whisper-medium-cv-fleurs-tr-3k / trainer_state.json
sgangireddy's picture
End of training
02aabe4
raw
history blame
15.1 kB
{
"best_metric": 10.033263447357072,
"best_model_checkpoint": "./checkpoint-3000",
"epoch": 3.187,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 4.6000000000000004e-07,
"loss": 0.9908,
"step": 25
},
{
"epoch": 0.02,
"learning_rate": 9.600000000000001e-07,
"loss": 0.8221,
"step": 50
},
{
"epoch": 0.03,
"learning_rate": 1.46e-06,
"loss": 0.4645,
"step": 75
},
{
"epoch": 0.03,
"learning_rate": 1.9600000000000003e-06,
"loss": 0.3184,
"step": 100
},
{
"epoch": 0.04,
"learning_rate": 2.46e-06,
"loss": 0.2405,
"step": 125
},
{
"epoch": 0.05,
"learning_rate": 2.96e-06,
"loss": 0.2118,
"step": 150
},
{
"epoch": 0.06,
"learning_rate": 3.46e-06,
"loss": 0.1716,
"step": 175
},
{
"epoch": 0.07,
"learning_rate": 3.96e-06,
"loss": 0.1416,
"step": 200
},
{
"epoch": 0.07,
"learning_rate": 4.4600000000000005e-06,
"loss": 0.1445,
"step": 225
},
{
"epoch": 0.08,
"learning_rate": 4.960000000000001e-06,
"loss": 0.1076,
"step": 250
},
{
"epoch": 0.09,
"learning_rate": 5.460000000000001e-06,
"loss": 0.0923,
"step": 275
},
{
"epoch": 0.1,
"learning_rate": 5.9600000000000005e-06,
"loss": 0.0711,
"step": 300
},
{
"epoch": 0.11,
"learning_rate": 6.460000000000001e-06,
"loss": 0.077,
"step": 325
},
{
"epoch": 0.12,
"learning_rate": 6.96e-06,
"loss": 0.0675,
"step": 350
},
{
"epoch": 0.12,
"learning_rate": 7.4600000000000006e-06,
"loss": 0.0601,
"step": 375
},
{
"epoch": 0.13,
"learning_rate": 7.960000000000002e-06,
"loss": 0.0573,
"step": 400
},
{
"epoch": 0.14,
"learning_rate": 8.46e-06,
"loss": 0.0411,
"step": 425
},
{
"epoch": 0.15,
"learning_rate": 8.96e-06,
"loss": 0.0359,
"step": 450
},
{
"epoch": 0.16,
"learning_rate": 9.460000000000001e-06,
"loss": 0.0322,
"step": 475
},
{
"epoch": 0.17,
"learning_rate": 9.960000000000001e-06,
"loss": 0.0391,
"step": 500
},
{
"epoch": 0.17,
"learning_rate": 9.908e-06,
"loss": 0.0445,
"step": 525
},
{
"epoch": 0.18,
"learning_rate": 9.808000000000002e-06,
"loss": 0.0427,
"step": 550
},
{
"epoch": 0.19,
"learning_rate": 9.708000000000001e-06,
"loss": 0.0385,
"step": 575
},
{
"epoch": 0.2,
"learning_rate": 9.608e-06,
"loss": 0.0449,
"step": 600
},
{
"epoch": 0.21,
"learning_rate": 9.508000000000001e-06,
"loss": 0.0432,
"step": 625
},
{
"epoch": 0.22,
"learning_rate": 9.408e-06,
"loss": 0.0412,
"step": 650
},
{
"epoch": 0.23,
"learning_rate": 9.308e-06,
"loss": 0.0389,
"step": 675
},
{
"epoch": 0.23,
"learning_rate": 9.208e-06,
"loss": 0.0339,
"step": 700
},
{
"epoch": 0.24,
"learning_rate": 9.108000000000002e-06,
"loss": 0.0319,
"step": 725
},
{
"epoch": 0.25,
"learning_rate": 9.008e-06,
"loss": 0.0274,
"step": 750
},
{
"epoch": 0.26,
"learning_rate": 8.908000000000002e-06,
