|
{ |
|
"best_metric": 2.8276827335357666, |
|
"best_model_checkpoint": "/exports/eddie/scratch/s1970716/models/summarization/longt5_xl_sfd_bp_40/checkpoint-71", |
|
"epoch": 19.47826086956522, |
|
"eval_steps": 500, |
|
"global_step": 280, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 0.001, |
|
"loss": 0.0873, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 0.001, |
|
"loss": 0.1042, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 0.001, |
|
"loss": 0.1006, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 0.001, |
|
"loss": 0.1057, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 0.001, |
|
"loss": 0.1157, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 0.001, |
|
"loss": 0.1099, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 0.001, |
|
"loss": 0.1033, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"eval_gen_len": 279.7507418397626, |
|
"eval_loss": 3.109584331512451, |
|
"eval_rouge1": 40.3355, |
|
"eval_rouge2": 16.0557, |
|
"eval_rougeL": 27.4642, |
|
"eval_rougeLsum": 38.6436, |
|
"eval_runtime": 1755.4356, |
|
"eval_samples_per_second": 0.192, |
|
"eval_steps_per_second": 0.024, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 0.001, |
|
"loss": 0.0862, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 0.001, |
|
"loss": 0.086, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 0.001, |
|
"loss": 0.0666, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 0.001, |
|
"loss": 0.0732, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 0.001, |
|
"loss": 0.0981, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 0.001, |
|
"loss": 0.0995, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 0.001, |
|
"loss": 0.0836, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"eval_gen_len": 368.4658753709199, |
|
"eval_loss": 3.036095142364502, |
|
"eval_rouge1": 38.2411, |
|
"eval_rouge2": 16.5448, |
|
"eval_rougeL": 26.6409, |
|
"eval_rougeLsum": 36.5841, |
|
"eval_runtime": 1798.7338, |
|
"eval_samples_per_second": 0.187, |
|
"eval_steps_per_second": 0.024, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 0.001, |
|
"loss": 0.091, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 0.001, |
|
"loss": 0.072, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 0.001, |
|
"loss": 0.0779, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 0.001, |
|
"loss": 0.0598, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 0.001, |
|
"loss": 0.0624, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 0.001, |
|
"loss": 0.0823, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 0.001, |
|
"loss": 0.0717, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"eval_gen_len": 489.2047477744807, |
|
"eval_loss": 2.9388694763183594, |
|
"eval_rouge1": 32.0114, |
|
"eval_rouge2": 13.7953, |
|
"eval_rougeL": 22.278, |
|
"eval_rougeLsum": 30.726, |
|
"eval_runtime": 1801.0686, |
|
"eval_samples_per_second": 0.187, |
|
"eval_steps_per_second": 0.024, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 0.001, |
|
"loss": 0.0677, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 0.001, |
|
"loss": 0.0665, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 0.001, |
|
"loss": 0.0732, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 0.001, |
|
"loss": 0.0573, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 0.001, |
|
"loss": 0.0537, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 3.76, |
|
