
"epoch": 173.0,
"learning_rate": 9.754472361809047e-06,
"loss": 0.2406,
"step": 2950
},
{
"epoch": 174.0,
"learning_rate": 9.751959798994975e-06,
"loss": 0.2219,
"step": 2975
},
{
"epoch": 176.0,
"learning_rate": 9.749447236180906e-06,
"loss": 0.2671,
"step": 3000
},
{
"epoch": 176.0,
"eval_loss": 0.5794399380683899,
"eval_runtime": 162.3092,
"eval_samples_per_second": 0.616,
"eval_steps_per_second": 0.105,
"eval_wer": 39.77142857142857,
"step": 3000
},
{
"epoch": 177.0,
"learning_rate": 9.746934673366835e-06,
"loss": 0.226,
"step": 3025
},
{
"epoch": 179.0,
"learning_rate": 9.744422110552765e-06,
"loss": 0.2177,
"step": 3050
},
{
"epoch": 180.0,
"learning_rate": 9.741909547738694e-06,
"loss": 0.2655,
"step": 3075
},
{
"epoch": 182.0,
"learning_rate": 9.739396984924623e-06,
"loss": 0.2247,
"step": 3100
},
{
"epoch": 183.0,
"learning_rate": 9.736884422110554e-06,
"loss": 0.2196,
"step": 3125
},
{
"epoch": 185.0,
"learning_rate": 9.734371859296484e-06,
"loss": 0.2217,
"step": 3150
},
{
"epoch": 186.0,
"learning_rate": 9.731859296482413e-06,
"loss": 0.2382,
"step": 3175
},
{
"epoch": 188.0,
"learning_rate": 9.729346733668342e-06,
"loss": 0.2313,
"step": 3200
},
{
"epoch": 189.0,
"learning_rate": 9.726834170854273e-06,
"loss": 0.2327,
"step": 3225
},
{
"epoch": 191.0,
"learning_rate": 9.724321608040201e-06,
"loss": 0.2413,
"step": 3250
},
{
"epoch": 192.0,
"learning_rate": 9.721809045226132e-06,
"loss": 0.2128,
"step": 3275
},
{
"epoch": 194.0,
"learning_rate": 9.719296482412061e-06,
"loss": 0.2211,
"step": 3300
},
{
"epoch": 195.0,
"learning_rate": 9.71678391959799e-06,
"loss": 0.249,
"step": 3325
},
{
"epoch": 197.0,
"learning_rate": 9.714271356783922e-06,
"loss": 0.2273,
"step": 3350
},
{
"epoch": 198.0,
"learning_rate": 9.71175879396985e-06,
"loss": 0.2484,
"step": 3375
},
{
"epoch": 199.0,
"learning_rate": 9.70924623115578e-06,
"loss": 0.2278,
"step": 3400
},
{
"epoch": 201.0,
"learning_rate": 9.70673366834171e-06,
"loss": 0.2113,
"step": 3425
},
{
"epoch": 202.0,
"learning_rate": 9.704221105527639e-06,
"loss": 0.2757,
"step": 3450
},
{
"epoch": 204.0,
"learning_rate": 9.701708542713568e-06,
"loss": 0.2353,
"step": 3475
},
{
"epoch": 205.0,
"learning_rate": 9.6991959798995e-06,
"loss": 0.2114,
"step": 3500
},
{
"epoch": 207.0,
"learning_rate": 9.696683417085427e-06,
"loss": 0.2331,
"step": 3525
},
{
"epoch": 208.0,
"learning_rate": 9.694170854271358e-06,
"loss": 0.2456,
"step": 3550
},
{
"epoch": 210.0,
"learning_rate": 9.691658291457287e-06,
"loss": 0.1981,
"step": 3575
},
{
"epoch": 211.0,
"learning_rate": 9.689145728643216e-06,
"loss": 0.21,
"step": 3600
},
{
"epoch": 213.0,
"learning_rate": 9.686633165829147e-06,
"loss": 0.1837,
"step": 3625
},
{
"epoch": 214.0,
"learning_rate": 9.684120603015075e-06,
"loss": 0.2097,
"step": 3650
},
{
"epoch": 216.0,
"learning_rate": 9.681608040201006e-06,
"loss": 0.2427,
"step": 3675
},
{
"epoch": 217.0,
"learning_rate": 9.679095477386935e-06,
"loss": 0.232,
"step": 3700
},
{
"epoch": 219.0,
"learning_rate": 9.676582914572865e-06,
"loss": 0.197,
"step": 3725
},
{
"epoch": 220.0,
"learning_rate": 9.674070351758796e-06,
"loss": 0.2129,
"step": 3750
},
{
"epoch": 222.0,
"learning_rate": 9.671557788944725e-06,
"loss": 0.2091,
"step": 3775
},
{
"epoch": 223.0,
"learning_rate": 9.669045226130654e-06,
"loss": 0.2113,
"step": 3800
},
{
"epoch": 224.0,
"learning_rate": 9.666532663316584e-06,
"loss": 0.2063,
"step": 3825
},
{
"epoch": 226.0,
"learning_rate": 9.664020100502513e-06,
"loss": 0.1989,
"step": 3850
},
{
"epoch": 227.0,
"learning_rate": 9.661507537688442e-06,
"loss": 0.2254,
"step": 3875
},
{
"epoch": 229.0,
"learning_rate": 9.658994974874373e-06,
"loss": 0.2313,
"step": 3900
},
{
"epoch": 230.0,
"learning_rate": 9.656482412060301e-06,
"loss": 0.2248,
"step": 3925
},
{
"epoch": 232.0,
"learning_rate": 9.653969849246232e-06,
"loss": 0.2086,
"step": 3950
},
{
"epoch": 233.0,
"learning_rate": 9.651457286432161e-06,
"loss": 0.203,
"step": 3975
},
{
"epoch": 235.0,
"learning_rate": 9.64894472361809e-06,
"loss": 0.1761,
"step": 4000
},
{
"epoch": 235.0,
"eval_loss": 0.535667359828949,
"eval_runtime": 210.1723,
"eval_samples_per_second": 0.476,
"eval_steps_per_second": 0.081,
"eval_wer": 35.08571428571429,
"step": 4000
},
{
"epoch": 236.0,
"learning_rate": 9.646432160804022e-06,
"loss": 0.232,
"step": 4025
},
{
"epoch": 238.0,
"learning_rate": 9.643919597989951e-06,
"loss": 0.1995,
"step": 4050
},
{
"epoch": 239.0,
"learning_rate": 9.64140703517588e-06,
"loss": 0.2043,
"step": 4075
},
{
"epoch": 241.0,
"learning_rate": 9.63889447236181e-06,
"loss": 0.2277,
"step": 4100
},
{
"epoch": 242.0,
"learning_rate": 9.636381909547739e-06,
"loss": 0.1835,
"step": 4125
},
{
"epoch": 244.0,
"learning_rate": 9.633869346733668e-06,
"loss": 0.2138,
"step": 4150
},
{
"epoch": 245.0,
"learning_rate": 9.6313567839196e-06,
"loss": 0.1873,
"step": 4175
},
{
"epoch": 247.0,
"learning_rate": 9.628844221105529e-06,
"loss": 0.1617,
"step": 4200
},
{
"epoch": 248.0,
"learning_rate": 9.626331658291458e-06,
"loss": 0.2099,
"step": 4225
},
{
"epoch": 249.0,
"learning_rate": 9.623819095477387e-06,
"loss": 0.1922,
"step": 4250
},
{
"epoch": 251.0,
"learning_rate": 9.621306532663317e-06,
"loss": 0.1679,
"step": 4275
},
{
"epoch": 252.0,
"learning_rate": 9.618793969849248e-06,
"loss": 0.2071,
"step": 4300
},
{
"epoch": 254.0,
"learning_rate": 9.616281407035177e-06,
"loss": 0.1833,
"step": 4325
},
{
"epoch": 255.0,
"learning_rate": 9.613768844221106e-06,
"loss": 0.174,
"step": 4350
},
{
"epoch": 257.0,
"learning_rate": 9.611256281407036e-06,
"loss": 0.2016,
"step": 4375
},
{
"epoch": 258.0,
"learning_rate": 9.608743718592965e-06,
"loss": 0.1913,
"step": 4400
},
{
"epoch": 260.0,
"learning_rate": 9.606231155778896e-06,
"loss": 0.1856,
"step": 4425
},
{
"epoch": 261.0,
"learning_rate": 9.603718592964825e-06,
"loss": 0.163,
"step": 4450
},
{
"epoch": 263.0,
"learning_rate": 9.601206030150755e-06,
"loss": 0.1832,
"step": 4475
},
{
"epoch": 264.0,
"learning_rate": 9.598693467336684e-06,
"loss": 0.1713,
"step": 4500
},
{
"epoch": 266.0,
"learning_rate": 9.596180904522613e-06,
"loss": 0.1764,
"step": 4525
},
{
"epoch": 267.0,
"learning_rate": 9.593668341708543e-06,
"loss": 0.2293,
"step": 4550
},
{
"epoch": 269.0,
"learning_rate": 9.591155778894474e-06,
"loss": 0.1771,
"step": 4575
},
{
"epoch": 270.0,
"learning_rate": 9.588643216080403e-06,
"loss": 0.1905,
"step": 4600
},
{
"epoch": 272.0,
"learning_rate": 9.586130653266332e-06,
"loss": 0.2026,
"step": 4625
},
{
"epoch": 273.0,
"learning_rate": 9.583618090452262e-06,
"loss": 0.2088,
"step": 4650
},
{
"epoch": 274.0,
"learning_rate": 9.581105527638191e-06,
"loss": 0.1932,
"step": 4675
},
{
"epoch": 276.0,
"learning_rate": 9.578592964824122e-06,
"loss": 0.1722,
"step": 4700
},
{
"epoch": 277.0,
"learning_rate": 9.576080402010051e-06,
"loss": 0.1677,
"step": 4725
},
{
"epoch": 279.0,
"learning_rate": 9.57356783919598e-06,
"loss": 0.1804,
"step": 4750
},
{
"epoch": 280.0,
"learning_rate": 9.57105527638191e-06,
"loss": 0.1818,
"step": 4775
},
{
"epoch": 282.0,
"learning_rate": 9.56854271356784e-06,
"loss": 0.1565,
"step": 4800
},
{
"epoch": 283.0,
"learning_rate": 9.56603015075377e-06,
"loss": 0.1874,
"step": 4825
},
{
"epoch": 285.0,
"learning_rate": 9.5635175879397e-06,
"loss": 0.1459,
"step": 4850
},
{
"epoch": 286.0,
"learning_rate": 9.561005025125629e-06,
"loss": 0.1823,
"step": 4875
},
{
"epoch": 288.0,
"learning_rate": 9.558492462311558e-06,
"loss": 0.1869,
"step": 4900
},
{
"epoch": 289.0,
"learning_rate": 9.555979899497488e-06,
"loss": 0.2153,
"step": 4925
},
{
"epoch": 291.0,
"learning_rate": 9.553467336683417e-06,
"loss": 0.1732,
"step": 4950
},
{
"epoch": 292.0,
"learning_rate": 9.550954773869348e-06,
"loss": 0.198,
"step": 4975
},
{
"epoch": 294.0,
"learning_rate": 9.548442211055277e-06,
"loss": 0.2089,
"step": 5000
},
{
"epoch": 294.0,
"eval_loss": 0.5094332695007324,
"eval_runtime": 162.9376,
"eval_samples_per_second": 0.614,
"eval_steps_per_second": 0.104,
"eval_wer": 33.6,
"step": 5000
},
{
"epoch": 295.0,
"learning_rate": 9.545929648241207e-06,
"loss": 0.1648,
"step": 5025
},
{
"epoch": 297.0,
"learning_rate": 9.543417085427138e-06,
"loss": 0.1626,
"step": 5050
},
{
"epoch": 298.0,
"learning_rate": 9.540904522613065e-06,
"loss": 0.1386,
"step": 5075
},
{
"epoch": 299.0,
"learning_rate": 9.538391959798996e-06,
"loss": 0.1748,
"step": 5100
},
{
"epoch": 301.0,
"learning_rate": 9.535879396984926e-06,
"loss": 0.1662,
"step": 5125
},
{
"epoch": 302.0,
"learning_rate": 9.533366834170855e-06,
"loss": 0.1414,
"step": 5150
},
{
"epoch": 304.0,
"learning_rate": 9.530854271356784e-06,
"loss": 0.1734,
"step": 5175
},
{
"epoch": 305.0,
"learning_rate": 9.528341708542715e-06,
"loss": 0.1716,
"step": 5200
},
{
"epoch": 307.0,
"learning_rate": 9.525829145728645e-06,
"loss": 0.1866,
"step": 5225
},
{
"epoch": 308.0,
"learning_rate": 9.523316582914574e-06,
"loss": 0.2092,
"step": 5250
},
{
"epoch": 310.0,
"learning_rate": 9.520804020100503e-06,
"loss": 0.1768,
"step": 5275
},
{
"epoch": 311.0,
"learning_rate": 9.518291457286432e-06,
"loss": 0.1907,
"step": 5300
},
{
"epoch": 313.0,
"learning_rate": 9.515778894472363e-06,
"loss": 0.1788,
"step": 5325
},
{
"epoch": 314.0,
"learning_rate": 9.513266331658291e-06,
"loss": 0.1621,
"step": 5350
},
{
"epoch": 316.0,
"learning_rate": 9.510753768844222e-06,
"loss": 0.1605,
"step": 5375
},
{
"epoch": 317.0,
"learning_rate": 9.508241206030151e-06,
"loss": 0.1547,
"step": 5400
},
{
"epoch": 319.0,
"learning_rate": 9.50572864321608e-06,
"loss": 0.1641,
"step": 5425
},
{
"epoch": 320.0,
"learning_rate": 9.503216080402012e-06,
"loss": 0.1775,
"step": 5450
},
{
"epoch": 322.0,
"learning_rate": 9.500703517587941e-06,
"loss": 0.1588,
"step": 5475
},
{
"epoch": 323.0,
"learning_rate": 9.49819095477387e-06,
"loss": 0.1776,
"step": 5500
},
{
"epoch": 324.0,
"learning_rate": 9.4956783919598e-06,
"loss": 0.1506,
"step": 5525
},
{
"epoch": 326.0,
"learning_rate": 9.493165829145729e-06,
"loss": 0.178,
"step": 5550
},
{
"epoch": 327.0,
"learning_rate": 9.490653266331658e-06,
"loss": 0.189,
"step": 5575
},
{
"epoch": 329.0,
"learning_rate": 9.48814070351759e-06,
"loss": 0.1408,
"step": 5600
},
{
"epoch": 330.0,
"learning_rate": 9.485628140703519e-06,
"loss": 0.1475,
"step": 5625
},
{
"epoch": 332.0,
"learning_rate": 9.483115577889448e-06,
"loss": 0.1762,
"step": 5650
},
{
"epoch": 333.0,
"learning_rate": 9.480603015075377e-06,
"loss": 0.1409,
"step": 5675
},
{
"epoch": 335.0,
"learning_rate": 9.478090452261307e-06,
"loss": 0.1727,
"step": 5700
},
{
"epoch": 336.0,
"learning_rate": 9.475577889447238e-06,
"loss": 0.1595,
"step": 5725
},
{
"epoch": 338.0,
"learning_rate": 9.473065326633167e-06,
"loss": 0.1666,
"step": 5750
},
{
"epoch": 339.0,
"learning_rate": 9.470552763819096e-06,
"loss": 0.1483,
"step": 5775
},
{
"epoch": 341.0,
"learning_rate": 9.468040201005026e-06,
"loss": 0.1597,
"step": 5800
},
{
"epoch": 342.0,
"learning_rate": 9.465527638190955e-06,
"loss": 0.1763,
"step": 5825
},
{
"epoch": 344.0,
"learning_rate": 9.463015075376886e-06,
"loss": 0.1624,
"step": 5850
},
{
"epoch": 345.0,
"learning_rate": 9.460502512562815e-06,
"loss": 0.1477,
"step": 5875
},
{
"epoch": 347.0,
"learning_rate": 9.457989949748745e-06,
"loss": 0.1095,
"step": 5900
},
{
"epoch": 348.0,
"learning_rate": 9.455477386934674e-06,
"loss": 0.1632,
"step": 5925
},
{
"epoch": 349.0,
"learning_rate": 9.452964824120603e-06,
"loss": 0.1747,
"step": 5950
},
{
"epoch": 351.0,
"learning_rate": 9.450452261306533e-06,
"loss": 0.1417,
"step": 5975
},
{
"epoch": 352.0,
"learning_rate": 9.447939698492464e-06,
"loss": 0.1456,
"step": 6000
},
{
"epoch": 352.0,
"eval_loss": 0.4958537220954895,
"eval_runtime": 163.3441,
"eval_samples_per_second": 0.612,
"eval_steps_per_second": 0.104,
"eval_wer": 33.02857142857143,
"step": 6000
},
{
"epoch": 354.0,
"learning_rate": 9.445427135678393e-06,
"loss": 0.1644,
"step": 6025
},
{
"epoch": 355.0,
"learning_rate": 9.442914572864322e-06,
"loss": 0.1792,
"step": 6050
},
{
"epoch": 357.0,
"learning_rate": 9.440402010050252e-06,
"loss": 0.1406,
"step": 6075
},
{
"epoch": 358.0,
"learning_rate": 9.437889447236181e-06,
"loss": 0.1586,
"step": 6100
},
{
"epoch": 360.0,
"learning_rate": 9.435376884422112e-06,
"loss": 0.142,
"step": 6125
},
{
"epoch": 361.0,
"learning_rate": 9.432864321608041e-06,
"loss": 0.1502,
"step": 6150
},
{
"epoch": 363.0,
"learning_rate": 9.43035175879397e-06,
"loss": 0.1421,
"step": 6175
},
{
"epoch": 364.0,
"learning_rate": 9.4278391959799e-06,
"loss": 0.1626,
"step": 6200
},
{
"epoch": 366.0,
"learning_rate": 9.42532663316583e-06,
"loss": 0.1291,
"step": 6225
},
{
"epoch": 367.0,
"learning_rate": 9.42281407035176e-06,
"loss": 0.1466,
"step": 6250
},
{
"epoch": 369.0,
"learning_rate": 9.42030150753769e-06,
"loss": 0.1397,
"step": 6275
},
{
"epoch": 370.0,
"learning_rate": 9.417788944723619e-06,
"loss": 0.1323,
"step": 6300
},
{
"epoch": 372.0,
"learning_rate": 9.415276381909548e-06,
"loss": 0.1334,
"step": 6325
},
{
"epoch": 373.0,
"learning_rate": 9.412763819095478e-06,
"loss": 0.122,
"step": 6350
},
{
"epoch": 374.0,
"learning_rate": 9.410251256281407e-06,
"loss": 0.1424,
"step": 6375
},
{
"epoch": 376.0,
"learning_rate": 9.407738693467338e-06,
"loss": 0.1362,
"step": 6400
},
{
"epoch": 377.0,
"learning_rate": 9.405226130653267e-06,
"loss": 0.1511,
"step": 6425
},
{
"epoch": 379.0,
"learning_rate": 9.402713567839197e-06,
"loss": 0.1558,
"step": 6450
},
{
"epoch": 380.0,
"learning_rate": 9.400201005025128e-06,
"loss": 0.1388,
"step": 6475
},
{
"epoch": 382.0,
"learning_rate": 9.397688442211055e-06,
"loss": 0.1663,
"step": 6500
},
{
"epoch": 383.0,
"learning_rate": 9.395175879396986e-06,
"loss": 0.1546,
"step": 6525
},
{
"epoch": 385.0,
"learning_rate": 9.392663316582916e-06,
"loss": 0.133,
"step": 6550
},
{
"epoch": 386.0,
"learning_rate": 9.390150753768845e-06,
"loss": 0.1339,
"step": 6575
},
{
"epoch": 388.0,
"learning_rate": 9.387638190954774e-06,
"loss": 0.1449,
"step": 6600
},
{
"epoch": 389.0,
"learning_rate": 9.385125628140704e-06,
"loss": 0.1602,
"step": 6625
},
{
"epoch": 391.0,
"learning_rate": 9.382613065326633e-06,
"loss": 0.1502,
"step": 6650
},
{
"epoch": 392.0,
"learning_rate": 9.380100502512564e-06,
"loss": 0.1215,
"step": 6675
},
{
"epoch": 394.0,
"learning_rate": 9.377587939698493e-06,
"loss": 0.1449,
"step": 6700
},
{
"epoch": 395.0,
"learning_rate": 9.375075376884423e-06,
"loss": 0.1323,
"step": 6725
},
{
"epoch": 397.0,
"learning_rate": 9.372562814070354e-06,
"loss": 0.1268,
"step": 6750
},
{
"epoch": 398.0,
"learning_rate": 9.370050251256281e-06,
"loss": 0.1407,
"step": 6775
},
{
"epoch": 399.0,
"learning_rate": 9.367537688442212e-06,
"loss": 0.1526,
"step": 6800
},
{
"epoch": 401.0,
"learning_rate": 9.365025125628142e-06,
"loss": 0.1348,
"step": 6825
},
{
"epoch": 402.0,
"learning_rate": 9.36251256281407e-06,
"loss": 0.1204,
"step": 6850
},
{
"epoch": 404.0,
"learning_rate": 9.360000000000002e-06,
"loss": 0.178,
"step": 6875
},
{
"epoch": 405.0,
"learning_rate": 9.35748743718593e-06,
"loss": 0.1453,
"step": 6900
},
{
"epoch": 407.0,
"learning_rate": 9.35497487437186e-06,
"loss": 0.1491,
"step": 6925
},
{
"epoch": 408.0,
"learning_rate": 9.35246231155779e-06,
"loss": 0.1152,
"step": 6950
},
{
"epoch": 410.0,
"learning_rate": 9.34994974874372e-06,
"loss": 0.1186,
"step": 6975
},
{
"epoch": 411.0,
"learning_rate": 9.347437185929648e-06,
"loss": 0.1514,
"step": 7000
},
{
"epoch": 411.0,
"eval_loss": 0.48641833662986755,
"eval_runtime": 160.6543,
"eval_samples_per_second": 0.622,
"eval_steps_per_second": 0.106,
"eval_wer": 32.57142857142858,
"step": 7000
},
{
"epoch": 413.0,
"learning_rate": 9.34492462311558e-06,
"loss": 0.1398,
"step": 7025
},
{
"epoch": 414.0,
"learning_rate": 9.342412060301507e-06,
"loss": 0.1329,
"step": 7050
},
{
"epoch": 416.0,
"learning_rate": 9.339899497487438e-06,
"loss": 0.143,
"step": 7075
},
{
"epoch": 417.0,
"learning_rate": 9.337386934673367e-06,
"loss": 0.1271,
"step": 7100
},
{
"epoch": 419.0,
"learning_rate": 9.334874371859297e-06,
"loss": 0.1312,
"step": 7125
},
{
"epoch": 420.0,
"learning_rate": 9.332361809045228e-06,
"loss": 0.1321,
"step": 7150
},
{
"epoch": 422.0,
"learning_rate": 9.329849246231157e-06,
"loss": 0.1194,
"step": 7175
},
{
"epoch": 423.0,
"learning_rate": 9.327336683417086e-06,
"loss": 0.1436,
"step": 7200
},
{
"epoch": 424.0,
"learning_rate": 9.324824120603016e-06,
"loss": 0.133,
"step": 7225
},
{
"epoch": 426.0,
"learning_rate": 9.322311557788945e-06,
"loss": 0.1231,
"step": 7250
},
{
"epoch": 427.0,
"learning_rate": 9.319798994974874e-06,
"loss": 0.1253,
"step": 7275
},
{
"epoch": 429.0,
"learning_rate": 9.317286432160805e-06,
"loss": 0.118,
"step": 7300
},
{
"epoch": 430.0,
"learning_rate": 9.314773869346735e-06,
"loss": 0.1344,
"step": 7325
},
{
"epoch": 432.0,
"learning_rate": 9.312261306532664e-06,
"loss": 0.1462,
"step": 7350
},
{
"epoch": 433.0,
"learning_rate": 9.309748743718593e-06,
"loss": 0.1295,
"step": 7375
},
{
"epoch": 435.0,
"learning_rate": 9.307236180904523e-06,
"loss": 0.1222,
"step": 7400
},
{
"epoch": 436.0,
"learning_rate": 9.304723618090454e-06,
"loss": 0.1082,
"step": 7425
},
{
"epoch": 438.0,
"learning_rate": 9.302211055276383e-06,
"loss": 0.1268,
"step": 7450
},
{
"epoch": 439.0,
"learning_rate": 9.299698492462312e-06,
"loss": 0.1284,
"step": 7475
},
{
"epoch": 441.0,
"learning_rate": 9.297185929648242e-06,
"loss": 0.1198,
"step": 7500
},
{
"epoch": 442.0,
"learning_rate": 9.294673366834171e-06,
"loss": 0.1407,
"step": 7525
},
{
"epoch": 444.0,
"learning_rate": 9.292160804020102e-06,
"loss": 0.1041,
"step": 7550
},
{
"epoch": 445.0,
"learning_rate": 9.289648241206031e-06,
"loss": 0.1377,
"step": 7575
},
{
"epoch": 447.0,
"learning_rate": 9.28713567839196e-06,
"loss": 0.1112,
"step": 7600
},
{
"epoch": 448.0,
"learning_rate": 9.28462311557789e-06,
"loss": 0.1255,
"step": 7625
},
{
"epoch": 449.0,
"learning_rate": 9.28211055276382e-06,
"loss": 0.1217,
"step": 7650
},
{
"epoch": 451.0,
"learning_rate": 9.279597989949749e-06,
"loss": 0.123,
"step": 7675
},
{
"epoch": 452.0,
"learning_rate": 9.27708542713568e-06,
"loss": 0.1138,
"step": 7700
},
{
"epoch": 454.0,
"learning_rate": 9.274572864321609e-06,
"loss": 0.1299,
"step": 7725
},
{
"epoch": 455.0,
"learning_rate": 9.272060301507538e-06,
"loss": 0.1116,
"step": 7750
},
{
"epoch": 457.0,
"learning_rate": 9.269547738693468e-06,
"loss": 0.1091,
"step": 7775
},
{
"epoch": 458.0,
"learning_rate": 9.267035175879397e-06,
"loss": 0.1213,
"step": 7800
},
{
"epoch": 460.0,
"learning_rate": 9.264522613065328e-06,
"loss": 0.1116,
"step": 7825
},
{
"epoch": 461.0,
"learning_rate": 9.262010050251257e-06,
"loss": 0.1131,
"step": 7850
},
{
"epoch": 463.0,
"learning_rate": 9.259497487437187e-06,
"loss": 0.1023,
"step": 7875
},
{
"epoch": 464.0,
"learning_rate": 9.256984924623116e-06,
"loss": 0.1104,
"step": 7900
},
{
"epoch": 466.0,
"learning_rate": 9.254472361809045e-06,
"loss": 0.1332,
"step": 7925
},
{
"epoch": 467.0,
"learning_rate": 9.252060301507539e-06,
"loss": 0.1208,
"step": 7950
},
{
"epoch": 469.0,
"learning_rate": 9.249547738693468e-06,
"loss": 0.1137,
"step": 7975
},
{
"epoch": 470.0,
"learning_rate": 9.247035175879397e-06,
"loss": 0.1203,
"step": 8000
},
{
"epoch": 470.0,
"eval_loss": 0.46249741315841675,
"eval_runtime": 163.8093,
"eval_samples_per_second": 0.61,
"eval_steps_per_second": 0.104,
"eval_wer": 31.428571428571427,
"step": 8000
},
{
"epoch": 472.0,
"learning_rate": 9.244522613065328e-06,
"loss": 0.124,
"step": 8025
},
{
"epoch": 473.0,
"learning_rate": 9.242010050251256e-06,
"loss": 0.1052,
"step": 8050
},
{
"epoch": 474.0,
"learning_rate": 9.239497487437187e-06,
"loss": 0.1253,
"step": 8075
},
{
"epoch": 476.0,
"learning_rate": 9.236984924623116e-06,
"loss": 0.1049,
"step": 8100
},
{
"epoch": 477.0,
"learning_rate": 9.234472361809045e-06,
"loss": 0.137,
"step": 8125
},
{
"epoch": 479.0,
"learning_rate": 9.231959798994977e-06,
"loss": 0.0997,
"step": 8150
},
{
"epoch": 480.0,
"learning_rate": 9.229447236180906e-06,
"loss": 0.0951,
"step": 8175
},
{
"epoch": 482.0,
"learning_rate": 9.226934673366835e-06,
"loss": 0.1213,
"step": 8200
},
{
"epoch": 483.0,
"learning_rate": 9.224422110552764e-06,
"loss": 0.1067,
"step": 8225
},
{
"epoch": 485.0,
"learning_rate": 9.221909547738694e-06,
"loss": 0.1041,
"step": 8250
},
{
"epoch": 486.0,
"learning_rate": 9.219396984924623e-06,
"loss": 0.1202,
"step": 8275
},
{
"epoch": 488.0,
"learning_rate": 9.216884422110554e-06,
"loss": 0.1067,
"step": 8300
},
{
"epoch": 489.0,
"learning_rate": 9.214371859296483e-06,
"loss": 0.1175,
"step": 8325
},
{
"epoch": 491.0,
"learning_rate": 9.211859296482413e-06,
"loss": 0.1185,
"step": 8350
},
{
"epoch": 492.0,
"learning_rate": 9.209346733668342e-06,
"loss": 0.1138,
"step": 8375
},
{
"epoch": 494.0,
"learning_rate": 9.206834170854271e-06,
"loss": 0.1237,
"step": 8400
},
{
"epoch": 495.0,
"learning_rate": 9.204321608040202e-06,
"loss": 0.1074,
"step": 8425
},
{
"epoch": 497.0,
"learning_rate": 9.201809045226132e-06,
"loss": 0.1187,
"step": 8450
},
{
"epoch": 498.0,
"learning_rate": 9.199296482412061e-06,
"loss": 0.1018,
"step": 8475
},
{
"epoch": 499.0,
"learning_rate": 9.19678391959799e-06,
"loss": 0.0919,
"step": 8500
},
{
"epoch": 501.0,
"learning_rate": 9.19427135678392e-06,
"loss": 0.1053,
"step": 8525
},
{
"epoch": 502.0,
"learning_rate": 9.19175879396985e-06,
"loss": 0.1108,
"step": 8550
},
{
"epoch": 504.0,
"learning_rate": 9.18924623115578e-06,
"loss": 0.1041,
"step": 8575
},
{
"epoch": 505.0,
"learning_rate": 9.18673366834171e-06,
"loss": 0.1093,
"step": 8600
},
{
"epoch": 507.0,
"learning_rate": 9.184221105527639e-06,
"loss": 0.1138,
"step": 8625
},
{
"epoch": 508.0,
"learning_rate": 9.181708542713568e-06,
"loss": 0.1106,
"step": 8650
},
{
"epoch": 510.0,
"learning_rate": 9.179195979899497e-06,
"loss": 0.1017,
"step": 8675
},
{
"epoch": 511.0,
"learning_rate": 9.176683417085428e-06,
"loss": 0.0919,
"step": 8700
},
{
"epoch": 513.0,
"learning_rate": 9.174170854271358e-06,
"loss": 0.0934,
"step": 8725
},
{
"epoch": 514.0,
"learning_rate": 9.171658291457287e-06,
"loss": 0.116,
"step": 8750
},
{
"epoch": 516.0,
"learning_rate": 9.169145728643218e-06,
"loss": 0.1109,
"step": 8775
},
{
"epoch": 517.0,
"learning_rate": 9.166633165829146e-06,
"loss": 0.1258,
"step": 8800
},
{
"epoch": 519.0,
"learning_rate": 9.164120603015077e-06,
"loss": 0.1127,
"step": 8825
},
{
"epoch": 520.0,
"learning_rate": 9.161608040201006e-06,
"loss": 0.1071,
"step": 8850
},
{
"epoch": 522.0,
"learning_rate": 9.159095477386935e-06,
"loss": 0.1217,
"step": 8875
},
{
"epoch": 523.0,
"learning_rate": 9.156582914572865e-06,
"loss": 0.1103,
"step": 8900
},
{
"epoch": 524.0,
"learning_rate": 9.154070351758794e-06,
"loss": 0.093,
"step": 8925
},
{
"epoch": 526.0,
"learning_rate": 9.151557788944725e-06,
"loss": 0.1135,
"step": 8950
},
{
"epoch": 527.0,
"learning_rate": 9.149045226130654e-06,
"loss": 0.1053,
"step": 8975
},
{
"epoch": 529.0,
"learning_rate": 9.146532663316584e-06,
"loss": 0.0879,
"step": 9000
},
{
"epoch": 529.0,
"eval_loss": 0.4916209876537323,
"eval_runtime": 196.2119,
"eval_samples_per_second": 0.51,
"eval_steps_per_second": 0.087,
"eval_wer": 45.48571428571429,
"step": 9000
},
{
"epoch": 530.0,
"learning_rate": 9.144020100502513e-06,
"loss": 0.1171,
"step": 9025
},
{
"epoch": 532.0,
"learning_rate": 9.141507537688444e-06,
"loss": 0.1064,
"step": 9050
},
{
"epoch": 533.0,
"learning_rate": 9.138994974874372e-06,
"loss": 0.1004,
"step": 9075
},
{
"epoch": 535.0,
"learning_rate": 9.136482412060303e-06,
"loss": 0.1169,
"step": 9100
},
{
"epoch": 536.0,
"learning_rate": 9.133969849246232e-06,
"loss": 0.1209,
"step": 9125
},
{
"epoch": 538.0,
"learning_rate": 9.131457286432161e-06,
"loss": 0.1066,
"step": 9150
},
{
"epoch": 539.0,
"learning_rate": 9.128944723618092e-06,
"loss": 0.087,
"step": 9175
},
{
"epoch": 541.0,
"learning_rate": 9.12643216080402e-06,
"loss": 0.1087,
"step": 9200
},
{
"epoch": 542.0,
"learning_rate": 9.123919597989951e-06,
"loss": 0.0838,
"step": 9225
},
{
"epoch": 544.0,
"learning_rate": 9.12140703517588e-06,
"loss": 0.0927,
"step": 9250
},
{
"epoch": 545.0,
"learning_rate": 9.11889447236181e-06,
"loss": 0.0961,
"step": 9275
},
{
"epoch": 547.0,
"learning_rate": 9.116381909547739e-06,
"loss": 0.0901,
"step": 9300
},
{
"epoch": 548.0,
"learning_rate": 9.11386934673367e-06,
"loss": 0.096,
"step": 9325
},
{
"epoch": 549.0,
"learning_rate": 9.111356783919598e-06,
"loss": 0.0943,
"step": 9350
},
{
"epoch": 551.0,
"learning_rate": 9.108844221105529e-06,
"loss": 0.0974,
"step": 9375
},
{
"epoch": 552.0,
"learning_rate": 9.106331658291458e-06,
"loss": 0.1019,
"step": 9400
},
{
"epoch": 554.0,
"learning_rate": 9.103819095477387e-06,
"loss": 0.0902,
"step": 9425
},
{
"epoch": 555.0,
"learning_rate": 9.101306532663318e-06,
"loss": 0.1132,
"step": 9450
},
{
"epoch": 557.0,
"learning_rate": 9.098793969849246e-06,
"loss": 0.1115,
"step": 9475
},
{
"epoch": 558.0,
"learning_rate": 9.096281407035177e-06,
"loss": 0.0853,
"step": 9500
},
{
"epoch": 560.0,
"learning_rate": 9.093768844221106e-06,
"loss": 0.0806,
"step": 9525
},
{
"epoch": 561.0,
"learning_rate": 9.091256281407036e-06,
"loss": 0.0792,
"step": 9550
},
{
"epoch": 563.0,
"learning_rate": 9.088743718592967e-06,
"loss": 0.0902,
"step": 9575
},
{
"epoch": 564.0,
"learning_rate": 9.086231155778896e-06,
"loss": 0.1024,
"step": 9600
},
{
"epoch": 566.0,
"learning_rate": 9.083718592964825e-06,
"loss": 0.0905,
"step": 9625
},
{
"epoch": 567.0,
"learning_rate": 9.081206030150755e-06,
"loss": 0.0881,
"step": 9650
},
{
"epoch": 569.0,
"learning_rate": 9.078693467336684e-06,
"loss": 0.0934,
"step": 9675
},
{
"epoch": 570.0,
"learning_rate": 9.076180904522613e-06,
"loss": 0.0998,
"step": 9700
},
{
"epoch": 572.0,
"learning_rate": 9.073668341708544e-06,
"loss": 0.1069,
"step": 9725
},
{
"epoch": 573.0,
"learning_rate": 9.071155778894472e-06,
"loss": 0.0889,
"step": 9750
},
{
"epoch": 574.0,
"learning_rate": 9.068643216080403e-06,
"loss": 0.0942,
"step": 9775
},
{
"epoch": 576.0,
"learning_rate": 9.066130653266332e-06,
"loss": 0.1125,
"step": 9800
},
{
"epoch": 577.0,
"learning_rate": 9.063618090452261e-06,
"loss": 0.0795,
"step": 9825
},
{
"epoch": 579.0,
"learning_rate": 9.061105527638193e-06,
"loss": 0.0718,
"step": 9850
},
{
"epoch": 580.0,
"learning_rate": 9.058592964824122e-06,
"loss": 0.0879,
"step": 9875
},
{
"epoch": 582.0,
"learning_rate": 9.056080402010051e-06,
"loss": 0.0899,
"step": 9900
},
{
"epoch": 583.0,
"learning_rate": 9.05356783919598e-06,
"loss": 0.0859,
"step": 9925
},
{
"epoch": 585.0,
"learning_rate": 9.05105527638191e-06,
"loss": 0.1034,
"step": 9950
},
{
"epoch": 586.0,
"learning_rate": 9.048542713567839e-06,
"loss": 0.0763,
"step": 9975
},
{
"epoch": 588.0,
"learning_rate": 9.04603015075377e-06,
"loss": 0.0825,
"step": 10000
},
{
"epoch": 588.0,
"eval_loss": 0.4961860775947571,
"eval_runtime": 165.4953,
"eval_samples_per_second": 0.604,
"eval_steps_per_second": 0.103,
"eval_wer": 30.628571428571426,
"step": 10000
},
{
"epoch": 589.0,
"learning_rate": 9.0435175879397e-06,
"loss": 0.0783,
"step": 10025
},
{
"epoch": 591.0,
"learning_rate": 9.041005025125629e-06,
"loss": 0.1025,
"step": 10050
},
{
"epoch": 592.0,
"learning_rate": 9.038492462311558e-06,
"loss": 0.092,
"step": 10075
},
{
"epoch": 594.0,
"learning_rate": 9.035979899497487e-06,
"loss": 0.1059,
"step": 10100
},
{
"epoch": 595.0,
"learning_rate": 9.033467336683418e-06,
"loss": 0.0905,
"step": 10125
},
{
"epoch": 597.0,
"learning_rate": 9.030954773869348e-06,
"loss": 0.0957,
"step": 10150
},
{
"epoch": 598.0,
"learning_rate": 9.028442211055277e-06,
"loss": 0.0729,