"loss": 0.034,
"step": 775
},
{
"epoch": 0.27,
"learning_rate": 8.808000000000001e-06,
"loss": 0.0378,
"step": 800
},
{
"epoch": 1.0,
"learning_rate": 8.708e-06,
"loss": 0.0401,
"step": 825
},
{
"epoch": 1.01,
"learning_rate": 8.608000000000001e-06,
"loss": 0.0465,
"step": 850
},
{
"epoch": 1.02,
"learning_rate": 8.508e-06,
"loss": 0.0424,
"step": 875
},
{
"epoch": 1.03,
"learning_rate": 8.408e-06,
"loss": 0.0301,
"step": 900
},
{
"epoch": 1.04,
"learning_rate": 8.308e-06,
"loss": 0.0299,
"step": 925
},
{
"epoch": 1.05,
"learning_rate": 8.208e-06,
"loss": 0.0319,
"step": 950
},
{
"epoch": 1.05,
"learning_rate": 8.108000000000001e-06,
"loss": 0.0257,
"step": 975
},
{
"epoch": 1.06,
"learning_rate": 8.008e-06,
"loss": 0.0241,
"step": 1000
},
{
"epoch": 1.06,
"eval_loss": 0.19960933923721313,
"eval_runtime": 30342.5121,
"eval_samples_per_second": 0.669,
"eval_steps_per_second": 0.021,
"eval_wer": 10.454287312492793,
"step": 1000
},
{
"epoch": 1.07,
"learning_rate": 7.908e-06,
"loss": 0.0293,
"step": 1025
},
{
"epoch": 1.08,
"learning_rate": 7.808e-06,
"loss": 0.0239,
"step": 1050
},
{
"epoch": 1.09,
"learning_rate": 7.708000000000001e-06,
"loss": 0.0258,
"step": 1075
},
{
"epoch": 1.1,
"learning_rate": 7.608000000000001e-06,
"loss": 0.0197,
"step": 1100
},
{
"epoch": 1.1,
"learning_rate": 7.508000000000001e-06,
"loss": 0.0197,
"step": 1125
},
{
"epoch": 1.11,
"learning_rate": 7.408000000000001e-06,
"loss": 0.0242,
"step": 1150
},
{
"epoch": 1.12,
"learning_rate": 7.308000000000001e-06,
"loss": 0.0197,
"step": 1175
},
{
"epoch": 1.13,
"learning_rate": 7.208e-06,
"loss": 0.019,
"step": 1200
},
{
"epoch": 1.14,
"learning_rate": 7.108e-06,
"loss": 0.0149,
"step": 1225
},
{
"epoch": 1.15,
"learning_rate": 7.0080000000000005e-06,
"loss": 0.013,
"step": 1250
},
{
"epoch": 1.15,
"learning_rate": 6.908000000000001e-06,
"loss": 0.0106,
"step": 1275
},
{
"epoch": 1.16,
"learning_rate": 6.808e-06,
"loss": 0.0101,
"step": 1300
},
{
"epoch": 1.17,
"learning_rate": 6.708e-06,
"loss": 0.0156,
"step": 1325
},
{
"epoch": 1.18,
"learning_rate": 6.608000000000001e-06,
"loss": 0.0151,
"step": 1350
},
{
"epoch": 1.19,
"learning_rate": 6.508000000000001e-06,
"loss": 0.017,
"step": 1375
},
{
"epoch": 1.2,
"learning_rate": 6.408000000000001e-06,
"loss": 0.015,
"step": 1400
},
{
"epoch": 1.2,
"learning_rate": 6.308e-06,
"loss": 0.0151,
"step": 1425
},
{
"epoch": 1.21,
"learning_rate": 6.2080000000000005e-06,
"loss": 0.0162,
"step": 1450
},
{
"epoch": 1.22,
"learning_rate": 6.108000000000001e-06,
"loss": 0.0131,
"step": 1475
},
{
"epoch": 1.23,
"learning_rate": 6.008000000000001e-06,
"loss": 0.0127,
"step": 1500
},
{
"epoch": 1.24,
"learning_rate": 5.908e-06,
"loss": 0.011,
"step": 1525
},
{
"epoch": 1.25,
"learning_rate": 5.808e-06,