"learning_rate": 0.001, |
|
"loss": 0.0787, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 3.9, |
|
"learning_rate": 0.001, |
|
"loss": 0.0614, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 3.97, |
|
"eval_gen_len": 477.7240356083086, |
|
"eval_loss": 3.0221002101898193, |
|
"eval_rouge1": 32.969, |
|
"eval_rouge2": 13.7053, |
|
"eval_rougeL": 22.7428, |
|
"eval_rougeLsum": 31.6951, |
|
"eval_runtime": 1800.6727, |
|
"eval_samples_per_second": 0.187, |
|
"eval_steps_per_second": 0.024, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 0.001, |
|
"loss": 0.0598, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 4.17, |
|
"learning_rate": 0.001, |
|
"loss": 0.055, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 0.001, |
|
"loss": 0.0485, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 4.45, |
|
"learning_rate": 0.001, |
|
"loss": 0.0482, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 4.59, |
|
"learning_rate": 0.001, |
|
"loss": 0.0586, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 4.73, |
|
"learning_rate": 0.001, |
|
"loss": 0.0612, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 4.87, |
|
"learning_rate": 0.001, |
|
"loss": 0.1275, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 4.94, |
|
"eval_gen_len": 294.08902077151333, |
|
"eval_loss": 2.8276827335357666, |
|
"eval_rouge1": 40.6965, |
|
"eval_rouge2": 17.2793, |
|
"eval_rougeL": 27.8429, |
|
"eval_rougeLsum": 39.0726, |
|
"eval_runtime": 1758.653, |
|
"eval_samples_per_second": 0.192, |
|
"eval_steps_per_second": 0.024, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 0.001, |
|
"loss": 0.0615, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 5.15, |
|
"learning_rate": 0.001, |
|
"loss": 0.0422, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 5.29, |
|
"learning_rate": 0.001, |
|
"loss": 0.04, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 5.43, |
|
"learning_rate": 0.001, |
|
"loss": 0.0439, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 5.57, |
|
"learning_rate": 0.001, |
|
"loss": 0.0797, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 5.7, |
|
"learning_rate": 0.001, |
|
"loss": 0.1061, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 5.84, |
|
"learning_rate": 0.001, |
|
"loss": 0.0778, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 5.98, |
|
"learning_rate": 0.001, |
|
"loss": 0.0511, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 5.98, |
|
"eval_gen_len": 476.84569732937683, |
|
"eval_loss": 3.043327808380127, |
|
"eval_rouge1": 33.6479, |
|
"eval_rouge2": 15.0729, |
|
"eval_rougeL": 23.5443, |
|
"eval_rougeLsum": 32.3304, |
|
"eval_runtime": 1800.1403, |
|
"eval_samples_per_second": 0.187, |
|
"eval_steps_per_second": 0.024, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 6.12, |
|
"learning_rate": 0.001, |
|
"loss": 0.0429, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 6.26, |
|
"learning_rate": 0.001, |
|
"loss": 0.0405, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 0.001, |
|
"loss": 0.0431, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 6.54, |
|
"learning_rate": 0.001, |
|
"loss": 0.0481, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 6.68, |
|
"learning_rate": 0.001, |
|
"loss": 0.0598, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 6.82, |
|
"learning_rate": 0.001, |
|
"loss": 0.0788, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 6.96, |
|
"learning_rate": 0.001, |