"step": 10175
},
{
"epoch": 599.0,
"learning_rate": 9.025929648241208e-06,
"loss": 0.0889,
"step": 10200
},
{
"epoch": 601.0,
"learning_rate": 9.023417085427136e-06,
"loss": 0.0919,
"step": 10225
},
{
"epoch": 602.0,
"learning_rate": 9.020904522613067e-06,
"loss": 0.0993,
"step": 10250
},
{
"epoch": 604.0,
"learning_rate": 9.018391959798996e-06,
"loss": 0.068,
"step": 10275
},
{
"epoch": 605.0,
"learning_rate": 9.015879396984925e-06,
"loss": 0.1183,
"step": 10300
},
{
"epoch": 607.0,
"learning_rate": 9.013366834170855e-06,
"loss": 0.0959,
"step": 10325
},
{
"epoch": 608.0,
"learning_rate": 9.010854271356784e-06,
"loss": 0.105,
"step": 10350
},
{
"epoch": 610.0,
"learning_rate": 9.008341708542713e-06,
"loss": 0.0845,
"step": 10375
},
{
"epoch": 611.0,
"learning_rate": 9.005829145728644e-06,
"loss": 0.0909,
"step": 10400
},
{
"epoch": 613.0,
"learning_rate": 9.003316582914574e-06,
"loss": 0.0828,
"step": 10425
},
{
"epoch": 614.0,
"learning_rate": 9.000804020100503e-06,
"loss": 0.0868,
"step": 10450
},
{
"epoch": 616.0,
"learning_rate": 8.998291457286434e-06,
"loss": 0.0864,
"step": 10475
},
{
"epoch": 617.0,
"learning_rate": 8.995778894472362e-06,
"loss": 0.0952,
"step": 10500
},
{
"epoch": 619.0,
"learning_rate": 8.993266331658293e-06,
"loss": 0.089,
"step": 10525
},
{
"epoch": 620.0,
"learning_rate": 8.990753768844222e-06,
"loss": 0.0814,
"step": 10550
},
{
"epoch": 622.0,
"learning_rate": 8.988241206030151e-06,
"loss": 0.0902,
"step": 10575
},
{
"epoch": 623.0,
"learning_rate": 8.98572864321608e-06,
"loss": 0.0805,
"step": 10600
},
{
"epoch": 624.0,
"learning_rate": 8.98321608040201e-06,
"loss": 0.0865,
"step": 10625
},
{
"epoch": 626.0,
"learning_rate": 8.980703517587941e-06,
"loss": 0.0794,
"step": 10650
},
{
"epoch": 627.0,
"learning_rate": 8.97819095477387e-06,
"loss": 0.0988,
"step": 10675
},
{
"epoch": 629.0,
"learning_rate": 8.9756783919598e-06,
"loss": 0.066,
"step": 10700
},
{
"epoch": 630.0,
"learning_rate": 8.973165829145729e-06,
"loss": 0.0907,
"step": 10725
},
{
"epoch": 632.0,
"learning_rate": 8.97065326633166e-06,
"loss": 0.0868,
"step": 10750
},
{
"epoch": 633.0,
"learning_rate": 8.968140703517588e-06,
"loss": 0.0899,
"step": 10775
},
{
"epoch": 635.0,
"learning_rate": 8.965628140703519e-06,
"loss": 0.0776,
"step": 10800
},
{
"epoch": 636.0,
"learning_rate": 8.963115577889448e-06,
"loss": 0.0813,
"step": 10825
},
{
"epoch": 638.0,
"learning_rate": 8.960603015075377e-06,
"loss": 0.0679,
"step": 10850
},
{
"epoch": 639.0,
"learning_rate": 8.958090452261308e-06,
"loss": 0.0851,
"step": 10875
},
{
"epoch": 641.0,
"learning_rate": 8.955577889447236e-06,
"loss": 0.0706,
"step": 10900
},
{
"epoch": 642.0,
"learning_rate": 8.953065326633167e-06,
"loss": 0.1014,
"step": 10925
},
{
"epoch": 644.0,
"learning_rate": 8.950552763819096e-06,
"loss": 0.0835,
"step": 10950
},
{
"epoch": 645.0,
"learning_rate": 8.948040201005026e-06,
"loss": 0.0786,
"step": 10975
},
{
"epoch": 647.0,
"learning_rate": 8.945527638190955e-06,
"loss": 0.0753,
"step": 11000
},
{
"epoch": 647.0,
"eval_loss": 0.47232896089553833,
"eval_runtime": 163.8528,
"eval_samples_per_second": 0.61,
"eval_steps_per_second": 0.104,
"eval_wer": 31.2,
"step": 11000
},
{
"epoch": 648.0,
"learning_rate": 8.943015075376886e-06,
"loss": 0.0759,
"step": 11025
},
{
"epoch": 649.0,
"learning_rate": 8.940502512562815e-06,
"loss": 0.0592,
"step": 11050
},
{
"epoch": 651.0,
"learning_rate": 8.937989949748745e-06,
"loss": 0.0927,
"step": 11075
},
{
"epoch": 652.0,
"learning_rate": 8.935477386934674e-06,
"loss": 0.0757,
"step": 11100
},
{
"epoch": 654.0,
"learning_rate": 8.932964824120603e-06,
"loss": 0.0775,
"step": 11125
},
{
"epoch": 655.0,
"learning_rate": 8.930452261306534e-06,
"loss": 0.0816,
"step": 11150
},
{
"epoch": 657.0,
"learning_rate": 8.927939698492462e-06,
"loss": 0.0822,
"step": 11175
},
{
"epoch": 658.0,
"learning_rate": 8.925427135678393e-06,
"loss": 0.0862,
"step": 11200
},
{
"epoch": 660.0,
"learning_rate": 8.922914572864322e-06,
"loss": 0.1058,
"step": 11225
},
{
"epoch": 661.0,
"learning_rate": 8.920402010050252e-06,
"loss": 0.0775,
"step": 11250
},
{
"epoch": 663.0,
"learning_rate": 8.917889447236183e-06,
"loss": 0.0804,
"step": 11275
},
{
"epoch": 664.0,
"learning_rate": 8.915376884422112e-06,
"loss": 0.0948,
"step": 11300
},
{
"epoch": 666.0,
"learning_rate": 8.912864321608041e-06,
"loss": 0.0834,
"step": 11325
},
{
"epoch": 667.0,
"learning_rate": 8.91035175879397e-06,
"loss": 0.0703,
"step": 11350
},
{
"epoch": 669.0,
"learning_rate": 8.9078391959799e-06,
"loss": 0.0819,
"step": 11375
},
{
"epoch": 670.0,
"learning_rate": 8.90532663316583e-06,
"loss": 0.0623,
"step": 11400
},
{
"epoch": 672.0,
"learning_rate": 8.90281407035176e-06,
"loss": 0.0836,
"step": 11425
},
{
"epoch": 673.0,
"learning_rate": 8.900301507537688e-06,
"loss": 0.0851,
"step": 11450
},
{
"epoch": 674.0,
"learning_rate": 8.897788944723619e-06,
"loss": 0.0823,
"step": 11475
},
{
"epoch": 676.0,
"learning_rate": 8.895276381909548e-06,
"loss": 0.0703,
"step": 11500
},
{
"epoch": 677.0,
"learning_rate": 8.892763819095478e-06,
"loss": 0.0912,
"step": 11525
},
{
"epoch": 679.0,
"learning_rate": 8.890251256281409e-06,
"loss": 0.087,
"step": 11550
},
{
"epoch": 680.0,
"learning_rate": 8.887738693467338e-06,
"loss": 0.0689,
"step": 11575
},
{
"epoch": 682.0,
"learning_rate": 8.885226130653267e-06,
"loss": 0.0793,
"step": 11600
},
{
"epoch": 683.0,
"learning_rate": 8.882713567839196e-06,
"loss": 0.0764,
"step": 11625
},
{
"epoch": 685.0,
"learning_rate": 8.880201005025126e-06,
"loss": 0.08,
"step": 11650
},
{
"epoch": 686.0,
"learning_rate": 8.877688442211057e-06,
"loss": 0.0523,
"step": 11675
},
{
"epoch": 688.0,
"learning_rate": 8.875175879396986e-06,
"loss": 0.0728,
"step": 11700
},
{
"epoch": 689.0,
"learning_rate": 8.872663316582915e-06,
"loss": 0.0639,
"step": 11725
},
{
"epoch": 691.0,
"learning_rate": 8.870150753768845e-06,
"loss": 0.0494,
"step": 11750
},
{
"epoch": 692.0,
"learning_rate": 8.867638190954774e-06,
"loss": 0.0784,
"step": 11775
},
{
"epoch": 694.0,
"learning_rate": 8.865125628140703e-06,
"loss": 0.0737,
"step": 11800
},
{
"epoch": 695.0,
"learning_rate": 8.862613065326634e-06,
"loss": 0.0812,
"step": 11825
},
{
"epoch": 697.0,
"learning_rate": 8.860100502512564e-06,
"loss": 0.0798,
"step": 11850
},
{
"epoch": 698.0,
"learning_rate": 8.857587939698493e-06,
"loss": 0.0697,
"step": 11875
},
{
"epoch": 699.0,
"learning_rate": 8.855075376884424e-06,
"loss": 0.0826,
"step": 11900
},
{
"epoch": 701.0,
"learning_rate": 8.852562814070352e-06,
"loss": 0.0638,
"step": 11925
},
{
"epoch": 702.0,
"learning_rate": 8.850050251256283e-06,
"loss": 0.0809,
"step": 11950
},
{
"epoch": 704.0,
"learning_rate": 8.847537688442212e-06,
"loss": 0.0619,
"step": 11975
},
{
"epoch": 705.0,
"learning_rate": 8.845025125628141e-06,
"loss": 0.0812,
"step": 12000
},
{
"epoch": 705.0,
"eval_loss": 0.45736855268478394,
"eval_runtime": 162.5424,
"eval_samples_per_second": 0.615,
"eval_steps_per_second": 0.105,
"eval_wer": 28.685714285714287,
"step": 12000
},
{
"epoch": 707.0,
"learning_rate": 8.84251256281407e-06,
"loss": 0.0547,
"step": 12025
},
{
"epoch": 708.0,
"learning_rate": 8.84e-06,
"loss": 0.0719,
"step": 12050
},
{
"epoch": 710.0,
"learning_rate": 8.83748743718593e-06,
"loss": 0.0681,
"step": 12075
},
{
"epoch": 711.0,
"learning_rate": 8.83497487437186e-06,
"loss": 0.085,
"step": 12100
},
{
"epoch": 713.0,
"learning_rate": 8.83246231155779e-06,
"loss": 0.0799,
"step": 12125
},
{
"epoch": 714.0,
"learning_rate": 8.829949748743719e-06,
"loss": 0.0787,
"step": 12150
},
{
"epoch": 716.0,
"learning_rate": 8.82743718592965e-06,
"loss": 0.0667,
"step": 12175
},
{
"epoch": 717.0,
"learning_rate": 8.824924623115578e-06,
"loss": 0.0656,
"step": 12200
},
{
"epoch": 719.0,
"learning_rate": 8.822412060301509e-06,
"loss": 0.0691,
"step": 12225
},
{
"epoch": 720.0,
"learning_rate": 8.819899497487438e-06,
"loss": 0.0826,
"step": 12250
},
{
"epoch": 722.0,
"learning_rate": 8.817386934673367e-06,
"loss": 0.0762,
"step": 12275
},
{
"epoch": 723.0,
"learning_rate": 8.814874371859298e-06,
"loss": 0.0941,
"step": 12300
},
{
"epoch": 724.0,
"learning_rate": 8.812361809045226e-06,
"loss": 0.0739,
"step": 12325
},
{
"epoch": 726.0,
"learning_rate": 8.809849246231157e-06,
"loss": 0.073,
"step": 12350
},
{
"epoch": 727.0,
"learning_rate": 8.807336683417086e-06,
"loss": 0.0791,
"step": 12375
},
{
"epoch": 729.0,
"learning_rate": 8.804824120603016e-06,
"loss": 0.0621,
"step": 12400
},
{
"epoch": 730.0,
"learning_rate": 8.802311557788945e-06,
"loss": 0.064,
"step": 12425
},
{
"epoch": 732.0,
"learning_rate": 8.799798994974876e-06,
"loss": 0.0665,
"step": 12450
},
{
"epoch": 733.0,
"learning_rate": 8.797286432160804e-06,
"loss": 0.0739,
"step": 12475
},
{
"epoch": 735.0,
"learning_rate": 8.794773869346735e-06,
"loss": 0.0702,
"step": 12500
},
{
"epoch": 736.0,
"learning_rate": 8.792261306532664e-06,
"loss": 0.0612,
"step": 12525
},
{
"epoch": 738.0,
"learning_rate": 8.789748743718593e-06,
"loss": 0.0645,
"step": 12550
},
{
"epoch": 739.0,
"learning_rate": 8.787236180904524e-06,
"loss": 0.0567,
"step": 12575
},
{
"epoch": 741.0,
"learning_rate": 8.784723618090452e-06,
"loss": 0.0667,
"step": 12600
},
{
"epoch": 742.0,
"learning_rate": 8.782211055276383e-06,
"loss": 0.0572,
"step": 12625
},
{
"epoch": 744.0,
"learning_rate": 8.779698492462312e-06,
"loss": 0.058,
"step": 12650
},
{
"epoch": 745.0,
"learning_rate": 8.777185929648242e-06,
"loss": 0.0649,
"step": 12675
},
{
"epoch": 747.0,
"learning_rate": 8.774673366834171e-06,
"loss": 0.0906,
"step": 12700
},
{
"epoch": 748.0,
"learning_rate": 8.772160804020102e-06,
"loss": 0.0642,
"step": 12725
},
{
"epoch": 749.0,
"learning_rate": 8.769648241206031e-06,
"loss": 0.0705,
"step": 12750
},
{
"epoch": 751.0,
"learning_rate": 8.76713567839196e-06,
"loss": 0.0779,
"step": 12775
},
{
"epoch": 752.0,
"learning_rate": 8.76462311557789e-06,
"loss": 0.0453,
"step": 12800
},
{
"epoch": 754.0,
"learning_rate": 8.76211055276382e-06,
"loss": 0.0708,
"step": 12825
},
{
"epoch": 755.0,
"learning_rate": 8.75959798994975e-06,
"loss": 0.071,
"step": 12850
},
{
"epoch": 757.0,
"learning_rate": 8.757085427135678e-06,
"loss": 0.0615,
"step": 12875
},
{
"epoch": 758.0,
"learning_rate": 8.754572864321609e-06,
"loss": 0.0796,
"step": 12900
},
{
"epoch": 760.0,
"learning_rate": 8.752060301507538e-06,
"loss": 0.0709,
"step": 12925
},
{
"epoch": 761.0,
"learning_rate": 8.749547738693468e-06,
"loss": 0.0636,
"step": 12950
},
{
"epoch": 763.0,
"learning_rate": 8.747035175879399e-06,
"loss": 0.0672,
"step": 12975
},
{
"epoch": 764.0,
"learning_rate": 8.74462311557789e-06,
"loss": 0.062,
"step": 13000
},
{
"epoch": 764.0,
"eval_loss": 0.4627605676651001,
"eval_runtime": 165.0988,
"eval_samples_per_second": 0.606,
"eval_steps_per_second": 0.103,
"eval_wer": 28.799999999999997,
"step": 13000
},
{
"epoch": 766.0,
"learning_rate": 8.74211055276382e-06,
"loss": 0.0577,
"step": 13025
},
{
"epoch": 767.0,
"learning_rate": 8.73959798994975e-06,
"loss": 0.0565,
"step": 13050
},
{
"epoch": 769.0,
"learning_rate": 8.737085427135678e-06,
"loss": 0.0533,
"step": 13075
},
{
"epoch": 770.0,
"learning_rate": 8.734572864321609e-06,
"loss": 0.0557,
"step": 13100
},
{
"epoch": 772.0,
"learning_rate": 8.732060301507538e-06,
"loss": 0.0765,
"step": 13125
},
{
"epoch": 773.0,
"learning_rate": 8.729547738693468e-06,
"loss": 0.0612,
"step": 13150
},
{
"epoch": 774.0,
"learning_rate": 8.727035175879399e-06,
"loss": 0.064,
"step": 13175
},
{
"epoch": 776.0,
"learning_rate": 8.724522613065326e-06,
"loss": 0.0614,
"step": 13200
},
{
"epoch": 777.0,
"learning_rate": 8.722010050251257e-06,
"loss": 0.0617,
"step": 13225
},
{
"epoch": 779.0,
"learning_rate": 8.719497487437187e-06,
"loss": 0.0586,
"step": 13250
},
{
"epoch": 780.0,
"learning_rate": 8.716984924623116e-06,
"loss": 0.0557,
"step": 13275
},
{
"epoch": 782.0,
"learning_rate": 8.714472361809045e-06,
"loss": 0.064,
"step": 13300
},
{
"epoch": 783.0,
"learning_rate": 8.711959798994976e-06,
"loss": 0.0672,
"step": 13325
},
{
"epoch": 785.0,
"learning_rate": 8.709447236180906e-06,
"loss": 0.0523,
"step": 13350
},
{
"epoch": 786.0,
"learning_rate": 8.706934673366835e-06,
"loss": 0.0661,
"step": 13375
},
{
"epoch": 788.0,
"learning_rate": 8.704422110552764e-06,
"loss": 0.0624,
"step": 13400
},
{
"epoch": 789.0,
"learning_rate": 8.701909547738694e-06,
"loss": 0.054,
"step": 13425
},
{
"epoch": 791.0,
"learning_rate": 8.699396984924625e-06,
"loss": 0.0671,
"step": 13450
},
{
"epoch": 792.0,
"learning_rate": 8.696884422110552e-06,
"loss": 0.0644,
"step": 13475
},
{
"epoch": 794.0,
"learning_rate": 8.694371859296483e-06,
"loss": 0.0644,
"step": 13500
},
{
"epoch": 795.0,
"learning_rate": 8.691859296482413e-06,
"loss": 0.0607,
"step": 13525
},
{
"epoch": 797.0,
"learning_rate": 8.689346733668342e-06,
"loss": 0.0609,
"step": 13550
},
{
"epoch": 798.0,
"learning_rate": 8.686834170854273e-06,
"loss": 0.0562,
"step": 13575
},
{
"epoch": 799.0,
"learning_rate": 8.684321608040202e-06,
"loss": 0.0524,
"step": 13600
},
{
"epoch": 801.0,
"learning_rate": 8.681809045226132e-06,
"loss": 0.0538,
"step": 13625
},
{
"epoch": 802.0,
"learning_rate": 8.679296482412061e-06,
"loss": 0.0661,
"step": 13650
},
{
"epoch": 804.0,
"learning_rate": 8.67678391959799e-06,
"loss": 0.0635,
"step": 13675
},
{
"epoch": 805.0,
"learning_rate": 8.67427135678392e-06,
"loss": 0.0594,
"step": 13700
},
{
"epoch": 807.0,
"learning_rate": 8.67175879396985e-06,
"loss": 0.059,
"step": 13725
},
{
"epoch": 808.0,
"learning_rate": 8.66924623115578e-06,
"loss": 0.0673,
"step": 13750
},
{
"epoch": 810.0,
"learning_rate": 8.66673366834171e-06,
"loss": 0.0507,
"step": 13775
},
{
"epoch": 811.0,
"learning_rate": 8.664221105527639e-06,
"loss": 0.059,
"step": 13800
},
{
"epoch": 813.0,
"learning_rate": 8.661708542713568e-06,
"loss": 0.0572,
"step": 13825
},
{
"epoch": 814.0,
"learning_rate": 8.659195979899499e-06,
"loss": 0.0595,
"step": 13850
},
{
"epoch": 816.0,
"learning_rate": 8.656683417085428e-06,
"loss": 0.0446,
"step": 13875
},
{
"epoch": 817.0,
"learning_rate": 8.654170854271358e-06,
"loss": 0.0433,
"step": 13900
},
{
"epoch": 819.0,
"learning_rate": 8.651658291457287e-06,
"loss": 0.0483,
"step": 13925
},
{
"epoch": 820.0,
"learning_rate": 8.649145728643216e-06,
"loss": 0.0516,
"step": 13950
},
{
"epoch": 822.0,
"learning_rate": 8.646633165829147e-06,
"loss": 0.0541,
"step": 13975
},
{
"epoch": 823.0,
"learning_rate": 8.644120603015077e-06,
"loss": 0.0604,
"step": 14000
},
{
"epoch": 823.0,
"eval_loss": 0.4667850434780121,
"eval_runtime": 163.2225,
"eval_samples_per_second": 0.613,
"eval_steps_per_second": 0.104,
"eval_wer": 28.000000000000004,
"step": 14000
},
{
"epoch": 824.0,
"learning_rate": 8.641608040201006e-06,
"loss": 0.0581,
"step": 14025
},
{
"epoch": 826.0,
"learning_rate": 8.639095477386935e-06,
"loss": 0.0593,
"step": 14050
},
{
"epoch": 827.0,
"learning_rate": 8.636582914572865e-06,
"loss": 0.0719,
"step": 14075
},
{
"epoch": 829.0,
"learning_rate": 8.634070351758794e-06,
"loss": 0.0558,
"step": 14100
},
{
"epoch": 830.0,
"learning_rate": 8.631557788944725e-06,
"loss": 0.0407,
"step": 14125
},
{
"epoch": 832.0,
"learning_rate": 8.629045226130654e-06,
"loss": 0.0487,
"step": 14150
},
{
"epoch": 833.0,
"learning_rate": 8.626532663316584e-06,
"loss": 0.0767,
"step": 14175
},
{
"epoch": 835.0,
"learning_rate": 8.624020100502513e-06,
"loss": 0.047,
"step": 14200
},
{
"epoch": 836.0,
"learning_rate": 8.621507537688442e-06,
"loss": 0.0621,
"step": 14225
},
{
"epoch": 838.0,
"learning_rate": 8.618994974874373e-06,
"loss": 0.0494,
"step": 14250
},
{
"epoch": 839.0,
"learning_rate": 8.616482412060303e-06,
"loss": 0.0468,
"step": 14275
},
{
"epoch": 841.0,
"learning_rate": 8.613969849246232e-06,
"loss": 0.0783,
"step": 14300
},
{
"epoch": 842.0,
"learning_rate": 8.611457286432161e-06,
"loss": 0.0554,
"step": 14325
},
{
"epoch": 844.0,
"learning_rate": 8.60894472361809e-06,
"loss": 0.0606,
"step": 14350
},
{
"epoch": 845.0,
"learning_rate": 8.606432160804022e-06,
"loss": 0.0622,
"step": 14375
},
{
"epoch": 847.0,
"learning_rate": 8.603919597989951e-06,
"loss": 0.0557,
"step": 14400
},
{
"epoch": 848.0,
"learning_rate": 8.60140703517588e-06,
"loss": 0.0474,
"step": 14425
},
{
"epoch": 849.0,
"learning_rate": 8.59889447236181e-06,
"loss": 0.0413,
"step": 14450
},
{
"epoch": 851.0,
"learning_rate": 8.596381909547739e-06,
"loss": 0.0686,
"step": 14475
},
{
"epoch": 852.0,
"learning_rate": 8.593869346733668e-06,
"loss": 0.0451,
"step": 14500
},
{
"epoch": 854.0,
"learning_rate": 8.5913567839196e-06,
"loss": 0.056,
"step": 14525
},
{
"epoch": 855.0,
"learning_rate": 8.588844221105528e-06,
"loss": 0.0584,
"step": 14550
},
{
"epoch": 857.0,
"learning_rate": 8.586331658291458e-06,
"loss": 0.0503,
"step": 14575
},
{
"epoch": 858.0,
"learning_rate": 8.583819095477389e-06,
"loss": 0.0587,
"step": 14600
},
{
"epoch": 860.0,
"learning_rate": 8.581306532663316e-06,
"loss": 0.0463,
"step": 14625
},
{
"epoch": 861.0,
"learning_rate": 8.578793969849247e-06,
"loss": 0.0408,
"step": 14650
},
{
"epoch": 863.0,
"learning_rate": 8.576281407035177e-06,
"loss": 0.0536,
"step": 14675
},
{
"epoch": 864.0,
"learning_rate": 8.573768844221106e-06,
"loss": 0.0529,
"step": 14700
},
{
"epoch": 866.0,
"learning_rate": 8.571256281407035e-06,
"loss": 0.0527,
"step": 14725
},
{
"epoch": 867.0,
"learning_rate": 8.568743718592965e-06,
"loss": 0.0626,
"step": 14750
},
{
"epoch": 869.0,
"learning_rate": 8.566231155778894e-06,
"loss": 0.0561,
"step": 14775
},
{
"epoch": 870.0,
"learning_rate": 8.563718592964825e-06,
"loss": 0.0552,
"step": 14800
},
{
"epoch": 872.0,
"learning_rate": 8.561206030150754e-06,
"loss": 0.0455,
"step": 14825
},
{
"epoch": 873.0,
"learning_rate": 8.558693467336684e-06,
"loss": 0.0684,
"step": 14850
},
{
"epoch": 874.0,
"learning_rate": 8.556180904522615e-06,
"loss": 0.0514,
"step": 14875
},
{
"epoch": 876.0,
"learning_rate": 8.553668341708542e-06,
"loss": 0.0605,
"step": 14900
},
{
"epoch": 877.0,
"learning_rate": 8.551155778894473e-06,
"loss": 0.0484,
"step": 14925
},
{
"epoch": 879.0,
"learning_rate": 8.548643216080403e-06,
"loss": 0.0541,
"step": 14950
},
{
"epoch": 880.0,
"learning_rate": 8.546130653266332e-06,
"loss": 0.0486,
"step": 14975
},
{
"epoch": 882.0,
"learning_rate": 8.543618090452263e-06,
"loss": 0.0666,
"step": 15000
},
{
"epoch": 882.0,
"eval_loss": 0.4697132110595703,
"eval_runtime": 165.8528,
"eval_samples_per_second": 0.603,
"eval_steps_per_second": 0.103,
"eval_wer": 28.685714285714287,
"step": 15000
},
{
"epoch": 883.0,
"learning_rate": 8.541105527638192e-06,
"loss": 0.0519,
"step": 15025
},
{
"epoch": 885.0,
"learning_rate": 8.538592964824122e-06,
"loss": 0.0402,
"step": 15050
},
{
"epoch": 886.0,
"learning_rate": 8.536080402010051e-06,
"loss": 0.0601,
"step": 15075
},
{
"epoch": 888.0,
"learning_rate": 8.53356783919598e-06,
"loss": 0.0541,
"step": 15100
},
{
"epoch": 889.0,
"learning_rate": 8.53105527638191e-06,
"loss": 0.0369,
"step": 15125
},
{
"epoch": 891.0,
"learning_rate": 8.52854271356784e-06,
"loss": 0.0479,
"step": 15150
},
{
"epoch": 892.0,
"learning_rate": 8.526030150753768e-06,
"loss": 0.0528,
"step": 15175
},
{
"epoch": 894.0,
"learning_rate": 8.5235175879397e-06,
"loss": 0.0575,
"step": 15200
},
{
"epoch": 895.0,
"learning_rate": 8.521005025125629e-06,
"loss": 0.059,
"step": 15225
},
{
"epoch": 897.0,
"learning_rate": 8.518492462311558e-06,
"loss": 0.0456,
"step": 15250
},
{
"epoch": 898.0,
"learning_rate": 8.515979899497489e-06,
"loss": 0.0608,
"step": 15275
},
{
"epoch": 899.0,
"learning_rate": 8.513467336683418e-06,
"loss": 0.0555,
"step": 15300
},
{
"epoch": 901.0,
"learning_rate": 8.510954773869348e-06,
"loss": 0.0574,
"step": 15325
},
{
"epoch": 902.0,
"learning_rate": 8.508442211055277e-06,
"loss": 0.0539,
"step": 15350
},
{
"epoch": 904.0,
"learning_rate": 8.505929648241206e-06,
"loss": 0.049,
"step": 15375
},
{
"epoch": 905.0,
"learning_rate": 8.503417085427136e-06,
"loss": 0.0483,
"step": 15400
},
{
"epoch": 907.0,
"learning_rate": 8.500904522613067e-06,
"loss": 0.0371,
"step": 15425
},
{
"epoch": 908.0,
"learning_rate": 8.498391959798996e-06,
"loss": 0.0444,
"step": 15450
},
{
"epoch": 910.0,
"learning_rate": 8.495879396984925e-06,
"loss": 0.0611,
"step": 15475
},
{
"epoch": 911.0,
"learning_rate": 8.493366834170855e-06,
"loss": 0.0381,
"step": 15500
},
{
"epoch": 913.0,
"learning_rate": 8.490854271356784e-06,
"loss": 0.0445,
"step": 15525
},
{
"epoch": 914.0,
"learning_rate": 8.488341708542715e-06,
"loss": 0.0528,
"step": 15550
},
{
"epoch": 916.0,
"learning_rate": 8.485929648241207e-06,
"loss": 0.039,
"step": 15575
},
{
"epoch": 917.0,
"learning_rate": 8.483417085427136e-06,
"loss": 0.0525,
"step": 15600
},
{
"epoch": 919.0,
"learning_rate": 8.480904522613065e-06,
"loss": 0.0478,
"step": 15625
},
{
"epoch": 920.0,
"learning_rate": 8.478391959798996e-06,
"loss": 0.0517,
"step": 15650
},
{
"epoch": 922.0,
"learning_rate": 8.475879396984926e-06,
"loss": 0.0378,
"step": 15675
},
{
"epoch": 923.0,
"learning_rate": 8.473366834170855e-06,
"loss": 0.0541,
"step": 15700
},
{
"epoch": 924.0,
"learning_rate": 8.470854271356784e-06,
"loss": 0.0483,
"step": 15725
},
{
"epoch": 926.0,
"learning_rate": 8.468341708542715e-06,
"loss": 0.0572,
"step": 15750
},
{
"epoch": 927.0,
"learning_rate": 8.465829145728643e-06,
"loss": 0.0654,
"step": 15775
},
{
"epoch": 929.0,
"learning_rate": 8.463316582914574e-06,
"loss": 0.042,
"step": 15800
},
{
"epoch": 930.0,
"learning_rate": 8.460804020100503e-06,
"loss": 0.0497,
"step": 15825
},
{
"epoch": 932.0,
"learning_rate": 8.458291457286432e-06,
"loss": 0.0304,
"step": 15850
},
{
"epoch": 933.0,
"learning_rate": 8.455778894472363e-06,
"loss": 0.0391,
"step": 15875
},
{
"epoch": 935.0,
"learning_rate": 8.453266331658291e-06,
"loss": 0.0499,
"step": 15900
},
{
"epoch": 936.0,
"learning_rate": 8.450753768844222e-06,
"loss": 0.05,
"step": 15925
},
{
"epoch": 938.0,
"learning_rate": 8.448241206030151e-06,
"loss": 0.0508,
"step": 15950
},
{
"epoch": 939.0,
"learning_rate": 8.44572864321608e-06,
"loss": 0.0343,
"step": 15975
},
{
"epoch": 941.0,
"learning_rate": 8.44321608040201e-06,
"loss": 0.0405,
"step": 16000
},
{
"epoch": 941.0,
"eval_loss": 0.49084585905075073,
"eval_runtime": 211.5151,
"eval_samples_per_second": 0.473,
"eval_steps_per_second": 0.08,
"eval_wer": 54.628571428571426,
"step": 16000
},
{
"epoch": 942.0,
"learning_rate": 8.440703517587941e-06,
"loss": 0.056,
"step": 16025
},
{
"epoch": 944.0,
"learning_rate": 8.43819095477387e-06,
"loss": 0.0445,
"step": 16050
},
{
"epoch": 945.0,
"learning_rate": 8.4356783919598e-06,
"loss": 0.0505,
"step": 16075
},
{
"epoch": 947.0,
"learning_rate": 8.433165829145729e-06,
"loss": 0.0451,
"step": 16100
},
{
"epoch": 948.0,
"learning_rate": 8.430653266331658e-06,
"loss": 0.0576,
"step": 16125
},
{
"epoch": 949.0,
"learning_rate": 8.42814070351759e-06,
"loss": 0.0436,
"step": 16150
},
{
"epoch": 951.0,
"learning_rate": 8.425628140703517e-06,
"loss": 0.0384,
"step": 16175
},
{
"epoch": 952.0,
"learning_rate": 8.423115577889448e-06,
"loss": 0.0424,
"step": 16200
},
{
"epoch": 954.0,
"learning_rate": 8.420603015075377e-06,
"loss": 0.0527,
"step": 16225
},
{
"epoch": 955.0,
"learning_rate": 8.418090452261307e-06,
"loss": 0.0455,
"step": 16250
},
{
"epoch": 957.0,
"learning_rate": 8.415577889447238e-06,
"loss": 0.0502,
"step": 16275
},
{
"epoch": 958.0,
"learning_rate": 8.413065326633167e-06,
"loss": 0.0513,
"step": 16300
},
{
"epoch": 960.0,
"learning_rate": 8.410552763819096e-06,
"loss": 0.0554,
"step": 16325
},
{
"epoch": 961.0,
"learning_rate": 8.408040201005026e-06,
"loss": 0.0373,
"step": 16350
},
{
"epoch": 963.0,
"learning_rate": 8.405527638190955e-06,
"loss": 0.0635,
"step": 16375
},
{
"epoch": 964.0,
"learning_rate": 8.403015075376884e-06,
"loss": 0.0309,
"step": 16400
},
{
"epoch": 966.0,
"learning_rate": 8.400502512562815e-06,
"loss": 0.0315,
"step": 16425
},
{
"epoch": 967.0,
"learning_rate": 8.397989949748745e-06,
"loss": 0.051,
"step": 16450
},
{
"epoch": 969.0,
"learning_rate": 8.395477386934674e-06,
"loss": 0.0331,
"step": 16475
},
{
"epoch": 970.0,
"learning_rate": 8.392964824120603e-06,
"loss": 0.0325,
"step": 16500
},
{
"epoch": 972.0,
"learning_rate": 8.390452261306533e-06,
"loss": 0.0439,
"step": 16525
},
{
"epoch": 973.0,
"learning_rate": 8.387939698492464e-06,
"loss": 0.0454,
"step": 16550
},
{
"epoch": 974.0,
"learning_rate": 8.385427135678393e-06,
"loss": 0.0315,
"step": 16575
},
{
"epoch": 976.0,
"learning_rate": 8.382914572864322e-06,
"loss": 0.0446,
"step": 16600
},
{
"epoch": 977.0,
"learning_rate": 8.380402010050252e-06,
"loss": 0.0515,
"step": 16625
},
{
"epoch": 979.0,
"learning_rate": 8.377889447236181e-06,
"loss": 0.0429,
"step": 16650
},
{
"epoch": 980.0,
"learning_rate": 8.375376884422112e-06,
"loss": 0.0438,
"step": 16675
},
{
"epoch": 982.0,
"learning_rate": 8.372864321608041e-06,
"loss": 0.0284,
"step": 16700
},
{
"epoch": 983.0,
"learning_rate": 8.37035175879397e-06,
"loss": 0.0347,
"step": 16725
},
{
"epoch": 985.0,
"learning_rate": 8.3678391959799e-06,
"loss": 0.0472,
"step": 16750
},
{
"epoch": 986.0,
"learning_rate": 8.36532663316583e-06,
"loss": 0.038,
"step": 16775
},
{
"epoch": 988.0,
"learning_rate": 8.362814070351759e-06,
"loss": 0.0374,
"step": 16800
},
{
"epoch": 989.0,
"learning_rate": 8.36030150753769e-06,
"loss": 0.0465,
"step": 16825
},
{
"epoch": 991.0,
"learning_rate": 8.357788944723619e-06,
"loss": 0.0333,
"step": 16850
},
{
"epoch": 992.0,
"learning_rate": 8.355276381909548e-06,
"loss": 0.0482,
"step": 16875
},
{
"epoch": 994.0,
"learning_rate": 8.35276381909548e-06,
"loss": 0.0396,
"step": 16900
},
{
"epoch": 995.0,
"learning_rate": 8.350251256281407e-06,
"loss": 0.0556,
"step": 16925
},
{
"epoch": 997.0,
"learning_rate": 8.347738693467338e-06,
"loss": 0.0372,
"step": 16950
},
{
"epoch": 998.0,
"learning_rate": 8.345226130653267e-06,
"loss": 0.0438,
"step": 16975
},
{
"epoch": 999.0,
"learning_rate": 8.342713567839197e-06,
"loss": 0.0349,
"step": 17000
},
{
"epoch": 999.0,
"eval_loss": 0.472809761762619,
"eval_runtime": 167.3915,
"eval_samples_per_second": 0.597,
"eval_steps_per_second": 0.102,
"eval_wer": 28.45714285714286,
"step": 17000
},
{
"epoch": 1001.0,
"learning_rate": 8.340201005025126e-06,
"loss": 0.032,
"step": 17025
},
{
"epoch": 1002.0,
"learning_rate": 8.337688442211055e-06,
"loss": 0.0321,
"step": 17050
},
{
"epoch": 1004.0,
"learning_rate": 8.335175879396986e-06,
"loss": 0.0314,
"step": 17075
},
{
"epoch": 1005.0,
"learning_rate": 8.332663316582916e-06,
"loss": 0.0418,
"step": 17100
},
{
"epoch": 1007.0,
"learning_rate": 8.330150753768845e-06,
"loss": 0.0483,
"step": 17125
},
{
"epoch": 1008.0,
"learning_rate": 8.327638190954774e-06,
"loss": 0.0421,
"step": 17150
},
{
"epoch": 1010.0,
"learning_rate": 8.325125628140705e-06,
"loss": 0.0355,
"step": 17175
},
{
"epoch": 1011.0,
"learning_rate": 8.322613065326633e-06,
"loss": 0.0463,
"step": 17200
},
{
"epoch": 1013.0,
"learning_rate": 8.320100502512564e-06,
"loss": 0.0435,
"step": 17225
},
{
"epoch": 1014.0,
"learning_rate": 8.317587939698493e-06,
"loss": 0.0311,
"step": 17250
},
{
"epoch": 1016.0,
"learning_rate": 8.315075376884423e-06,
"loss": 0.0481,
"step": 17275
},
{
"epoch": 1017.0,
"learning_rate": 8.312562814070354e-06,
"loss": 0.0519,
"step": 17300
},
{
"epoch": 1019.0,
"learning_rate": 8.310050251256281e-06,
"loss": 0.0275,
"step": 17325
},
{
"epoch": 1020.0,
"learning_rate": 8.307537688442212e-06,
"loss": 0.0377,
"step": 17350
},
{
"epoch": 1022.0,
"learning_rate": 8.305025125628142e-06,
"loss": 0.0477,
"step": 17375
},
{
"epoch": 1023.0,