"loss": 0.0103,
"step": 1550
},
{
"epoch": 1.25,
"learning_rate": 5.708e-06,
"loss": 0.0103,
"step": 1575
},
{
"epoch": 1.26,
"learning_rate": 5.608e-06,
"loss": 0.015,
"step": 1600
},
{
"epoch": 1.27,
"learning_rate": 5.508e-06,
"loss": 0.0167,
"step": 1625
},
{
"epoch": 2.01,
"learning_rate": 5.408e-06,
"loss": 0.015,
"step": 1650
},
{
"epoch": 2.02,
"learning_rate": 5.308000000000001e-06,
"loss": 0.017,
"step": 1675
},
{
"epoch": 2.02,
"learning_rate": 5.208000000000001e-06,
"loss": 0.0152,
"step": 1700
},
{
"epoch": 2.03,
"learning_rate": 5.108000000000001e-06,
"loss": 0.0144,
"step": 1725
},
{
"epoch": 2.04,
"learning_rate": 5.008000000000001e-06,
"loss": 0.0146,
"step": 1750
},
{
"epoch": 2.05,
"learning_rate": 4.908e-06,
"loss": 0.0128,
"step": 1775
},
{
"epoch": 2.06,
"learning_rate": 4.808e-06,
"loss": 0.0134,
"step": 1800
},
{
"epoch": 2.07,
"learning_rate": 4.7080000000000005e-06,
"loss": 0.011,
"step": 1825
},
{
"epoch": 2.07,
"learning_rate": 4.608000000000001e-06,
"loss": 0.0115,
"step": 1850
},
{
"epoch": 2.08,
"learning_rate": 4.508e-06,
"loss": 0.0106,
"step": 1875
},
{
"epoch": 2.09,
"learning_rate": 4.408000000000001e-06,
"loss": 0.01,
"step": 1900
},
{
"epoch": 2.1,
"learning_rate": 4.308000000000001e-06,
"loss": 0.0085,
"step": 1925
},
{
"epoch": 2.11,
"learning_rate": 4.208e-06,
"loss": 0.0097,
"step": 1950
},
{
"epoch": 2.12,
"learning_rate": 4.108e-06,
"loss": 0.0108,
"step": 1975
},
{
"epoch": 2.12,
"learning_rate": 4.008e-06,
"loss": 0.009,
"step": 2000
},
{
"epoch": 2.12,
"eval_loss": 0.2155761867761612,
"eval_runtime": 30652.225,
"eval_samples_per_second": 0.662,
"eval_steps_per_second": 0.021,
"eval_wer": 10.1152478105478,
"step": 2000
},
{
"epoch": 2.13,
"learning_rate": 3.9080000000000005e-06,
"loss": 0.0075,
"step": 2025
},
{
"epoch": 2.14,
"learning_rate": 3.8080000000000006e-06,
"loss": 0.0062,
"step": 2050
},
{
"epoch": 2.15,
"learning_rate": 3.7080000000000003e-06,
"loss": 0.0056,
"step": 2075
},
{
"epoch": 2.16,
"learning_rate": 3.6080000000000004e-06,
"loss": 0.0047,
"step": 2100
},
{
"epoch": 2.17,
"learning_rate": 3.508e-06,
"loss": 0.0066,
"step": 2125
},
{
"epoch": 2.17,
"learning_rate": 3.4080000000000002e-06,
"loss": 0.0078,
"step": 2150
},
{
"epoch": 2.18,
"learning_rate": 3.308e-06,
"loss": 0.0086,
"step": 2175
},
{
"epoch": 2.19,
"learning_rate": 3.208e-06,
"loss": 0.0085,
"step": 2200
},
{
"epoch": 2.2,
"learning_rate": 3.1080000000000006e-06,
"loss": 0.008,
"step": 2225
},
{
"epoch": 2.21,
"learning_rate": 3.0080000000000003e-06,
"loss": 0.007,
"step": 2250
},
{
"epoch": 2.22,
"learning_rate": 2.9080000000000004e-06,
"loss": 0.0064,
"step": 2275
},
{
"epoch": 2.22,
"learning_rate": 2.808e-06,
"loss": 0.0057,
"step": 2300
},
{
"epoch": 2.23,
"learning_rate": 2.708e-06,