|
"loss": 0.0666, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 6.96, |
|
"eval_gen_len": 390.43620178041544, |
|
"eval_loss": 3.1150412559509277, |
|
"eval_rouge1": 37.743, |
|
"eval_rouge2": 16.2368, |
|
"eval_rougeL": 26.2524, |
|
"eval_rougeLsum": 36.1313, |
|
"eval_runtime": 1800.3794, |
|
"eval_samples_per_second": 0.187, |
|
"eval_steps_per_second": 0.024, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 7.1, |
|
"learning_rate": 0.001, |
|
"loss": 0.0532, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 7.23, |
|
"learning_rate": 0.001, |
|
"loss": 0.0591, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 7.37, |
|
"learning_rate": 0.001, |
|
"loss": 0.0325, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 7.51, |
|
"learning_rate": 0.001, |
|
"loss": 0.0362, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 7.65, |
|
"learning_rate": 0.001, |
|
"loss": 0.0424, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 7.79, |
|
"learning_rate": 0.001, |
|
"loss": 0.0405, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 7.93, |
|
"learning_rate": 0.001, |
|
"loss": 0.0398, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_gen_len": 203.40059347181008, |
|
"eval_loss": 3.2224972248077393, |
|
"eval_rouge1": 41.3177, |
|
"eval_rouge2": 16.6663, |
|
"eval_rougeL": 28.7806, |
|
"eval_rougeLsum": 39.5914, |
|
"eval_runtime": 1514.3306, |
|
"eval_samples_per_second": 0.223, |
|
"eval_steps_per_second": 0.028, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 8.07, |
|
"learning_rate": 0.001, |
|
"loss": 0.0391, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 8.21, |
|
"learning_rate": 0.001, |
|
"loss": 0.0372, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 8.35, |
|
"learning_rate": 0.001, |
|
"loss": 0.0317, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 8.49, |
|
"learning_rate": 0.001, |
|
"loss": 0.0333, |
|
"step": 122 |
|
}, |
|
{ |
|
"epoch": 8.63, |
|
"learning_rate": 0.001, |
|
"loss": 0.04, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 8.77, |
|
"learning_rate": 0.001, |
|
"loss": 0.1656, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 8.9, |
|
"learning_rate": 0.001, |
|
"loss": 0.0396, |
|
"step": 128 |
|
}, |
|
{ |
|
"epoch": 8.97, |
|
"eval_gen_len": 123.83086053412462, |
|
"eval_loss": 3.1462180614471436, |
|
"eval_rouge1": 39.9605, |
|
"eval_rouge2": 16.6732, |
|
"eval_rougeL": 28.3459, |
|
"eval_rougeLsum": 38.226, |
|
"eval_runtime": 1008.3447, |
|
"eval_samples_per_second": 0.334, |
|
"eval_steps_per_second": 0.043, |
|
"step": 129 |
|
}, |
|
{ |
|
"epoch": 9.04, |
|
"learning_rate": 0.001, |
|
"loss": 0.0464, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 9.18, |
|
"learning_rate": 0.001, |
|
"loss": 0.066, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 9.32, |
|
"learning_rate": 0.001, |
|
"loss": 0.0693, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 9.46, |
|
"learning_rate": 0.001, |
|
"loss": 0.038, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 0.001, |
|
"loss": 0.0311, |
|
"step": 138 |
|
}, |
|
{ |
|
"epoch": 9.74, |
|
"learning_rate": 0.001, |
|
"loss": 0.0331, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 9.88, |
|
"learning_rate": 0.001, |
|
"loss": 0.0466, |
|
"step": 142 |
|
}, |
|
{ |
|
"epoch": 9.95, |
|
"eval_gen_len": 298.55786350148367, |
|
"eval_loss": 3.2544760704040527, |
|
"eval_rouge1": 40.7977, |
|