"learning_rate": 8.30251256281407e-06,
"loss": 0.0369,
"step": 17400
},
{
"epoch": 1024.0,
"learning_rate": 8.3e-06,
"loss": 0.0324,
"step": 17425
},
{
"epoch": 1026.0,
"learning_rate": 8.297487437185931e-06,
"loss": 0.0416,
"step": 17450
},
{
"epoch": 1027.0,
"learning_rate": 8.294974874371859e-06,
"loss": 0.0367,
"step": 17475
},
{
"epoch": 1029.0,
"learning_rate": 8.29246231155779e-06,
"loss": 0.0454,
"step": 17500
},
{
"epoch": 1030.0,
"learning_rate": 8.289949748743719e-06,
"loss": 0.0279,
"step": 17525
},
{
"epoch": 1032.0,
"learning_rate": 8.287437185929648e-06,
"loss": 0.0426,
"step": 17550
},
{
"epoch": 1033.0,
"learning_rate": 8.28492462311558e-06,
"loss": 0.0321,
"step": 17575
},
{
"epoch": 1035.0,
"learning_rate": 8.282412060301507e-06,
"loss": 0.0363,
"step": 17600
},
{
"epoch": 1036.0,
"learning_rate": 8.279899497487438e-06,
"loss": 0.0391,
"step": 17625
},
{
"epoch": 1038.0,
"learning_rate": 8.277386934673367e-06,
"loss": 0.0485,
"step": 17650
},
{
"epoch": 1039.0,
"learning_rate": 8.274874371859297e-06,
"loss": 0.0377,
"step": 17675
},
{
"epoch": 1041.0,
"learning_rate": 8.272361809045228e-06,
"loss": 0.0318,
"step": 17700
},
{
"epoch": 1042.0,
"learning_rate": 8.269849246231157e-06,
"loss": 0.0482,
"step": 17725
},
{
"epoch": 1044.0,
"learning_rate": 8.267336683417086e-06,
"loss": 0.0373,
"step": 17750
},
{
"epoch": 1045.0,
"learning_rate": 8.264824120603016e-06,
"loss": 0.0331,
"step": 17775
},
{
"epoch": 1047.0,
"learning_rate": 8.262311557788945e-06,
"loss": 0.0311,
"step": 17800
},
{
"epoch": 1048.0,
"learning_rate": 8.259798994974874e-06,
"loss": 0.042,
"step": 17825
},
{
"epoch": 1049.0,
"learning_rate": 8.257286432160805e-06,
"loss": 0.033,
"step": 17850
},
{
"epoch": 1051.0,
"learning_rate": 8.254773869346733e-06,
"loss": 0.0334,
"step": 17875
},
{
"epoch": 1052.0,
"learning_rate": 8.252261306532664e-06,
"loss": 0.0312,
"step": 17900
},
{
"epoch": 1054.0,
"learning_rate": 8.249748743718593e-06,
"loss": 0.0296,
"step": 17925
},
{
"epoch": 1055.0,
"learning_rate": 8.247236180904523e-06,
"loss": 0.0337,
"step": 17950
},
{
"epoch": 1057.0,
"learning_rate": 8.244723618090454e-06,
"loss": 0.0402,
"step": 17975
},
{
"epoch": 1058.0,
"learning_rate": 8.242211055276383e-06,
"loss": 0.0409,
"step": 18000
},
{
"epoch": 1058.0,
"eval_loss": 0.4883716106414795,
"eval_runtime": 168.0249,
"eval_samples_per_second": 0.595,
"eval_steps_per_second": 0.101,
"eval_wer": 28.45714285714286,
"step": 18000
},
{
"epoch": 1060.0,
"learning_rate": 8.239698492462312e-06,
"loss": 0.0325,
"step": 18025
},
{
"epoch": 1061.0,
"learning_rate": 8.237185929648242e-06,
"loss": 0.0424,
"step": 18050
},
{
"epoch": 1063.0,
"learning_rate": 8.234673366834171e-06,
"loss": 0.0409,
"step": 18075
},
{
"epoch": 1064.0,
"learning_rate": 8.2321608040201e-06,
"loss": 0.0348,
"step": 18100
},
{
"epoch": 1066.0,
"learning_rate": 8.229648241206031e-06,
"loss": 0.0285,
"step": 18125
},
{
"epoch": 1067.0,
"learning_rate": 8.22713567839196e-06,
"loss": 0.039,
"step": 18150
},
{
"epoch": 1069.0,
"learning_rate": 8.22462311557789e-06,
"loss": 0.034,
"step": 18175
},
{
"epoch": 1070.0,
"learning_rate": 8.22211055276382e-06,
"loss": 0.0452,
"step": 18200
},
{
"epoch": 1072.0,
"learning_rate": 8.219597989949749e-06,
"loss": 0.0457,
"step": 18225
},
{
"epoch": 1073.0,
"learning_rate": 8.21708542713568e-06,
"loss": 0.0371,
"step": 18250
},
{
"epoch": 1074.0,
"learning_rate": 8.214572864321609e-06,
"loss": 0.0276,
"step": 18275
},
{
"epoch": 1076.0,
"learning_rate": 8.212060301507538e-06,
"loss": 0.031,
"step": 18300
},
{
"epoch": 1077.0,
"learning_rate": 8.20954773869347e-06,
"loss": 0.0489,
"step": 18325
},
{
"epoch": 1079.0,
"learning_rate": 8.207035175879397e-06,
"loss": 0.0437,
"step": 18350
},
{
"epoch": 1080.0,
"learning_rate": 8.204522613065328e-06,
"loss": 0.0352,
"step": 18375
},
{
"epoch": 1082.0,
"learning_rate": 8.202010050251257e-06,
"loss": 0.0394,
"step": 18400
},
{
"epoch": 1083.0,
"learning_rate": 8.199497487437187e-06,
"loss": 0.0399,
"step": 18425
},
{
"epoch": 1085.0,
"learning_rate": 8.196984924623116e-06,
"loss": 0.0296,
"step": 18450
},
{
"epoch": 1086.0,
"learning_rate": 8.194472361809045e-06,
"loss": 0.0395,
"step": 18475
},
{
"epoch": 1088.0,
"learning_rate": 8.191959798994975e-06,
"loss": 0.0464,
"step": 18500
},
{
"epoch": 1089.0,
"learning_rate": 8.189447236180906e-06,
"loss": 0.0423,
"step": 18525
},
{
"epoch": 1091.0,
"learning_rate": 8.186934673366835e-06,
"loss": 0.0259,
"step": 18550
},
{
"epoch": 1092.0,
"learning_rate": 8.184422110552764e-06,
"loss": 0.0378,
"step": 18575
},
{
"epoch": 1094.0,
"learning_rate": 8.181909547738695e-06,
"loss": 0.0306,
"step": 18600
},
{
"epoch": 1095.0,
"learning_rate": 8.179396984924623e-06,
"loss": 0.0435,
"step": 18625
},
{
"epoch": 1097.0,
"learning_rate": 8.176884422110554e-06,
"loss": 0.0243,
"step": 18650
},
{
"epoch": 1098.0,
"learning_rate": 8.174371859296483e-06,
"loss": 0.0362,
"step": 18675
},
{
"epoch": 1099.0,
"learning_rate": 8.171859296482413e-06,
"loss": 0.035,
"step": 18700
},
{
"epoch": 1101.0,
"learning_rate": 8.169346733668342e-06,
"loss": 0.0376,
"step": 18725
},
{
"epoch": 1102.0,
"learning_rate": 8.166834170854271e-06,
"loss": 0.0333,
"step": 18750
},
{
"epoch": 1104.0,
"learning_rate": 8.164321608040202e-06,
"loss": 0.0196,
"step": 18775
},
{
"epoch": 1105.0,
"learning_rate": 8.161809045226132e-06,
"loss": 0.0464,
"step": 18800
},
{
"epoch": 1107.0,
"learning_rate": 8.159296482412061e-06,
"loss": 0.0389,
"step": 18825
},
{
"epoch": 1108.0,
"learning_rate": 8.15678391959799e-06,
"loss": 0.0423,
"step": 18850
},
{
"epoch": 1110.0,
"learning_rate": 8.154271356783921e-06,
"loss": 0.0383,
"step": 18875
},
{
"epoch": 1111.0,
"learning_rate": 8.151758793969849e-06,
"loss": 0.0372,
"step": 18900
},
{
"epoch": 1113.0,
"learning_rate": 8.14924623115578e-06,
"loss": 0.0295,
"step": 18925
},
{
"epoch": 1114.0,
"learning_rate": 8.14673366834171e-06,
"loss": 0.0306,
"step": 18950
},
{
"epoch": 1116.0,
"learning_rate": 8.144221105527639e-06,
"loss": 0.0314,
"step": 18975
},
{
"epoch": 1117.0,
"learning_rate": 8.14170854271357e-06,
"loss": 0.0292,
"step": 19000
},
{
"epoch": 1117.0,
"eval_loss": 0.45764777064323425,
"eval_runtime": 163.9131,
"eval_samples_per_second": 0.61,
"eval_steps_per_second": 0.104,
"eval_wer": 27.314285714285713,
"step": 19000
},
{
"epoch": 1119.0,
"learning_rate": 8.139195979899497e-06,
"loss": 0.0314,
"step": 19025
},
{
"epoch": 1120.0,
"learning_rate": 8.136683417085428e-06,
"loss": 0.0349,
"step": 19050
},
{
"epoch": 1122.0,
"learning_rate": 8.134170854271358e-06,
"loss": 0.0321,
"step": 19075
},
{
"epoch": 1123.0,
"learning_rate": 8.131658291457287e-06,
"loss": 0.032,
"step": 19100
},
{
"epoch": 1124.0,
"learning_rate": 8.129145728643216e-06,
"loss": 0.0383,
"step": 19125
},
{
"epoch": 1126.0,
"learning_rate": 8.126633165829147e-06,
"loss": 0.0388,
"step": 19150
},
{
"epoch": 1127.0,
"learning_rate": 8.124120603015076e-06,
"loss": 0.0368,
"step": 19175
},
{
"epoch": 1129.0,
"learning_rate": 8.121608040201006e-06,
"loss": 0.0312,
"step": 19200
},
{
"epoch": 1130.0,
"learning_rate": 8.119095477386935e-06,
"loss": 0.0387,
"step": 19225
},
{
"epoch": 1132.0,
"learning_rate": 8.116582914572864e-06,
"loss": 0.0255,
"step": 19250
},
{
"epoch": 1133.0,
"learning_rate": 8.114070351758795e-06,
"loss": 0.0284,
"step": 19275
},
{
"epoch": 1135.0,
"learning_rate": 8.111557788944723e-06,
"loss": 0.0364,
"step": 19300
},
{
"epoch": 1136.0,
"learning_rate": 8.109045226130654e-06,
"loss": 0.024,
"step": 19325
},
{
"epoch": 1138.0,
"learning_rate": 8.106532663316583e-06,
"loss": 0.0272,
"step": 19350
},
{
"epoch": 1139.0,
"learning_rate": 8.104020100502513e-06,
"loss": 0.0318,
"step": 19375
},
{
"epoch": 1141.0,
"learning_rate": 8.101507537688444e-06,
"loss": 0.0425,
"step": 19400
},
{
"epoch": 1142.0,
"learning_rate": 8.098994974874373e-06,
"loss": 0.019,
"step": 19425
},
{
"epoch": 1144.0,
"learning_rate": 8.096482412060302e-06,
"loss": 0.0383,
"step": 19450
},
{
"epoch": 1145.0,
"learning_rate": 8.093969849246232e-06,
"loss": 0.0424,
"step": 19475
},
{
"epoch": 1147.0,
"learning_rate": 8.091457286432161e-06,
"loss": 0.0297,
"step": 19500
},
{
"epoch": 1148.0,
"learning_rate": 8.08894472361809e-06,
"loss": 0.0245,
"step": 19525
},
{
"epoch": 1149.0,
"learning_rate": 8.086432160804021e-06,
"loss": 0.0414,
"step": 19550
},
{
"epoch": 1151.0,
"learning_rate": 8.08391959798995e-06,
"loss": 0.0345,
"step": 19575
},
{
"epoch": 1152.0,
"learning_rate": 8.08140703517588e-06,
"loss": 0.0401,
"step": 19600
},
{
"epoch": 1154.0,
"learning_rate": 8.07889447236181e-06,
"loss": 0.0275,
"step": 19625
},
{
"epoch": 1155.0,
"learning_rate": 8.076381909547739e-06,
"loss": 0.0248,
"step": 19650
},
{
"epoch": 1157.0,
"learning_rate": 8.07386934673367e-06,
"loss": 0.0347,
"step": 19675
},
{
"epoch": 1158.0,
"learning_rate": 8.071356783919599e-06,
"loss": 0.0301,
"step": 19700
},
{
"epoch": 1160.0,
"learning_rate": 8.068844221105528e-06,
"loss": 0.0317,
"step": 19725
},
{
"epoch": 1161.0,
"learning_rate": 8.066331658291458e-06,
"loss": 0.0326,
"step": 19750
},
{
"epoch": 1163.0,
"learning_rate": 8.063819095477387e-06,
"loss": 0.0372,
"step": 19775
},
{
"epoch": 1164.0,
"learning_rate": 8.061306532663318e-06,
"loss": 0.0281,
"step": 19800
},
{
"epoch": 1166.0,
"learning_rate": 8.058793969849247e-06,
"loss": 0.0357,
"step": 19825
},
{
"epoch": 1167.0,
"learning_rate": 8.056381909547739e-06,
"loss": 0.033,
"step": 19850
},
{
"epoch": 1169.0,
"learning_rate": 8.05386934673367e-06,
"loss": 0.0212,
"step": 19875
},
{
"epoch": 1170.0,
"learning_rate": 8.051356783919598e-06,
"loss": 0.026,
"step": 19900
},
{
"epoch": 1172.0,
"learning_rate": 8.048844221105529e-06,
"loss": 0.0337,
"step": 19925
},
{
"epoch": 1173.0,
"learning_rate": 8.046331658291458e-06,
"loss": 0.0373,
"step": 19950
},
{
"epoch": 1174.0,
"learning_rate": 8.043819095477387e-06,
"loss": 0.0409,
"step": 19975
},
{
"epoch": 1176.0,
"learning_rate": 8.041306532663318e-06,
"loss": 0.0247,
"step": 20000
},
{
"epoch": 1176.0,
"eval_loss": 0.4733918309211731,
"eval_runtime": 165.2895,
"eval_samples_per_second": 0.605,
"eval_steps_per_second": 0.103,
"eval_wer": 28.914285714285715,
"step": 20000
},
{
"epoch": 1177.0,
"learning_rate": 8.038793969849248e-06,
"loss": 0.0274,
"step": 20025
},
{
"epoch": 1179.0,
"learning_rate": 8.036281407035177e-06,
"loss": 0.0247,
"step": 20050
},
{
"epoch": 1180.0,
"learning_rate": 8.033768844221106e-06,
"loss": 0.027,
"step": 20075
},
{
"epoch": 1182.0,
"learning_rate": 8.031256281407036e-06,
"loss": 0.0294,
"step": 20100
},
{
"epoch": 1183.0,
"learning_rate": 8.028743718592965e-06,
"loss": 0.025,
"step": 20125
},
{
"epoch": 1185.0,
"learning_rate": 8.026231155778896e-06,
"loss": 0.0352,
"step": 20150
},
{
"epoch": 1186.0,
"learning_rate": 8.023718592964824e-06,
"loss": 0.0391,
"step": 20175
},
{
"epoch": 1188.0,
"learning_rate": 8.021206030150755e-06,
"loss": 0.0347,
"step": 20200
},
{
"epoch": 1189.0,
"learning_rate": 8.018693467336684e-06,
"loss": 0.0273,
"step": 20225
},
{
"epoch": 1191.0,
"learning_rate": 8.016180904522613e-06,
"loss": 0.0274,
"step": 20250
},
{
"epoch": 1192.0,
"learning_rate": 8.013668341708544e-06,
"loss": 0.0206,
"step": 20275
},
{
"epoch": 1194.0,
"learning_rate": 8.011155778894474e-06,
"loss": 0.0263,
"step": 20300
},
{
"epoch": 1195.0,
"learning_rate": 8.008643216080403e-06,
"loss": 0.0234,
"step": 20325
},
{
"epoch": 1197.0,
"learning_rate": 8.006130653266332e-06,
"loss": 0.0383,
"step": 20350
},
{
"epoch": 1198.0,
"learning_rate": 8.003618090452261e-06,
"loss": 0.0404,
"step": 20375
},
{
"epoch": 1199.0,
"learning_rate": 8.001105527638192e-06,
"loss": 0.0239,
"step": 20400
},
{
"epoch": 1201.0,
"learning_rate": 7.998592964824122e-06,
"loss": 0.0361,
"step": 20425
},
{
"epoch": 1202.0,
"learning_rate": 7.996080402010051e-06,
"loss": 0.0335,
"step": 20450
},
{
"epoch": 1204.0,
"learning_rate": 7.99356783919598e-06,
"loss": 0.0242,
"step": 20475
},
{
"epoch": 1205.0,
"learning_rate": 7.99105527638191e-06,
"loss": 0.0418,
"step": 20500
},
{
"epoch": 1207.0,
"learning_rate": 7.988542713567839e-06,
"loss": 0.0251,
"step": 20525
},
{
"epoch": 1208.0,
"learning_rate": 7.98603015075377e-06,
"loss": 0.0226,
"step": 20550
},
{
"epoch": 1210.0,
"learning_rate": 7.9835175879397e-06,
"loss": 0.0327,
"step": 20575
},
{
"epoch": 1211.0,
"learning_rate": 7.981005025125629e-06,
"loss": 0.0259,
"step": 20600
},
{
"epoch": 1213.0,
"learning_rate": 7.978492462311558e-06,
"loss": 0.0277,
"step": 20625
},
{
"epoch": 1214.0,
"learning_rate": 7.975979899497487e-06,
"loss": 0.0252,
"step": 20650
},
{
"epoch": 1216.0,
"learning_rate": 7.973467336683418e-06,
"loss": 0.0258,
"step": 20675
},
{
"epoch": 1217.0,
"learning_rate": 7.970954773869348e-06,
"loss": 0.0255,
"step": 20700
},
{
"epoch": 1219.0,
"learning_rate": 7.968442211055277e-06,
"loss": 0.0351,
"step": 20725
},
{
"epoch": 1220.0,
"learning_rate": 7.965929648241206e-06,
"loss": 0.0191,
"step": 20750
},
{
"epoch": 1222.0,
"learning_rate": 7.963417085427136e-06,
"loss": 0.0247,
"step": 20775
},
{
"epoch": 1223.0,
"learning_rate": 7.960904522613065e-06,
"loss": 0.0356,
"step": 20800
},
{
"epoch": 1224.0,
"learning_rate": 7.958391959798996e-06,
"loss": 0.0213,
"step": 20825
},
{
"epoch": 1226.0,
"learning_rate": 7.955879396984925e-06,
"loss": 0.0281,
"step": 20850
},
{
"epoch": 1227.0,
"learning_rate": 7.953366834170855e-06,
"loss": 0.0227,
"step": 20875
},
{
"epoch": 1229.0,
"learning_rate": 7.950854271356786e-06,
"loss": 0.025,
"step": 20900
},
{
"epoch": 1230.0,
"learning_rate": 7.948341708542713e-06,
"loss": 0.0249,
"step": 20925
},
{
"epoch": 1232.0,
"learning_rate": 7.945829145728644e-06,
"loss": 0.024,
"step": 20950
},
{
"epoch": 1233.0,
"learning_rate": 7.943316582914574e-06,
"loss": 0.0299,
"step": 20975
},
{
"epoch": 1235.0,
"learning_rate": 7.940804020100503e-06,
"loss": 0.0229,
"step": 21000
},
{
"epoch": 1235.0,
"eval_loss": 0.4899497330188751,
"eval_runtime": 176.1002,
"eval_samples_per_second": 0.568,
"eval_steps_per_second": 0.097,
"eval_wer": 29.942857142857143,
"step": 21000
},
{
"epoch": 1236.0,
"learning_rate": 7.938291457286434e-06,
"loss": 0.0287,
"step": 21025
},
{
"epoch": 1238.0,
"learning_rate": 7.935778894472362e-06,
"loss": 0.0255,
"step": 21050
},
{
"epoch": 1239.0,
"learning_rate": 7.933266331658293e-06,
"loss": 0.0335,
"step": 21075
},
{
"epoch": 1241.0,
"learning_rate": 7.930753768844222e-06,
"loss": 0.0283,
"step": 21100
},
{
"epoch": 1242.0,
"learning_rate": 7.928241206030151e-06,
"loss": 0.0237,
"step": 21125
},
{
"epoch": 1244.0,
"learning_rate": 7.92572864321608e-06,
"loss": 0.0237,
"step": 21150
},
{
"epoch": 1245.0,
"learning_rate": 7.923216080402012e-06,
"loss": 0.024,
"step": 21175
},
{
"epoch": 1247.0,
"learning_rate": 7.92070351758794e-06,
"loss": 0.0247,
"step": 21200
},
{
"epoch": 1248.0,
"learning_rate": 7.91819095477387e-06,
"loss": 0.0237,
"step": 21225
},
{
"epoch": 1249.0,
"learning_rate": 7.9156783919598e-06,
"loss": 0.0336,
"step": 21250
},
{
"epoch": 1251.0,
"learning_rate": 7.913165829145729e-06,
"loss": 0.0376,
"step": 21275
},
{
"epoch": 1252.0,
"learning_rate": 7.91065326633166e-06,
"loss": 0.0256,
"step": 21300
},
{
"epoch": 1254.0,
"learning_rate": 7.908140703517588e-06,
"loss": 0.0224,
"step": 21325
},
{
"epoch": 1255.0,
"learning_rate": 7.905628140703519e-06,
"loss": 0.0251,
"step": 21350
},
{
"epoch": 1257.0,
"learning_rate": 7.903115577889448e-06,
"loss": 0.0322,
"step": 21375
},
{
"epoch": 1258.0,
"learning_rate": 7.900603015075377e-06,
"loss": 0.0289,
"step": 21400
},
{
"epoch": 1260.0,
"learning_rate": 7.898090452261307e-06,
"loss": 0.0232,
"step": 21425
},
{
"epoch": 1261.0,
"learning_rate": 7.895577889447238e-06,
"loss": 0.0272,
"step": 21450
},
{
"epoch": 1263.0,
"learning_rate": 7.893065326633167e-06,
"loss": 0.0313,
"step": 21475
},
{
"epoch": 1264.0,
"learning_rate": 7.890552763819096e-06,
"loss": 0.0238,
"step": 21500
},
{
"epoch": 1266.0,
"learning_rate": 7.888040201005026e-06,
"loss": 0.0177,
"step": 21525
},
{
"epoch": 1267.0,
"learning_rate": 7.885527638190955e-06,
"loss": 0.0222,
"step": 21550
},
{
"epoch": 1269.0,
"learning_rate": 7.883015075376886e-06,
"loss": 0.0243,
"step": 21575
},
{
"epoch": 1270.0,
"learning_rate": 7.880502512562814e-06,
"loss": 0.0333,
"step": 21600
},
{
"epoch": 1272.0,
"learning_rate": 7.877989949748745e-06,
"loss": 0.021,
"step": 21625
},
{
"epoch": 1273.0,
"learning_rate": 7.875477386934674e-06,
"loss": 0.0246,
"step": 21650
},
{
"epoch": 1274.0,
"learning_rate": 7.872964824120603e-06,
"loss": 0.0254,
"step": 21675
},
{
"epoch": 1276.0,
"learning_rate": 7.870452261306534e-06,
"loss": 0.0307,
"step": 21700
},
{
"epoch": 1277.0,
"learning_rate": 7.867939698492464e-06,
"loss": 0.0252,
"step": 21725
},
{
"epoch": 1279.0,
"learning_rate": 7.865427135678393e-06,
"loss": 0.0172,
"step": 21750
},
{
"epoch": 1280.0,
"learning_rate": 7.862914572864322e-06,
"loss": 0.0166,
"step": 21775
},
{
"epoch": 1282.0,
"learning_rate": 7.860402010050252e-06,
"loss": 0.0182,
"step": 21800
},
{
"epoch": 1283.0,
"learning_rate": 7.857889447236181e-06,
"loss": 0.0327,
"step": 21825
},
{
"epoch": 1285.0,
"learning_rate": 7.855477386934674e-06,
"loss": 0.0186,
"step": 21850
},
{
"epoch": 1286.0,
"learning_rate": 7.852964824120603e-06,
"loss": 0.0322,
"step": 21875
},
{
"epoch": 1288.0,
"learning_rate": 7.850452261306534e-06,
"loss": 0.0286,
"step": 21900
},
{
"epoch": 1289.0,
"learning_rate": 7.847939698492462e-06,
"loss": 0.0242,
"step": 21925
},
{
"epoch": 1291.0,
"learning_rate": 7.845427135678393e-06,
"loss": 0.021,
"step": 21950
},
{
"epoch": 1292.0,
"learning_rate": 7.842914572864322e-06,
"loss": 0.0259,
"step": 21975
},
{
"epoch": 1294.0,
"learning_rate": 7.840402010050252e-06,
"loss": 0.0271,
"step": 22000
},
{
"epoch": 1294.0,
"eval_loss": 0.478964626789093,
"eval_runtime": 164.8228,
"eval_samples_per_second": 0.607,
"eval_steps_per_second": 0.103,
"eval_wer": 28.114285714285714,
"step": 22000
},
{
"epoch": 1295.0,
"learning_rate": 7.837889447236181e-06,
"loss": 0.0171,
"step": 22025
},
{
"epoch": 1297.0,
"learning_rate": 7.83537688442211e-06,
"loss": 0.023,
"step": 22050
},
{
"epoch": 1298.0,
"learning_rate": 7.832864321608041e-06,
"loss": 0.0213,
"step": 22075
},
{
"epoch": 1299.0,
"learning_rate": 7.83035175879397e-06,
"loss": 0.0289,
"step": 22100
},
{
"epoch": 1301.0,
"learning_rate": 7.8278391959799e-06,
"loss": 0.0284,
"step": 22125
},
{
"epoch": 1302.0,
"learning_rate": 7.82532663316583e-06,
"loss": 0.0201,
"step": 22150
},
{
"epoch": 1304.0,
"learning_rate": 7.82281407035176e-06,
"loss": 0.0298,
"step": 22175
},
{
"epoch": 1305.0,
"learning_rate": 7.820301507537688e-06,
"loss": 0.0386,
"step": 22200
},
{
"epoch": 1307.0,
"learning_rate": 7.817788944723619e-06,
"loss": 0.0267,
"step": 22225
},
{
"epoch": 1308.0,
"learning_rate": 7.815276381909548e-06,
"loss": 0.0197,
"step": 22250
},
{
"epoch": 1310.0,
"learning_rate": 7.812763819095478e-06,
"loss": 0.0176,
"step": 22275
},
{
"epoch": 1311.0,
"learning_rate": 7.810251256281409e-06,
"loss": 0.0198,
"step": 22300
},
{
"epoch": 1313.0,
"learning_rate": 7.807738693467336e-06,
"loss": 0.0295,
"step": 22325
},
{
"epoch": 1314.0,
"learning_rate": 7.805226130653267e-06,
"loss": 0.022,
"step": 22350
},
{
"epoch": 1316.0,
"learning_rate": 7.802713567839197e-06,
"loss": 0.0177,
"step": 22375
},
{
"epoch": 1317.0,
"learning_rate": 7.800201005025126e-06,
"loss": 0.0207,
"step": 22400
},
{
"epoch": 1319.0,
"learning_rate": 7.797688442211055e-06,
"loss": 0.0284,
"step": 22425
},
{
"epoch": 1320.0,
"learning_rate": 7.795175879396986e-06,
"loss": 0.038,
"step": 22450
},
{
"epoch": 1322.0,
"learning_rate": 7.792663316582916e-06,
"loss": 0.0301,
"step": 22475
},
{
"epoch": 1323.0,
"learning_rate": 7.790150753768845e-06,
"loss": 0.0298,
"step": 22500
},
{
"epoch": 1324.0,
"learning_rate": 7.787638190954774e-06,
"loss": 0.0219,
"step": 22525
},
{
"epoch": 1326.0,
"learning_rate": 7.785125628140704e-06,
"loss": 0.0323,
"step": 22550
},
{
"epoch": 1327.0,
"learning_rate": 7.782613065326635e-06,
"loss": 0.0212,
"step": 22575
},
{
"epoch": 1329.0,
"learning_rate": 7.780100502512562e-06,
"loss": 0.0218,
"step": 22600
},
{
"epoch": 1330.0,
"learning_rate": 7.777587939698493e-06,
"loss": 0.0198,
"step": 22625
},
{
"epoch": 1332.0,
"learning_rate": 7.775075376884423e-06,
"loss": 0.0231,
"step": 22650
},
{
"epoch": 1333.0,
"learning_rate": 7.772562814070352e-06,
"loss": 0.0212,
"step": 22675
},
{
"epoch": 1335.0,
"learning_rate": 7.770050251256283e-06,
"loss": 0.0321,
"step": 22700
},
{
"epoch": 1336.0,
"learning_rate": 7.767537688442212e-06,
"loss": 0.0192,
"step": 22725
},
{
"epoch": 1338.0,
"learning_rate": 7.765025125628142e-06,
"loss": 0.0189,
"step": 22750
},
{
"epoch": 1339.0,
"learning_rate": 7.762512562814071e-06,
"loss": 0.0218,
"step": 22775
},
{
"epoch": 1341.0,
"learning_rate": 7.76e-06,
"loss": 0.0286,
"step": 22800
},
{
"epoch": 1342.0,
"learning_rate": 7.75748743718593e-06,
"loss": 0.0253,
"step": 22825
},
{
"epoch": 1344.0,
"learning_rate": 7.75497487437186e-06,
"loss": 0.0204,
"step": 22850
},
{
"epoch": 1345.0,
"learning_rate": 7.752462311557788e-06,
"loss": 0.0272,
"step": 22875
},
{
"epoch": 1347.0,
"learning_rate": 7.74994974874372e-06,
"loss": 0.0249,
"step": 22900
},
{
"epoch": 1348.0,
"learning_rate": 7.747437185929649e-06,
"loss": 0.0348,
"step": 22925
},
{
"epoch": 1349.0,
"learning_rate": 7.744924623115578e-06,
"loss": 0.0197,
"step": 22950
},
{
"epoch": 1351.0,
"learning_rate": 7.742412060301509e-06,
"loss": 0.0244,
"step": 22975
},
{
"epoch": 1352.0,
"learning_rate": 7.739899497487438e-06,
"loss": 0.0271,
"step": 23000
},
{
"epoch": 1352.0,
"eval_loss": 0.5011751651763916,
"eval_runtime": 170.2406,
"eval_samples_per_second": 0.587,
"eval_steps_per_second": 0.1,
"eval_wer": 30.17142857142857,
"step": 23000
},
{
"epoch": 1354.0,
"learning_rate": 7.737386934673368e-06,
"loss": 0.0264,
"step": 23025
},
{
"epoch": 1355.0,
"learning_rate": 7.734874371859297e-06,
"loss": 0.0135,
"step": 23050
},
{
"epoch": 1357.0,
"learning_rate": 7.732361809045226e-06,
"loss": 0.0111,
"step": 23075
},
{
"epoch": 1358.0,
"learning_rate": 7.729849246231157e-06,
"loss": 0.0164,
"step": 23100
},
{
"epoch": 1360.0,
"learning_rate": 7.727336683417087e-06,
"loss": 0.0229,
"step": 23125
},
{
"epoch": 1361.0,
"learning_rate": 7.724824120603016e-06,
"loss": 0.0232,
"step": 23150
},
{
"epoch": 1363.0,
"learning_rate": 7.722311557788945e-06,
"loss": 0.0206,
"step": 23175
},
{
"epoch": 1364.0,
"learning_rate": 7.719798994974874e-06,
"loss": 0.0242,
"step": 23200
},
{
"epoch": 1366.0,
"learning_rate": 7.717286432160804e-06,
"loss": 0.0308,
"step": 23225
},
{
"epoch": 1367.0,
"learning_rate": 7.714773869346735e-06,
"loss": 0.0108,
"step": 23250
},
{
"epoch": 1369.0,
"learning_rate": 7.712261306532664e-06,
"loss": 0.0264,
"step": 23275
},
{
"epoch": 1370.0,
"learning_rate": 7.709748743718593e-06,
"loss": 0.02,
"step": 23300
},
{
"epoch": 1372.0,
"learning_rate": 7.707236180904525e-06,
"loss": 0.0279,
"step": 23325
},
{
"epoch": 1373.0,
"learning_rate": 7.704723618090452e-06,
"loss": 0.0236,
"step": 23350
},
{
"epoch": 1374.0,
"learning_rate": 7.702211055276383e-06,
"loss": 0.0189,
"step": 23375
},
{
"epoch": 1376.0,
"learning_rate": 7.699698492462312e-06,
"loss": 0.0203,
"step": 23400
},
{
"epoch": 1377.0,
"learning_rate": 7.697185929648242e-06,
"loss": 0.034,
"step": 23425
},
{
"epoch": 1379.0,
"learning_rate": 7.694673366834171e-06,
"loss": 0.0226,
"step": 23450
},
{
"epoch": 1380.0,
"learning_rate": 7.6921608040201e-06,
"loss": 0.0237,
"step": 23475
},
{
"epoch": 1382.0,
"learning_rate": 7.68964824120603e-06,
"loss": 0.0216,
"step": 23500
},
{
"epoch": 1383.0,
"learning_rate": 7.68713567839196e-06,
"loss": 0.0208,
"step": 23525
},
{
"epoch": 1385.0,
"learning_rate": 7.68462311557789e-06,
"loss": 0.0216,
"step": 23550
},
{
"epoch": 1386.0,
"learning_rate": 7.68211055276382e-06,
"loss": 0.0198,
"step": 23575
},
{
"epoch": 1388.0,
"learning_rate": 7.67959798994975e-06,
"loss": 0.0157,
"step": 23600
},
{
"epoch": 1389.0,
"learning_rate": 7.677085427135678e-06,
"loss": 0.024,
"step": 23625
},
{
"epoch": 1391.0,
"learning_rate": 7.674572864321609e-06,
"loss": 0.0237,
"step": 23650
},
{
"epoch": 1392.0,
"learning_rate": 7.672060301507538e-06,
"loss": 0.0202,
"step": 23675
},
{
"epoch": 1394.0,
"learning_rate": 7.669547738693468e-06,
"loss": 0.0203,
"step": 23700
},
{
"epoch": 1395.0,
"learning_rate": 7.667035175879399e-06,
"loss": 0.0328,
"step": 23725
},
{
"epoch": 1397.0,
"learning_rate": 7.664522613065326e-06,
"loss": 0.0261,
"step": 23750
},
{
"epoch": 1398.0,
"learning_rate": 7.662010050251257e-06,
"loss": 0.0234,
"step": 23775
},
{
"epoch": 1399.0,
"learning_rate": 7.659497487437187e-06,
"loss": 0.0277,
"step": 23800
},
{
"epoch": 1401.0,
"learning_rate": 7.656984924623116e-06,
"loss": 0.0286,
"step": 23825
},
{
"epoch": 1402.0,
"learning_rate": 7.654472361809045e-06,
"loss": 0.0201,
"step": 23850
},
{
"epoch": 1404.0,
"learning_rate": 7.651959798994976e-06,
"loss": 0.0178,
"step": 23875
},
{
"epoch": 1405.0,
"learning_rate": 7.649447236180904e-06,
"loss": 0.0162,
"step": 23900
},
{
"epoch": 1407.0,
"learning_rate": 7.646934673366835e-06,
"loss": 0.0282,
"step": 23925
},
{
"epoch": 1408.0,
"learning_rate": 7.644422110552764e-06,
"loss": 0.0187,
"step": 23950
},
{
"epoch": 1410.0,
"learning_rate": 7.641909547738694e-06,
"loss": 0.0175,
"step": 23975
},
{
"epoch": 1411.0,
"learning_rate": 7.639396984924625e-06,
"loss": 0.0184,
"step": 24000
},
{
"epoch": 1411.0,
"eval_loss": 0.5008236169815063,
"eval_runtime": 169.1896,
"eval_samples_per_second": 0.591,
"eval_steps_per_second": 0.1,
"eval_wer": 27.314285714285713,
"step": 24000
},
{
"epoch": 1413.0,
"learning_rate": 7.636884422110552e-06,
"loss": 0.0271,
"step": 24025
},
{
"epoch": 1414.0,
"learning_rate": 7.634371859296483e-06,
"loss": 0.0211,
"step": 24050
},
{
"epoch": 1416.0,
"learning_rate": 7.631859296482413e-06,
"loss": 0.0147,
"step": 24075
},
{
"epoch": 1417.0,
"learning_rate": 7.629346733668343e-06,
"loss": 0.0222,
"step": 24100
},
{
"epoch": 1419.0,
"learning_rate": 7.626834170854271e-06,
"loss": 0.0224,
"step": 24125
},
{
"epoch": 1420.0,
"learning_rate": 7.6243216080402015e-06,
"loss": 0.0204,
"step": 24150
},
{
"epoch": 1422.0,
"learning_rate": 7.621809045226132e-06,
"loss": 0.0222,
"step": 24175
},
{
"epoch": 1423.0,
"learning_rate": 7.619296482412061e-06,
"loss": 0.0204,
"step": 24200
},
{
"epoch": 1424.0,
"learning_rate": 7.616783919597991e-06,
"loss": 0.0185,
"step": 24225
},
{
"epoch": 1426.0,
"learning_rate": 7.61427135678392e-06,
"loss": 0.018,
"step": 24250
},
{
"epoch": 1427.0,
"learning_rate": 7.61175879396985e-06,
"loss": 0.0139,
"step": 24275
},
{
"epoch": 1429.0,
"learning_rate": 7.609246231155779e-06,
"loss": 0.0175,
"step": 24300
},
{
"epoch": 1430.0,
"learning_rate": 7.606733668341709e-06,
"loss": 0.016,
"step": 24325
},
{
"epoch": 1432.0,
"learning_rate": 7.604221105527639e-06,
"loss": 0.0258,
"step": 24350
},
{
"epoch": 1433.0,
"learning_rate": 7.601708542713569e-06,
"loss": 0.0169,
"step": 24375
},
{
"epoch": 1435.0,
"learning_rate": 7.599195979899499e-06,
"loss": 0.0208,
"step": 24400
},
{
"epoch": 1436.0,
"learning_rate": 7.5966834170854274e-06,
"loss": 0.0215,
"step": 24425
},
{
"epoch": 1438.0,
"learning_rate": 7.594170854271358e-06,
"loss": 0.0192,
"step": 24450
},
{
"epoch": 1439.0,
"learning_rate": 7.591658291457287e-06,
"loss": 0.0236,
"step": 24475
},
{
"epoch": 1441.0,
"learning_rate": 7.589145728643217e-06,
"loss": 0.0253,
"step": 24500
},
{
"epoch": 1442.0,
"learning_rate": 7.5866331658291456e-06,
"loss": 0.02,
