|
{ |
|
"best_metric": 1.1292170286178589, |
|
"best_model_checkpoint": "/fs/startiger0/nmoghe/experiments/pbert/base/small/conv/en-de/mbert-tlm-chat-pe/checkpoint-237500", |
|
"epoch": 20.0, |
|
"global_step": 250000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 4.9500000000000004e-05, |
|
"loss": 1.8404, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 4.9e-05, |
|
"loss": 1.6309, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 4.85e-05, |
|
"loss": 1.5295, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 4.8e-05, |
|
"loss": 1.4759, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 4.75e-05, |
|
"loss": 1.4358, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 1.3657480478286743, |
|
"eval_runtime": 8.9273, |
|
"eval_samples_per_second": 112.016, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 4.7e-05, |
|
"loss": 1.386, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 4.6500000000000005e-05, |
|
"loss": 1.3555, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 1.3255, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 4.55e-05, |
|
"loss": 1.3031, |
|
"step": 22500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 4.5e-05, |
|
"loss": 1.276, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 1.3058555126190186, |
|
"eval_runtime": 8.8749, |
|
"eval_samples_per_second": 112.677, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 4.4500000000000004e-05, |
|
"loss": 1.249, |
|
"step": 27500 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 1.2339, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 4.35e-05, |
|
"loss": 1.2192, |
|
"step": 32500 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 4.3e-05, |
|
"loss": 1.2013, |
|
"step": 35000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 4.25e-05, |
|
"loss": 1.1863, |
|
"step": 37500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 1.3136135339736938, |
|
"eval_runtime": 8.847, |
|
"eval_samples_per_second": 113.033, |
|
"step": 37500 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 4.2e-05, |
|
"loss": 1.1564, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 4.15e-05, |
|
"loss": 1.1451, |
|
"step": 42500 |
|
}, |
|
{ |
|
"epoch": 3.6, |
|
"learning_rate": 4.1e-05, |
|
"loss": 1.1454, |
|
"step": 45000 |
|
}, |
|
{ |
|
"epoch": 3.8, |
|
"learning_rate": 4.05e-05, |
|
"loss": 1.1322, |
|
"step": 47500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4e-05, |
|
"loss": 1.1245, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 1.2940223217010498, |
|
"eval_runtime": 8.844, |
|
"eval_samples_per_second": 113.071, |
|
"step": 50000 |
|
}, |
|
{ |
|
"epoch": 4.2, |
|
"learning_rate": 3.9500000000000005e-05, |
|
"loss": 1.0988, |
|
"step": 52500 |
|
}, |
|
{ |
|
"epoch": 4.4, |
|
"learning_rate": 3.9000000000000006e-05, |
|
"loss": 1.0768, |
|
"step": 55000 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"learning_rate": 3.85e-05, |
|
"loss": 1.0807, |
|
"step": 57500 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 3.8e-05, |
|
"loss": 1.0793, |
|
"step": 60000 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 1.0549, |
|
"step": 62500 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 1.267952561378479, |
|
"eval_runtime": 8.8578, |
|
"eval_samples_per_second": 112.895, |
|
"step": 62500 |
|
}, |
|
{ |
|
"epoch": 5.2, |
|
"learning_rate": 3.7e-05, |
|
"loss": 1.0449, |
|
"step": 65000 |
|
}, |
|
{ |
|
"epoch": 5.4, |
|
"learning_rate": 3.65e-05, |
|
"loss": 1.0326, |
|