"eval_rouge2": 16.9616, |
|
"eval_rougeL": 27.427, |
|
"eval_rougeLsum": 38.8973, |
|
"eval_runtime": 1774.1286, |
|
"eval_samples_per_second": 0.19, |
|
"eval_steps_per_second": 0.024, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"learning_rate": 0.001, |
|
"loss": 0.0309, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 10.16, |
|
"learning_rate": 0.001, |
|
"loss": 0.0311, |
|
"step": 146 |
|
}, |
|
{ |
|
"epoch": 10.3, |
|
"learning_rate": 0.001, |
|
"loss": 0.0305, |
|
"step": 148 |
|
}, |
|
{ |
|
"epoch": 10.43, |
|
"learning_rate": 0.001, |
|
"loss": 0.0323, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 10.57, |
|
"learning_rate": 0.001, |
|
"loss": 0.034, |
|
"step": 152 |
|
}, |
|
{ |
|
"epoch": 10.71, |
|
"learning_rate": 0.001, |
|
"loss": 0.0344, |
|
"step": 154 |
|
}, |
|
{ |
|
"epoch": 10.85, |
|
"learning_rate": 0.001, |
|
"loss": 0.0347, |
|
"step": 156 |
|
}, |
|
{ |
|
"epoch": 10.99, |
|
"learning_rate": 0.001, |
|
"loss": 0.043, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 10.99, |
|
"eval_gen_len": 425.13946587537095, |
|
"eval_loss": 3.3188469409942627, |
|
"eval_rouge1": 36.6349, |
|
"eval_rouge2": 16.1781, |
|
"eval_rougeL": 25.1327, |
|
"eval_rougeLsum": 35.1793, |
|
"eval_runtime": 1793.8451, |
|
"eval_samples_per_second": 0.188, |
|
"eval_steps_per_second": 0.024, |
|
"step": 158 |
|
}, |
|
{ |
|
"epoch": 11.13, |
|
"learning_rate": 0.001, |
|
"loss": 0.0421, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 11.27, |
|
"learning_rate": 0.001, |
|
"loss": 0.03, |
|
"step": 162 |
|
}, |
|
{ |
|
"epoch": 11.41, |
|
"learning_rate": 0.001, |
|
"loss": 0.0294, |
|
"step": 164 |
|
}, |
|
{ |
|
"epoch": 11.55, |
|
"learning_rate": 0.001, |
|
"loss": 0.0259, |
|
"step": 166 |
|
}, |
|
{ |
|
"epoch": 11.69, |
|
"learning_rate": 0.001, |
|
"loss": 0.0306, |
|
"step": 168 |
|
}, |
|
{ |
|
"epoch": 11.83, |
|
"learning_rate": 0.001, |
|
"loss": 0.0644, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 11.97, |
|
"learning_rate": 0.001, |
|
"loss": 0.0538, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 11.97, |
|
"eval_gen_len": 394.86053412462905, |
|
"eval_loss": 2.8277456760406494, |
|
"eval_rouge1": 36.7878, |
|
"eval_rouge2": 15.1186, |
|
"eval_rougeL": 24.9774, |
|
"eval_rougeLsum": 35.275, |
|
"eval_runtime": 1794.0118, |
|
"eval_samples_per_second": 0.188, |
|
"eval_steps_per_second": 0.024, |
|
"step": 172 |
|
}, |
|
{ |
|
"epoch": 12.1, |
|
"learning_rate": 0.001, |
|
"loss": 0.0703, |
|
"step": 174 |
|
}, |
|
{ |
|
"epoch": 12.24, |
|
"learning_rate": 0.001, |
|
"loss": 0.0298, |
|
"step": 176 |
|
}, |
|
{ |
|
"epoch": 12.38, |
|
"learning_rate": 0.001, |
|
"loss": 0.0228, |
|
"step": 178 |
|
}, |
|
{ |
|
"epoch": 12.52, |
|
"learning_rate": 0.001, |
|
"loss": 0.0279, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 12.66, |
|
"learning_rate": 0.001, |
|
"loss": 0.0254, |
|
"step": 182 |
|
}, |
|
{ |
|
"epoch": 12.8, |
|
"learning_rate": 0.001, |
|
"loss": 0.0281, |
|
"step": 184 |
|
}, |
|
{ |
|
"epoch": 12.94, |
|
"learning_rate": 0.001, |
|
"loss": 0.028, |
|
"step": 186 |
|
}, |
|
{ |
|
"epoch": 12.94, |
|
"eval_gen_len": 188.1780415430267, |
|
"eval_loss": 3.4398186206817627, |
|
"eval_rouge1": 42.9644, |
|
"eval_rouge2": 18.1812, |
|
"eval_rougeL": 29.1539, |
|
"eval_rougeLsum": 41.0465, |
|
"eval_runtime": 1387.7431, |
|
"eval_samples_per_second": 0.243, |
|
"eval_steps_per_second": 0.031, |
|