"step": 24525
},
{
"epoch": 1444.0,
"learning_rate": 7.584120603015076e-06,
"loss": 0.0142,
"step": 24550
},
{
"epoch": 1445.0,
"learning_rate": 7.581608040201006e-06,
"loss": 0.0234,
"step": 24575
},
{
"epoch": 1447.0,
"learning_rate": 7.579095477386935e-06,
"loss": 0.0192,
"step": 24600
},
{
"epoch": 1448.0,
"learning_rate": 7.576582914572865e-06,
"loss": 0.0161,
"step": 24625
},
{
"epoch": 1449.0,
"learning_rate": 7.574070351758795e-06,
"loss": 0.0201,
"step": 24650
},
{
"epoch": 1451.0,
"learning_rate": 7.571557788944725e-06,
"loss": 0.0214,
"step": 24675
},
{
"epoch": 1452.0,
"learning_rate": 7.569045226130653e-06,
"loss": 0.0242,
"step": 24700
},
{
"epoch": 1454.0,
"learning_rate": 7.5665326633165835e-06,
"loss": 0.0168,
"step": 24725
},
{
"epoch": 1455.0,
"learning_rate": 7.564020100502513e-06,
"loss": 0.0166,
"step": 24750
},
{
"epoch": 1457.0,
"learning_rate": 7.561507537688443e-06,
"loss": 0.0223,
"step": 24775
},
{
"epoch": 1458.0,
"learning_rate": 7.558994974874373e-06,
"loss": 0.0214,
"step": 24800
},
{
"epoch": 1460.0,
"learning_rate": 7.556482412060302e-06,
"loss": 0.0174,
"step": 24825
},
{
"epoch": 1461.0,
"learning_rate": 7.553969849246232e-06,
"loss": 0.0245,
"step": 24850
},
{
"epoch": 1463.0,
"learning_rate": 7.551457286432161e-06,
"loss": 0.0137,
"step": 24875
},
{
"epoch": 1464.0,
"learning_rate": 7.548944723618091e-06,
"loss": 0.0186,
"step": 24900
},
{
"epoch": 1466.0,
"learning_rate": 7.546432160804021e-06,
"loss": 0.0196,
"step": 24925
},
{
"epoch": 1467.0,
"learning_rate": 7.543919597989951e-06,
"loss": 0.0244,
"step": 24950
},
{
"epoch": 1469.0,
"learning_rate": 7.541407035175879e-06,
"loss": 0.0127,
"step": 24975
},
{
"epoch": 1470.0,
"learning_rate": 7.5388944723618095e-06,
"loss": 0.0211,
"step": 25000
},
{
"epoch": 1470.0,
"eval_loss": 0.5118334293365479,
"eval_runtime": 167.4206,
"eval_samples_per_second": 0.597,
"eval_steps_per_second": 0.102,
"eval_wer": 27.65714285714286,
"step": 25000
},
{
"epoch": 1472.0,
"learning_rate": 7.53638190954774e-06,
"loss": 0.0262,
"step": 25025
},
{
"epoch": 1473.0,
"learning_rate": 7.533869346733669e-06,
"loss": 0.014,
"step": 25050
},
{
"epoch": 1474.0,
"learning_rate": 7.531356783919599e-06,
"loss": 0.0144,
"step": 25075
},
{
"epoch": 1476.0,
"learning_rate": 7.528844221105528e-06,
"loss": 0.0164,
"step": 25100
},
{
"epoch": 1477.0,
"learning_rate": 7.526331658291458e-06,
"loss": 0.0167,
"step": 25125
},
{
"epoch": 1479.0,
"learning_rate": 7.523819095477387e-06,
"loss": 0.0145,
"step": 25150
},
{
"epoch": 1480.0,
"learning_rate": 7.521306532663317e-06,
"loss": 0.0138,
"step": 25175
},
{
"epoch": 1482.0,
"learning_rate": 7.5187939698492475e-06,
"loss": 0.0232,
"step": 25200
},
{
"epoch": 1483.0,
"learning_rate": 7.516281407035177e-06,
"loss": 0.0176,
"step": 25225
},
{
"epoch": 1485.0,
"learning_rate": 7.513768844221106e-06,
"loss": 0.0201,
"step": 25250
},
{
"epoch": 1486.0,
"learning_rate": 7.5112562814070354e-06,
"loss": 0.0249,
"step": 25275
},
{
"epoch": 1488.0,
"learning_rate": 7.508743718592966e-06,
"loss": 0.0304,
"step": 25300
},
{
"epoch": 1489.0,
"learning_rate": 7.506231155778895e-06,
"loss": 0.0157,
"step": 25325
},
{
"epoch": 1491.0,
"learning_rate": 7.503718592964825e-06,
"loss": 0.0157,
"step": 25350
},
{
"epoch": 1492.0,
"learning_rate": 7.5012060301507536e-06,
"loss": 0.0132,
"step": 25375
},
{
"epoch": 1494.0,
"learning_rate": 7.498693467336684e-06,
"loss": 0.0273,
"step": 25400
},
{
"epoch": 1495.0,
"learning_rate": 7.496180904522614e-06,
"loss": 0.0186,
"step": 25425
},
{
"epoch": 1497.0,
"learning_rate": 7.493668341708543e-06,
"loss": 0.0116,
"step": 25450
},
{
"epoch": 1498.0,
"learning_rate": 7.491155778894473e-06,
"loss": 0.0209,
"step": 25475
},
{
"epoch": 1499.0,
"learning_rate": 7.488643216080403e-06,
"loss": 0.018,
"step": 25500
},
{
"epoch": 1501.0,
"learning_rate": 7.486130653266333e-06,
"loss": 0.0155,
"step": 25525
},
{
"epoch": 1502.0,
"learning_rate": 7.483618090452261e-06,
"loss": 0.0205,
"step": 25550
},
{
"epoch": 1504.0,
"learning_rate": 7.4811055276381915e-06,
"loss": 0.0221,
"step": 25575
},
{
"epoch": 1505.0,
"learning_rate": 7.478592964824121e-06,
"loss": 0.0205,
"step": 25600
},
{
"epoch": 1507.0,
"learning_rate": 7.476080402010051e-06,
"loss": 0.016,
"step": 25625
},
{
"epoch": 1508.0,
"learning_rate": 7.473567839195981e-06,
"loss": 0.0171,
"step": 25650
},
{
"epoch": 1510.0,
"learning_rate": 7.47105527638191e-06,
"loss": 0.021,
"step": 25675
},
{
"epoch": 1511.0,
"learning_rate": 7.46854271356784e-06,
"loss": 0.0165,
"step": 25700
},
{
"epoch": 1513.0,
"learning_rate": 7.466030150753769e-06,
"loss": 0.0132,
"step": 25725
},
{
"epoch": 1514.0,
"learning_rate": 7.463517587939699e-06,
"loss": 0.0151,
"step": 25750
},
{
"epoch": 1516.0,
"learning_rate": 7.461005025125629e-06,
"loss": 0.0207,
"step": 25775
},
{
"epoch": 1517.0,
"learning_rate": 7.458492462311559e-06,
"loss": 0.0146,
"step": 25800
},
{
"epoch": 1519.0,
"learning_rate": 7.455979899497488e-06,
"loss": 0.0145,
"step": 25825
},
{
"epoch": 1520.0,
"learning_rate": 7.4534673366834175e-06,
"loss": 0.0144,
"step": 25850
},
{
"epoch": 1522.0,
"learning_rate": 7.450954773869348e-06,
"loss": 0.0152,
"step": 25875
},
{
"epoch": 1523.0,
"learning_rate": 7.448442211055277e-06,
"loss": 0.015,
"step": 25900
},
{
"epoch": 1524.0,
"learning_rate": 7.445929648241207e-06,
"loss": 0.019,
"step": 25925
},
{
"epoch": 1526.0,
"learning_rate": 7.443417085427136e-06,
"loss": 0.013,
"step": 25950
},
{
"epoch": 1527.0,
"learning_rate": 7.440904522613066e-06,
"loss": 0.0125,
"step": 25975
},
{
"epoch": 1529.0,
"learning_rate": 7.438391959798995e-06,
"loss": 0.0183,
"step": 26000
},
{
"epoch": 1529.0,
"eval_loss": 0.5397529602050781,
"eval_runtime": 170.1683,
"eval_samples_per_second": 0.588,
"eval_steps_per_second": 0.1,
"eval_wer": 30.057142857142853,
"step": 26000
},
{
"epoch": 1530.0,
"learning_rate": 7.435879396984925e-06,
"loss": 0.022,
"step": 26025
},
{
"epoch": 1532.0,
"learning_rate": 7.4333668341708555e-06,
"loss": 0.0227,
"step": 26050
},
{
"epoch": 1533.0,
"learning_rate": 7.430854271356785e-06,
"loss": 0.0128,
"step": 26075
},
{
"epoch": 1535.0,
"learning_rate": 7.428341708542714e-06,
"loss": 0.0137,
"step": 26100
},
{
"epoch": 1536.0,
"learning_rate": 7.4258291457286434e-06,
"loss": 0.0155,
"step": 26125
},
{
"epoch": 1538.0,
"learning_rate": 7.423316582914574e-06,
"loss": 0.0226,
"step": 26150
},
{
"epoch": 1539.0,
"learning_rate": 7.420804020100503e-06,
"loss": 0.0159,
"step": 26175
},
{
"epoch": 1541.0,
"learning_rate": 7.418291457286433e-06,
"loss": 0.016,
"step": 26200
},
{
"epoch": 1542.0,
"learning_rate": 7.4157788944723616e-06,
"loss": 0.0152,
"step": 26225
},
{
"epoch": 1544.0,
"learning_rate": 7.413266331658292e-06,
"loss": 0.0184,
"step": 26250
},
{
"epoch": 1545.0,
"learning_rate": 7.410753768844222e-06,
"loss": 0.0231,
"step": 26275
},
{
"epoch": 1547.0,
"learning_rate": 7.408241206030151e-06,
"loss": 0.0119,
"step": 26300
},
{
"epoch": 1548.0,
"learning_rate": 7.405728643216081e-06,
"loss": 0.0243,
"step": 26325
},
{
"epoch": 1549.0,
"learning_rate": 7.403216080402011e-06,
"loss": 0.0162,
"step": 26350
},
{
"epoch": 1551.0,
"learning_rate": 7.40070351758794e-06,
"loss": 0.0179,
"step": 26375
},
{
"epoch": 1552.0,
"learning_rate": 7.398190954773869e-06,
"loss": 0.0143,
"step": 26400
},
{
"epoch": 1554.0,
"learning_rate": 7.3956783919597995e-06,
"loss": 0.0124,
"step": 26425
},
{
"epoch": 1555.0,
"learning_rate": 7.39316582914573e-06,
"loss": 0.012,
"step": 26450
},
{
"epoch": 1557.0,
"learning_rate": 7.390653266331659e-06,
"loss": 0.01,
"step": 26475
},
{
"epoch": 1558.0,
"learning_rate": 7.388140703517589e-06,
"loss": 0.0171,
"step": 26500
},
{
"epoch": 1560.0,
"learning_rate": 7.385628140703518e-06,
"loss": 0.0125,
"step": 26525
},
{
"epoch": 1561.0,
"learning_rate": 7.383115577889448e-06,
"loss": 0.0175,
"step": 26550
},
{
"epoch": 1563.0,
"learning_rate": 7.380603015075377e-06,
"loss": 0.0251,
"step": 26575
},
{
"epoch": 1564.0,
"learning_rate": 7.378090452261307e-06,
"loss": 0.0149,
"step": 26600
},
{
"epoch": 1566.0,
"learning_rate": 7.375577889447237e-06,
"loss": 0.0132,
"step": 26625
},
{
"epoch": 1567.0,
"learning_rate": 7.373065326633167e-06,
"loss": 0.0189,
"step": 26650
},
{
"epoch": 1569.0,
"learning_rate": 7.370653266331658e-06,
"loss": 0.0182,
"step": 26675
},
{
"epoch": 1570.0,
"learning_rate": 7.3681407035175886e-06,
"loss": 0.0172,
"step": 26700
},
{
"epoch": 1572.0,
"learning_rate": 7.365628140703518e-06,
"loss": 0.0121,
"step": 26725
},
{
"epoch": 1573.0,
"learning_rate": 7.363115577889448e-06,
"loss": 0.0185,
"step": 26750
},
{
"epoch": 1574.0,
"learning_rate": 7.360603015075377e-06,
"loss": 0.0139,
"step": 26775
},
{
"epoch": 1576.0,
"learning_rate": 7.3580904522613075e-06,
"loss": 0.0103,
"step": 26800
},
{
"epoch": 1577.0,
"learning_rate": 7.355577889447236e-06,
"loss": 0.0158,
"step": 26825
},
{
"epoch": 1579.0,
"learning_rate": 7.353065326633166e-06,
"loss": 0.0193,
"step": 26850
},
{
"epoch": 1580.0,
"learning_rate": 7.350552763819096e-06,
"loss": 0.024,
"step": 26875
},
{
"epoch": 1582.0,
"learning_rate": 7.348140703517589e-06,
"loss": 0.0261,
"step": 26900
},
{
"epoch": 1583.0,
"learning_rate": 7.345628140703518e-06,
"loss": 0.0147,
"step": 26925
},
{
"epoch": 1585.0,
"learning_rate": 7.343115577889448e-06,
"loss": 0.0167,
"step": 26950
},
{
"epoch": 1586.0,
"learning_rate": 7.340603015075377e-06,
"loss": 0.0201,
"step": 26975
},
{
"epoch": 1588.0,
"learning_rate": 7.338090452261307e-06,
"loss": 0.0164,
"step": 27000
},
{
"epoch": 1588.0,
"eval_loss": 0.5005923509597778,
"eval_runtime": 165.5466,
"eval_samples_per_second": 0.604,
"eval_steps_per_second": 0.103,
"eval_wer": 27.314285714285713,
"step": 27000
},
{
"epoch": 1589.0,
"learning_rate": 7.335577889447236e-06,
"loss": 0.0203,
"step": 27025
},
{
"epoch": 1591.0,
"learning_rate": 7.333065326633166e-06,
"loss": 0.0219,
"step": 27050
},
{
"epoch": 1592.0,
"learning_rate": 7.3305527638190966e-06,
"loss": 0.0134,
"step": 27075
},
{
"epoch": 1594.0,
"learning_rate": 7.328040201005026e-06,
"loss": 0.016,
"step": 27100
},
{
"epoch": 1595.0,
"learning_rate": 7.325527638190956e-06,
"loss": 0.0111,
"step": 27125
},
{
"epoch": 1597.0,
"learning_rate": 7.3230150753768845e-06,
"loss": 0.0153,
"step": 27150
},
{
"epoch": 1598.0,
"learning_rate": 7.320502512562815e-06,
"loss": 0.0183,
"step": 27175
},
{
"epoch": 1599.0,
"learning_rate": 7.317989949748744e-06,
"loss": 0.0117,
"step": 27200
},
{
"epoch": 1601.0,
"learning_rate": 7.315477386934674e-06,
"loss": 0.0263,
"step": 27225
},
{
"epoch": 1602.0,
"learning_rate": 7.312964824120604e-06,
"loss": 0.0155,
"step": 27250
},
{
"epoch": 1604.0,
"learning_rate": 7.310452261306533e-06,
"loss": 0.0159,
"step": 27275
},
{
"epoch": 1605.0,
"learning_rate": 7.307939698492463e-06,
"loss": 0.0251,
"step": 27300
},
{
"epoch": 1607.0,
"learning_rate": 7.305427135678392e-06,
"loss": 0.015,
"step": 27325
},
{
"epoch": 1608.0,
"learning_rate": 7.3029145728643225e-06,
"loss": 0.0133,
"step": 27350
},
{
"epoch": 1610.0,
"learning_rate": 7.300402010050252e-06,
"loss": 0.0163,
"step": 27375
},
{
"epoch": 1611.0,
"learning_rate": 7.297889447236182e-06,
"loss": 0.0171,
"step": 27400
},
{
"epoch": 1613.0,
"learning_rate": 7.2953768844221105e-06,
"loss": 0.0216,
"step": 27425
},
{
"epoch": 1614.0,
"learning_rate": 7.292864321608041e-06,
"loss": 0.0166,
"step": 27450
},
{
"epoch": 1616.0,
"learning_rate": 7.290351758793971e-06,
"loss": 0.0132,
"step": 27475
},
{
"epoch": 1617.0,
"learning_rate": 7.2878391959799e-06,
"loss": 0.0143,
"step": 27500
},
{
"epoch": 1619.0,
"learning_rate": 7.28532663316583e-06,
"loss": 0.0122,
"step": 27525
},
{
"epoch": 1620.0,
"learning_rate": 7.282814070351759e-06,
"loss": 0.0166,
"step": 27550
},
{
"epoch": 1622.0,
"learning_rate": 7.280301507537689e-06,
"loss": 0.0165,
"step": 27575
},
{
"epoch": 1623.0,
"learning_rate": 7.277788944723618e-06,
"loss": 0.0173,
"step": 27600
},
{
"epoch": 1624.0,
"learning_rate": 7.2752763819095484e-06,
"loss": 0.017,
"step": 27625
},
{
"epoch": 1626.0,
"learning_rate": 7.272763819095478e-06,
"loss": 0.0149,
"step": 27650
},
{
"epoch": 1627.0,
"learning_rate": 7.270251256281408e-06,
"loss": 0.0169,
"step": 27675
},
{
"epoch": 1629.0,
"learning_rate": 7.267738693467338e-06,
"loss": 0.0192,
"step": 27700
},
{
"epoch": 1630.0,
"learning_rate": 7.265226130653267e-06,
"loss": 0.0184,
"step": 27725
},
{
"epoch": 1632.0,
"learning_rate": 7.262713567839197e-06,
"loss": 0.0174,
"step": 27750
},
{
"epoch": 1633.0,
"learning_rate": 7.260201005025126e-06,
"loss": 0.0146,
"step": 27775
},
{
"epoch": 1635.0,
"learning_rate": 7.257688442211056e-06,
"loss": 0.0122,
"step": 27800
},
{
"epoch": 1636.0,
"learning_rate": 7.255175879396985e-06,
"loss": 0.0108,
"step": 27825
},
{
"epoch": 1638.0,
"learning_rate": 7.252663316582915e-06,
"loss": 0.0166,
"step": 27850
},
{
"epoch": 1639.0,
"learning_rate": 7.250150753768845e-06,
"loss": 0.0138,
"step": 27875
},
{
"epoch": 1641.0,
"learning_rate": 7.247638190954774e-06,
"loss": 0.0146,
"step": 27900
},
{
"epoch": 1642.0,
"learning_rate": 7.2451256281407046e-06,
"loss": 0.0144,
"step": 27925
},
{
"epoch": 1644.0,
"learning_rate": 7.242613065326634e-06,
"loss": 0.0136,
"step": 27950
},
{
"epoch": 1645.0,
"learning_rate": 7.240100502512564e-06,
"loss": 0.0231,
"step": 27975
},
{
"epoch": 1647.0,
"learning_rate": 7.2375879396984925e-06,
"loss": 0.0169,
"step": 28000
},
{
"epoch": 1647.0,
"eval_loss": 0.5059393048286438,
"eval_runtime": 166.3618,
"eval_samples_per_second": 0.601,
"eval_steps_per_second": 0.102,
"eval_wer": 27.085714285714285,
"step": 28000
},
{
"epoch": 1648.0,
"learning_rate": 7.235075376884423e-06,
"loss": 0.0115,
"step": 28025
},
{
"epoch": 1649.0,
"learning_rate": 7.232562814070352e-06,
"loss": 0.02,
"step": 28050
},
{
"epoch": 1651.0,
"learning_rate": 7.230050251256282e-06,
"loss": 0.0163,
"step": 28075
},
{
"epoch": 1652.0,
"learning_rate": 7.227537688442212e-06,
"loss": 0.022,
"step": 28100
},
{
"epoch": 1654.0,
"learning_rate": 7.225025125628141e-06,
"loss": 0.0141,
"step": 28125
},
{
"epoch": 1655.0,
"learning_rate": 7.222512562814071e-06,
"loss": 0.0195,
"step": 28150
},
{
"epoch": 1657.0,
"learning_rate": 7.22e-06,
"loss": 0.0186,
"step": 28175
},
{
"epoch": 1658.0,
"learning_rate": 7.2174874371859305e-06,
"loss": 0.0142,
"step": 28200
},
{
"epoch": 1660.0,
"learning_rate": 7.21497487437186e-06,
"loss": 0.0131,
"step": 28225
},
{
"epoch": 1661.0,
"learning_rate": 7.21246231155779e-06,
"loss": 0.0109,
"step": 28250
},
{
"epoch": 1663.0,
"learning_rate": 7.2099497487437185e-06,
"loss": 0.0168,
"step": 28275
},
{
"epoch": 1664.0,
"learning_rate": 7.207437185929649e-06,
"loss": 0.0176,
"step": 28300
},
{
"epoch": 1666.0,
"learning_rate": 7.204924623115579e-06,
"loss": 0.0084,
"step": 28325
},
{
"epoch": 1667.0,
"learning_rate": 7.202412060301508e-06,
"loss": 0.0159,
"step": 28350
},
{
"epoch": 1669.0,
"learning_rate": 7.199899497487438e-06,
"loss": 0.0185,
"step": 28375
},
{
"epoch": 1670.0,
"learning_rate": 7.197386934673367e-06,
"loss": 0.0188,
"step": 28400
},
{
"epoch": 1672.0,
"learning_rate": 7.194874371859297e-06,
"loss": 0.0145,
"step": 28425
},
{
"epoch": 1673.0,
"learning_rate": 7.192361809045226e-06,
"loss": 0.0184,
"step": 28450
},
{
"epoch": 1674.0,
"learning_rate": 7.1898492462311564e-06,
"loss": 0.013,
"step": 28475
},
{
"epoch": 1676.0,
"learning_rate": 7.187336683417087e-06,
"loss": 0.012,
"step": 28500
},
{
"epoch": 1677.0,
"learning_rate": 7.184824120603016e-06,
"loss": 0.0134,
"step": 28525
},
{
"epoch": 1679.0,
"learning_rate": 7.182311557788946e-06,
"loss": 0.0125,
"step": 28550
},
{
"epoch": 1680.0,
"learning_rate": 7.179798994974875e-06,
"loss": 0.0119,
"step": 28575
},
{
"epoch": 1682.0,
"learning_rate": 7.177286432160805e-06,
"loss": 0.013,
"step": 28600
},
{
"epoch": 1683.0,
"learning_rate": 7.174773869346734e-06,
"loss": 0.0158,
"step": 28625
},
{
"epoch": 1685.0,
"learning_rate": 7.172261306532664e-06,
"loss": 0.0142,
"step": 28650
},
{
"epoch": 1686.0,
"learning_rate": 7.169748743718593e-06,
"loss": 0.0138,
"step": 28675
},
{
"epoch": 1688.0,
"learning_rate": 7.167236180904523e-06,
"loss": 0.0115,
"step": 28700
},
{
"epoch": 1689.0,
"learning_rate": 7.164723618090453e-06,
"loss": 0.0108,
"step": 28725
},
{
"epoch": 1691.0,
"learning_rate": 7.162211055276382e-06,
"loss": 0.0237,
"step": 28750
},
{
"epoch": 1692.0,
"learning_rate": 7.1596984924623126e-06,
"loss": 0.014,
"step": 28775
},
{
"epoch": 1694.0,
"learning_rate": 7.157185929648242e-06,
"loss": 0.0162,
"step": 28800
},
{
"epoch": 1695.0,
"learning_rate": 7.154673366834172e-06,
"loss": 0.0167,
"step": 28825
},
{
"epoch": 1697.0,
"learning_rate": 7.1521608040201005e-06,
"loss": 0.0095,
"step": 28850
},
{
"epoch": 1698.0,
"learning_rate": 7.149648241206031e-06,
"loss": 0.0148,
"step": 28875
},
{
"epoch": 1699.0,
"learning_rate": 7.14713567839196e-06,
"loss": 0.011,
"step": 28900
},
{
"epoch": 1701.0,
"learning_rate": 7.14462311557789e-06,
"loss": 0.0146,
"step": 28925
},
{
"epoch": 1702.0,
"learning_rate": 7.14211055276382e-06,
"loss": 0.011,
"step": 28950
},
{
"epoch": 1704.0,
"learning_rate": 7.139597989949749e-06,
"loss": 0.0208,
"step": 28975
},
{
"epoch": 1705.0,
"learning_rate": 7.137085427135679e-06,
"loss": 0.0147,
"step": 29000
},
{
"epoch": 1705.0,
"eval_loss": 0.5324943661689758,
"eval_runtime": 172.5244,
"eval_samples_per_second": 0.58,
"eval_steps_per_second": 0.099,
"eval_wer": 27.77142857142857,
"step": 29000
},
{
"epoch": 1707.0,
"learning_rate": 7.134572864321608e-06,
"loss": 0.0119,
"step": 29025
},
{
"epoch": 1708.0,
"learning_rate": 7.1320603015075385e-06,
"loss": 0.0147,
"step": 29050
},
{
"epoch": 1710.0,
"learning_rate": 7.129547738693468e-06,
"loss": 0.0148,
"step": 29075
},
{
"epoch": 1711.0,
"learning_rate": 7.127035175879398e-06,
"loss": 0.0093,
"step": 29100
},
{
"epoch": 1713.0,
"learning_rate": 7.1245226130653265e-06,
"loss": 0.0089,
"step": 29125
},
{
"epoch": 1714.0,
"learning_rate": 7.122010050251257e-06,
"loss": 0.0098,
"step": 29150
},
{
"epoch": 1716.0,
"learning_rate": 7.119497487437187e-06,
"loss": 0.0132,
"step": 29175
},
{
"epoch": 1717.0,
"learning_rate": 7.116984924623116e-06,
"loss": 0.0129,
"step": 29200
},
{
"epoch": 1719.0,
"learning_rate": 7.114472361809046e-06,
"loss": 0.0203,
"step": 29225
},
{
"epoch": 1720.0,
"learning_rate": 7.111959798994975e-06,
"loss": 0.018,
"step": 29250
},
{
"epoch": 1722.0,
"learning_rate": 7.109447236180905e-06,
"loss": 0.0143,
"step": 29275
},
{
"epoch": 1723.0,
"learning_rate": 7.106934673366834e-06,
"loss": 0.0089,
"step": 29300
},
{
"epoch": 1724.0,
"learning_rate": 7.1044221105527644e-06,
"loss": 0.0106,
"step": 29325
},
{
"epoch": 1726.0,
"learning_rate": 7.101909547738695e-06,
"loss": 0.0071,
"step": 29350
},
{
"epoch": 1727.0,
"learning_rate": 7.099396984924624e-06,
"loss": 0.0121,
"step": 29375
},
{
"epoch": 1729.0,
"learning_rate": 7.096884422110554e-06,
"loss": 0.0135,
"step": 29400
},
{
"epoch": 1730.0,
"learning_rate": 7.094371859296483e-06,
"loss": 0.0197,
"step": 29425
},
{
"epoch": 1732.0,
"learning_rate": 7.091859296482413e-06,
"loss": 0.0136,
"step": 29450
},
{
"epoch": 1733.0,
"learning_rate": 7.089346733668342e-06,
"loss": 0.018,
"step": 29475
},
{
"epoch": 1735.0,
"learning_rate": 7.086834170854272e-06,
"loss": 0.0212,
"step": 29500
},
{
"epoch": 1736.0,
"learning_rate": 7.084321608040201e-06,
"loss": 0.0113,
"step": 29525
},
{
"epoch": 1738.0,
"learning_rate": 7.081809045226131e-06,
"loss": 0.016,
"step": 29550
},
{
"epoch": 1739.0,
"learning_rate": 7.079296482412061e-06,
"loss": 0.0116,
"step": 29575
},
{
"epoch": 1741.0,
"learning_rate": 7.0768844221105535e-06,
"loss": 0.0216,
"step": 29600
},
{
"epoch": 1742.0,
"learning_rate": 7.074371859296483e-06,
"loss": 0.0214,
"step": 29625
},
{
"epoch": 1744.0,
"learning_rate": 7.071859296482413e-06,
"loss": 0.015,
"step": 29650
},
{
"epoch": 1745.0,
"learning_rate": 7.069346733668342e-06,
"loss": 0.0164,
"step": 29675
},
{
"epoch": 1747.0,
"learning_rate": 7.0668341708542724e-06,
"loss": 0.0151,
"step": 29700
},
{
"epoch": 1748.0,
"learning_rate": 7.064321608040201e-06,
"loss": 0.0089,
"step": 29725
},
{
"epoch": 1749.0,
"learning_rate": 7.061809045226131e-06,
"loss": 0.0088,
"step": 29750
},
{
"epoch": 1751.0,
"learning_rate": 7.059296482412061e-06,
"loss": 0.013,
"step": 29775
},
{
"epoch": 1752.0,
"learning_rate": 7.056783919597991e-06,
"loss": 0.0105,
"step": 29800
},
{
"epoch": 1754.0,
"learning_rate": 7.054271356783921e-06,
"loss": 0.0097,
"step": 29825
},
{
"epoch": 1755.0,
"learning_rate": 7.051758793969849e-06,
"loss": 0.0091,
"step": 29850
},
{
"epoch": 1757.0,
"learning_rate": 7.049246231155779e-06,
"loss": 0.013,
"step": 29875
},
{
"epoch": 1758.0,
"learning_rate": 7.046733668341709e-06,
"loss": 0.0102,
"step": 29900
},
{
"epoch": 1760.0,
"learning_rate": 7.044221105527639e-06,
"loss": 0.0133,
"step": 29925
},
{
"epoch": 1761.0,
"learning_rate": 7.041708542713569e-06,
"loss": 0.0158,
"step": 29950
},
{
"epoch": 1763.0,
"learning_rate": 7.039195979899498e-06,
"loss": 0.0132,
"step": 29975
},
{
"epoch": 1764.0,
"learning_rate": 7.036683417085428e-06,
"loss": 0.0104,
"step": 30000
},
{
"epoch": 1764.0,
"eval_loss": 0.4817672073841095,
"eval_runtime": 167.8285,
"eval_samples_per_second": 0.596,
"eval_steps_per_second": 0.101,
"eval_wer": 26.171428571428574,
"step": 30000
},
{
"epoch": 1766.0,
"learning_rate": 7.034170854271357e-06,
"loss": 0.0122,
"step": 30025
},
{
"epoch": 1767.0,
"learning_rate": 7.031658291457287e-06,
"loss": 0.0105,
"step": 30050
},
{
"epoch": 1769.0,
"learning_rate": 7.0291457286432165e-06,
"loss": 0.0103,
"step": 30075
},
{
"epoch": 1770.0,
"learning_rate": 7.026633165829147e-06,
"loss": 0.0129,
"step": 30100
},
{
"epoch": 1772.0,
"learning_rate": 7.024120603015075e-06,
"loss": 0.01,
"step": 30125
},
{
"epoch": 1773.0,
"learning_rate": 7.021608040201005e-06,
"loss": 0.0132,
"step": 30150
},
{
"epoch": 1774.0,
"learning_rate": 7.0190954773869355e-06,
"loss": 0.0125,
"step": 30175
},
{
"epoch": 1776.0,
"learning_rate": 7.016582914572865e-06,
"loss": 0.0118,
"step": 30200
},
{
"epoch": 1777.0,
"learning_rate": 7.014070351758795e-06,
"loss": 0.0132,
"step": 30225
},
{
"epoch": 1779.0,
"learning_rate": 7.011557788944724e-06,
"loss": 0.0162,
"step": 30250
},
{
"epoch": 1780.0,
"learning_rate": 7.0090452261306545e-06,
"loss": 0.0072,
"step": 30275
},
{
"epoch": 1782.0,
"learning_rate": 7.006532663316583e-06,
"loss": 0.0134,
"step": 30300
},
{
"epoch": 1783.0,
"learning_rate": 7.004020100502513e-06,
"loss": 0.0145,
"step": 30325
},
{
"epoch": 1785.0,
"learning_rate": 7.0015075376884425e-06,
"loss": 0.0151,
"step": 30350
},
{
"epoch": 1786.0,
"learning_rate": 6.998994974874373e-06,
"loss": 0.008,
"step": 30375
},
{
"epoch": 1788.0,
"learning_rate": 6.996482412060303e-06,
"loss": 0.0113,
"step": 30400
},
{
"epoch": 1789.0,
"learning_rate": 6.993969849246231e-06,
"loss": 0.0109,
"step": 30425
},
{
"epoch": 1791.0,
"learning_rate": 6.9914572864321615e-06,
"loss": 0.009,
"step": 30450
},
{
"epoch": 1792.0,
"learning_rate": 6.988944723618091e-06,
"loss": 0.0098,
"step": 30475
},
{
"epoch": 1794.0,
"learning_rate": 6.986432160804021e-06,
"loss": 0.0124,
"step": 30500
},
{
"epoch": 1795.0,
"learning_rate": 6.98391959798995e-06,
"loss": 0.0145,
"step": 30525
},
{
"epoch": 1797.0,
"learning_rate": 6.9814070351758804e-06,
"loss": 0.0162,
"step": 30550
},
{
"epoch": 1798.0,
"learning_rate": 6.97889447236181e-06,
"loss": 0.0116,
"step": 30575
},
{
"epoch": 1799.0,
"learning_rate": 6.976381909547739e-06,
"loss": 0.0139,
"step": 30600
},
{
"epoch": 1801.0,
"learning_rate": 6.973869346733669e-06,
"loss": 0.0141,
"step": 30625
},
{
"epoch": 1802.0,
"learning_rate": 6.971356783919599e-06,
"loss": 0.0164,
"step": 30650
},
{
"epoch": 1804.0,
"learning_rate": 6.968844221105529e-06,
"loss": 0.0135,
"step": 30675
},
{
"epoch": 1805.0,
"learning_rate": 6.966331658291457e-06,
"loss": 0.0096,
"step": 30700
},
{
"epoch": 1807.0,
"learning_rate": 6.963819095477387e-06,
"loss": 0.017,
"step": 30725
},
{
"epoch": 1808.0,
"learning_rate": 6.961306532663317e-06,
"loss": 0.0149,
"step": 30750
},
{
"epoch": 1810.0,
"learning_rate": 6.958793969849247e-06,
"loss": 0.0162,
"step": 30775
},
{
"epoch": 1811.0,
"learning_rate": 6.956281407035177e-06,
"loss": 0.0084,
"step": 30800
},
{
"epoch": 1813.0,
"learning_rate": 6.953768844221106e-06,
"loss": 0.0129,
"step": 30825
},
{
"epoch": 1814.0,
"learning_rate": 6.951256281407036e-06,
"loss": 0.0092,
"step": 30850
},
{
"epoch": 1816.0,
"learning_rate": 6.948743718592965e-06,
"loss": 0.013,
"step": 30875
},
{
"epoch": 1817.0,
"learning_rate": 6.946231155778895e-06,
"loss": 0.0113,
"step": 30900
},
{
"epoch": 1819.0,
"learning_rate": 6.9437185929648245e-06,
"loss": 0.0077,
"step": 30925
},
{
"epoch": 1820.0,
"learning_rate": 6.941206030150755e-06,
"loss": 0.0157,
"step": 30950
},
{
"epoch": 1822.0,
"learning_rate": 6.938693467336683e-06,
"loss": 0.01,
"step": 30975
},
{
"epoch": 1823.0,
"learning_rate": 6.936180904522613e-06,
"loss": 0.0128,
"step": 31000
},
{
"epoch": 1823.0,
"eval_loss": 0.5259056091308594,
"eval_runtime": 171.4433,
"eval_samples_per_second": 0.583,
"eval_steps_per_second": 0.099,
"eval_wer": 28.34285714285714,
"step": 31000
},
{
"epoch": 1824.0,
"learning_rate": 6.9336683417085435e-06,
"loss": 0.0097,
"step": 31025
},
{
"epoch": 1826.0,
"learning_rate": 6.931155778894473e-06,
"loss": 0.0088,
"step": 31050
},
{
"epoch": 1827.0,
"learning_rate": 6.928643216080403e-06,
"loss": 0.0137,
"step": 31075
},
{
"epoch": 1829.0,
"learning_rate": 6.926130653266332e-06,
"loss": 0.0124,
"step": 31100
},
{
"epoch": 1830.0,
"learning_rate": 6.923618090452262e-06,
"loss": 0.0102,
"step": 31125
},
{
"epoch": 1832.0,
"learning_rate": 6.921105527638191e-06,
"loss": 0.0108,
"step": 31150
},
{
"epoch": 1833.0,
"learning_rate": 6.918592964824121e-06,
"loss": 0.0108,
"step": 31175
},
{
"epoch": 1835.0,
"learning_rate": 6.9160804020100505e-06,
"loss": 0.0113,
"step": 31200
},
{
"epoch": 1836.0,
"learning_rate": 6.913567839195981e-06,
"loss": 0.0115,
"step": 31225
},
{
"epoch": 1838.0,
"learning_rate": 6.911055276381911e-06,
"loss": 0.013,
"step": 31250
},
{
"epoch": 1839.0,
"learning_rate": 6.908542713567839e-06,
"loss": 0.0118,
"step": 31275
},
{
"epoch": 1841.0,
"learning_rate": 6.9060301507537695e-06,
"loss": 0.008,
"step": 31300
},
{
"epoch": 1842.0,
"learning_rate": 6.903517587939699e-06,
"loss": 0.0101,
"step": 31325
},
{
"epoch": 1844.0,
"learning_rate": 6.901005025125629e-06,
"loss": 0.0116,
"step": 31350
},
{
"epoch": 1845.0,
"learning_rate": 6.898492462311558e-06,
"loss": 0.0108,
"step": 31375
},
{
"epoch": 1847.0,
"learning_rate": 6.8959798994974884e-06,
"loss": 0.0099,
"step": 31400
},
{
"epoch": 1848.0,
"learning_rate": 6.893467336683418e-06,
"loss": 0.0091,
"step": 31425
},
{
"epoch": 1849.0,
"learning_rate": 6.890954773869347e-06,
"loss": 0.0072,
"step": 31450
},
{
"epoch": 1851.0,
"learning_rate": 6.888442211055277e-06,
"loss": 0.0153,
"step": 31475
},
{
"epoch": 1852.0,
"learning_rate": 6.885929648241207e-06,
"loss": 0.0085,
"step": 31500
},
{
"epoch": 1854.0,
"learning_rate": 6.883417085427137e-06,
"loss": 0.0079,
"step": 31525
},
{
"epoch": 1855.0,
"learning_rate": 6.880904522613065e-06,
"loss": 0.0073,
"step": 31550
},
{
"epoch": 1857.0,
"learning_rate": 6.878391959798995e-06,
"loss": 0.0098,
"step": 31575
},
{
"epoch": 1858.0,
"learning_rate": 6.875879396984925e-06,
"loss": 0.0074,
"step": 31600
},
{
"epoch": 1860.0,
"learning_rate": 6.873366834170855e-06,
"loss": 0.0078,
"step": 31625
},
{
"epoch": 1861.0,
"learning_rate": 6.870854271356785e-06,