"step": 67500 |
|
}, |
|
{ |
|
"epoch": 5.6, |
|
"learning_rate": 3.6e-05, |
|
"loss": 1.0234, |
|
"step": 70000 |
|
}, |
|
{ |
|
"epoch": 5.8, |
|
"learning_rate": 3.55e-05, |
|
"loss": 1.0157, |
|
"step": 72500 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 3.5e-05, |
|
"loss": 1.0127, |
|
"step": 75000 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 1.2752054929733276, |
|
"eval_runtime": 8.8449, |
|
"eval_samples_per_second": 113.059, |
|
"step": 75000 |
|
}, |
|
{ |
|
"epoch": 6.2, |
|
"learning_rate": 3.45e-05, |
|
"loss": 0.9872, |
|
"step": 77500 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 3.4000000000000007e-05, |
|
"loss": 0.9805, |
|
"step": 80000 |
|
}, |
|
{ |
|
"epoch": 6.6, |
|
"learning_rate": 3.35e-05, |
|
"loss": 0.9781, |
|
"step": 82500 |
|
}, |
|
{ |
|
"epoch": 6.8, |
|
"learning_rate": 3.3e-05, |
|
"loss": 0.9722, |
|
"step": 85000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 3.2500000000000004e-05, |
|
"loss": 0.9763, |
|
"step": 87500 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 1.2642838954925537, |
|
"eval_runtime": 8.8491, |
|
"eval_samples_per_second": 113.006, |
|
"step": 87500 |
|
}, |
|
{ |
|
"epoch": 7.2, |
|
"learning_rate": 3.2000000000000005e-05, |
|
"loss": 0.9378, |
|
"step": 90000 |
|
}, |
|
{ |
|
"epoch": 7.4, |
|
"learning_rate": 3.15e-05, |
|
"loss": 0.946, |
|
"step": 92500 |
|
}, |
|
{ |
|
"epoch": 7.6, |
|
"learning_rate": 3.1e-05, |
|
"loss": 0.9478, |
|
"step": 95000 |
|
}, |
|
{ |
|
"epoch": 7.8, |
|
"learning_rate": 3.05e-05, |
|
"loss": 0.9375, |
|
"step": 97500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 3e-05, |
|
"loss": 0.9409, |
|
"step": 100000 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.2444370985031128, |
|
"eval_runtime": 8.8563, |
|
"eval_samples_per_second": 112.914, |
|
"step": 100000 |
|
}, |
|
{ |
|
"epoch": 8.2, |
|
"learning_rate": 2.95e-05, |
|
"loss": 0.9093, |
|
"step": 102500 |
|
}, |
|
{ |
|
"epoch": 8.4, |
|
"learning_rate": 2.9e-05, |
|
"loss": 0.9071, |
|
"step": 105000 |
|
}, |
|
{ |
|
"epoch": 8.6, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 0.9018, |
|
"step": 107500 |
|
}, |
|
{ |
|
"epoch": 8.8, |
|
"learning_rate": 2.8000000000000003e-05, |
|
"loss": 0.8963, |
|
"step": 110000 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 2.7500000000000004e-05, |
|
"loss": 0.8909, |
|
"step": 112500 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 1.2180256843566895, |
|
"eval_runtime": 8.851, |
|
"eval_samples_per_second": 112.982, |
|
"step": 112500 |
|
}, |
|
{ |
|
"epoch": 9.2, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 0.8717, |
|
"step": 115000 |
|
}, |
|
{ |
|
"epoch": 9.4, |
|
"learning_rate": 2.6500000000000004e-05, |
|
"loss": 0.8698, |
|
"step": 117500 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 2.6000000000000002e-05, |
|
"loss": 0.8663, |
|
"step": 120000 |
|
}, |
|
{ |
|
"epoch": 9.8, |
|
"learning_rate": 2.5500000000000003e-05, |
|
"loss": 0.8672, |
|
"step": 122500 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.8495, |
|
"step": 125000 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.2572065591812134, |
|
"eval_runtime": 8.854, |
|
"eval_samples_per_second": 112.943, |
|
"step": 125000 |
|
}, |
|
{ |
|
"epoch": 10.2, |
|
"learning_rate": 2.45e-05, |
|
"loss": 0.8392, |
|
"step": 127500 |
|
}, |
|
{ |
|
"epoch": 10.4, |
|
"learning_rate": 2.4e-05, |
|
"loss": 0.8377, |
|
"step": 130000 |
|
}, |
|
{ |
|
"epoch": 10.6, |
|