"loss": 0.0054,
"step": 2325
},
{
"epoch": 2.24,
"learning_rate": 2.608e-06,
"loss": 0.0054,
"step": 2350
},
{
"epoch": 2.25,
"learning_rate": 2.5080000000000004e-06,
"loss": 0.0044,
"step": 2375
},
{
"epoch": 2.26,
"learning_rate": 2.408e-06,
"loss": 0.006,
"step": 2400
},
{
"epoch": 2.27,
"learning_rate": 2.308e-06,
"loss": 0.0078,
"step": 2425
},
{
"epoch": 3.0,
"learning_rate": 2.2080000000000003e-06,
"loss": 0.0076,
"step": 2450
},
{
"epoch": 3.01,
"learning_rate": 2.108e-06,
"loss": 0.0075,
"step": 2475
},
{
"epoch": 3.02,
"learning_rate": 2.008e-06,
"loss": 0.0094,
"step": 2500
},
{
"epoch": 3.03,
"learning_rate": 1.908e-06,
"loss": 0.0079,
"step": 2525
},
{
"epoch": 3.04,
"learning_rate": 1.808e-06,
"loss": 0.0075,
"step": 2550
},
{
"epoch": 3.05,
"learning_rate": 1.7080000000000002e-06,
"loss": 0.0074,
"step": 2575
},
{
"epoch": 3.05,
"learning_rate": 1.608e-06,
"loss": 0.0079,
"step": 2600
},
{
"epoch": 3.06,
"learning_rate": 1.508e-06,
"loss": 0.007,
"step": 2625
},
{
"epoch": 3.07,
"learning_rate": 1.4080000000000001e-06,
"loss": 0.0047,
"step": 2650
},
{
"epoch": 3.08,
"learning_rate": 1.308e-06,
"loss": 0.0062,
"step": 2675
},
{
"epoch": 3.09,
"learning_rate": 1.2080000000000001e-06,
"loss": 0.0042,
"step": 2700
},
{
"epoch": 3.1,
"learning_rate": 1.108e-06,
"loss": 0.005,
"step": 2725
},
{
"epoch": 3.1,
"learning_rate": 1.0080000000000001e-06,
"loss": 0.0042,
"step": 2750
},
{
"epoch": 3.11,
"learning_rate": 9.080000000000001e-07,
"loss": 0.0048,
"step": 2775
},
{
"epoch": 3.12,
"learning_rate": 8.08e-07,
"loss": 0.0041,
"step": 2800
},
{
"epoch": 3.13,
"learning_rate": 7.08e-07,
"loss": 0.0038,
"step": 2825
},
{
"epoch": 3.14,
"learning_rate": 6.08e-07,
"loss": 0.0026,
"step": 2850
},
{
"epoch": 3.15,
"learning_rate": 5.08e-07,
"loss": 0.0027,
"step": 2875
},
{
"epoch": 3.15,
"learning_rate": 4.0800000000000005e-07,
"loss": 0.0018,
"step": 2900
},
{
"epoch": 3.16,
"learning_rate": 3.0800000000000006e-07,
"loss": 0.002,
"step": 2925
},
{
"epoch": 3.17,
"learning_rate": 2.08e-07,
"loss": 0.0037,
"step": 2950
},
{
"epoch": 3.18,
"learning_rate": 1.0800000000000001e-07,
"loss": 0.004,
"step": 2975
},
{
"epoch": 3.19,
"learning_rate": 8e-09,
"loss": 0.0045,
"step": 3000
},
{
"epoch": 3.19,
"eval_loss": 0.24060867726802826,
"eval_runtime": 28649.195,
"eval_samples_per_second": 0.708,
"eval_steps_per_second": 0.022,
"eval_wer": 10.033263447357072,
"step": 3000
},
{
"epoch": 3.19,
"step": 3000,
"total_flos": 1.9578161880465408e+20,
"train_loss": 0.04787538333858053,
"train_runtime": 139856.9298,
"train_samples_per_second": 1.373,
"train_steps_per_second": 0.021
}
],
"max_steps": 3000,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.9578161880465408e+20,
"trial_name": null,
"trial_params": null
}