"loss": 0.0075,
"step": 31650
},
{
"epoch": 1863.0,
"learning_rate": 6.868341708542714e-06,
"loss": 0.0109,
"step": 31675
},
{
"epoch": 1864.0,
"learning_rate": 6.865829145728644e-06,
"loss": 0.0098,
"step": 31700
},
{
"epoch": 1866.0,
"learning_rate": 6.863316582914573e-06,
"loss": 0.0092,
"step": 31725
},
{
"epoch": 1867.0,
"learning_rate": 6.860804020100503e-06,
"loss": 0.0094,
"step": 31750
},
{
"epoch": 1869.0,
"learning_rate": 6.8582914572864325e-06,
"loss": 0.0095,
"step": 31775
},
{
"epoch": 1870.0,
"learning_rate": 6.855778894472363e-06,
"loss": 0.0111,
"step": 31800
},
{
"epoch": 1872.0,
"learning_rate": 6.853266331658291e-06,
"loss": 0.0131,
"step": 31825
},
{
"epoch": 1873.0,
"learning_rate": 6.850753768844221e-06,
"loss": 0.0075,
"step": 31850
},
{
"epoch": 1874.0,
"learning_rate": 6.8482412060301515e-06,
"loss": 0.0153,
"step": 31875
},
{
"epoch": 1876.0,
"learning_rate": 6.845728643216081e-06,
"loss": 0.0093,
"step": 31900
},
{
"epoch": 1877.0,
"learning_rate": 6.843216080402011e-06,
"loss": 0.0098,
"step": 31925
},
{
"epoch": 1879.0,
"learning_rate": 6.84070351758794e-06,
"loss": 0.0074,
"step": 31950
},
{
"epoch": 1880.0,
"learning_rate": 6.83819095477387e-06,
"loss": 0.0106,
"step": 31975
},
{
"epoch": 1882.0,
"learning_rate": 6.835678391959799e-06,
"loss": 0.0145,
"step": 32000
},
{
"epoch": 1882.0,
"eval_loss": 0.5298639535903931,
"eval_runtime": 168.3817,
"eval_samples_per_second": 0.594,
"eval_steps_per_second": 0.101,
"eval_wer": 26.285714285714285,
"step": 32000
},
{
"epoch": 1883.0,
"learning_rate": 6.833165829145729e-06,
"loss": 0.0126,
"step": 32025
},
{
"epoch": 1885.0,
"learning_rate": 6.830653266331659e-06,
"loss": 0.0138,
"step": 32050
},
{
"epoch": 1886.0,
"learning_rate": 6.828140703517589e-06,
"loss": 0.0226,
"step": 32075
},
{
"epoch": 1888.0,
"learning_rate": 6.825628140703519e-06,
"loss": 0.0069,
"step": 32100
},
{
"epoch": 1889.0,
"learning_rate": 6.823115577889447e-06,
"loss": 0.0126,
"step": 32125
},
{
"epoch": 1891.0,
"learning_rate": 6.8206030150753775e-06,
"loss": 0.0102,
"step": 32150
},
{
"epoch": 1892.0,
"learning_rate": 6.818090452261307e-06,
"loss": 0.0079,
"step": 32175
},
{
"epoch": 1894.0,
"learning_rate": 6.815577889447237e-06,
"loss": 0.0109,
"step": 32200
},
{
"epoch": 1895.0,
"learning_rate": 6.813065326633166e-06,
"loss": 0.0111,
"step": 32225
},
{
"epoch": 1897.0,
"learning_rate": 6.810552763819096e-06,
"loss": 0.0068,
"step": 32250
},
{
"epoch": 1898.0,
"learning_rate": 6.808040201005026e-06,
"loss": 0.0076,
"step": 32275
},
{
"epoch": 1899.0,
"learning_rate": 6.805527638190955e-06,
"loss": 0.0116,
"step": 32300
},
{
"epoch": 1901.0,
"learning_rate": 6.803015075376885e-06,
"loss": 0.011,
"step": 32325
},
{
"epoch": 1902.0,
"learning_rate": 6.800502512562815e-06,
"loss": 0.0159,
"step": 32350
},
{
"epoch": 1904.0,
"learning_rate": 6.797989949748745e-06,
"loss": 0.0138,
"step": 32375
},
{
"epoch": 1905.0,
"learning_rate": 6.795477386934673e-06,
"loss": 0.0157,
"step": 32400
},
{
"epoch": 1907.0,
"learning_rate": 6.792964824120603e-06,
"loss": 0.0082,
"step": 32425
},
{
"epoch": 1908.0,
"learning_rate": 6.790452261306533e-06,
"loss": 0.0107,
"step": 32450
},
{
"epoch": 1910.0,
"learning_rate": 6.787939698492463e-06,
"loss": 0.009,
"step": 32475
},
{
"epoch": 1911.0,
"learning_rate": 6.785427135678393e-06,
"loss": 0.01,
"step": 32500
},
{
"epoch": 1913.0,
"learning_rate": 6.782914572864322e-06,
"loss": 0.0092,
"step": 32525
},
{
"epoch": 1914.0,
"learning_rate": 6.780402010050252e-06,
"loss": 0.0105,
"step": 32550
},
{
"epoch": 1916.0,
"learning_rate": 6.777889447236181e-06,
"loss": 0.0104,
"step": 32575
},
{
"epoch": 1917.0,
"learning_rate": 6.775376884422111e-06,
"loss": 0.0107,
"step": 32600
},
{
"epoch": 1919.0,
"learning_rate": 6.7728643216080405e-06,
"loss": 0.0133,
"step": 32625
},
{
"epoch": 1920.0,
"learning_rate": 6.770351758793971e-06,
"loss": 0.0084,
"step": 32650
},
{
"epoch": 1922.0,
"learning_rate": 6.767839195979901e-06,
"loss": 0.0083,
"step": 32675
},
{
"epoch": 1923.0,
"learning_rate": 6.765326633165829e-06,
"loss": 0.0105,
"step": 32700
},
{
"epoch": 1924.0,
"learning_rate": 6.7628140703517595e-06,
"loss": 0.0076,
"step": 32725
},
{
"epoch": 1926.0,
"learning_rate": 6.760301507537689e-06,
"loss": 0.0115,
"step": 32750
},
{
"epoch": 1927.0,
"learning_rate": 6.757788944723619e-06,
"loss": 0.0136,
"step": 32775
},
{
"epoch": 1929.0,
"learning_rate": 6.755276381909548e-06,
"loss": 0.0165,
"step": 32800
},
{
"epoch": 1930.0,
"learning_rate": 6.752763819095478e-06,
"loss": 0.0066,
"step": 32825
},
{
"epoch": 1932.0,
"learning_rate": 6.750251256281407e-06,
"loss": 0.0104,
"step": 32850
},
{
"epoch": 1933.0,
"learning_rate": 6.747738693467337e-06,
"loss": 0.0082,
"step": 32875
},
{
"epoch": 1935.0,
"learning_rate": 6.745226130653267e-06,
"loss": 0.0103,
"step": 32900
},
{
"epoch": 1936.0,
"learning_rate": 6.742713567839197e-06,
"loss": 0.0088,
"step": 32925
},
{
"epoch": 1938.0,
"learning_rate": 6.740201005025127e-06,
"loss": 0.0111,
"step": 32950
},
{
"epoch": 1939.0,
"learning_rate": 6.737688442211055e-06,
"loss": 0.0067,
"step": 32975
},
{
"epoch": 1941.0,
"learning_rate": 6.7351758793969855e-06,
"loss": 0.0075,
"step": 33000
},
{
"epoch": 1941.0,
"eval_loss": 0.5082035660743713,
"eval_runtime": 168.1697,
"eval_samples_per_second": 0.595,
"eval_steps_per_second": 0.101,
"eval_wer": 27.42857142857143,
"step": 33000
},
{
"epoch": 1942.0,
"learning_rate": 6.732663316582915e-06,
"loss": 0.0126,
"step": 33025
},
{
"epoch": 1944.0,
"learning_rate": 6.730150753768845e-06,
"loss": 0.0074,
"step": 33050
},
{
"epoch": 1945.0,
"learning_rate": 6.727638190954774e-06,
"loss": 0.0122,
"step": 33075
},
{
"epoch": 1947.0,
"learning_rate": 6.725125628140704e-06,
"loss": 0.0089,
"step": 33100
},
{
"epoch": 1948.0,
"learning_rate": 6.722613065326634e-06,
"loss": 0.0103,
"step": 33125
},
{
"epoch": 1949.0,
"learning_rate": 6.720100502512563e-06,
"loss": 0.0085,
"step": 33150
},
{
"epoch": 1951.0,
"learning_rate": 6.717587939698493e-06,
"loss": 0.0095,
"step": 33175
},
{
"epoch": 1952.0,
"learning_rate": 6.715075376884423e-06,
"loss": 0.0055,
"step": 33200
},
{
"epoch": 1954.0,
"learning_rate": 6.712562814070353e-06,
"loss": 0.0064,
"step": 33225
},
{
"epoch": 1955.0,
"learning_rate": 6.710050251256281e-06,
"loss": 0.0097,
"step": 33250
},
{
"epoch": 1957.0,
"learning_rate": 6.707537688442211e-06,
"loss": 0.012,
"step": 33275
},
{
"epoch": 1958.0,
"learning_rate": 6.705025125628142e-06,
"loss": 0.0105,
"step": 33300
},
{
"epoch": 1960.0,
"learning_rate": 6.702512562814071e-06,
"loss": 0.0083,
"step": 33325
},
{
"epoch": 1961.0,
"learning_rate": 6.700000000000001e-06,
"loss": 0.011,
"step": 33350
},
{
"epoch": 1963.0,
"learning_rate": 6.69748743718593e-06,
"loss": 0.009,
"step": 33375
},
{
"epoch": 1964.0,
"learning_rate": 6.69497487437186e-06,
"loss": 0.0144,
"step": 33400
},
{
"epoch": 1966.0,
"learning_rate": 6.692462311557789e-06,
"loss": 0.0122,
"step": 33425
},
{
"epoch": 1967.0,
"learning_rate": 6.689949748743719e-06,
"loss": 0.0109,
"step": 33450
},
{
"epoch": 1969.0,
"learning_rate": 6.6874371859296485e-06,
"loss": 0.0095,
"step": 33475
},
{
"epoch": 1970.0,
"learning_rate": 6.684924623115579e-06,
"loss": 0.0081,
"step": 33500
},
{
"epoch": 1972.0,
"learning_rate": 6.682412060301509e-06,
"loss": 0.0105,
"step": 33525
},
{
"epoch": 1973.0,
"learning_rate": 6.679899497487437e-06,
"loss": 0.0103,
"step": 33550
},
{
"epoch": 1974.0,
"learning_rate": 6.67748743718593e-06,
"loss": 0.0094,
"step": 33575
},
{
"epoch": 1976.0,
"learning_rate": 6.67497487437186e-06,
"loss": 0.0134,
"step": 33600
},
{
"epoch": 1977.0,
"learning_rate": 6.672462311557789e-06,
"loss": 0.0081,
"step": 33625
},
{
"epoch": 1979.0,
"learning_rate": 6.669949748743719e-06,
"loss": 0.0104,
"step": 33650
},
{
"epoch": 1980.0,
"learning_rate": 6.667437185929648e-06,
"loss": 0.0081,
"step": 33675
},
{
"epoch": 1982.0,
"learning_rate": 6.664924623115578e-06,
"loss": 0.0086,
"step": 33700
},
{
"epoch": 1983.0,
"learning_rate": 6.662412060301508e-06,
"loss": 0.0104,
"step": 33725
},
{
"epoch": 1985.0,
"learning_rate": 6.6598994974874375e-06,
"loss": 0.012,
"step": 33750
},
{
"epoch": 1986.0,
"learning_rate": 6.657386934673368e-06,
"loss": 0.007,
"step": 33775
},
{
"epoch": 1988.0,
"learning_rate": 6.654874371859297e-06,
"loss": 0.0114,
"step": 33800
},
{
"epoch": 1989.0,
"learning_rate": 6.652361809045227e-06,
"loss": 0.0113,
"step": 33825
},
{
"epoch": 1991.0,
"learning_rate": 6.649849246231156e-06,
"loss": 0.0078,
"step": 33850
},
{
"epoch": 1992.0,
"learning_rate": 6.647336683417086e-06,
"loss": 0.0045,
"step": 33875
},
{
"epoch": 1994.0,
"learning_rate": 6.644824120603015e-06,
"loss": 0.009,
"step": 33900
},
{
"epoch": 1995.0,
"learning_rate": 6.642311557788945e-06,
"loss": 0.0088,
"step": 33925
},
{
"epoch": 1997.0,
"learning_rate": 6.6397989949748755e-06,
"loss": 0.0065,
"step": 33950
},
{
"epoch": 1998.0,
"learning_rate": 6.637286432160804e-06,
"loss": 0.0094,
"step": 33975
},
{
"epoch": 1999.0,
"learning_rate": 6.634773869346734e-06,
"loss": 0.0087,
"step": 34000
},
{
"epoch": 1999.0,
"eval_loss": 0.514407753944397,
"eval_runtime": 168.9801,
"eval_samples_per_second": 0.592,
"eval_steps_per_second": 0.101,
"eval_wer": 26.62857142857143,
"step": 34000
},
{
"epoch": 2001.0,
"learning_rate": 6.6322613065326635e-06,
"loss": 0.0073,
"step": 34025
},
{
"epoch": 2002.0,
"learning_rate": 6.629748743718594e-06,
"loss": 0.011,
"step": 34050
},
{
"epoch": 2004.0,
"learning_rate": 6.627236180904523e-06,
"loss": 0.0129,
"step": 34075
},
{
"epoch": 2005.0,
"learning_rate": 6.624723618090453e-06,
"loss": 0.0104,
"step": 34100
},
{
"epoch": 2007.0,
"learning_rate": 6.622211055276383e-06,
"loss": 0.0108,
"step": 34125
},
{
"epoch": 2008.0,
"learning_rate": 6.619698492462312e-06,
"loss": 0.0092,
"step": 34150
},
{
"epoch": 2010.0,
"learning_rate": 6.617185929648242e-06,
"loss": 0.0076,
"step": 34175
},
{
"epoch": 2011.0,
"learning_rate": 6.614673366834171e-06,
"loss": 0.0086,
"step": 34200
},
{
"epoch": 2013.0,
"learning_rate": 6.6121608040201015e-06,
"loss": 0.0103,
"step": 34225
},
{
"epoch": 2014.0,
"learning_rate": 6.60964824120603e-06,
"loss": 0.0075,
"step": 34250
},
{
"epoch": 2016.0,
"learning_rate": 6.60713567839196e-06,
"loss": 0.012,
"step": 34275
},
{
"epoch": 2017.0,
"learning_rate": 6.6046231155778894e-06,
"loss": 0.0098,
"step": 34300
},
{
"epoch": 2019.0,
"learning_rate": 6.60211055276382e-06,
"loss": 0.0111,
"step": 34325
},
{
"epoch": 2020.0,
"learning_rate": 6.59959798994975e-06,
"loss": 0.0105,
"step": 34350
},
{
"epoch": 2022.0,
"learning_rate": 6.597085427135679e-06,
"loss": 0.0042,
"step": 34375
},
{
"epoch": 2023.0,
"learning_rate": 6.594572864321609e-06,
"loss": 0.0098,
"step": 34400
},
{
"epoch": 2024.0,
"learning_rate": 6.592060301507538e-06,
"loss": 0.0081,
"step": 34425
},
{
"epoch": 2026.0,
"learning_rate": 6.589547738693468e-06,
"loss": 0.0077,
"step": 34450
},
{
"epoch": 2027.0,
"learning_rate": 6.587035175879397e-06,
"loss": 0.0084,
"step": 34475
},
{
"epoch": 2029.0,
"learning_rate": 6.584522613065327e-06,
"loss": 0.0081,
"step": 34500
},
{
"epoch": 2030.0,
"learning_rate": 6.582010050251256e-06,
"loss": 0.0042,
"step": 34525
},
{
"epoch": 2032.0,
"learning_rate": 6.579497487437186e-06,
"loss": 0.0101,
"step": 34550
},
{
"epoch": 2033.0,
"learning_rate": 6.576984924623116e-06,
"loss": 0.0098,
"step": 34575
},
{
"epoch": 2035.0,
"learning_rate": 6.5744723618090455e-06,
"loss": 0.0163,
"step": 34600
},
{
"epoch": 2036.0,
"learning_rate": 6.571959798994976e-06,
"loss": 0.006,
"step": 34625
},
{
"epoch": 2038.0,
"learning_rate": 6.569447236180905e-06,
"loss": 0.008,
"step": 34650
},
{
"epoch": 2039.0,
"learning_rate": 6.566934673366835e-06,
"loss": 0.0083,
"step": 34675
},
{
"epoch": 2041.0,
"learning_rate": 6.564422110552764e-06,
"loss": 0.0103,
"step": 34700
},
{
"epoch": 2042.0,
"learning_rate": 6.561909547738694e-06,
"loss": 0.0082,
"step": 34725
},
{
"epoch": 2044.0,
"learning_rate": 6.559396984924624e-06,
"loss": 0.0089,
"step": 34750
},
{
"epoch": 2045.0,
"learning_rate": 6.556884422110553e-06,
"loss": 0.0114,
"step": 34775
},
{
"epoch": 2047.0,
"learning_rate": 6.5543718592964835e-06,
"loss": 0.0095,
"step": 34800
},
{
"epoch": 2048.0,
"learning_rate": 6.551859296482412e-06,
"loss": 0.0112,
"step": 34825
},
{
"epoch": 2049.0,
"learning_rate": 6.549346733668342e-06,
"loss": 0.0091,
"step": 34850
},
{
"epoch": 2051.0,
"learning_rate": 6.5468341708542715e-06,
"loss": 0.0093,
"step": 34875
},
{
"epoch": 2052.0,
"learning_rate": 6.544321608040202e-06,
"loss": 0.0057,
"step": 34900
},
{
"epoch": 2054.0,
"learning_rate": 6.541809045226131e-06,
"loss": 0.0058,
"step": 34925
},
{
"epoch": 2055.0,
"learning_rate": 6.539296482412061e-06,
"loss": 0.0055,
"step": 34950
},
{
"epoch": 2057.0,
"learning_rate": 6.536783919597991e-06,
"loss": 0.0123,
"step": 34975
},
{
"epoch": 2058.0,
"learning_rate": 6.534371859296484e-06,
"loss": 0.005,
"step": 35000
},
{
"epoch": 2058.0,
"eval_loss": 0.5590147376060486,
"eval_runtime": 167.2891,
"eval_samples_per_second": 0.598,
"eval_steps_per_second": 0.102,
"eval_wer": 27.085714285714285,
"step": 35000
},
{
"epoch": 2060.0,
"learning_rate": 6.531859296482412e-06,
"loss": 0.0055,
"step": 35025
},
{
"epoch": 2061.0,
"learning_rate": 6.529346733668342e-06,
"loss": 0.0084,
"step": 35050
},
{
"epoch": 2063.0,
"learning_rate": 6.526834170854272e-06,
"loss": 0.0082,
"step": 35075
},
{
"epoch": 2064.0,
"learning_rate": 6.524321608040202e-06,
"loss": 0.0057,
"step": 35100
},
{
"epoch": 2066.0,
"learning_rate": 6.52180904522613e-06,
"loss": 0.0062,
"step": 35125
},
{
"epoch": 2067.0,
"learning_rate": 6.5192964824120605e-06,
"loss": 0.0068,
"step": 35150
},
{
"epoch": 2069.0,
"learning_rate": 6.516783919597991e-06,
"loss": 0.0063,
"step": 35175
},
{
"epoch": 2070.0,
"learning_rate": 6.51427135678392e-06,
"loss": 0.0071,
"step": 35200
},
{
"epoch": 2072.0,
"learning_rate": 6.51175879396985e-06,
"loss": 0.0035,
"step": 35225
},
{
"epoch": 2073.0,
"learning_rate": 6.5092462311557795e-06,
"loss": 0.0145,
"step": 35250
},
{
"epoch": 2074.0,
"learning_rate": 6.50673366834171e-06,
"loss": 0.0135,
"step": 35275
},
{
"epoch": 2076.0,
"learning_rate": 6.504221105527638e-06,
"loss": 0.0071,
"step": 35300
},
{
"epoch": 2077.0,
"learning_rate": 6.501708542713568e-06,
"loss": 0.012,
"step": 35325
},
{
"epoch": 2079.0,
"learning_rate": 6.499195979899498e-06,
"loss": 0.0073,
"step": 35350
},
{
"epoch": 2080.0,
"learning_rate": 6.496683417085428e-06,
"loss": 0.0071,
"step": 35375
},
{
"epoch": 2082.0,
"learning_rate": 6.494170854271358e-06,
"loss": 0.0098,
"step": 35400
},
{
"epoch": 2083.0,
"learning_rate": 6.4916582914572864e-06,
"loss": 0.0063,
"step": 35425
},
{
"epoch": 2085.0,
"learning_rate": 6.489145728643217e-06,
"loss": 0.0073,
"step": 35450
},
{
"epoch": 2086.0,
"learning_rate": 6.486633165829146e-06,
"loss": 0.0057,
"step": 35475
},
{
"epoch": 2088.0,
"learning_rate": 6.484120603015076e-06,
"loss": 0.0102,
"step": 35500
},
{
"epoch": 2089.0,
"learning_rate": 6.4816080402010054e-06,
"loss": 0.0136,
"step": 35525
},
{
"epoch": 2091.0,
"learning_rate": 6.479095477386936e-06,
"loss": 0.0104,
"step": 35550
},
{
"epoch": 2092.0,
"learning_rate": 6.476582914572866e-06,
"loss": 0.0074,
"step": 35575
},
{
"epoch": 2094.0,
"learning_rate": 6.474070351758794e-06,
"loss": 0.0079,
"step": 35600
},
{
"epoch": 2095.0,
"learning_rate": 6.471557788944724e-06,
"loss": 0.0079,
"step": 35625
},
{
"epoch": 2097.0,
"learning_rate": 6.469045226130654e-06,
"loss": 0.0083,
"step": 35650
},
{
"epoch": 2098.0,
"learning_rate": 6.466532663316584e-06,
"loss": 0.0084,
"step": 35675
},
{
"epoch": 2099.0,
"learning_rate": 6.464020100502512e-06,
"loss": 0.0114,
"step": 35700
},
{
"epoch": 2101.0,
"learning_rate": 6.4615075376884426e-06,
"loss": 0.0096,
"step": 35725
},
{
"epoch": 2102.0,
"learning_rate": 6.458994974874372e-06,
"loss": 0.0111,
"step": 35750
},
{
"epoch": 2104.0,
"learning_rate": 6.456482412060302e-06,
"loss": 0.0066,
"step": 35775
},
{
"epoch": 2105.0,
"learning_rate": 6.453969849246232e-06,
"loss": 0.0071,
"step": 35800
},
{
"epoch": 2107.0,
"learning_rate": 6.4514572864321615e-06,
"loss": 0.012,
"step": 35825
},
{
"epoch": 2108.0,
"learning_rate": 6.448944723618092e-06,
"loss": 0.0064,
"step": 35850
},
{
"epoch": 2110.0,
"learning_rate": 6.44643216080402e-06,
"loss": 0.0105,
"step": 35875
},
{
"epoch": 2111.0,
"learning_rate": 6.44391959798995e-06,
"loss": 0.0073,
"step": 35900
},
{
"epoch": 2113.0,
"learning_rate": 6.44140703517588e-06,
"loss": 0.0082,
"step": 35925
},
{
"epoch": 2114.0,
"learning_rate": 6.43889447236181e-06,
"loss": 0.0064,
"step": 35950
},
{
"epoch": 2116.0,
"learning_rate": 6.436381909547738e-06,
"loss": 0.0107,
"step": 35975
},
{
"epoch": 2117.0,
"learning_rate": 6.4338693467336685e-06,
"loss": 0.0099,
"step": 36000
},
{
"epoch": 2117.0,
"eval_loss": 0.5545507669448853,
"eval_runtime": 166.0781,
"eval_samples_per_second": 0.602,
"eval_steps_per_second": 0.102,
"eval_wer": 28.914285714285715,
"step": 36000
},
{
"epoch": 2119.0,
"learning_rate": 6.431356783919599e-06,
"loss": 0.0091,
"step": 36025
},
{
"epoch": 2120.0,
"learning_rate": 6.428844221105528e-06,
"loss": 0.0069,
"step": 36050
},
{
"epoch": 2122.0,
"learning_rate": 6.426331658291458e-06,
"loss": 0.0094,
"step": 36075
},
{
"epoch": 2123.0,
"learning_rate": 6.4238190954773875e-06,
"loss": 0.0054,
"step": 36100
},
{
"epoch": 2124.0,
"learning_rate": 6.421306532663318e-06,
"loss": 0.0096,
"step": 36125
},
{
"epoch": 2126.0,
"learning_rate": 6.418793969849246e-06,
"loss": 0.0062,
"step": 36150
},
{
"epoch": 2127.0,
"learning_rate": 6.416281407035176e-06,
"loss": 0.0094,
"step": 36175
},
{
"epoch": 2129.0,
"learning_rate": 6.4137688442211065e-06,
"loss": 0.0066,
"step": 36200
},
{
"epoch": 2130.0,
"learning_rate": 6.411256281407036e-06,
"loss": 0.0077,
"step": 36225
},
{
"epoch": 2132.0,
"learning_rate": 6.408743718592966e-06,
"loss": 0.0076,
"step": 36250
},
{
"epoch": 2133.0,
"learning_rate": 6.4062311557788944e-06,
"loss": 0.0082,
"step": 36275
},
{
"epoch": 2135.0,
"learning_rate": 6.403718592964825e-06,
"loss": 0.0058,
"step": 36300
},
{
"epoch": 2136.0,
"learning_rate": 6.401206030150754e-06,
"loss": 0.0097,
"step": 36325
},
{
"epoch": 2138.0,
"learning_rate": 6.398693467336684e-06,
"loss": 0.0075,
"step": 36350
},
{
"epoch": 2139.0,
"learning_rate": 6.3961809045226134e-06,
"loss": 0.0051,
"step": 36375
},
{
"epoch": 2141.0,
"learning_rate": 6.393668341708544e-06,
"loss": 0.0064,
"step": 36400
},
{
"epoch": 2142.0,
"learning_rate": 6.391155778894474e-06,
"loss": 0.0061,
"step": 36425
},
{
"epoch": 2144.0,
"learning_rate": 6.388643216080402e-06,
"loss": 0.0069,
"step": 36450
},
{
"epoch": 2145.0,
"learning_rate": 6.386130653266332e-06,
"loss": 0.0103,
"step": 36475
},
{
"epoch": 2147.0,
"learning_rate": 6.383618090452262e-06,
"loss": 0.007,
"step": 36500
},
{
"epoch": 2148.0,
"learning_rate": 6.381105527638192e-06,
"loss": 0.0104,
"step": 36525
},
{
"epoch": 2149.0,
"learning_rate": 6.37859296482412e-06,
"loss": 0.007,
"step": 36550
},
{
"epoch": 2151.0,
"learning_rate": 6.3760804020100506e-06,
"loss": 0.008,
"step": 36575
},
{
"epoch": 2152.0,
"learning_rate": 6.37356783919598e-06,
"loss": 0.0052,
"step": 36600
},
{
"epoch": 2154.0,
"learning_rate": 6.37105527638191e-06,
"loss": 0.0119,
"step": 36625
},
{
"epoch": 2155.0,
"learning_rate": 6.36854271356784e-06,
"loss": 0.007,
"step": 36650
},
{
"epoch": 2157.0,
"learning_rate": 6.3660301507537695e-06,
"loss": 0.0044,
"step": 36675
},
{
"epoch": 2158.0,
"learning_rate": 6.3635175879397e-06,
"loss": 0.0102,
"step": 36700
},
{
"epoch": 2160.0,
"learning_rate": 6.361005025125628e-06,
"loss": 0.0063,
"step": 36725
},
{
"epoch": 2161.0,
"learning_rate": 6.358492462311558e-06,
"loss": 0.0118,
"step": 36750
},
{
"epoch": 2163.0,
"learning_rate": 6.355979899497488e-06,
"loss": 0.0037,
"step": 36775
},
{
"epoch": 2164.0,
"learning_rate": 6.353467336683418e-06,
"loss": 0.0056,
"step": 36800
},
{
"epoch": 2166.0,
"learning_rate": 6.350954773869348e-06,
"loss": 0.0059,
"step": 36825
},
{
"epoch": 2167.0,
"learning_rate": 6.3484422110552765e-06,
"loss": 0.0081,
"step": 36850
},
{
"epoch": 2169.0,
"learning_rate": 6.345929648241207e-06,
"loss": 0.0091,
"step": 36875
},
{
"epoch": 2170.0,
"learning_rate": 6.343417085427136e-06,
"loss": 0.0083,
"step": 36900
},
{
"epoch": 2172.0,
"learning_rate": 6.340904522613066e-06,
"loss": 0.015,
"step": 36925
},
{
"epoch": 2173.0,
"learning_rate": 6.3383919597989955e-06,
"loss": 0.008,
"step": 36950
},
{
"epoch": 2174.0,
"learning_rate": 6.335879396984926e-06,
"loss": 0.0054,
"step": 36975
},
{
"epoch": 2176.0,
"learning_rate": 6.333366834170854e-06,
"loss": 0.007,
"step": 37000
},
{
"epoch": 2176.0,
"eval_loss": 0.5364224910736084,
"eval_runtime": 166.6326,
"eval_samples_per_second": 0.6,
"eval_steps_per_second": 0.102,
"eval_wer": 26.857142857142858,
"step": 37000
},
{
"epoch": 2177.0,
"learning_rate": 6.330854271356784e-06,
"loss": 0.0056,
"step": 37025
},
{
"epoch": 2179.0,
"learning_rate": 6.3283417085427145e-06,
"loss": 0.0169,
"step": 37050
},
{
"epoch": 2180.0,
"learning_rate": 6.325829145728644e-06,
"loss": 0.0117,
"step": 37075
},
{
"epoch": 2182.0,
"learning_rate": 6.323316582914574e-06,
"loss": 0.0067,
"step": 37100
},
{
"epoch": 2183.0,
"learning_rate": 6.3208040201005024e-06,
"loss": 0.0105,
"step": 37125
},
{
"epoch": 2185.0,
"learning_rate": 6.318291457286433e-06,
"loss": 0.0094,
"step": 37150
},
{
"epoch": 2186.0,
"learning_rate": 6.315778894472362e-06,
"loss": 0.0121,
"step": 37175
},
{
"epoch": 2188.0,
"learning_rate": 6.313266331658292e-06,
"loss": 0.0092,
"step": 37200
},
{
"epoch": 2189.0,
"learning_rate": 6.3107537688442214e-06,
"loss": 0.0048,
"step": 37225
},
{
"epoch": 2191.0,
"learning_rate": 6.308241206030152e-06,
"loss": 0.0086,
"step": 37250
},
{
"epoch": 2192.0,
"learning_rate": 6.305728643216082e-06,
"loss": 0.0089,
"step": 37275
},
{
"epoch": 2194.0,
"learning_rate": 6.30321608040201e-06,
"loss": 0.0069,
"step": 37300
},
{
"epoch": 2195.0,
"learning_rate": 6.30070351758794e-06,
"loss": 0.0078,
"step": 37325
},
{
"epoch": 2197.0,
"learning_rate": 6.29819095477387e-06,
"loss": 0.0074,
"step": 37350
},
{
"epoch": 2198.0,
"learning_rate": 6.2956783919598e-06,
"loss": 0.0079,
"step": 37375
},
{
"epoch": 2199.0,
"learning_rate": 6.293165829145728e-06,
"loss": 0.006,
"step": 37400
},
{
"epoch": 2201.0,
"learning_rate": 6.2906532663316586e-06,
"loss": 0.0065,
"step": 37425
},
{
"epoch": 2202.0,
"learning_rate": 6.288140703517589e-06,
"loss": 0.0048,
"step": 37450
},
{
"epoch": 2204.0,
"learning_rate": 6.285628140703518e-06,
"loss": 0.0061,
"step": 37475
},
{
"epoch": 2205.0,
"learning_rate": 6.283115577889448e-06,
"loss": 0.0049,
"step": 37500
},
{
"epoch": 2207.0,
"learning_rate": 6.2806030150753776e-06,
"loss": 0.005,
"step": 37525
},
{
"epoch": 2208.0,
"learning_rate": 6.278090452261308e-06,
"loss": 0.0057,
"step": 37550
},
{
"epoch": 2210.0,
"learning_rate": 6.275577889447236e-06,
"loss": 0.0062,
"step": 37575
},
{
"epoch": 2211.0,
"learning_rate": 6.273065326633166e-06,
"loss": 0.007,
"step": 37600
},
{
"epoch": 2213.0,
"learning_rate": 6.270552763819096e-06,
"loss": 0.0054,
"step": 37625
},
{
"epoch": 2214.0,
"learning_rate": 6.268040201005026e-06,
"loss": 0.0062,
"step": 37650
},
{
"epoch": 2216.0,
"learning_rate": 6.265527638190956e-06,
"loss": 0.0057,
"step": 37675
},
{
"epoch": 2217.0,
"learning_rate": 6.2630150753768845e-06,
"loss": 0.0102,
"step": 37700
},
{
"epoch": 2219.0,
"learning_rate": 6.260502512562815e-06,
"loss": 0.0072,
"step": 37725
},
{
"epoch": 2220.0,
"learning_rate": 6.257989949748744e-06,
"loss": 0.0109,
"step": 37750
},
{
"epoch": 2222.0,
"learning_rate": 6.255477386934674e-06,
"loss": 0.007,
"step": 37775
},
{
"epoch": 2223.0,
"learning_rate": 6.2529648241206035e-06,
"loss": 0.0096,
"step": 37800
},
{
"epoch": 2224.0,
"learning_rate": 6.250452261306534e-06,
"loss": 0.0098,
"step": 37825
},
{
"epoch": 2226.0,
"learning_rate": 6.247939698492462e-06,
"loss": 0.0062,
"step": 37850
},
{
"epoch": 2227.0,
"learning_rate": 6.245427135678392e-06,
"loss": 0.0069,
"step": 37875
},
{
"epoch": 2229.0,
"learning_rate": 6.2429145728643225e-06,
"loss": 0.0093,
"step": 37900
},
{
"epoch": 2230.0,
"learning_rate": 6.240402010050252e-06,
"loss": 0.0084,
"step": 37925
},
{
"epoch": 2232.0,
"learning_rate": 6.237889447236182e-06,
"loss": 0.0059,
"step": 37950
},
{
"epoch": 2233.0,
"learning_rate": 6.2353768844221105e-06,
"loss": 0.0071,
"step": 37975
},
{
"epoch": 2235.0,
"learning_rate": 6.232864321608041e-06,
"loss": 0.0045,
"step": 38000
},
{
"epoch": 2235.0,
"eval_loss": 0.557407796382904,
"eval_runtime": 167.0508,
"eval_samples_per_second": 0.599,
"eval_steps_per_second": 0.102,
"eval_wer": 27.200000000000003,
"step": 38000
},
{
"epoch": 2236.0,
"learning_rate": 6.23035175879397e-06,
"loss": 0.006,
"step": 38025
},
{
"epoch": 2238.0,
"learning_rate": 6.2278391959799e-06,
"loss": 0.0072,
"step": 38050
},
{
"epoch": 2239.0,
"learning_rate": 6.22532663316583e-06,
"loss": 0.0054,
"step": 38075
},
{
"epoch": 2241.0,
"learning_rate": 6.22281407035176e-06,
"loss": 0.0044,
"step": 38100
},
{
"epoch": 2242.0,
"learning_rate": 6.220301507537689e-06,
"loss": 0.0088,
"step": 38125
},
{
"epoch": 2244.0,
"learning_rate": 6.217788944723618e-06,
"loss": 0.0085,
"step": 38150
},
{
"epoch": 2245.0,
"learning_rate": 6.2152763819095484e-06,
"loss": 0.0111,
"step": 38175
},
{
"epoch": 2247.0,
"learning_rate": 6.212763819095478e-06,
"loss": 0.0074,
"step": 38200
},
{
"epoch": 2248.0,
"learning_rate": 6.210251256281408e-06,
"loss": 0.0095,
"step": 38225
},
{
"epoch": 2249.0,
"learning_rate": 6.207738693467336e-06,
"loss": 0.0051,
"step": 38250
},
{
"epoch": 2251.0,
"learning_rate": 6.2052261306532666e-06,
"loss": 0.0146,
"step": 38275
},
{
"epoch": 2252.0,
"learning_rate": 6.202713567839197e-06,
"loss": 0.0094,
"step": 38300
},
{
"epoch": 2254.0,
"learning_rate": 6.200201005025126e-06,
"loss": 0.0105,
"step": 38325
},
{
"epoch": 2255.0,
"learning_rate": 6.197688442211056e-06,
"loss": 0.006,
"step": 38350
},
{
"epoch": 2257.0,
"learning_rate": 6.1951758793969856e-06,
"loss": 0.0111,
"step": 38375
},
{
"epoch": 2258.0,
"learning_rate": 6.192663316582916e-06,
"loss": 0.0072,
"step": 38400
},
{
"epoch": 2260.0,
"learning_rate": 6.190150753768844e-06,
"loss": 0.0072,
"step": 38425
},
{
"epoch": 2261.0,
"learning_rate": 6.187638190954774e-06,
"loss": 0.0056,
"step": 38450
},
{
"epoch": 2263.0,
"learning_rate": 6.185125628140704e-06,
"loss": 0.0059,
"step": 38475
},
{
"epoch": 2264.0,
"learning_rate": 6.182613065326634e-06,
"loss": 0.0076,
"step": 38500
},
{
"epoch": 2266.0,
"learning_rate": 6.180100502512564e-06,
"loss": 0.008,
"step": 38525
},
{
"epoch": 2267.0,
"learning_rate": 6.1775879396984925e-06,
"loss": 0.0088,
"step": 38550
},
{
"epoch": 2269.0,
"learning_rate": 6.175075376884423e-06,
"loss": 0.0067,
"step": 38575
},
{
"epoch": 2270.0,
"learning_rate": 6.172562814070352e-06,
"loss": 0.008,
"step": 38600
},
{
"epoch": 2272.0,
"learning_rate": 6.170050251256282e-06,
"loss": 0.0088,
"step": 38625
},
{
"epoch": 2273.0,
"learning_rate": 6.1675376884422115e-06,
"loss": 0.0113,
"step": 38650
},
{
"epoch": 2274.0,
"learning_rate": 6.165025125628142e-06,
"loss": 0.0093,
"step": 38675
},
{
"epoch": 2276.0,
"learning_rate": 6.162512562814071e-06,
"loss": 0.0083,
"step": 38700
},
{
"epoch": 2277.0,
"learning_rate": 6.16e-06,
"loss": 0.0061,
"step": 38725
},
{
"epoch": 2279.0,
"learning_rate": 6.1574874371859305e-06,
"loss": 0.0065,
"step": 38750
},
{
"epoch": 2280.0,