"learning_rate": 2.35e-05, |
|
"loss": 0.833, |
|
"step": 132500 |
|
}, |
|
{ |
|
"epoch": 10.8, |
|
"learning_rate": 2.3000000000000003e-05, |
|
"loss": 0.8347, |
|
"step": 135000 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 2.25e-05, |
|
"loss": 0.8226, |
|
"step": 137500 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 1.213756799697876, |
|
"eval_runtime": 8.8526, |
|
"eval_samples_per_second": 112.962, |
|
"step": 137500 |
|
}, |
|
{ |
|
"epoch": 11.2, |
|
"learning_rate": 2.2000000000000003e-05, |
|
"loss": 0.8166, |
|
"step": 140000 |
|
}, |
|
{ |
|
"epoch": 11.4, |
|
"learning_rate": 2.15e-05, |
|
"loss": 0.8027, |
|
"step": 142500 |
|
}, |
|
{ |
|
"epoch": 11.6, |
|
"learning_rate": 2.1e-05, |
|
"loss": 0.8011, |
|
"step": 145000 |
|
}, |
|
{ |
|
"epoch": 11.8, |
|
"learning_rate": 2.05e-05, |
|
"loss": 0.7975, |
|
"step": 147500 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 2e-05, |
|
"loss": 0.7952, |
|
"step": 150000 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 1.2098476886749268, |
|
"eval_runtime": 8.8556, |
|
"eval_samples_per_second": 112.923, |
|
"step": 150000 |
|
}, |
|
{ |
|
"epoch": 12.2, |
|
"learning_rate": 1.9500000000000003e-05, |
|
"loss": 0.7738, |
|
"step": 152500 |
|
}, |
|
{ |
|
"epoch": 12.4, |
|
"learning_rate": 1.9e-05, |
|
"loss": 0.7779, |
|
"step": 155000 |
|
}, |
|
{ |
|
"epoch": 12.6, |
|
"learning_rate": 1.85e-05, |
|
"loss": 0.7733, |
|
"step": 157500 |
|
}, |
|
{ |
|
"epoch": 12.8, |
|
"learning_rate": 1.8e-05, |
|
"loss": 0.7686, |
|
"step": 160000 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 1.75e-05, |
|
"loss": 0.773, |
|
"step": 162500 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_loss": 1.1837059259414673, |
|
"eval_runtime": 8.8557, |
|
"eval_samples_per_second": 112.922, |
|
"step": 162500 |
|
}, |
|
{ |
|
"epoch": 13.2, |
|
"learning_rate": 1.7000000000000003e-05, |
|
"loss": 0.7526, |
|
"step": 165000 |
|
}, |
|
{ |
|
"epoch": 13.4, |
|
"learning_rate": 1.65e-05, |
|
"loss": 0.7529, |
|
"step": 167500 |
|
}, |
|
{ |
|
"epoch": 13.6, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.7508, |
|
"step": 170000 |
|
}, |
|
{ |
|
"epoch": 13.8, |
|
"learning_rate": 1.55e-05, |
|
"loss": 0.7448, |
|
"step": 172500 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.7389, |
|
"step": 175000 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.2173564434051514, |
|
"eval_runtime": 8.857, |
|
"eval_samples_per_second": 112.906, |
|
"step": 175000 |
|
}, |
|
{ |
|
"epoch": 14.2, |
|
"learning_rate": 1.45e-05, |
|
"loss": 0.7323, |
|
"step": 177500 |
|
}, |
|
{ |
|
"epoch": 14.4, |
|
"learning_rate": 1.4000000000000001e-05, |
|
"loss": 0.7212, |
|
"step": 180000 |
|
}, |
|
{ |
|
"epoch": 14.6, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 0.7293, |
|
"step": 182500 |
|
}, |
|
{ |
|
"epoch": 14.8, |
|
"learning_rate": 1.3000000000000001e-05, |
|
"loss": 0.7242, |
|
"step": 185000 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.7081, |
|
"step": 187500 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_loss": 1.1677768230438232, |
|
"eval_runtime": 8.8548, |
|
"eval_samples_per_second": 112.933, |
|
"step": 187500 |
|
}, |
|
{ |
|
"epoch": 15.2, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.7082, |
|
"step": 190000 |
|
}, |
|
{ |
|
"epoch": 15.4, |
|
"learning_rate": 1.1500000000000002e-05, |
|
"loss": 0.6987, |
|
"step": 192500 |
|
}, |
|
{ |
|
"epoch": 15.6, |
|
"learning_rate": 1.1000000000000001e-05, |
|
"loss": 0.7037, |