"learning_rate": 6.15497487437186e-06,
"loss": 0.0055,
"step": 38775
},
{
"epoch": 2282.0,
"learning_rate": 6.15246231155779e-06,
"loss": 0.006,
"step": 38800
},
{
"epoch": 2283.0,
"learning_rate": 6.1499497487437185e-06,
"loss": 0.0077,
"step": 38825
},
{
"epoch": 2285.0,
"learning_rate": 6.147437185929649e-06,
"loss": 0.0082,
"step": 38850
},
{
"epoch": 2286.0,
"learning_rate": 6.144924623115578e-06,
"loss": 0.0071,
"step": 38875
},
{
"epoch": 2288.0,
"learning_rate": 6.142412060301508e-06,
"loss": 0.006,
"step": 38900
},
{
"epoch": 2289.0,
"learning_rate": 6.139899497487438e-06,
"loss": 0.0059,
"step": 38925
},
{
"epoch": 2291.0,
"learning_rate": 6.137386934673368e-06,
"loss": 0.0049,
"step": 38950
},
{
"epoch": 2292.0,
"learning_rate": 6.134874371859297e-06,
"loss": 0.0061,
"step": 38975
},
{
"epoch": 2294.0,
"learning_rate": 6.132361809045226e-06,
"loss": 0.0064,
"step": 39000
},
{
"epoch": 2294.0,
"eval_loss": 0.5051302313804626,
"eval_runtime": 164.9112,
"eval_samples_per_second": 0.606,
"eval_steps_per_second": 0.103,
"eval_wer": 25.71428571428571,
"step": 39000
},
{
"epoch": 2295.0,
"learning_rate": 6.1298492462311564e-06,
"loss": 0.0083,
"step": 39025
},
{
"epoch": 2297.0,
"learning_rate": 6.127336683417086e-06,
"loss": 0.0043,
"step": 39050
},
{
"epoch": 2298.0,
"learning_rate": 6.124824120603016e-06,
"loss": 0.0046,
"step": 39075
},
{
"epoch": 2299.0,
"learning_rate": 6.122311557788944e-06,
"loss": 0.0069,
"step": 39100
},
{
"epoch": 2301.0,
"learning_rate": 6.1197989949748746e-06,
"loss": 0.0107,
"step": 39125
},
{
"epoch": 2302.0,
"learning_rate": 6.117286432160805e-06,
"loss": 0.0051,
"step": 39150
},
{
"epoch": 2304.0,
"learning_rate": 6.114773869346734e-06,
"loss": 0.0086,
"step": 39175
},
{
"epoch": 2305.0,
"learning_rate": 6.112261306532664e-06,
"loss": 0.0061,
"step": 39200
},
{
"epoch": 2307.0,
"learning_rate": 6.1097487437185936e-06,
"loss": 0.0088,
"step": 39225
},
{
"epoch": 2308.0,
"learning_rate": 6.107236180904524e-06,
"loss": 0.0051,
"step": 39250
},
{
"epoch": 2310.0,
"learning_rate": 6.104723618090452e-06,
"loss": 0.007,
"step": 39275
},
{
"epoch": 2311.0,
"learning_rate": 6.102211055276382e-06,
"loss": 0.0043,
"step": 39300
},
{
"epoch": 2313.0,
"learning_rate": 6.0996984924623125e-06,
"loss": 0.006,
"step": 39325
},
{
"epoch": 2314.0,
"learning_rate": 6.097185929648242e-06,
"loss": 0.006,
"step": 39350
},
{
"epoch": 2316.0,
"learning_rate": 6.094673366834172e-06,
"loss": 0.0066,
"step": 39375
},
{
"epoch": 2317.0,
"learning_rate": 6.0921608040201005e-06,
"loss": 0.0096,
"step": 39400
},
{
"epoch": 2319.0,
"learning_rate": 6.089648241206031e-06,
"loss": 0.0089,
"step": 39425
},
{
"epoch": 2320.0,
"learning_rate": 6.08713567839196e-06,
"loss": 0.0056,
"step": 39450
},
{
"epoch": 2322.0,
"learning_rate": 6.08462311557789e-06,
"loss": 0.0103,
"step": 39475
},
{
"epoch": 2323.0,
"learning_rate": 6.0821105527638195e-06,
"loss": 0.0058,
"step": 39500
},
{
"epoch": 2324.0,
"learning_rate": 6.07959798994975e-06,
"loss": 0.0062,
"step": 39525
},
{
"epoch": 2326.0,
"learning_rate": 6.077085427135679e-06,
"loss": 0.0062,
"step": 39550
},
{
"epoch": 2327.0,
"learning_rate": 6.074572864321608e-06,
"loss": 0.0054,
"step": 39575
},
{
"epoch": 2329.0,
"learning_rate": 6.0720603015075385e-06,
"loss": 0.0077,
"step": 39600
},
{
"epoch": 2330.0,
"learning_rate": 6.069547738693468e-06,
"loss": 0.0046,
"step": 39625
},
{
"epoch": 2332.0,
"learning_rate": 6.067035175879398e-06,
"loss": 0.0064,
"step": 39650
},
{
"epoch": 2333.0,
"learning_rate": 6.0645226130653265e-06,
"loss": 0.0069,
"step": 39675
},
{
"epoch": 2335.0,
"learning_rate": 6.062010050251257e-06,
"loss": 0.0057,
"step": 39700
},
{
"epoch": 2336.0,
"learning_rate": 6.059497487437186e-06,
"loss": 0.0066,
"step": 39725
},
{
"epoch": 2338.0,
"learning_rate": 6.056984924623116e-06,
"loss": 0.0065,
"step": 39750
},
{
"epoch": 2339.0,
"learning_rate": 6.054472361809046e-06,
"loss": 0.0061,
"step": 39775
},
{
"epoch": 2341.0,
"learning_rate": 6.051959798994976e-06,
"loss": 0.0081,
"step": 39800
},
{
"epoch": 2342.0,
"learning_rate": 6.049447236180905e-06,
"loss": 0.005,
"step": 39825
},
{
"epoch": 2344.0,
"learning_rate": 6.046934673366834e-06,
"loss": 0.0085,
"step": 39850
},
{
"epoch": 2345.0,
"learning_rate": 6.0444221105527644e-06,
"loss": 0.0052,
"step": 39875
},
{
"epoch": 2347.0,
"learning_rate": 6.041909547738694e-06,
"loss": 0.0049,
"step": 39900
},
{
"epoch": 2348.0,
"learning_rate": 6.039396984924624e-06,
"loss": 0.007,
"step": 39925
},
{
"epoch": 2349.0,
"learning_rate": 6.036884422110554e-06,
"loss": 0.0056,
"step": 39950
},
{
"epoch": 2351.0,
"learning_rate": 6.0343718592964826e-06,
"loss": 0.0061,
"step": 39975
},
{
"epoch": 2352.0,
"learning_rate": 6.031859296482413e-06,
"loss": 0.0079,
"step": 40000
},
{
"epoch": 2352.0,
"eval_loss": 0.524686872959137,
"eval_runtime": 164.0713,
"eval_samples_per_second": 0.609,
"eval_steps_per_second": 0.104,
"eval_wer": 25.942857142857147,
"step": 40000
},
{
"epoch": 2354.0,
"learning_rate": 6.029346733668342e-06,
"loss": 0.0053,
"step": 40025
},
{
"epoch": 2355.0,
"learning_rate": 6.026834170854272e-06,
"loss": 0.0061,
"step": 40050
},
{
"epoch": 2357.0,
"learning_rate": 6.0243216080402016e-06,
"loss": 0.0061,
"step": 40075
},
{
"epoch": 2358.0,
"learning_rate": 6.021809045226131e-06,
"loss": 0.0051,
"step": 40100
},
{
"epoch": 2360.0,
"learning_rate": 6.01929648241206e-06,
"loss": 0.0041,
"step": 40125
},
{
"epoch": 2361.0,
"learning_rate": 6.01678391959799e-06,
"loss": 0.0071,
"step": 40150
},
{
"epoch": 2363.0,
"learning_rate": 6.0142713567839205e-06,
"loss": 0.0051,
"step": 40175
},
{
"epoch": 2364.0,
"learning_rate": 6.01175879396985e-06,
"loss": 0.0068,
"step": 40200
},
{
"epoch": 2366.0,
"learning_rate": 6.00924623115578e-06,
"loss": 0.0089,
"step": 40225
},
{
"epoch": 2367.0,
"learning_rate": 6.0067336683417085e-06,
"loss": 0.0043,
"step": 40250
},
{
"epoch": 2369.0,
"learning_rate": 6.004221105527639e-06,
"loss": 0.0054,
"step": 40275
},
{
"epoch": 2370.0,
"learning_rate": 6.001708542713568e-06,
"loss": 0.0054,
"step": 40300
},
{
"epoch": 2372.0,
"learning_rate": 5.999195979899498e-06,
"loss": 0.0058,
"step": 40325
},
{
"epoch": 2373.0,
"learning_rate": 5.9966834170854275e-06,
"loss": 0.0075,
"step": 40350
},
{
"epoch": 2374.0,
"learning_rate": 5.994170854271358e-06,
"loss": 0.0077,
"step": 40375
},
{
"epoch": 2376.0,
"learning_rate": 5.991658291457287e-06,
"loss": 0.0062,
"step": 40400
},
{
"epoch": 2377.0,
"learning_rate": 5.989145728643216e-06,
"loss": 0.0052,
"step": 40425
},
{
"epoch": 2379.0,
"learning_rate": 5.9866331658291465e-06,
"loss": 0.0057,
"step": 40450
},
{
"epoch": 2380.0,
"learning_rate": 5.984120603015076e-06,
"loss": 0.0037,
"step": 40475
},
{
"epoch": 2382.0,
"learning_rate": 5.981608040201006e-06,
"loss": 0.0065,
"step": 40500
},
{
"epoch": 2383.0,
"learning_rate": 5.9790954773869345e-06,
"loss": 0.0059,
"step": 40525
},
{
"epoch": 2385.0,
"learning_rate": 5.976582914572865e-06,
"loss": 0.0134,
"step": 40550
},
{
"epoch": 2386.0,
"learning_rate": 5.974070351758794e-06,
"loss": 0.0056,
"step": 40575
},
{
"epoch": 2388.0,
"learning_rate": 5.971557788944724e-06,
"loss": 0.0039,
"step": 40600
},
{
"epoch": 2389.0,
"learning_rate": 5.969045226130654e-06,
"loss": 0.0072,
"step": 40625
},
{
"epoch": 2391.0,
"learning_rate": 5.966532663316584e-06,
"loss": 0.0103,
"step": 40650
},
{
"epoch": 2392.0,
"learning_rate": 5.964020100502513e-06,
"loss": 0.0086,
"step": 40675
},
{
"epoch": 2394.0,
"learning_rate": 5.961507537688442e-06,
"loss": 0.0024,
"step": 40700
},
{
"epoch": 2395.0,
"learning_rate": 5.9589949748743724e-06,
"loss": 0.0038,
"step": 40725
},
{
"epoch": 2397.0,
"learning_rate": 5.956482412060302e-06,
"loss": 0.0066,
"step": 40750
},
{
"epoch": 2398.0,
"learning_rate": 5.953969849246232e-06,
"loss": 0.0057,
"step": 40775
},
{
"epoch": 2399.0,
"learning_rate": 5.951457286432162e-06,
"loss": 0.0086,
"step": 40800
},
{
"epoch": 2401.0,
"learning_rate": 5.9489447236180906e-06,
"loss": 0.0176,
"step": 40825
},
{
"epoch": 2402.0,
"learning_rate": 5.946432160804021e-06,
"loss": 0.0062,
"step": 40850
},
{
"epoch": 2404.0,
"learning_rate": 5.94391959798995e-06,
"loss": 0.0082,
"step": 40875
},
{
"epoch": 2405.0,
"learning_rate": 5.94140703517588e-06,
"loss": 0.0063,
"step": 40900
},
{
"epoch": 2407.0,
"learning_rate": 5.9388944723618096e-06,
"loss": 0.0052,
"step": 40925
},
{
"epoch": 2408.0,
"learning_rate": 5.936381909547739e-06,
"loss": 0.0083,
"step": 40950
},
{
"epoch": 2410.0,
"learning_rate": 5.933869346733668e-06,
"loss": 0.0046,
"step": 40975
},
{
"epoch": 2411.0,
"learning_rate": 5.931356783919598e-06,
"loss": 0.0083,
"step": 41000
},
{
"epoch": 2411.0,
"eval_loss": 0.5513765811920166,
"eval_runtime": 163.2913,
"eval_samples_per_second": 0.612,
"eval_steps_per_second": 0.104,
"eval_wer": 25.6,
"step": 41000
},
{
"epoch": 2413.0,
"learning_rate": 5.9288442211055285e-06,
"loss": 0.0043,
"step": 41025
},
{
"epoch": 2414.0,
"learning_rate": 5.926331658291458e-06,
"loss": 0.0052,
"step": 41050
},
{
"epoch": 2416.0,
"learning_rate": 5.923819095477388e-06,
"loss": 0.0068,
"step": 41075
},
{
"epoch": 2417.0,
"learning_rate": 5.9213065326633165e-06,
"loss": 0.0059,
"step": 41100
},
{
"epoch": 2419.0,
"learning_rate": 5.918793969849247e-06,
"loss": 0.0072,
"step": 41125
},
{
"epoch": 2420.0,
"learning_rate": 5.916281407035176e-06,
"loss": 0.0079,
"step": 41150
},
{
"epoch": 2422.0,
"learning_rate": 5.913768844221106e-06,
"loss": 0.0075,
"step": 41175
},
{
"epoch": 2423.0,
"learning_rate": 5.9112562814070355e-06,
"loss": 0.0048,
"step": 41200
},
{
"epoch": 2424.0,
"learning_rate": 5.908743718592965e-06,
"loss": 0.0069,
"step": 41225
},
{
"epoch": 2426.0,
"learning_rate": 5.906231155778895e-06,
"loss": 0.004,
"step": 41250
},
{
"epoch": 2427.0,
"learning_rate": 5.903718592964824e-06,
"loss": 0.0068,
"step": 41275
},
{
"epoch": 2429.0,
"learning_rate": 5.9012060301507545e-06,
"loss": 0.0066,
"step": 41300
},
{
"epoch": 2430.0,
"learning_rate": 5.898693467336684e-06,
"loss": 0.0055,
"step": 41325
},
{
"epoch": 2432.0,
"learning_rate": 5.896180904522614e-06,
"loss": 0.0083,
"step": 41350
},
{
"epoch": 2433.0,
"learning_rate": 5.8936683417085425e-06,
"loss": 0.0082,
"step": 41375
},
{
"epoch": 2435.0,
"learning_rate": 5.891155778894473e-06,
"loss": 0.0046,
"step": 41400
},
{
"epoch": 2436.0,
"learning_rate": 5.888643216080403e-06,
"loss": 0.0085,
"step": 41425
},
{
"epoch": 2438.0,
"learning_rate": 5.886130653266332e-06,
"loss": 0.0062,
"step": 41450
},
{
"epoch": 2439.0,
"learning_rate": 5.883618090452262e-06,
"loss": 0.0068,
"step": 41475
},
{
"epoch": 2441.0,
"learning_rate": 5.881105527638192e-06,
"loss": 0.0089,
"step": 41500
},
{
"epoch": 2442.0,
"learning_rate": 5.878592964824121e-06,
"loss": 0.0061,
"step": 41525
},
{
"epoch": 2444.0,
"learning_rate": 5.87608040201005e-06,
"loss": 0.0077,
"step": 41550
},
{
"epoch": 2445.0,
"learning_rate": 5.8735678391959804e-06,
"loss": 0.0052,
"step": 41575
},
{
"epoch": 2447.0,
"learning_rate": 5.87105527638191e-06,
"loss": 0.0043,
"step": 41600
},
{
"epoch": 2448.0,
"learning_rate": 5.86854271356784e-06,
"loss": 0.0052,
"step": 41625
},
{
"epoch": 2449.0,
"learning_rate": 5.86603015075377e-06,
"loss": 0.0046,
"step": 41650
},
{
"epoch": 2451.0,
"learning_rate": 5.8635175879396986e-06,
"loss": 0.0051,
"step": 41675
},
{
"epoch": 2452.0,
"learning_rate": 5.861005025125629e-06,
"loss": 0.0037,
"step": 41700
},
{
"epoch": 2454.0,
"learning_rate": 5.858492462311558e-06,
"loss": 0.004,
"step": 41725
},
{
"epoch": 2455.0,
"learning_rate": 5.855979899497488e-06,
"loss": 0.0041,
"step": 41750
},
{
"epoch": 2457.0,
"learning_rate": 5.8534673366834176e-06,
"loss": 0.0054,
"step": 41775
},
{
"epoch": 2458.0,
"learning_rate": 5.850954773869347e-06,
"loss": 0.005,
"step": 41800
},
{
"epoch": 2460.0,
"learning_rate": 5.848442211055276e-06,
"loss": 0.0031,
"step": 41825
},
{
"epoch": 2461.0,
"learning_rate": 5.845929648241206e-06,
"loss": 0.0046,
"step": 41850
},
{
"epoch": 2463.0,
"learning_rate": 5.8434170854271366e-06,
"loss": 0.0073,
"step": 41875
},
{
"epoch": 2464.0,
"learning_rate": 5.840904522613066e-06,
"loss": 0.0071,
"step": 41900
},
{
"epoch": 2466.0,
"learning_rate": 5.838391959798996e-06,
"loss": 0.0074,
"step": 41925
},
{
"epoch": 2467.0,
"learning_rate": 5.8358793969849245e-06,
"loss": 0.0047,
"step": 41950
},
{
"epoch": 2469.0,
"learning_rate": 5.833366834170855e-06,
"loss": 0.0043,
"step": 41975
},
{
"epoch": 2470.0,
"learning_rate": 5.830854271356784e-06,
"loss": 0.0101,
"step": 42000
},
{
"epoch": 2470.0,
"eval_loss": 0.5710281133651733,
"eval_runtime": 169.1648,
"eval_samples_per_second": 0.591,
"eval_steps_per_second": 0.1,
"eval_wer": 25.6,
"step": 42000
},
{
"epoch": 2472.0,
"learning_rate": 5.828341708542714e-06,
"loss": 0.006,
"step": 42025
},
{
"epoch": 2473.0,
"learning_rate": 5.825829145728644e-06,
"loss": 0.0079,
"step": 42050
},
{
"epoch": 2474.0,
"learning_rate": 5.823316582914573e-06,
"loss": 0.0067,
"step": 42075
},
{
"epoch": 2476.0,
"learning_rate": 5.820804020100503e-06,
"loss": 0.0071,
"step": 42100
},
{
"epoch": 2477.0,
"learning_rate": 5.818291457286432e-06,
"loss": 0.0057,
"step": 42125
},
{
"epoch": 2479.0,
"learning_rate": 5.8157788944723625e-06,
"loss": 0.0055,
"step": 42150
},
{
"epoch": 2480.0,
"learning_rate": 5.813266331658292e-06,
"loss": 0.0044,
"step": 42175
},
{
"epoch": 2482.0,
"learning_rate": 5.810753768844222e-06,
"loss": 0.0044,
"step": 42200
},
{
"epoch": 2483.0,
"learning_rate": 5.8082412060301505e-06,
"loss": 0.0033,
"step": 42225
},
{
"epoch": 2485.0,
"learning_rate": 5.805728643216081e-06,
"loss": 0.006,
"step": 42250
},
{
"epoch": 2486.0,
"learning_rate": 5.803216080402011e-06,
"loss": 0.005,
"step": 42275
},
{
"epoch": 2488.0,
"learning_rate": 5.80070351758794e-06,
"loss": 0.006,
"step": 42300
},
{
"epoch": 2489.0,
"learning_rate": 5.79819095477387e-06,
"loss": 0.0036,
"step": 42325
},
{
"epoch": 2491.0,
"learning_rate": 5.7956783919598e-06,
"loss": 0.0052,
"step": 42350
},
{
"epoch": 2492.0,
"learning_rate": 5.793165829145729e-06,
"loss": 0.0055,
"step": 42375
},
{
"epoch": 2494.0,
"learning_rate": 5.790653266331658e-06,
"loss": 0.005,
"step": 42400
},
{
"epoch": 2495.0,
"learning_rate": 5.7881407035175884e-06,
"loss": 0.0059,
"step": 42425
},
{
"epoch": 2497.0,
"learning_rate": 5.785628140703518e-06,
"loss": 0.0045,
"step": 42450
},
{
"epoch": 2498.0,
"learning_rate": 5.783115577889448e-06,
"loss": 0.0051,
"step": 42475
},
{
"epoch": 2499.0,
"learning_rate": 5.780603015075378e-06,
"loss": 0.0051,
"step": 42500
},
{
"epoch": 2501.0,
"learning_rate": 5.778090452261307e-06,
"loss": 0.0052,
"step": 42525
},
{
"epoch": 2502.0,
"learning_rate": 5.775577889447237e-06,
"loss": 0.008,
"step": 42550
},
{
"epoch": 2504.0,
"learning_rate": 5.773065326633166e-06,
"loss": 0.0048,
"step": 42575
},
{
"epoch": 2505.0,
"learning_rate": 5.770552763819096e-06,
"loss": 0.0035,
"step": 42600
},
{
"epoch": 2507.0,
"learning_rate": 5.7680402010050256e-06,
"loss": 0.0051,
"step": 42625
},
{
"epoch": 2508.0,
"learning_rate": 5.765527638190955e-06,
"loss": 0.0036,
"step": 42650
},
{
"epoch": 2510.0,
"learning_rate": 5.763015075376885e-06,
"loss": 0.0044,
"step": 42675
},
{
"epoch": 2511.0,
"learning_rate": 5.760502512562814e-06,
"loss": 0.0047,
"step": 42700
},
{
"epoch": 2513.0,
"learning_rate": 5.7579899497487446e-06,
"loss": 0.0079,
"step": 42725
},
{
"epoch": 2514.0,
"learning_rate": 5.755477386934674e-06,
"loss": 0.0043,
"step": 42750
},
{
"epoch": 2516.0,
"learning_rate": 5.752964824120604e-06,
"loss": 0.0038,
"step": 42775
},
{
"epoch": 2517.0,
"learning_rate": 5.7504522613065325e-06,
"loss": 0.0026,
"step": 42800
},
{
"epoch": 2519.0,
"learning_rate": 5.747939698492463e-06,
"loss": 0.0038,
"step": 42825
},
{
"epoch": 2520.0,
"learning_rate": 5.745427135678392e-06,
"loss": 0.0022,
"step": 42850
},
{
"epoch": 2522.0,
"learning_rate": 5.742914572864322e-06,
"loss": 0.0117,
"step": 42875
},
{
"epoch": 2523.0,
"learning_rate": 5.740402010050252e-06,
"loss": 0.0039,
"step": 42900
},
{
"epoch": 2524.0,
"learning_rate": 5.737889447236181e-06,
"loss": 0.0039,
"step": 42925
},
{
"epoch": 2526.0,
"learning_rate": 5.735376884422111e-06,
"loss": 0.0045,
"step": 42950
},
{
"epoch": 2527.0,
"learning_rate": 5.73286432160804e-06,
"loss": 0.0058,
"step": 42975
},
{
"epoch": 2529.0,
"learning_rate": 5.7303517587939705e-06,
"loss": 0.0062,
"step": 43000
},
{
"epoch": 2529.0,
"eval_loss": 0.5829825401306152,
"eval_runtime": 165.1942,
"eval_samples_per_second": 0.605,
"eval_steps_per_second": 0.103,
"eval_wer": 28.000000000000004,
"step": 43000
},
{
"epoch": 2530.0,
"learning_rate": 5.7278391959799e-06,
"loss": 0.0038,
"step": 43025
},
{
"epoch": 2532.0,
"learning_rate": 5.72532663316583e-06,
"loss": 0.0054,
"step": 43050
},
{
"epoch": 2533.0,
"learning_rate": 5.7228140703517585e-06,
"loss": 0.0086,
"step": 43075
},
{
"epoch": 2535.0,
"learning_rate": 5.720301507537689e-06,
"loss": 0.0065,
"step": 43100
},
{
"epoch": 2536.0,
"learning_rate": 5.717788944723619e-06,
"loss": 0.0055,
"step": 43125
},
{
"epoch": 2538.0,
"learning_rate": 5.715276381909548e-06,
"loss": 0.0056,
"step": 43150
},
{
"epoch": 2539.0,
"learning_rate": 5.712763819095478e-06,
"loss": 0.0049,
"step": 43175
},
{
"epoch": 2541.0,
"learning_rate": 5.710251256281407e-06,
"loss": 0.0037,
"step": 43200
},
{
"epoch": 2542.0,
"learning_rate": 5.707738693467337e-06,
"loss": 0.0066,
"step": 43225
},
{
"epoch": 2544.0,
"learning_rate": 5.705226130653266e-06,
"loss": 0.0072,
"step": 43250
},
{
"epoch": 2545.0,
"learning_rate": 5.7027135678391964e-06,
"loss": 0.0049,
"step": 43275
},
{
"epoch": 2547.0,
"learning_rate": 5.700201005025127e-06,
"loss": 0.0037,
"step": 43300
},
{
"epoch": 2548.0,
"learning_rate": 5.697688442211056e-06,
"loss": 0.0039,
"step": 43325
},
{
"epoch": 2549.0,
"learning_rate": 5.695175879396986e-06,
"loss": 0.0056,
"step": 43350
},
{
"epoch": 2551.0,
"learning_rate": 5.692663316582915e-06,
"loss": 0.0061,
"step": 43375
},
{
"epoch": 2552.0,
"learning_rate": 5.690150753768845e-06,
"loss": 0.0048,
"step": 43400
},
{
"epoch": 2554.0,
"learning_rate": 5.687638190954774e-06,
"loss": 0.0052,
"step": 43425
},
{
"epoch": 2555.0,
"learning_rate": 5.685125628140704e-06,
"loss": 0.0066,
"step": 43450
},
{
"epoch": 2557.0,
"learning_rate": 5.6826130653266336e-06,
"loss": 0.0078,
"step": 43475
},
{
"epoch": 2558.0,
"learning_rate": 5.680100502512563e-06,
"loss": 0.0075,
"step": 43500
},
{
"epoch": 2560.0,
"learning_rate": 5.677587939698493e-06,
"loss": 0.0041,
"step": 43525
},
{
"epoch": 2561.0,
"learning_rate": 5.675075376884422e-06,
"loss": 0.0057,
"step": 43550
},
{
"epoch": 2563.0,
"learning_rate": 5.6725628140703526e-06,
"loss": 0.007,
"step": 43575
},
{
"epoch": 2564.0,
"learning_rate": 5.670050251256282e-06,
"loss": 0.0071,
"step": 43600
},
{
"epoch": 2566.0,
"learning_rate": 5.667537688442212e-06,
"loss": 0.0042,
"step": 43625
},
{
"epoch": 2567.0,
"learning_rate": 5.6650251256281405e-06,
"loss": 0.0029,
"step": 43650
},
{
"epoch": 2569.0,
"learning_rate": 5.662512562814071e-06,
"loss": 0.0075,
"step": 43675
},
{
"epoch": 2570.0,
"learning_rate": 5.66e-06,
"loss": 0.0045,
"step": 43700
},
{
"epoch": 2572.0,
"learning_rate": 5.65748743718593e-06,
"loss": 0.0042,
"step": 43725
},
{
"epoch": 2573.0,
"learning_rate": 5.65497487437186e-06,
"loss": 0.0024,
"step": 43750
},
{
"epoch": 2574.0,
"learning_rate": 5.652462311557789e-06,
"loss": 0.0038,
"step": 43775
},
{
"epoch": 2576.0,
"learning_rate": 5.649949748743719e-06,
"loss": 0.0055,
"step": 43800
},
{
"epoch": 2577.0,
"learning_rate": 5.647437185929648e-06,
"loss": 0.0093,
"step": 43825
},
{
"epoch": 2579.0,
"learning_rate": 5.6449246231155785e-06,
"loss": 0.0068,
"step": 43850
},
{
"epoch": 2580.0,
"learning_rate": 5.642412060301508e-06,
"loss": 0.0091,
"step": 43875
},
{
"epoch": 2582.0,
"learning_rate": 5.639899497487438e-06,
"loss": 0.004,
"step": 43900
},
{
"epoch": 2583.0,
"learning_rate": 5.637386934673368e-06,
"loss": 0.0032,
"step": 43925
},
{
"epoch": 2585.0,
"learning_rate": 5.634874371859297e-06,
"loss": 0.0037,
"step": 43950
},
{
"epoch": 2586.0,
"learning_rate": 5.632361809045227e-06,
"loss": 0.0034,
"step": 43975
},
{
"epoch": 2588.0,
"learning_rate": 5.629849246231156e-06,
"loss": 0.0046,
"step": 44000
},
{
"epoch": 2588.0,
"eval_loss": 0.5827962756156921,
"eval_runtime": 167.175,
"eval_samples_per_second": 0.598,
"eval_steps_per_second": 0.102,
"eval_wer": 26.857142857142858,
"step": 44000
},
{
"epoch": 2589.0,
"learning_rate": 5.627336683417086e-06,
"loss": 0.0036,
"step": 44025
},
{
"epoch": 2591.0,
"learning_rate": 5.624824120603015e-06,
"loss": 0.008,
"step": 44050
},
{
"epoch": 2592.0,
"learning_rate": 5.622311557788945e-06,
"loss": 0.0037,
"step": 44075
},
{
"epoch": 2594.0,
"learning_rate": 5.619798994974874e-06,
"loss": 0.0042,
"step": 44100
},
{
"epoch": 2595.0,
"learning_rate": 5.6172864321608044e-06,
"loss": 0.0048,
"step": 44125
},
{
"epoch": 2597.0,
"learning_rate": 5.614773869346735e-06,
"loss": 0.0045,
"step": 44150
},
{
"epoch": 2598.0,
"learning_rate": 5.612261306532664e-06,
"loss": 0.0054,
"step": 44175
},
{
"epoch": 2599.0,
"learning_rate": 5.609748743718594e-06,
"loss": 0.0055,
"step": 44200
},
{
"epoch": 2601.0,
"learning_rate": 5.607236180904523e-06,
"loss": 0.0041,
"step": 44225
},
{
"epoch": 2602.0,
"learning_rate": 5.604723618090453e-06,
"loss": 0.0062,
"step": 44250
},
{
"epoch": 2604.0,
"learning_rate": 5.602211055276382e-06,
"loss": 0.0063,
"step": 44275
},
{
"epoch": 2605.0,
"learning_rate": 5.599698492462312e-06,
"loss": 0.0062,
"step": 44300
},
{
"epoch": 2607.0,
"learning_rate": 5.597185929648241e-06,
"loss": 0.0047,
"step": 44325
},
{
"epoch": 2608.0,
"learning_rate": 5.594673366834171e-06,
"loss": 0.0031,
"step": 44350
},
{
"epoch": 2610.0,
"learning_rate": 5.592160804020101e-06,
"loss": 0.0067,
"step": 44375
},
{
"epoch": 2611.0,
"learning_rate": 5.58964824120603e-06,
"loss": 0.0043,
"step": 44400
},
{
"epoch": 2613.0,
"learning_rate": 5.5871356783919606e-06,
"loss": 0.0055,
"step": 44425
},
{
"epoch": 2614.0,
"learning_rate": 5.58462311557789e-06,
"loss": 0.0067,
"step": 44450
},
{
"epoch": 2616.0,
"learning_rate": 5.58211055276382e-06,
"loss": 0.0052,
"step": 44475
},
{
"epoch": 2617.0,
"learning_rate": 5.5795979899497485e-06,
"loss": 0.0056,
"step": 44500
},
{
"epoch": 2619.0,
"learning_rate": 5.577085427135679e-06,
"loss": 0.0057,
"step": 44525
},
{
"epoch": 2620.0,
"learning_rate": 5.574572864321609e-06,
"loss": 0.0041,
"step": 44550
},
{
"epoch": 2622.0,
"learning_rate": 5.572060301507538e-06,
"loss": 0.0035,
"step": 44575
},
{
"epoch": 2623.0,
"learning_rate": 5.569547738693468e-06,
"loss": 0.0055,
"step": 44600
},
{
"epoch": 2624.0,
"learning_rate": 5.567035175879397e-06,
"loss": 0.0042,
"step": 44625
},
{
"epoch": 2626.0,
"learning_rate": 5.564522613065327e-06,
"loss": 0.0038,
"step": 44650
},
{
"epoch": 2627.0,
"learning_rate": 5.562010050251256e-06,
"loss": 0.0044,
"step": 44675
},
{
"epoch": 2629.0,
"learning_rate": 5.5594974874371865e-06,
"loss": 0.0038,
"step": 44700
},
{
"epoch": 2630.0,
"learning_rate": 5.556984924623116e-06,
"loss": 0.006,
"step": 44725
},
{
"epoch": 2632.0,
"learning_rate": 5.554472361809046e-06,
"loss": 0.0031,
"step": 44750
},
{
"epoch": 2633.0,
"learning_rate": 5.551959798994976e-06,
"loss": 0.0027,
"step": 44775
},
{
"epoch": 2635.0,
"learning_rate": 5.549447236180905e-06,
"loss": 0.0063,
"step": 44800
},
{
"epoch": 2636.0,
"learning_rate": 5.546934673366835e-06,
"loss": 0.0037,
"step": 44825
},
{
"epoch": 2638.0,
"learning_rate": 5.544422110552764e-06,
"loss": 0.0045,
"step": 44850
},
{
"epoch": 2639.0,
"learning_rate": 5.541909547738694e-06,
"loss": 0.0053,
"step": 44875
},
{
"epoch": 2641.0,
"learning_rate": 5.539597989949749e-06,
"loss": 0.0046,
"step": 44900
},
{
"epoch": 2642.0,
"learning_rate": 5.537085427135679e-06,
"loss": 0.0044,
"step": 44925
},
{
"epoch": 2644.0,
"learning_rate": 5.534572864321609e-06,
"loss": 0.0036,
"step": 44950
},
{
"epoch": 2645.0,
"learning_rate": 5.532060301507538e-06,
"loss": 0.0068,
"step": 44975
},
{
"epoch": 2647.0,
"learning_rate": 5.529547738693468e-06,
"loss": 0.0053,
"step": 45000
},
{
"epoch": 2647.0,
"eval_loss": 0.5621368885040283,
"eval_runtime": 166.0604,
"eval_samples_per_second": 0.602,
"eval_steps_per_second": 0.102,
"eval_wer": 27.42857142857143,
"step": 45000
},
{
"epoch": 2648.0,
"learning_rate": 5.527035175879397e-06,
"loss": 0.0051,
"step": 45025
},
{
"epoch": 2649.0,
"learning_rate": 5.524522613065327e-06,
"loss": 0.0039,
"step": 45050
},
{
"epoch": 2651.0,
"learning_rate": 5.522010050251257e-06,
"loss": 0.0047,
"step": 45075
},
{
"epoch": 2652.0,
"learning_rate": 5.519497487437187e-06,
"loss": 0.0088,
"step": 45100
},
{
"epoch": 2654.0,
"learning_rate": 5.516984924623115e-06,
"loss": 0.007,
"step": 45125
},
{
"epoch": 2655.0,
"learning_rate": 5.5144723618090455e-06,
"loss": 0.0017,
"step": 45150
},
{
"epoch": 2657.0,
"learning_rate": 5.511959798994976e-06,
"loss": 0.0031,
"step": 45175
},
{
"epoch": 2658.0,
"learning_rate": 5.509447236180905e-06,
"loss": 0.0048,
"step": 45200
},
{
"epoch": 2660.0,
"learning_rate": 5.506934673366835e-06,
"loss": 0.0037,
"step": 45225
},
{
"epoch": 2661.0,
"learning_rate": 5.504422110552764e-06,
"loss": 0.0044,
"step": 45250
},
{
"epoch": 2663.0,
"learning_rate": 5.501909547738694e-06,
"loss": 0.0021,
"step": 45275
},
{
"epoch": 2664.0,
"learning_rate": 5.499396984924623e-06,
"loss": 0.0052,
"step": 45300
},
{
"epoch": 2666.0,
"learning_rate": 5.496884422110553e-06,
"loss": 0.0042,
"step": 45325
},
{
"epoch": 2667.0,
"learning_rate": 5.494371859296483e-06,
"loss": 0.0043,
"step": 45350
},
{
"epoch": 2669.0,
"learning_rate": 5.491859296482413e-06,
"loss": 0.0031,
"step": 45375
},
{
"epoch": 2670.0,
"learning_rate": 5.489346733668343e-06,
"loss": 0.0056,
"step": 45400
},
{
"epoch": 2672.0,
"learning_rate": 5.4868341708542715e-06,
"loss": 0.0031,
"step": 45425
},
{
"epoch": 2673.0,
"learning_rate": 5.484321608040202e-06,
"loss": 0.0032,
"step": 45450
},
{
"epoch": 2674.0,
"learning_rate": 5.481809045226131e-06,
"loss": 0.0029,
"step": 45475
},
{
"epoch": 2676.0,
"learning_rate": 5.479296482412061e-06,
"loss": 0.0053,
"step": 45500
},
{
"epoch": 2677.0,
"learning_rate": 5.47678391959799e-06,
"loss": 0.0038,
"step": 45525
},
{
"epoch": 2679.0,
"learning_rate": 5.47427135678392e-06,
"loss": 0.0043,
"step": 45550
},
{
"epoch": 2680.0,
"learning_rate": 5.47175879396985e-06,
"loss": 0.0036,
"step": 45575
},
{
"epoch": 2682.0,
"learning_rate": 5.469246231155779e-06,
"loss": 0.0055,
"step": 45600
},
{
"epoch": 2683.0,
"learning_rate": 5.4667336683417095e-06,
"loss": 0.0037,
"step": 45625
},
{
"epoch": 2685.0,
"learning_rate": 5.464221105527639e-06,
"loss": 0.0063,
"step": 45650
},
{
"epoch": 2686.0,
"learning_rate": 5.461708542713569e-06,
"loss": 0.0038,
"step": 45675
},
{
"epoch": 2688.0,
"learning_rate": 5.459195979899497e-06,
"loss": 0.0044,
"step": 45700
},
{
"epoch": 2689.0,
"learning_rate": 5.456683417085428e-06,
"loss": 0.0037,
"step": 45725
},
{
"epoch": 2691.0,
"learning_rate": 5.454170854271357e-06,
"loss": 0.003,
"step": 45750
},
{
"epoch": 2692.0,
"learning_rate": 5.451658291457287e-06,
"loss": 0.0054,
"step": 45775
},
{
"epoch": 2694.0,
"learning_rate": 5.449145728643217e-06,
"loss": 0.0066,
"step": 45800
},
{
"epoch": 2695.0,
"learning_rate": 5.446633165829146e-06,
"loss": 0.0042,
"step": 45825
},
{
"epoch": 2697.0,
"learning_rate": 5.444120603015076e-06,
"loss": 0.0027,
"step": 45850
},
{
"epoch": 2698.0,
"learning_rate": 5.441608040201005e-06,
"loss": 0.0026,
"step": 45875
},
{
"epoch": 2699.0,
"learning_rate": 5.439095477386935e-06,
"loss": 0.003,
"step": 45900
},
{
"epoch": 2701.0,
"learning_rate": 5.436582914572865e-06,
"loss": 0.0056,
"step": 45925
},
{
"epoch": 2702.0,
"learning_rate": 5.434070351758795e-06,
"loss": 0.0042,
"step": 45950
},
{
"epoch": 2704.0,
"learning_rate": 5.431557788944723e-06,
"loss": 0.0046,
"step": 45975
},
{
"epoch": 2705.0,
"learning_rate": 5.4290452261306535e-06,
"loss": 0.0047,
"step": 46000
},
{
"epoch": 2705.0,
"eval_loss": 0.5672851800918579,
"eval_runtime": 168.5135,
"eval_samples_per_second": 0.593,
"eval_steps_per_second": 0.101,
"eval_wer": 25.942857142857147,
"step": 46000
},
{
"epoch": 2707.0,
"learning_rate": 5.426532663316584e-06,
"loss": 0.0039,
"step": 46025
},
{
"epoch": 2708.0,
"learning_rate": 5.424020100502513e-06,
"loss": 0.0049,
"step": 46050
},
{
"epoch": 2710.0,
"learning_rate": 5.421507537688443e-06,
"loss": 0.0062,
"step": 46075
},
{
"epoch": 2711.0,
"learning_rate": 5.418994974874372e-06,
"loss": 0.0058,
"step": 46100
},
{
"epoch": 2713.0,
"learning_rate": 5.416482412060302e-06,
"loss": 0.0065,
"step": 46125
},
{
"epoch": 2714.0,
"learning_rate": 5.413969849246231e-06,
"loss": 0.0046,
"step": 46150
},
{
"epoch": 2716.0,
"learning_rate": 5.411457286432161e-06,
"loss": 0.0036,
"step": 46175
},
{
"epoch": 2717.0,
"learning_rate": 5.4089447236180915e-06,
"loss": 0.0052,
"step": 46200
},
{
"epoch": 2719.0,
"learning_rate": 5.406432160804021e-06,
"loss": 0.003,
"step": 46225
},
{
"epoch": 2720.0,
"learning_rate": 5.403919597989951e-06,
"loss": 0.0058,
"step": 46250
},
{
"epoch": 2722.0,
"learning_rate": 5.4014070351758795e-06,
"loss": 0.0052,
"step": 46275
},
{
"epoch": 2723.0,
"learning_rate": 5.39889447236181e-06,
"loss": 0.0053,
"step": 46300
},
{
"epoch": 2724.0,
"learning_rate": 5.396381909547739e-06,
"loss": 0.0059,
"step": 46325
},
{
"epoch": 2726.0,
"learning_rate": 5.393869346733669e-06,
"loss": 0.0039,
"step": 46350
},
{
"epoch": 2727.0,
"learning_rate": 5.391356783919598e-06,
"loss": 0.0029,
"step": 46375
},
{
"epoch": 2729.0,
"learning_rate": 5.388844221105528e-06,
"loss": 0.0044,
"step": 46400
},
{
"epoch": 2730.0,
"learning_rate": 5.386331658291458e-06,
"loss": 0.0099,
"step": 46425
},
{
"epoch": 2732.0,
"learning_rate": 5.383819095477387e-06,
"loss": 0.0046,
"step": 46450
},
{
"epoch": 2733.0,
"learning_rate": 5.3813065326633175e-06,
"loss": 0.0061,
"step": 46475
},
{
"epoch": 2735.0,
"learning_rate": 5.378793969849247e-06,
"loss": 0.0044,
"step": 46500
},
{
"epoch": 2736.0,
"learning_rate": 5.376281407035177e-06,
"loss": 0.0034,
"step": 46525
},
{
"epoch": 2738.0,
"learning_rate": 5.373768844221105e-06,
"loss": 0.0066,
"step": 46550
},
{
"epoch": 2739.0,
"learning_rate": 5.371256281407036e-06,
"loss": 0.0044,
"step": 46575
},
{
"epoch": 2741.0,
"learning_rate": 5.368743718592965e-06,
"loss": 0.0054,
"step": 46600
},
{
"epoch": 2742.0,
"learning_rate": 5.366231155778895e-06,
"loss": 0.0023,
"step": 46625
},
{
"epoch": 2744.0,
"learning_rate": 5.363718592964825e-06,
"loss": 0.0034,
"step": 46650
},
{
"epoch": 2745.0,
"learning_rate": 5.361206030150754e-06,
"loss": 0.0037,
"step": 46675
},
{
"epoch": 2747.0,
"learning_rate": 5.358693467336684e-06,
"loss": 0.0043,
"step": 46700
},
{
"epoch": 2748.0,
"learning_rate": 5.356180904522613e-06,
"loss": 0.0034,
"step": 46725
},
{
"epoch": 2749.0,
"learning_rate": 5.353668341708543e-06,
"loss": 0.0041,
"step": 46750
},
{
"epoch": 2751.0,
"learning_rate": 5.351155778894473e-06,
"loss": 0.0046,
"step": 46775
},
{
"epoch": 2752.0,
"learning_rate": 5.348643216080403e-06,
"loss": 0.0048,
"step": 46800
},
{
"epoch": 2754.0,
"learning_rate": 5.346130653266332e-06,
"loss": 0.0068,
"step": 46825
},
{
"epoch": 2755.0,
"learning_rate": 5.3436180904522615e-06,
"loss": 0.0044,
"step": 46850
},
{
"epoch": 2757.0,
"learning_rate": 5.341105527638192e-06,
"loss": 0.005,
"step": 46875
},
{
"epoch": 2758.0,
"learning_rate": 5.338592964824121e-06,
"loss": 0.0022,
"step": 46900
},
{
"epoch": 2760.0,
"learning_rate": 5.336080402010051e-06,
"loss": 0.0028,
"step": 46925
},
{
"epoch": 2761.0,
"learning_rate": 5.33356783919598e-06,
"loss": 0.0033,
"step": 46950
},
{
"epoch": 2763.0,
"learning_rate": 5.33105527638191e-06,
"loss": 0.0035,
"step": 46975
},
{
"epoch": 2764.0,
"learning_rate": 5.328542713567839e-06,
"loss": 0.0045,
"step": 47000
},
{
"epoch": 2764.0,
"eval_loss": 0.5220341086387634,
"eval_runtime": 167.8653,
"eval_samples_per_second": 0.596,
"eval_steps_per_second": 0.101,
"eval_wer": 25.6,
"step": 47000
},
{
"epoch": 2766.0,
"learning_rate": 5.326030150753769e-06,
"loss": 0.011,
"step": 47025
},
{
"epoch": 2767.0,
"learning_rate": 5.3235175879396995e-06,
"loss": 0.0055,
"step": 47050
},
{
"epoch": 2769.0,
"learning_rate": 5.321005025125629e-06,
"loss": 0.002,
"step": 47075
},
{
"epoch": 2770.0,
"learning_rate": 5.318492462311558e-06,
"loss": 0.0043,
"step": 47100
},
{
"epoch": 2772.0,
"learning_rate": 5.3159798994974875e-06,
"loss": 0.0037,
"step": 47125
},
{
"epoch": 2773.0,
"learning_rate": 5.313467336683418e-06,
"loss": 0.0035,
"step": 47150
},
{
"epoch": 2774.0,
"learning_rate": 5.310954773869347e-06,
"loss": 0.0043,
"step": 47175
},
{
"epoch": 2776.0,
"learning_rate": 5.308442211055277e-06,
"loss": 0.0045,
"step": 47200
},
{
"epoch": 2777.0,
"learning_rate": 5.305929648241206e-06,
"loss": 0.0036,
"step": 47225
},
{
"epoch": 2779.0,
"learning_rate": 5.303417085427136e-06,
"loss": 0.0035,
"step": 47250
},
{
"epoch": 2780.0,
"learning_rate": 5.300904522613066e-06,
"loss": 0.0032,
"step": 47275
},
{
"epoch": 2782.0,
"learning_rate": 5.298391959798995e-06,
"loss": 0.0033,
"step": 47300
},
{
"epoch": 2783.0,
"learning_rate": 5.2958793969849255e-06,
"loss": 0.0036,
"step": 47325
},
{
"epoch": 2785.0,
"learning_rate": 5.293366834170855e-06,
"loss": 0.0054,
"step": 47350
},
{
"epoch": 2786.0,
"learning_rate": 5.290854271356785e-06,
"loss": 0.005,
"step": 47375
},
{
"epoch": 2788.0,
"learning_rate": 5.2883417085427134e-06,
"loss": 0.0055,
"step": 47400
},
{
"epoch": 2789.0,
"learning_rate": 5.285829145728644e-06,
"loss": 0.0041,
"step": 47425
},
{
"epoch": 2791.0,
"learning_rate": 5.283316582914574e-06,
"loss": 0.0028,
"step": 47450
},
{
"epoch": 2792.0,
"learning_rate": 5.280804020100503e-06,
"loss": 0.0039,
"step": 47475
},
{
"epoch": 2794.0,
"learning_rate": 5.278291457286433e-06,
"loss": 0.006,
"step": 47500
},
{
"epoch": 2795.0,
"learning_rate": 5.275778894472362e-06,
"loss": 0.0043,
"step": 47525
},
{
"epoch": 2797.0,
"learning_rate": 5.273266331658292e-06,
"loss": 0.0053,
"step": 47550
},
{
"epoch": 2798.0,
"learning_rate": 5.270753768844221e-06,
"loss": 0.0067,
"step": 47575
},
{
"epoch": 2799.0,
"learning_rate": 5.268241206030151e-06,
"loss": 0.0031,
"step": 47600
},
{
"epoch": 2801.0,
"learning_rate": 5.265728643216081e-06,
"loss": 0.004,
"step": 47625
},
{
"epoch": 2802.0,
"learning_rate": 5.263216080402011e-06,
"loss": 0.0045,
"step": 47650
},
{
"epoch": 2804.0,
"learning_rate": 5.26070351758794e-06,
"loss": 0.0054,
"step": 47675
},
{
"epoch": 2805.0,
"learning_rate": 5.2581909547738695e-06,
"loss": 0.0054,
"step": 47700
},
{
"epoch": 2807.0,
"learning_rate": 5.2556783919598e-06,
"loss": 0.0041,
"step": 47725
},
{
"epoch": 2808.0,
"learning_rate": 5.253165829145729e-06,
"loss": 0.0069,
"step": 47750
},
{
"epoch": 2810.0,
"learning_rate": 5.250653266331659e-06,
"loss": 0.0034,
"step": 47775
},
{
"epoch": 2811.0,
"learning_rate": 5.248140703517588e-06,
"loss": 0.0044,
"step": 47800
},
{
"epoch": 2813.0,
"learning_rate": 5.245628140703518e-06,
"loss": 0.0068,
"step": 47825
},
{
"epoch": 2814.0,
"learning_rate": 5.243115577889447e-06,
"loss": 0.0028,
"step": 47850
},
{
"epoch": 2816.0,
"learning_rate": 5.240603015075377e-06,
"loss": 0.0056,
"step": 47875
},
{
"epoch": 2817.0,
"learning_rate": 5.2380904522613075e-06,
"loss": 0.0043,
"step": 47900
},
{
"epoch": 2819.0,
"learning_rate": 5.235577889447237e-06,
"loss": 0.0037,
"step": 47925
},
{
"epoch": 2820.0,
"learning_rate": 5.233065326633166e-06,
"loss": 0.0037,
"step": 47950
},
{
"epoch": 2822.0,
"learning_rate": 5.2305527638190955e-06,
"loss": 0.0053,
"step": 47975
},
{
"epoch": 2823.0,
"learning_rate": 5.228040201005026e-06,
"loss": 0.0065,
"step": 48000
},
{
"epoch": 2823.0,
"eval_loss": 0.5704354643821716,
"eval_runtime": 169.7154,
"eval_samples_per_second": 0.589,
"eval_steps_per_second": 0.1,
"eval_wer": 27.77142857142857,
"step": 48000
},
{
"epoch": 2824.0,
"learning_rate": 5.225527638190955e-06,
"loss": 0.007,
"step": 48025
},
{
"epoch": 2826.0,
"learning_rate": 5.223015075376885e-06,
"loss": 0.0055,
"step": 48050
},
{
"epoch": 2827.0,
"learning_rate": 5.220502512562815e-06,
"loss": 0.0026,
"step": 48075
},
{
"epoch": 2829.0,
"learning_rate": 5.217989949748744e-06,
"loss": 0.0059,
"step": 48100
},
{
"epoch": 2830.0,
"learning_rate": 5.215477386934674e-06,
"loss": 0.0043,
"step": 48125
},
{
"epoch": 2832.0,
"learning_rate": 5.212964824120603e-06,
"loss": 0.0056,
"step": 48150
},
{
"epoch": 2833.0,
"learning_rate": 5.2104522613065335e-06,
"loss": 0.0032,
"step": 48175
},
{
"epoch": 2835.0,
"learning_rate": 5.207939698492463e-06,
"loss": 0.0048,
"step": 48200
},
{
"epoch": 2836.0,
"learning_rate": 5.205427135678393e-06,
"loss": 0.0037,
"step": 48225
},
{
"epoch": 2838.0,
"learning_rate": 5.2029145728643214e-06,
"loss": 0.0062,
"step": 48250
},
{
"epoch": 2839.0,
"learning_rate": 5.200402010050252e-06,
"loss": 0.0032,
"step": 48275
},
{
"epoch": 2841.0,
"learning_rate": 5.197889447236182e-06,
"loss": 0.0017,
"step": 48300
},
{
"epoch": 2842.0,
"learning_rate": 5.195376884422111e-06,
"loss": 0.004,
"step": 48325
},
{
"epoch": 2844.0,
"learning_rate": 5.192864321608041e-06,
"loss": 0.0028,
"step": 48350
},
{
"epoch": 2845.0,
"learning_rate": 5.19035175879397e-06,
"loss": 0.0029,
"step": 48375
},
{
"epoch": 2847.0,
"learning_rate": 5.1878391959799e-06,
"loss": 0.0031,
"step": 48400
},
{
"epoch": 2848.0,
"learning_rate": 5.185326633165829e-06,
"loss": 0.004,
"step": 48425
},
{
"epoch": 2849.0,
"learning_rate": 5.182814070351759e-06,
"loss": 0.0025,
"step": 48450
},
{
"epoch": 2851.0,
"learning_rate": 5.180301507537689e-06,
"loss": 0.0025,
"step": 48475
},
{
"epoch": 2852.0,
"learning_rate": 5.177788944723619e-06,
"loss": 0.0032,
"step": 48500
},
{
"epoch": 2854.0,
"learning_rate": 5.175276381909548e-06,
"loss": 0.0042,
"step": 48525
},
{
"epoch": 2855.0,
"learning_rate": 5.1727638190954775e-06,
"loss": 0.0038,
"step": 48550
},
{
"epoch": 2857.0,
"learning_rate": 5.170251256281408e-06,
"loss": 0.007,
"step": 48575
},
{
"epoch": 2858.0,
"learning_rate": 5.167738693467337e-06,
"loss": 0.0038,
"step": 48600
},
{
"epoch": 2860.0,
"learning_rate": 5.165226130653267e-06,
"loss": 0.0022,
"step": 48625
},
{
"epoch": 2861.0,
"learning_rate": 5.162713567839196e-06,
"loss": 0.0023,
"step": 48650
},
{
"epoch": 2863.0,
"learning_rate": 5.160201005025126e-06,
"loss": 0.003,
"step": 48675
},
{
"epoch": 2864.0,
"learning_rate": 5.157688442211056e-06,
"loss": 0.0062,
"step": 48700
},
{
"epoch": 2866.0,
"learning_rate": 5.155175879396985e-06,
"loss": 0.0044,
"step": 48725
},
{
"epoch": 2867.0,
"learning_rate": 5.1526633165829155e-06,
"loss": 0.003,
"step": 48750
},
{
"epoch": 2869.0,
"learning_rate": 5.150150753768845e-06,
"loss": 0.0057,
"step": 48775
},
{
"epoch": 2870.0,
"learning_rate": 5.147638190954774e-06,
"loss": 0.0039,
"step": 48800
},
{
"epoch": 2872.0,
"learning_rate": 5.1451256281407035e-06,
"loss": 0.0032,
"step": 48825
},
{
"epoch": 2873.0,
"learning_rate": 5.142613065326634e-06,
"loss": 0.0043,
"step": 48850
},
{
"epoch": 2874.0,
"learning_rate": 5.140100502512563e-06,
"loss": 0.003,
"step": 48875
},
{
"epoch": 2876.0,
"learning_rate": 5.137587939698493e-06,
"loss": 0.0027,
"step": 48900
},
{
"epoch": 2877.0,
"learning_rate": 5.135075376884423e-06,
"loss": 0.004,
"step": 48925
},
{
"epoch": 2879.0,
"learning_rate": 5.132663316582916e-06,
"loss": 0.0054,
"step": 48950
},
{
"epoch": 2880.0,
"learning_rate": 5.130150753768844e-06,
"loss": 0.0071,
"step": 48975
},
{
"epoch": 2882.0,
"learning_rate": 5.127638190954774e-06,
"loss": 0.0039,
"step": 49000
},
{
"epoch": 2882.0,
"eval_loss": 0.5740671753883362,
"eval_runtime": 165.9532,
"eval_samples_per_second": 0.603,
"eval_steps_per_second": 0.102,
"eval_wer": 27.77142857142857,
"step": 49000
},
{
"epoch": 2883.0,
"learning_rate": 5.125125628140704e-06,
"loss": 0.0057,
"step": 49025
},
{
"epoch": 2885.0,
"learning_rate": 5.122613065326634e-06,
"loss": 0.0028,
"step": 49050
},
{
"epoch": 2886.0,
"learning_rate": 5.120100502512562e-06,
"loss": 0.0035,
"step": 49075
},
{
"epoch": 2888.0,
"learning_rate": 5.1175879396984925e-06,
"loss": 0.0062,
"step": 49100
},
{
"epoch": 2889.0,
"learning_rate": 5.115075376884423e-06,
"loss": 0.003,
"step": 49125
},
{
"epoch": 2891.0,
"learning_rate": 5.112562814070352e-06,
"loss": 0.0028,
"step": 49150
},
{
"epoch": 2892.0,
"learning_rate": 5.110050251256282e-06,
"loss": 0.0053,
"step": 49175
},
{
"epoch": 2894.0,
"learning_rate": 5.1075376884422115e-06,
"loss": 0.0037,
"step": 49200
},
{
"epoch": 2895.0,
"learning_rate": 5.105025125628142e-06,
"loss": 0.0039,
"step": 49225
},
{
"epoch": 2897.0,
"learning_rate": 5.10251256281407e-06,
"loss": 0.0019,
"step": 49250
},
{
"epoch": 2898.0,
"learning_rate": 5.1e-06,
"loss": 0.0049,
"step": 49275
},
{
"epoch": 2899.0,
"learning_rate": 5.09748743718593e-06,
"loss": 0.0045,
"step": 49300
},
{
"epoch": 2901.0,
"learning_rate": 5.09497487437186e-06,
"loss": 0.0045,
"step": 49325
},
{
"epoch": 2902.0,
"learning_rate": 5.09246231155779e-06,
"loss": 0.0034,
"step": 49350
},
{
"epoch": 2904.0,
"learning_rate": 5.0899497487437184e-06,
"loss": 0.0067,
"step": 49375
},
{
"epoch": 2905.0,
"learning_rate": 5.087437185929649e-06,
"loss": 0.0028,
"step": 49400
},
{
"epoch": 2907.0,
"learning_rate": 5.084924623115578e-06,
"loss": 0.0028,
"step": 49425
},
{
"epoch": 2908.0,
"learning_rate": 5.082412060301508e-06,
"loss": 0.0041,
"step": 49450
},
{
"epoch": 2910.0,
"learning_rate": 5.0798994974874374e-06,
"loss": 0.0044,
"step": 49475
},
{
"epoch": 2911.0,
"learning_rate": 5.077386934673368e-06,
"loss": 0.0031,
"step": 49500
},
{
"epoch": 2913.0,
"learning_rate": 5.074874371859298e-06,
"loss": 0.0055,
"step": 49525
},
{
"epoch": 2914.0,
"learning_rate": 5.072361809045226e-06,
"loss": 0.0026,
"step": 49550
},
{
"epoch": 2916.0,
"learning_rate": 5.069949748743719e-06,
"loss": 0.0015,
"step": 49575
},
{
"epoch": 2917.0,
"learning_rate": 5.067437185929649e-06,
"loss": 0.0016,
"step": 49600
},
{
"epoch": 2919.0,
"learning_rate": 5.064924623115578e-06,
"loss": 0.0041,
"step": 49625
},
{
"epoch": 2920.0,
"learning_rate": 5.062412060301508e-06,
"loss": 0.0037,
"step": 49650
},
{
"epoch": 2922.0,
"learning_rate": 5.059899497487437e-06,
"loss": 0.0041,
"step": 49675
},
{
"epoch": 2923.0,
"learning_rate": 5.057386934673367e-06,
"loss": 0.0027,
"step": 49700
},
{
"epoch": 2924.0,
"learning_rate": 5.054874371859297e-06,
"loss": 0.0021,
"step": 49725
},
{
"epoch": 2926.0,
"learning_rate": 5.0523618090452264e-06,
"loss": 0.0026,
"step": 49750
},
{
"epoch": 2927.0,
"learning_rate": 5.049849246231157e-06,
"loss": 0.0035,
"step": 49775
},
{
"epoch": 2929.0,
"learning_rate": 5.047336683417086e-06,
"loss": 0.0025,
"step": 49800
},
{
"epoch": 2930.0,
"learning_rate": 5.044824120603016e-06,
"loss": 0.0018,
"step": 49825
},
{
"epoch": 2932.0,
"learning_rate": 5.0423115577889446e-06,
"loss": 0.0023,
"step": 49850
},
{
"epoch": 2933.0,
"learning_rate": 5.039798994974875e-06,
"loss": 0.0048,
"step": 49875
},
{
"epoch": 2935.0,
"learning_rate": 5.037286432160804e-06,
"loss": 0.003,
"step": 49900
},
{
"epoch": 2936.0,
"learning_rate": 5.034773869346734e-06,
"loss": 0.0032,
"step": 49925
},
{
"epoch": 2938.0,
"learning_rate": 5.032261306532664e-06,
"loss": 0.0037,
"step": 49950
},
{
"epoch": 2939.0,
"learning_rate": 5.029748743718593e-06,
"loss": 0.0026,
"step": 49975
},
{
"epoch": 2941.0,
"learning_rate": 5.027236180904523e-06,
"loss": 0.0027,
"step": 50000
},
{
"epoch": 2941.0,
"eval_loss": 0.5762184262275696,
"eval_runtime": 167.8168,
"eval_samples_per_second": 0.596,
"eval_steps_per_second": 0.101,
"eval_wer": 26.057142857142857,
"step": 50000
},
{
"epoch": 2942.0,
"learning_rate": 5.024723618090452e-06,
"loss": 0.0035,
"step": 50025
},
{
"epoch": 2944.0,
"learning_rate": 5.0222110552763825e-06,
"loss": 0.0035,
"step": 50050
},
{
"epoch": 2945.0,
"learning_rate": 5.019698492462312e-06,
"loss": 0.0026,
"step": 50075
},
{
"epoch": 2947.0,
"learning_rate": 5.017185929648242e-06,
"loss": 0.0042,
"step": 50100
},
{
"epoch": 2948.0,
"learning_rate": 5.0146733668341705e-06,
"loss": 0.0037,
"step": 50125
},
{
"epoch": 2949.0,
"learning_rate": 5.012160804020101e-06,
"loss": 0.0019,
"step": 50150
},
{
"epoch": 2951.0,
"learning_rate": 5.009648241206031e-06,
"loss": 0.0023,
"step": 50175
},
{
"epoch": 2952.0,
"learning_rate": 5.00713567839196e-06,
"loss": 0.0037,
"step": 50200
},
{
"epoch": 2954.0,
"learning_rate": 5.00462311557789e-06,
"loss": 0.0025,
"step": 50225
},
{
"epoch": 2955.0,
"learning_rate": 5.002110552763819e-06,
"loss": 0.0029,
"step": 50250
},
{
"epoch": 2957.0,
"learning_rate": 4.999597989949749e-06,
"loss": 0.0047,
"step": 50275
},
{
"epoch": 2958.0,
"learning_rate": 4.997085427135679e-06,
"loss": 0.0042,
"step": 50300
},
{
"epoch": 2960.0,
"learning_rate": 4.9945728643216085e-06,
"loss": 0.003,
"step": 50325
},
{
"epoch": 2961.0,
"learning_rate": 4.992060301507538e-06,
"loss": 0.0028,
"step": 50350
},
{
"epoch": 2963.0,
"learning_rate": 4.989547738693468e-06,
"loss": 0.0026,
"step": 50375
},
{
"epoch": 2964.0,
"learning_rate": 4.987035175879397e-06,
"loss": 0.0043,
"step": 50400
},
{
"epoch": 2966.0,
"learning_rate": 4.984522613065327e-06,
"loss": 0.0027,
"step": 50425
},
{
"epoch": 2967.0,
"learning_rate": 4.982010050251257e-06,
"loss": 0.0041,
"step": 50450
},
{
"epoch": 2969.0,
"learning_rate": 4.979497487437186e-06,
"loss": 0.0058,
"step": 50475
},
{
"epoch": 2970.0,
"learning_rate": 4.976984924623116e-06,
"loss": 0.0052,
"step": 50500
},
{
"epoch": 2972.0,
"learning_rate": 4.974472361809046e-06,
"loss": 0.01,
"step": 50525
},
{
"epoch": 2973.0,
"learning_rate": 4.971959798994975e-06,
"loss": 0.0059,
"step": 50550
},
{
"epoch": 2974.0,
"learning_rate": 4.969447236180905e-06,
"loss": 0.0047,
"step": 50575
},
{
"epoch": 2976.0,
"learning_rate": 4.9669346733668344e-06,
"loss": 0.0052,
"step": 50600
},
{
"epoch": 2977.0,
"learning_rate": 4.964422110552764e-06,
"loss": 0.0037,
"step": 50625
},
{
"epoch": 2979.0,
"learning_rate": 4.961909547738694e-06,
"loss": 0.0053,
"step": 50650
},
{
"epoch": 2980.0,
"learning_rate": 4.959396984924624e-06,
"loss": 0.0037,
"step": 50675
},
{
"epoch": 2982.0,
"learning_rate": 4.9568844221105534e-06,
"loss": 0.0028,
"step": 50700
},
{
"epoch": 2983.0,
"learning_rate": 4.954371859296483e-06,
"loss": 0.0036,
"step": 50725
},
{
"epoch": 2985.0,
"learning_rate": 4.951859296482412e-06,
"loss": 0.0042,
"step": 50750
},
{
"epoch": 2986.0,
"learning_rate": 4.949346733668342e-06,
"loss": 0.0018,
"step": 50775
},
{
"epoch": 2988.0,
"learning_rate": 4.9468341708542716e-06,
"loss": 0.0029,
"step": 50800
},
{
"epoch": 2989.0,
"learning_rate": 4.944321608040201e-06,
"loss": 0.0065,
"step": 50825
},
{
"epoch": 2991.0,
"learning_rate": 4.941809045226131e-06,
"loss": 0.0021,
"step": 50850
},
{
"epoch": 2992.0,
"learning_rate": 4.939296482412061e-06,
"loss": 0.002,
"step": 50875
},
{
"epoch": 2994.0,
"learning_rate": 4.9367839195979906e-06,
"loss": 0.0027,
"step": 50900
},
{
"epoch": 2995.0,
"learning_rate": 4.93427135678392e-06,
"loss": 0.0039,
"step": 50925
},
{
"epoch": 2997.0,
"learning_rate": 4.93175879396985e-06,
"loss": 0.0047,
"step": 50950
},
{
"epoch": 2998.0,
"learning_rate": 4.929246231155779e-06,
"loss": 0.003,
"step": 50975
},
{
"epoch": 2999.0,
"learning_rate": 4.926733668341709e-06,
"loss": 0.0019,
"step": 51000
},
{
"epoch": 2999.0,
"eval_loss": 0.5558891892433167,
"eval_runtime": 165.5315,
"eval_samples_per_second": 0.604,
"eval_steps_per_second": 0.103,
"eval_wer": 24.914285714285715,
"step": 51000
},
{
"epoch": 3001.0,
"learning_rate": 4.924221105527638e-06,
"loss": 0.008,
"step": 51025
},
{
"epoch": 3002.0,
"learning_rate": 4.921708542713568e-06,
"loss": 0.0036,
"step": 51050
},
{
"epoch": 3004.0,
"learning_rate": 4.919195979899498e-06,
"loss": 0.0041,
"step": 51075
},
{
"epoch": 3005.0,
"learning_rate": 4.916683417085428e-06,
"loss": 0.0044,
"step": 51100
},
{
"epoch": 3007.0,
"learning_rate": 4.914170854271357e-06,
"loss": 0.0021,
"step": 51125
},
{
"epoch": 3008.0,
"learning_rate": 4.911658291457287e-06,
"loss": 0.0024,
"step": 51150
},
{
"epoch": 3010.0,
"learning_rate": 4.9091457286432165e-06,
"loss": 0.002,
"step": 51175
},
{
"epoch": 3011.0,
"learning_rate": 4.906633165829146e-06,
"loss": 0.0051,
"step": 51200
},
{
"epoch": 3013.0,
"learning_rate": 4.904120603015076e-06,
"loss": 0.002,
"step": 51225
},
{
"epoch": 3014.0,
"learning_rate": 4.901608040201005e-06,
"loss": 0.0038,
"step": 51250
},
{
"epoch": 3016.0,
"learning_rate": 4.899095477386935e-06,
"loss": 0.0035,
"step": 51275
},
{
"epoch": 3017.0,
"learning_rate": 4.896582914572865e-06,
"loss": 0.0025,
"step": 51300
},
{
"epoch": 3019.0,
"learning_rate": 4.894070351758794e-06,
"loss": 0.0031,
"step": 51325
},
{
"epoch": 3020.0,
"learning_rate": 4.891557788944724e-06,
"loss": 0.0034,
"step": 51350
},
{
"epoch": 3022.0,
"learning_rate": 4.889045226130654e-06,
"loss": 0.002,
"step": 51375
},
{
"epoch": 3023.0,
"learning_rate": 4.886532663316583e-06,
"loss": 0.0022,
"step": 51400
},
{
"epoch": 3024.0,
"learning_rate": 4.884020100502513e-06,
"loss": 0.0018,
"step": 51425
},
{
"epoch": 3026.0,
"learning_rate": 4.8815075376884424e-06,
"loss": 0.0022,
"step": 51450
},
{
"epoch": 3027.0,
"learning_rate": 4.878994974874372e-06,
"loss": 0.0017,
"step": 51475
},
{
"epoch": 3029.0,
"learning_rate": 4.876482412060302e-06,
"loss": 0.0025,
"step": 51500
},
{
"epoch": 3030.0,
"learning_rate": 4.873969849246232e-06,
"loss": 0.0023,
"step": 51525
},
{
"epoch": 3032.0,
"learning_rate": 4.8714572864321614e-06,
"loss": 0.0013,
"step": 51550
},
{
"epoch": 3033.0,
"learning_rate": 4.868944723618091e-06,
"loss": 0.0049,
"step": 51575
},
{
"epoch": 3035.0,
"learning_rate": 4.86643216080402e-06,
"loss": 0.0025,
"step": 51600
},
{
"epoch": 3036.0,
"learning_rate": 4.86391959798995e-06,
"loss": 0.0029,
"step": 51625
},
{
"epoch": 3038.0,
"learning_rate": 4.8614070351758796e-06,
"loss": 0.0049,
"step": 51650
},
{
"epoch": 3039.0,
"learning_rate": 4.858894472361809e-06,
"loss": 0.0052,
"step": 51675
},
{
"epoch": 3041.0,
"learning_rate": 4.856381909547739e-06,
"loss": 0.0027,
"step": 51700
},
{
"epoch": 3042.0,
"learning_rate": 4.853869346733669e-06,
"loss": 0.0035,
"step": 51725
},
{
"epoch": 3044.0,
"learning_rate": 4.8513567839195986e-06,
"loss": 0.0045,
"step": 51750
},
{
"epoch": 3045.0,
"learning_rate": 4.848844221105528e-06,
"loss": 0.0047,
"step": 51775
},
{
"epoch": 3047.0,
"learning_rate": 4.846331658291458e-06,
"loss": 0.0028,
"step": 51800
},
{
"epoch": 3048.0,
"learning_rate": 4.843819095477387e-06,
"loss": 0.0029,
"step": 51825
},
{
"epoch": 3049.0,
"learning_rate": 4.841306532663317e-06,
"loss": 0.0034,
"step": 51850
},
{
"epoch": 3051.0,
"learning_rate": 4.838793969849246e-06,
"loss": 0.0046,
"step": 51875
},
{
"epoch": 3052.0,
"learning_rate": 4.836281407035176e-06,
"loss": 0.0029,
"step": 51900
},
{
"epoch": 3054.0,
"learning_rate": 4.833768844221106e-06,
"loss": 0.0033,
"step": 51925
},
{
"epoch": 3055.0,
"learning_rate": 4.831256281407036e-06,
"loss": 0.0039,
"step": 51950
},
{
"epoch": 3057.0,
"learning_rate": 4.828743718592965e-06,
"loss": 0.0046,
"step": 51975
},
{
"epoch": 3058.0,
"learning_rate": 4.826231155778895e-06,
"loss": 0.0015,
"step": 52000
},
{
"epoch": 3058.0,
"eval_loss": 0.5777251124382019,
"eval_runtime": 169.1367,
"eval_samples_per_second": 0.591,
"eval_steps_per_second": 0.101,
"eval_wer": 28.57142857142857,
"step": 52000
},
{
"epoch": 3060.0,
"learning_rate": 4.8237185929648245e-06,
"loss": 0.0016,
"step": 52025
},
{
"epoch": 3061.0,
"learning_rate": 4.821206030150754e-06,
"loss": 0.0048,
"step": 52050
},
{
"epoch": 3063.0,
"learning_rate": 4.818693467336684e-06,
"loss": 0.0025,
"step": 52075
},
{
"epoch": 3064.0,
"learning_rate": 4.816180904522613e-06,
"loss": 0.0015,
"step": 52100
},
{
"epoch": 3066.0,
"learning_rate": 4.8136683417085435e-06,
"loss": 0.001,
"step": 52125
},
{
"epoch": 3067.0,
"learning_rate": 4.811155778894473e-06,
"loss": 0.0024,
"step": 52150
},
{
"epoch": 3069.0,
"learning_rate": 4.808643216080402e-06,
"loss": 0.0018,
"step": 52175
},
{
"epoch": 3070.0,
"learning_rate": 4.806130653266332e-06,
"loss": 0.003,
"step": 52200
},
{
"epoch": 3072.0,
"learning_rate": 4.803618090452262e-06,
"loss": 0.0037,
"step": 52225
},
{
"epoch": 3073.0,
"learning_rate": 4.801105527638191e-06,
"loss": 0.0019,
"step": 52250
},
{
"epoch": 3074.0,
"learning_rate": 4.798592964824121e-06,
"loss": 0.0034,
"step": 52275
},
{
"epoch": 3076.0,
"learning_rate": 4.7960804020100504e-06,
"loss": 0.0016,
"step": 52300
},
{
"epoch": 3077.0,
"learning_rate": 4.793567839195981e-06,
"loss": 0.0011,
"step": 52325
},
{
"epoch": 3079.0,
"learning_rate": 4.79105527638191e-06,
"loss": 0.004,
"step": 52350
},
{
"epoch": 3080.0,
"learning_rate": 4.78854271356784e-06,
"loss": 0.0029,
"step": 52375
},
{
"epoch": 3082.0,
"learning_rate": 4.7860301507537694e-06,
"loss": 0.0032,
"step": 52400
},
{
"epoch": 3083.0,
"learning_rate": 4.783517587939699e-06,
"loss": 0.0016,
"step": 52425
},
{
"epoch": 3085.0,
"learning_rate": 4.781005025125628e-06,
"loss": 0.0032,
"step": 52450
},
{
"epoch": 3086.0,
"learning_rate": 4.778492462311558e-06,
"loss": 0.0025,
"step": 52475
},
{
"epoch": 3088.0,
"learning_rate": 4.7759798994974876e-06,
"loss": 0.0019,
"step": 52500
},
{
"epoch": 3089.0,
"learning_rate": 4.773467336683417e-06,
"loss": 0.0032,
"step": 52525
},
{
"epoch": 3091.0,
"learning_rate": 4.770954773869347e-06,
"loss": 0.0025,
"step": 52550
},
{
"epoch": 3092.0,
"learning_rate": 4.768442211055277e-06,
"loss": 0.0029,
"step": 52575
},
{
"epoch": 3094.0,
"learning_rate": 4.7659296482412066e-06,
"loss": 0.0036,
"step": 52600
},
{
"epoch": 3095.0,
"learning_rate": 4.763417085427136e-06,
"loss": 0.003,
"step": 52625
},
{
"epoch": 3097.0,
"learning_rate": 4.761005025125628e-06,
"loss": 0.003,
"step": 52650
},
{
"epoch": 3098.0,
"learning_rate": 4.7584924623115584e-06,
"loss": 0.0021,
"step": 52675
},
{
"epoch": 3099.0,
"learning_rate": 4.755979899497488e-06,
"loss": 0.0057,
"step": 52700
},
{
"epoch": 3101.0,
"learning_rate": 4.753467336683417e-06,
"loss": 0.0056,
"step": 52725
},
{
"epoch": 3102.0,
"learning_rate": 4.750954773869347e-06,
"loss": 0.0047,
"step": 52750
},
{
"epoch": 3104.0,
"learning_rate": 4.748442211055277e-06,
"loss": 0.0026,
"step": 52775
},
{
"epoch": 3105.0,
"learning_rate": 4.745929648241207e-06,
"loss": 0.0024,
"step": 52800
},
{
"epoch": 3107.0,
"learning_rate": 4.743417085427136e-06,
"loss": 0.0026,
"step": 52825
},
{
"epoch": 3108.0,
"learning_rate": 4.740904522613065e-06,
"loss": 0.0036,
"step": 52850
},
{
"epoch": 3110.0,
"learning_rate": 4.7383919597989956e-06,
"loss": 0.0021,
"step": 52875
},
{
"epoch": 3111.0,
"learning_rate": 4.735879396984925e-06,
"loss": 0.0029,
"step": 52900
},
{
"epoch": 3113.0,
"learning_rate": 4.733366834170854e-06,
"loss": 0.003,
"step": 52925
},
{
"epoch": 3114.0,
"learning_rate": 4.730854271356784e-06,
"loss": 0.004,
"step": 52950
},
{
"epoch": 3116.0,
"learning_rate": 4.728341708542714e-06,
"loss": 0.0026,
"step": 52975
},
{
"epoch": 3117.0,
"learning_rate": 4.725829145728644e-06,
"loss": 0.0026,
"step": 53000
},
{
"epoch": 3117.0,