|
"step": 195000 |
|
}, |
|
{ |
|
"epoch": 15.8, |
|
"learning_rate": 1.05e-05, |
|
"loss": 0.7017, |
|
"step": 197500 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 1e-05, |
|
"loss": 0.6963, |
|
"step": 200000 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 1.1409714221954346, |
|
"eval_runtime": 8.8534, |
|
"eval_samples_per_second": 112.95, |
|
"step": 200000 |
|
}, |
|
{ |
|
"epoch": 16.2, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.69, |
|
"step": 202500 |
|
}, |
|
{ |
|
"epoch": 16.4, |
|
"learning_rate": 9e-06, |
|
"loss": 0.6777, |
|
"step": 205000 |
|
}, |
|
{ |
|
"epoch": 16.6, |
|
"learning_rate": 8.500000000000002e-06, |
|
"loss": 0.6786, |
|
"step": 207500 |
|
}, |
|
{ |
|
"epoch": 16.8, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.6806, |
|
"step": 210000 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"learning_rate": 7.5e-06, |
|
"loss": 0.6715, |
|
"step": 212500 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_loss": 1.1735785007476807, |
|
"eval_runtime": 8.8543, |
|
"eval_samples_per_second": 112.939, |
|
"step": 212500 |
|
}, |
|
{ |
|
"epoch": 17.2, |
|
"learning_rate": 7.000000000000001e-06, |
|
"loss": 0.661, |
|
"step": 215000 |
|
}, |
|
{ |
|
"epoch": 17.4, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.6583, |
|
"step": 217500 |
|
}, |
|
{ |
|
"epoch": 17.6, |
|
"learning_rate": 6e-06, |
|
"loss": 0.6584, |
|
"step": 220000 |
|
}, |
|
{ |
|
"epoch": 17.8, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.661, |
|
"step": 222500 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"learning_rate": 5e-06, |
|
"loss": 0.6508, |
|
"step": 225000 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_loss": 1.148830533027649, |
|
"eval_runtime": 8.857, |
|
"eval_samples_per_second": 112.905, |
|
"step": 225000 |
|
}, |
|
{ |
|
"epoch": 18.2, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.6502, |
|
"step": 227500 |
|
}, |
|
{ |
|
"epoch": 18.4, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.6405, |
|
"step": 230000 |
|
}, |
|
{ |
|
"epoch": 18.6, |
|
"learning_rate": 3.5000000000000004e-06, |
|
"loss": 0.6493, |
|
"step": 232500 |
|
}, |
|
{ |
|
"epoch": 18.8, |
|
"learning_rate": 3e-06, |
|
"loss": 0.6369, |
|
"step": 235000 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.6367, |
|
"step": 237500 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_loss": 1.1292170286178589, |
|
"eval_runtime": 8.8689, |
|
"eval_samples_per_second": 112.754, |
|
"step": 237500 |
|
}, |
|
{ |
|
"epoch": 19.2, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.6379, |
|
"step": 240000 |
|
}, |
|
{ |
|
"epoch": 19.4, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.6314, |
|
"step": 242500 |
|
}, |
|
{ |
|
"epoch": 19.6, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.6362, |
|
"step": 245000 |
|
}, |
|
{ |
|
"epoch": 19.8, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.629, |
|
"step": 247500 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.6271, |
|
"step": 250000 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_loss": 1.1654033660888672, |
|
"eval_runtime": 8.8585, |
|
"eval_samples_per_second": 112.886, |
|
"step": 250000 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"step": 250000, |
|
"train_runtime": 68180.3676, |
|
"train_samples_per_second": 3.667 |
|
} |
|
], |
|
"max_steps": 250000, |
|
"num_train_epochs": 20, |
|
"total_flos": 292133171565386244, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|