"eval_loss": 0.5588864684104919,
"eval_runtime": 163.4411,
"eval_samples_per_second": 0.612,
"eval_steps_per_second": 0.104,
"eval_wer": 25.257142857142856,
"step": 53000
},
{
"epoch": 3119.0,
"learning_rate": 4.723316582914573e-06,
"loss": 0.0018,
"step": 53025
},
{
"epoch": 3120.0,
"learning_rate": 4.7208040201005025e-06,
"loss": 0.0022,
"step": 53050
},
{
"epoch": 3122.0,
"learning_rate": 4.718291457286433e-06,
"loss": 0.0015,
"step": 53075
},
{
"epoch": 3123.0,
"learning_rate": 4.715778894472362e-06,
"loss": 0.0033,
"step": 53100
},
{
"epoch": 3124.0,
"learning_rate": 4.713266331658291e-06,
"loss": 0.0034,
"step": 53125
},
{
"epoch": 3126.0,
"learning_rate": 4.7107537688442215e-06,
"loss": 0.0052,
"step": 53150
},
{
"epoch": 3127.0,
"learning_rate": 4.708241206030152e-06,
"loss": 0.0038,
"step": 53175
},
{
"epoch": 3129.0,
"learning_rate": 4.705728643216081e-06,
"loss": 0.0031,
"step": 53200
},
{
"epoch": 3130.0,
"learning_rate": 4.70321608040201e-06,
"loss": 0.0026,
"step": 53225
},
{
"epoch": 3132.0,
"learning_rate": 4.7007035175879405e-06,
"loss": 0.0037,
"step": 53250
},
{
"epoch": 3133.0,
"learning_rate": 4.69819095477387e-06,
"loss": 0.0033,
"step": 53275
},
{
"epoch": 3135.0,
"learning_rate": 4.695678391959799e-06,
"loss": 0.0025,
"step": 53300
},
{
"epoch": 3136.0,
"learning_rate": 4.6931658291457285e-06,
"loss": 0.0042,
"step": 53325
},
{
"epoch": 3138.0,
"learning_rate": 4.690653266331659e-06,
"loss": 0.0054,
"step": 53350
},
{
"epoch": 3139.0,
"learning_rate": 4.688241206030151e-06,
"loss": 0.0041,
"step": 53375
},
{
"epoch": 3141.0,
"learning_rate": 4.685728643216081e-06,
"loss": 0.0016,
"step": 53400
},
{
"epoch": 3142.0,
"learning_rate": 4.6832160804020105e-06,
"loss": 0.0045,
"step": 53425
},
{
"epoch": 3144.0,
"learning_rate": 4.68070351758794e-06,
"loss": 0.0022,
"step": 53450
},
{
"epoch": 3145.0,
"learning_rate": 4.67819095477387e-06,
"loss": 0.002,
"step": 53475
},
{
"epoch": 3147.0,
"learning_rate": 4.675678391959799e-06,
"loss": 0.0024,
"step": 53500
},
{
"epoch": 3148.0,
"learning_rate": 4.673165829145729e-06,
"loss": 0.0035,
"step": 53525
},
{
"epoch": 3149.0,
"learning_rate": 4.670653266331659e-06,
"loss": 0.0065,
"step": 53550
},
{
"epoch": 3151.0,
"learning_rate": 4.668140703517588e-06,
"loss": 0.0037,
"step": 53575
},
{
"epoch": 3152.0,
"learning_rate": 4.665628140703518e-06,
"loss": 0.0016,
"step": 53600
},
{
"epoch": 3154.0,
"learning_rate": 4.663115577889448e-06,
"loss": 0.0022,
"step": 53625
},
{
"epoch": 3155.0,
"learning_rate": 4.660603015075377e-06,
"loss": 0.0023,
"step": 53650
},
{
"epoch": 3157.0,
"learning_rate": 4.658090452261307e-06,
"loss": 0.0027,
"step": 53675
},
{
"epoch": 3158.0,
"learning_rate": 4.6555778894472365e-06,
"loss": 0.0023,
"step": 53700
},
{
"epoch": 3160.0,
"learning_rate": 4.653065326633166e-06,
"loss": 0.0021,
"step": 53725
},
{
"epoch": 3161.0,
"learning_rate": 4.650552763819096e-06,
"loss": 0.002,
"step": 53750
},
{
"epoch": 3163.0,
"learning_rate": 4.648040201005026e-06,
"loss": 0.0019,
"step": 53775
},
{
"epoch": 3164.0,
"learning_rate": 4.6455276381909554e-06,
"loss": 0.0034,
"step": 53800
},
{
"epoch": 3166.0,
"learning_rate": 4.643015075376885e-06,
"loss": 0.002,
"step": 53825
},
{
"epoch": 3167.0,
"learning_rate": 4.640502512562814e-06,
"loss": 0.0017,
"step": 53850
},
{
"epoch": 3169.0,
"learning_rate": 4.637989949748744e-06,
"loss": 0.0028,
"step": 53875
},
{
"epoch": 3170.0,
"learning_rate": 4.635477386934674e-06,
"loss": 0.0023,
"step": 53900
},
{
"epoch": 3172.0,
"learning_rate": 4.632964824120603e-06,
"loss": 0.003,
"step": 53925
},
{
"epoch": 3173.0,
"learning_rate": 4.630452261306533e-06,
"loss": 0.0017,
"step": 53950
},
{
"epoch": 3174.0,
"learning_rate": 4.627939698492463e-06,
"loss": 0.005,
"step": 53975
},
{
"epoch": 3176.0,
"learning_rate": 4.6254271356783926e-06,
"loss": 0.0032,
"step": 54000
},
{
"epoch": 3176.0,
"eval_loss": 0.6060987114906311,
"eval_runtime": 163.6905,
"eval_samples_per_second": 0.611,
"eval_steps_per_second": 0.104,
"eval_wer": 26.971428571428575,
"step": 54000
},
{
"epoch": 3177.0,
"learning_rate": 4.622914572864322e-06,
"loss": 0.0034,
"step": 54025
},
{
"epoch": 3179.0,
"learning_rate": 4.620402010050252e-06,
"loss": 0.0027,
"step": 54050
},
{
"epoch": 3180.0,
"learning_rate": 4.617889447236181e-06,
"loss": 0.0028,
"step": 54075
},
{
"epoch": 3182.0,
"learning_rate": 4.615376884422111e-06,
"loss": 0.0051,
"step": 54100
},
{
"epoch": 3183.0,
"learning_rate": 4.61286432160804e-06,
"loss": 0.0036,
"step": 54125
},
{
"epoch": 3185.0,
"learning_rate": 4.61035175879397e-06,
"loss": 0.0036,
"step": 54150
},
{
"epoch": 3186.0,
"learning_rate": 4.6078391959799e-06,
"loss": 0.0019,
"step": 54175
},
{
"epoch": 3188.0,
"learning_rate": 4.60532663316583e-06,
"loss": 0.0028,
"step": 54200
},
{
"epoch": 3189.0,
"learning_rate": 4.602814070351759e-06,
"loss": 0.0018,
"step": 54225
},
{
"epoch": 3191.0,
"learning_rate": 4.600301507537689e-06,
"loss": 0.002,
"step": 54250
},
{
"epoch": 3192.0,
"learning_rate": 4.5977889447236185e-06,
"loss": 0.0017,
"step": 54275
},
{
"epoch": 3194.0,
"learning_rate": 4.595276381909548e-06,
"loss": 0.0021,
"step": 54300
},
{
"epoch": 3195.0,
"learning_rate": 4.592763819095478e-06,
"loss": 0.0069,
"step": 54325
},
{
"epoch": 3197.0,
"learning_rate": 4.590251256281407e-06,
"loss": 0.0036,
"step": 54350
},
{
"epoch": 3198.0,
"learning_rate": 4.587738693467337e-06,
"loss": 0.005,
"step": 54375
},
{
"epoch": 3199.0,
"learning_rate": 4.585226130653267e-06,
"loss": 0.0034,
"step": 54400
},
{
"epoch": 3201.0,
"learning_rate": 4.582713567839196e-06,
"loss": 0.0036,
"step": 54425
},
{
"epoch": 3202.0,
"learning_rate": 4.580201005025126e-06,
"loss": 0.0014,
"step": 54450
},
{
"epoch": 3204.0,
"learning_rate": 4.577688442211056e-06,
"loss": 0.0046,
"step": 54475
},
{
"epoch": 3205.0,
"learning_rate": 4.575175879396985e-06,
"loss": 0.0022,
"step": 54500
},
{
"epoch": 3207.0,
"learning_rate": 4.572663316582915e-06,
"loss": 0.0024,
"step": 54525
},
{
"epoch": 3208.0,
"learning_rate": 4.5701507537688445e-06,
"loss": 0.0016,
"step": 54550
},
{
"epoch": 3210.0,
"learning_rate": 4.567638190954774e-06,
"loss": 0.0019,
"step": 54575
},
{
"epoch": 3211.0,
"learning_rate": 4.565125628140704e-06,
"loss": 0.002,
"step": 54600
},
{
"epoch": 3213.0,
"learning_rate": 4.562613065326634e-06,
"loss": 0.0035,
"step": 54625
},
{
"epoch": 3214.0,
"learning_rate": 4.5601005025125635e-06,
"loss": 0.0029,
"step": 54650
},
{
"epoch": 3216.0,
"learning_rate": 4.557587939698493e-06,
"loss": 0.0029,
"step": 54675
},
{
"epoch": 3217.0,
"learning_rate": 4.555075376884422e-06,
"loss": 0.002,
"step": 54700
},
{
"epoch": 3219.0,
"learning_rate": 4.552562814070352e-06,
"loss": 0.0034,
"step": 54725
},
{
"epoch": 3220.0,
"learning_rate": 4.550050251256282e-06,
"loss": 0.003,
"step": 54750
},
{
"epoch": 3222.0,
"learning_rate": 4.547537688442211e-06,
"loss": 0.003,
"step": 54775
},
{
"epoch": 3223.0,
"learning_rate": 4.545025125628141e-06,
"loss": 0.0023,
"step": 54800
},
{
"epoch": 3224.0,
"learning_rate": 4.542512562814071e-06,
"loss": 0.0043,
"step": 54825
},
{
"epoch": 3226.0,
"learning_rate": 4.540000000000001e-06,
"loss": 0.0036,
"step": 54850
},
{
"epoch": 3227.0,
"learning_rate": 4.53748743718593e-06,
"loss": 0.0038,
"step": 54875
},
{
"epoch": 3229.0,
"learning_rate": 4.53497487437186e-06,
"loss": 0.0028,
"step": 54900
},
{
"epoch": 3230.0,
"learning_rate": 4.532462311557789e-06,
"loss": 0.0025,
"step": 54925
},
{
"epoch": 3232.0,
"learning_rate": 4.529949748743719e-06,
"loss": 0.0026,
"step": 54950
},
{
"epoch": 3233.0,
"learning_rate": 4.527437185929648e-06,
"loss": 0.001,
"step": 54975
},
{
"epoch": 3235.0,
"learning_rate": 4.524924623115578e-06,
"loss": 0.0025,
"step": 55000
},
{
"epoch": 3235.0,
"eval_loss": 0.5776389241218567,
"eval_runtime": 164.1599,
"eval_samples_per_second": 0.609,
"eval_steps_per_second": 0.104,
"eval_wer": 25.142857142857146,
"step": 55000
},
{
"epoch": 3236.0,
"learning_rate": 4.522412060301508e-06,
"loss": 0.0041,
"step": 55025
},
{
"epoch": 3238.0,
"learning_rate": 4.519899497487438e-06,
"loss": 0.0021,
"step": 55050
},
{
"epoch": 3239.0,
"learning_rate": 4.517386934673367e-06,
"loss": 0.0034,
"step": 55075
},
{
"epoch": 3241.0,
"learning_rate": 4.514874371859297e-06,
"loss": 0.0025,
"step": 55100
},
{
"epoch": 3242.0,
"learning_rate": 4.5123618090452265e-06,
"loss": 0.0024,
"step": 55125
},
{
"epoch": 3244.0,
"learning_rate": 4.509849246231156e-06,
"loss": 0.0032,
"step": 55150
},
{
"epoch": 3245.0,
"learning_rate": 4.507336683417086e-06,
"loss": 0.0025,
"step": 55175
},
{
"epoch": 3247.0,
"learning_rate": 4.504824120603015e-06,
"loss": 0.0042,
"step": 55200
},
{
"epoch": 3248.0,
"learning_rate": 4.5023115577889455e-06,
"loss": 0.001,
"step": 55225
},
{
"epoch": 3249.0,
"learning_rate": 4.499798994974875e-06,
"loss": 0.0027,
"step": 55250
},
{
"epoch": 3251.0,
"learning_rate": 4.497286432160804e-06,
"loss": 0.0022,
"step": 55275
},
{
"epoch": 3252.0,
"learning_rate": 4.494773869346734e-06,
"loss": 0.0039,
"step": 55300
},
{
"epoch": 3254.0,
"learning_rate": 4.492261306532664e-06,
"loss": 0.0024,
"step": 55325
},
{
"epoch": 3255.0,
"learning_rate": 4.489748743718593e-06,
"loss": 0.0018,
"step": 55350
},
{
"epoch": 3257.0,
"learning_rate": 4.487236180904523e-06,
"loss": 0.0022,
"step": 55375
},
{
"epoch": 3258.0,
"learning_rate": 4.4847236180904525e-06,
"loss": 0.0039,
"step": 55400
},
{
"epoch": 3260.0,
"learning_rate": 4.482211055276382e-06,
"loss": 0.0022,
"step": 55425
},
{
"epoch": 3261.0,
"learning_rate": 4.479698492462312e-06,
"loss": 0.004,
"step": 55450
},
{
"epoch": 3263.0,
"learning_rate": 4.477185929648242e-06,
"loss": 0.0027,
"step": 55475
},
{
"epoch": 3264.0,
"learning_rate": 4.4746733668341715e-06,
"loss": 0.0019,
"step": 55500
},
{
"epoch": 3266.0,
"learning_rate": 4.472160804020101e-06,
"loss": 0.0017,
"step": 55525
},
{
"epoch": 3267.0,
"learning_rate": 4.46964824120603e-06,
"loss": 0.0023,
"step": 55550
},
{
"epoch": 3269.0,
"learning_rate": 4.46713567839196e-06,
"loss": 0.0043,
"step": 55575
},
{
"epoch": 3270.0,
"learning_rate": 4.46462311557789e-06,
"loss": 0.0024,
"step": 55600
},
{
"epoch": 3272.0,
"learning_rate": 4.462110552763819e-06,
"loss": 0.0043,
"step": 55625
},
{
"epoch": 3273.0,
"learning_rate": 4.459597989949749e-06,
"loss": 0.0054,
"step": 55650
},
{
"epoch": 3274.0,
"learning_rate": 4.457085427135679e-06,
"loss": 0.0016,
"step": 55675
},
{
"epoch": 3276.0,
"learning_rate": 4.454572864321609e-06,
"loss": 0.001,
"step": 55700
},
{
"epoch": 3277.0,
"learning_rate": 4.452060301507538e-06,
"loss": 0.0027,
"step": 55725
},
{
"epoch": 3279.0,
"learning_rate": 4.449547738693468e-06,
"loss": 0.0008,
"step": 55750
},
{
"epoch": 3280.0,
"learning_rate": 4.447035175879397e-06,
"loss": 0.0018,
"step": 55775
},
{
"epoch": 3282.0,
"learning_rate": 4.444522613065327e-06,
"loss": 0.0024,
"step": 55800
},
{
"epoch": 3283.0,
"learning_rate": 4.442010050251256e-06,
"loss": 0.0014,
"step": 55825
},
{
"epoch": 3285.0,
"learning_rate": 4.439497487437186e-06,
"loss": 0.0035,
"step": 55850
},
{
"epoch": 3286.0,
"learning_rate": 4.436984924623116e-06,
"loss": 0.0043,
"step": 55875
},
{
"epoch": 3288.0,
"learning_rate": 4.434472361809046e-06,
"loss": 0.0036,
"step": 55900
},
{
"epoch": 3289.0,
"learning_rate": 4.431959798994975e-06,
"loss": 0.0015,
"step": 55925
},
{
"epoch": 3291.0,
"learning_rate": 4.429447236180905e-06,
"loss": 0.0047,
"step": 55950
},
{
"epoch": 3292.0,
"learning_rate": 4.4269346733668345e-06,
"loss": 0.0036,
"step": 55975
},
{
"epoch": 3294.0,
"learning_rate": 4.424422110552764e-06,
"loss": 0.0046,
"step": 56000
},
{
"epoch": 3294.0,
"eval_loss": 0.5753312110900879,
"eval_runtime": 164.6461,
"eval_samples_per_second": 0.607,
"eval_steps_per_second": 0.103,
"eval_wer": 27.314285714285713,
"step": 56000
},
{
"epoch": 3295.0,
"learning_rate": 4.421909547738694e-06,
"loss": 0.0013,
"step": 56025
},
{
"epoch": 3297.0,
"learning_rate": 4.419396984924623e-06,
"loss": 0.0017,
"step": 56050
},
{
"epoch": 3298.0,
"learning_rate": 4.4168844221105535e-06,
"loss": 0.0025,
"step": 56075
},
{
"epoch": 3299.0,
"learning_rate": 4.414371859296483e-06,
"loss": 0.0037,
"step": 56100
},
{
"epoch": 3301.0,
"learning_rate": 4.411859296482412e-06,
"loss": 0.0011,
"step": 56125
},
{
"epoch": 3302.0,
"learning_rate": 4.409346733668342e-06,
"loss": 0.0011,
"step": 56150
},
{
"epoch": 3304.0,
"learning_rate": 4.406834170854272e-06,
"loss": 0.0022,
"step": 56175
},
{
"epoch": 3305.0,
"learning_rate": 4.404321608040201e-06,
"loss": 0.0039,
"step": 56200
},
{
"epoch": 3307.0,
"learning_rate": 4.401809045226131e-06,
"loss": 0.0013,
"step": 56225
},
{
"epoch": 3308.0,
"learning_rate": 4.3992964824120605e-06,
"loss": 0.002,
"step": 56250
},
{
"epoch": 3310.0,
"learning_rate": 4.396783919597991e-06,
"loss": 0.001,
"step": 56275
},
{
"epoch": 3311.0,
"learning_rate": 4.39427135678392e-06,
"loss": 0.0032,
"step": 56300
},
{
"epoch": 3313.0,
"learning_rate": 4.39175879396985e-06,
"loss": 0.0027,
"step": 56325
},
{
"epoch": 3314.0,
"learning_rate": 4.3892462311557795e-06,
"loss": 0.0037,
"step": 56350
},
{
"epoch": 3316.0,
"learning_rate": 4.386733668341709e-06,
"loss": 0.0024,
"step": 56375
},
{
"epoch": 3317.0,
"learning_rate": 4.384221105527638e-06,
"loss": 0.0031,
"step": 56400
},
{
"epoch": 3319.0,
"learning_rate": 4.381708542713568e-06,
"loss": 0.0021,
"step": 56425
},
{
"epoch": 3320.0,
"learning_rate": 4.379195979899498e-06,
"loss": 0.0016,
"step": 56450
},
{
"epoch": 3322.0,
"learning_rate": 4.376683417085428e-06,
"loss": 0.0017,
"step": 56475
},
{
"epoch": 3323.0,
"learning_rate": 4.374170854271357e-06,
"loss": 0.0022,
"step": 56500
},
{
"epoch": 3324.0,
"learning_rate": 4.371658291457287e-06,
"loss": 0.0018,
"step": 56525
},
{
"epoch": 3326.0,
"learning_rate": 4.369145728643217e-06,
"loss": 0.0029,
"step": 56550
},
{
"epoch": 3327.0,
"learning_rate": 4.366633165829146e-06,
"loss": 0.0026,
"step": 56575
},
{
"epoch": 3329.0,
"learning_rate": 4.364120603015076e-06,
"loss": 0.0016,
"step": 56600
},
{
"epoch": 3330.0,
"learning_rate": 4.361608040201005e-06,
"loss": 0.0022,
"step": 56625
},
{
"epoch": 3332.0,
"learning_rate": 4.359095477386935e-06,
"loss": 0.0021,
"step": 56650
},
{
"epoch": 3333.0,
"learning_rate": 4.356582914572864e-06,
"loss": 0.0017,
"step": 56675
},
{
"epoch": 3335.0,
"learning_rate": 4.354070351758794e-06,
"loss": 0.0045,
"step": 56700
},
{
"epoch": 3336.0,
"learning_rate": 4.351557788944724e-06,
"loss": 0.0038,
"step": 56725
},
{
"epoch": 3338.0,
"learning_rate": 4.349045226130654e-06,
"loss": 0.0051,
"step": 56750
},
{
"epoch": 3339.0,
"learning_rate": 4.346532663316583e-06,
"loss": 0.0032,
"step": 56775
},
{
"epoch": 3341.0,
"learning_rate": 4.344020100502513e-06,
"loss": 0.0086,
"step": 56800
},
{
"epoch": 3342.0,
"learning_rate": 4.3415075376884425e-06,
"loss": 0.0028,
"step": 56825
},
{
"epoch": 3344.0,
"learning_rate": 4.338994974874372e-06,
"loss": 0.003,
"step": 56850
},
{
"epoch": 3345.0,
"learning_rate": 4.336482412060302e-06,
"loss": 0.004,
"step": 56875
},
{
"epoch": 3347.0,
"learning_rate": 4.333969849246231e-06,
"loss": 0.0039,
"step": 56900
},
{
"epoch": 3348.0,
"learning_rate": 4.3314572864321615e-06,
"loss": 0.003,
"step": 56925
},
{
"epoch": 3349.0,
"learning_rate": 4.328944723618091e-06,
"loss": 0.0035,
"step": 56950
},
{
"epoch": 3351.0,
"learning_rate": 4.32643216080402e-06,
"loss": 0.0052,
"step": 56975
},
{
"epoch": 3352.0,
"learning_rate": 4.32391959798995e-06,
"loss": 0.0015,
"step": 57000
},
{
"epoch": 3352.0,
"eval_loss": 0.5735647678375244,
"eval_runtime": 164.9088,
"eval_samples_per_second": 0.606,
"eval_steps_per_second": 0.103,
"eval_wer": 27.200000000000003,
"step": 57000
},
{
"epoch": 3354.0,
"learning_rate": 4.32140703517588e-06,
"loss": 0.002,
"step": 57025
},
{
"epoch": 3355.0,
"learning_rate": 4.318894472361809e-06,
"loss": 0.0042,
"step": 57050
},
{
"epoch": 3357.0,
"learning_rate": 4.316381909547739e-06,
"loss": 0.0012,
"step": 57075
},
{
"epoch": 3358.0,
"learning_rate": 4.3138693467336685e-06,
"loss": 0.0009,
"step": 57100
},
{
"epoch": 3360.0,
"learning_rate": 4.311356783919599e-06,
"loss": 0.0013,
"step": 57125
},
{
"epoch": 3361.0,
"learning_rate": 4.308844221105528e-06,
"loss": 0.0019,
"step": 57150
},
{
"epoch": 3363.0,
"learning_rate": 4.306331658291458e-06,
"loss": 0.0023,
"step": 57175
},
{
"epoch": 3364.0,
"learning_rate": 4.3038190954773875e-06,
"loss": 0.0023,
"step": 57200
},
{
"epoch": 3366.0,
"learning_rate": 4.301306532663317e-06,
"loss": 0.003,
"step": 57225
},
{
"epoch": 3367.0,
"learning_rate": 4.298793969849246e-06,
"loss": 0.0017,
"step": 57250
},
{
"epoch": 3369.0,
"learning_rate": 4.296281407035176e-06,
"loss": 0.0016,
"step": 57275
},
{
"epoch": 3370.0,
"learning_rate": 4.293768844221106e-06,
"loss": 0.0044,
"step": 57300
},
{
"epoch": 3372.0,
"learning_rate": 4.291256281407036e-06,
"loss": 0.0017,
"step": 57325
},
{
"epoch": 3373.0,
"learning_rate": 4.288743718592965e-06,
"loss": 0.0024,
"step": 57350
},
{
"epoch": 3374.0,
"learning_rate": 4.286231155778895e-06,
"loss": 0.0017,
"step": 57375
},
{
"epoch": 3376.0,
"learning_rate": 4.283718592964825e-06,
"loss": 0.0022,
"step": 57400
},
{
"epoch": 3377.0,
"learning_rate": 4.281206030150754e-06,
"loss": 0.0016,
"step": 57425
},
{
"epoch": 3379.0,
"learning_rate": 4.278693467336684e-06,
"loss": 0.002,
"step": 57450
},
{
"epoch": 3380.0,
"learning_rate": 4.276180904522613e-06,
"loss": 0.002,
"step": 57475
},
{
"epoch": 3382.0,
"learning_rate": 4.273668341708543e-06,
"loss": 0.0012,
"step": 57500
},
{
"epoch": 3383.0,
"learning_rate": 4.271155778894473e-06,
"loss": 0.0006,
"step": 57525
},
{
"epoch": 3385.0,
"learning_rate": 4.268643216080402e-06,
"loss": 0.0009,
"step": 57550
},
{
"epoch": 3386.0,
"learning_rate": 4.266130653266332e-06,
"loss": 0.0026,
"step": 57575
},
{
"epoch": 3388.0,
"learning_rate": 4.263618090452262e-06,
"loss": 0.0015,
"step": 57600
},
{
"epoch": 3389.0,
"learning_rate": 4.261105527638191e-06,
"loss": 0.0026,
"step": 57625
},
{
"epoch": 3391.0,
"learning_rate": 4.258592964824121e-06,
"loss": 0.001,
"step": 57650
},
{
"epoch": 3392.0,
"learning_rate": 4.2560804020100505e-06,
"loss": 0.0033,
"step": 57675
},
{
"epoch": 3394.0,
"learning_rate": 4.25356783919598e-06,
"loss": 0.0014,
"step": 57700
},
{
"epoch": 3395.0,
"learning_rate": 4.25105527638191e-06,
"loss": 0.0015,
"step": 57725
},
{
"epoch": 3397.0,
"learning_rate": 4.248542713567839e-06,
"loss": 0.0011,
"step": 57750
},
{
"epoch": 3398.0,
"learning_rate": 4.2460301507537695e-06,
"loss": 0.0016,
"step": 57775
},
{
"epoch": 3399.0,
"learning_rate": 4.243517587939699e-06,
"loss": 0.0032,
"step": 57800
},
{
"epoch": 3401.0,
"learning_rate": 4.241005025125628e-06,
"loss": 0.0009,
"step": 57825
},
{
"epoch": 3402.0,
"learning_rate": 4.238492462311558e-06,
"loss": 0.0014,
"step": 57850
},
{
"epoch": 3404.0,
"learning_rate": 4.235979899497488e-06,
"loss": 0.0019,
"step": 57875
},
{
"epoch": 3405.0,
"learning_rate": 4.233467336683417e-06,
"loss": 0.0025,
"step": 57900
},
{
"epoch": 3407.0,
"learning_rate": 4.230954773869347e-06,
"loss": 0.0017,
"step": 57925
},
{
"epoch": 3408.0,
"learning_rate": 4.228442211055277e-06,
"loss": 0.0018,
"step": 57950
},
{
"epoch": 3410.0,
"learning_rate": 4.225929648241207e-06,
"loss": 0.0037,
"step": 57975
},
{
"epoch": 3411.0,
"learning_rate": 4.223417085427136e-06,
"loss": 0.003,
"step": 58000
},
{
"epoch": 3411.0,
"eval_loss": 0.5933066010475159,
"eval_runtime": 165.5425,
"eval_samples_per_second": 0.604,
"eval_steps_per_second": 0.103,
"eval_wer": 25.6,
"step": 58000
},
{
"epoch": 3413.0,
"learning_rate": 4.220904522613065e-06,
"loss": 0.0027,
"step": 58025
},
{
"epoch": 3414.0,
"learning_rate": 4.2183919597989955e-06,
"loss": 0.0031,
"step": 58050
},
{
"epoch": 3416.0,
"learning_rate": 4.215879396984925e-06,
"loss": 0.0033,
"step": 58075
},
{
"epoch": 3417.0,
"learning_rate": 4.213366834170854e-06,
"loss": 0.002,
"step": 58100
},
{
"epoch": 3419.0,
"learning_rate": 4.210854271356784e-06,
"loss": 0.0014,
"step": 58125
},
{
"epoch": 3420.0,
"learning_rate": 4.2083417085427144e-06,
"loss": 0.0017,
"step": 58150
},
{
"epoch": 3422.0,
"learning_rate": 4.205829145728644e-06,
"loss": 0.0012,
"step": 58175
},
{
"epoch": 3423.0,
"learning_rate": 4.203316582914573e-06,
"loss": 0.0016,
"step": 58200
},
{
"epoch": 3424.0,
"learning_rate": 4.200804020100503e-06,
"loss": 0.0034,
"step": 58225
},
{
"epoch": 3426.0,
"learning_rate": 4.198291457286433e-06,
"loss": 0.0035,
"step": 58250
},
{
"epoch": 3427.0,
"learning_rate": 4.195778894472362e-06,
"loss": 0.0043,
"step": 58275
},
{
"epoch": 3429.0,
"learning_rate": 4.193266331658292e-06,
"loss": 0.0033,
"step": 58300
},
{
"epoch": 3430.0,
"learning_rate": 4.190753768844221e-06,
"loss": 0.0035,
"step": 58325
},
{
"epoch": 3432.0,
"learning_rate": 4.188241206030151e-06,
"loss": 0.002,
"step": 58350
},
{
"epoch": 3433.0,
"learning_rate": 4.185728643216081e-06,
"loss": 0.0016,
"step": 58375
},
{
"epoch": 3435.0,
"learning_rate": 4.18321608040201e-06,
"loss": 0.0007,
"step": 58400
},
{
"epoch": 3436.0,
"learning_rate": 4.18070351758794e-06,
"loss": 0.0016,
"step": 58425
},
{
"epoch": 3438.0,
"learning_rate": 4.17819095477387e-06,
"loss": 0.0013,
"step": 58450
},
{
"epoch": 3439.0,
"learning_rate": 4.175678391959799e-06,
"loss": 0.0061,
"step": 58475
},
{
"epoch": 3441.0,
"learning_rate": 4.173165829145729e-06,
"loss": 0.0019,
"step": 58500
},
{
"epoch": 3442.0,
"learning_rate": 4.1706532663316585e-06,
"loss": 0.0008,
"step": 58525
},
{
"epoch": 3444.0,
"learning_rate": 4.168140703517588e-06,
"loss": 0.0019,
"step": 58550
},
{
"epoch": 3445.0,
"learning_rate": 4.165628140703518e-06,
"loss": 0.0023,
"step": 58575
},
{
"epoch": 3447.0,
"learning_rate": 4.163115577889447e-06,
"loss": 0.0012,
"step": 58600
},
{
"epoch": 3448.0,
"learning_rate": 4.1606030150753775e-06,
"loss": 0.0031,
"step": 58625
},
{
"epoch": 3449.0,
"learning_rate": 4.158090452261307e-06,
"loss": 0.0038,
"step": 58650
},
{
"epoch": 3451.0,
"learning_rate": 4.155577889447236e-06,
"loss": 0.0013,
"step": 58675
},
{
"epoch": 3452.0,
"learning_rate": 4.153065326633166e-06,
"loss": 0.0017,
"step": 58700
},
{
"epoch": 3454.0,
"learning_rate": 4.150552763819096e-06,
"loss": 0.002,
"step": 58725
},
{
"epoch": 3455.0,
"learning_rate": 4.148040201005025e-06,
"loss": 0.0016,
"step": 58750
},
{
"epoch": 3457.0,
"learning_rate": 4.145527638190955e-06,
"loss": 0.0018,
"step": 58775
},
{
"epoch": 3458.0,
"learning_rate": 4.143015075376885e-06,
"loss": 0.0013,
"step": 58800
},
{
"epoch": 3460.0,
"learning_rate": 4.140502512562815e-06,
"loss": 0.0028,
"step": 58825
},
{
"epoch": 3461.0,
"learning_rate": 4.137989949748744e-06,
"loss": 0.0008,
"step": 58850
},
{
"epoch": 3463.0,
"learning_rate": 4.135477386934673e-06,
"loss": 0.0012,
"step": 58875
},
{
"epoch": 3464.0,
"learning_rate": 4.1329648241206035e-06,
"loss": 0.0013,
"step": 58900
},
{
"epoch": 3466.0,
"learning_rate": 4.130452261306533e-06,
"loss": 0.0033,
"step": 58925
},
{
"epoch": 3467.0,
"learning_rate": 4.127939698492462e-06,
"loss": 0.0024,
"step": 58950
},
{
"epoch": 3469.0,
"learning_rate": 4.125427135678392e-06,
"loss": 0.0017,
"step": 58975
},
{
"epoch": 3470.0,
"learning_rate": 4.1229145728643225e-06,
"loss": 0.002,
"step": 59000
},
{
"epoch": 3470.0,
"eval_loss": 0.6035776734352112,
"eval_runtime": 163.7788,
"eval_samples_per_second": 0.611,
"eval_steps_per_second": 0.104,
"eval_wer": 25.6,
"step": 59000
},
{
"epoch": 1.0,
"learning_rate": 1.6773109243697482e-07,
"loss": 0.0021,
"step": 59025
},
{
"epoch": 2.0,
"learning_rate": 1.635294117647059e-07,
"loss": 0.0036,
"step": 59050
},
{
"epoch": 4.0,
"learning_rate": 1.5932773109243698e-07,
"loss": 0.0017,
"step": 59075
},
{
"epoch": 5.0,
"learning_rate": 1.5512605042016808e-07,
"loss": 0.0006,
"step": 59100
},
{
"epoch": 7.0,
"learning_rate": 1.5092436974789917e-07,
"loss": 0.0019,
"step": 59125
},
{
"epoch": 8.0,
"learning_rate": 1.4672268907563027e-07,
"loss": 0.0021,
"step": 59150
},
{
"epoch": 10.0,
"learning_rate": 1.4252100840336136e-07,
"loss": 0.002,
"step": 59175
},
{
"epoch": 11.0,
"learning_rate": 1.3831932773109243e-07,
"loss": 0.0019,
"step": 59200
},
{
"epoch": 13.0,
"learning_rate": 1.3411764705882353e-07,
"loss": 0.0005,
"step": 59225
},
{
"epoch": 14.0,
"learning_rate": 1.2991596638655465e-07,
"loss": 0.0022,
"step": 59250
},
{
"epoch": 16.0,
"learning_rate": 1.2571428571428572e-07,
"loss": 0.0007,
"step": 59275
},
{
"epoch": 17.0,
"learning_rate": 1.215126050420168e-07,
"loss": 0.0017,
"step": 59300
},
{
"epoch": 19.0,
"learning_rate": 1.1731092436974791e-07,
"loss": 0.002,
"step": 59325
},
{
"epoch": 20.0,
"learning_rate": 1.13109243697479e-07,
"loss": 0.0011,
"step": 59350
},
{
"epoch": 22.0,
"learning_rate": 1.0890756302521008e-07,
"loss": 0.0017,
"step": 59375
},
{
"epoch": 23.0,
"learning_rate": 1.0470588235294118e-07,
"loss": 0.0014,
"step": 59400
},
{
"epoch": 24.0,
"learning_rate": 1.0050420168067229e-07,
"loss": 0.0006,
"step": 59425
},
{
"epoch": 26.0,
"learning_rate": 9.630252100840337e-08,
"loss": 0.0009,
"step": 59450
},
{
"epoch": 27.0,
"learning_rate": 9.210084033613446e-08,
"loss": 0.0007,
"step": 59475
},
{
"epoch": 29.0,
"learning_rate": 8.789915966386556e-08,
"loss": 0.0007,
"step": 59500
},
{
"epoch": 30.0,
"learning_rate": 8.369747899159664e-08,
"loss": 0.0011,
"step": 59525
},
{
"epoch": 32.0,
"learning_rate": 7.949579831932774e-08,
"loss": 0.0006,
"step": 59550
},
{
"epoch": 33.0,
"learning_rate": 7.529411764705883e-08,
"loss": 0.0009,
"step": 59575
},
{
"epoch": 35.0,
"learning_rate": 7.109243697478993e-08,
"loss": 0.0021,
"step": 59600
},
{
"epoch": 36.0,
"learning_rate": 6.689075630252101e-08,
"loss": 0.002,
"step": 59625
},
{
"epoch": 38.0,
"learning_rate": 6.26890756302521e-08,
"loss": 0.0055,
"step": 59650
},
{
"epoch": 39.0,
"learning_rate": 5.84873949579832e-08,
"loss": 0.0012,
"step": 59675
},
{
"epoch": 41.0,
"learning_rate": 5.428571428571429e-08,
"loss": 0.0006,
"step": 59700
},
{
"epoch": 42.0,
"learning_rate": 5.0084033613445375e-08,
"loss": 0.0016,
"step": 59725
},
{
"epoch": 44.0,
"learning_rate": 4.588235294117648e-08,
"loss": 0.0015,
"step": 59750
},
{
"epoch": 45.0,
"learning_rate": 4.1680672268907565e-08,
"loss": 0.0009,
"step": 59775
},
{
"epoch": 47.0,
"learning_rate": 3.747899159663866e-08,
"loss": 0.0009,
"step": 59800
},
{
"epoch": 48.0,
"learning_rate": 3.327731092436975e-08,
"loss": 0.0014,
"step": 59825
},
{
"epoch": 49.0,
"learning_rate": 2.9075630252100844e-08,
"loss": 0.0036,
"step": 59850
},
{
"epoch": 51.0,
"learning_rate": 2.4873949579831933e-08,
"loss": 0.0028,
"step": 59875
},
{
"epoch": 52.0,
"learning_rate": 2.0672268907563028e-08,
"loss": 0.0004,
"step": 59900
},
{
"epoch": 54.0,
"learning_rate": 1.647058823529412e-08,
"loss": 0.0013,
"step": 59925
},
{
"epoch": 55.0,
"learning_rate": 1.2268907563025211e-08,
"loss": 0.0008,
"step": 59950
},
{
"epoch": 57.0,
"learning_rate": 8.067226890756303e-09,
"loss": 0.0014,
"step": 59975
},
{
"epoch": 58.0,
"learning_rate": 3.8655462184873955e-09,
"loss": 0.0007,
"step": 60000
},
{
"epoch": 58.0,
"eval_loss": 0.5974761843681335,
"eval_runtime": 167.98,
"eval_samples_per_second": 0.595,
"eval_steps_per_second": 0.101,
"eval_wer": 25.257142857142856,
"step": 60000
},
{
"epoch": 1.0,
"step": 60001,
"total_flos": 1.498746476474384e+21,
"train_loss": 3.482638488374606e-09,
"train_runtime": 45.4914,
"train_samples_per_second": 15827.168,
"train_steps_per_second": 1318.931
}
],
"max_steps": 60000,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.498746476474384e+21,
"trial_name": null,
"trial_params": null
}