"step": 186 |
|
}, |
|
{ |
|
"epoch": 13.08, |
|
"learning_rate": 0.001, |
|
"loss": 0.0322, |
|
"step": 188 |
|
}, |
|
{ |
|
"epoch": 13.22, |
|
"learning_rate": 0.001, |
|
"loss": 0.0253, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 13.36, |
|
"learning_rate": 0.001, |
|
"loss": 0.0538, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 13.5, |
|
"learning_rate": 0.001, |
|
"loss": 0.0417, |
|
"step": 194 |
|
}, |
|
{ |
|
"epoch": 13.63, |
|
"learning_rate": 0.001, |
|
"loss": 0.0664, |
|
"step": 196 |
|
}, |
|
{ |
|
"epoch": 13.77, |
|
"learning_rate": 0.001, |
|
"loss": 0.1414, |
|
"step": 198 |
|
}, |
|
{ |
|
"epoch": 13.91, |
|
"learning_rate": 0.001, |
|
"loss": 0.1056, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 13.98, |
|
"eval_gen_len": 261.2967359050445, |
|
"eval_loss": 3.33475661277771, |
|
"eval_rouge1": 41.1626, |
|
"eval_rouge2": 17.1605, |
|
"eval_rougeL": 27.6558, |
|
"eval_rougeLsum": 39.2548, |
|
"eval_runtime": 1747.9005, |
|
"eval_samples_per_second": 0.193, |
|
"eval_steps_per_second": 0.025, |
|
"step": 201 |
|
}, |
|
{ |
|
"epoch": 14.05, |
|
"learning_rate": 0.001, |
|
"loss": 0.0509, |
|
"step": 202 |
|
}, |
|
{ |
|
"epoch": 14.19, |
|
"learning_rate": 0.001, |
|
"loss": 0.0251, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 14.33, |
|
"learning_rate": 0.001, |
|
"loss": 0.0302, |
|
"step": 206 |
|
}, |
|
{ |
|
"epoch": 14.47, |
|
"learning_rate": 0.001, |
|
"loss": 0.0228, |
|
"step": 208 |
|
}, |
|
{ |
|
"epoch": 14.61, |
|
"learning_rate": 0.001, |
|
"loss": 0.0261, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 14.75, |
|
"learning_rate": 0.001, |
|
"loss": 0.0289, |
|
"step": 212 |
|
}, |
|
{ |
|
"epoch": 14.89, |
|
"learning_rate": 0.001, |
|
"loss": 0.0303, |
|
"step": 214 |
|
}, |
|
{ |
|
"epoch": 14.96, |
|
"eval_gen_len": 231.60830860534125, |
|
"eval_loss": 3.0237529277801514, |
|
"eval_rouge1": 42.2372, |
|
"eval_rouge2": 17.7292, |
|
"eval_rougeL": 28.8099, |
|
"eval_rougeLsum": 40.3325, |
|
"eval_runtime": 1583.6175, |
|
"eval_samples_per_second": 0.213, |
|
"eval_steps_per_second": 0.027, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 15.03, |
|
"learning_rate": 0.001, |
|
"loss": 0.0474, |
|
"step": 216 |
|
}, |
|
{ |
|
"epoch": 15.17, |
|
"learning_rate": 0.001, |
|
"loss": 0.0252, |
|
"step": 218 |
|
}, |
|
{ |
|
"epoch": 15.3, |
|
"learning_rate": 0.001, |
|
"loss": 0.019, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 15.44, |
|
"learning_rate": 0.001, |
|
"loss": 0.0222, |
|
"step": 222 |
|
}, |
|
{ |
|
"epoch": 15.58, |
|
"learning_rate": 0.001, |
|
"loss": 0.0241, |
|
"step": 224 |
|
}, |
|
{ |
|
"epoch": 15.72, |
|
"learning_rate": 0.001, |
|
"loss": 0.0236, |
|
"step": 226 |
|
}, |
|
{ |
|
"epoch": 15.86, |
|
"learning_rate": 0.001, |
|
"loss": 0.0216, |
|
"step": 228 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"learning_rate": 0.001, |
|
"loss": 0.0234, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_gen_len": 306.16023738872406, |
|
"eval_loss": 3.34845232963562, |
|
"eval_rouge1": 41.714, |
|
"eval_rouge2": 17.7161, |
|
"eval_rougeL": 27.9345, |
|
"eval_rougeLsum": 39.8519, |
|
"eval_runtime": 1759.4496, |
|
"eval_samples_per_second": 0.192, |
|
"eval_steps_per_second": 0.024, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 16.14, |
|
"learning_rate": 0.001, |
|
"loss": 0.021, |
|
"step": 232 |
|
}, |
|
{ |
|
"epoch": 16.28, |
|
"learning_rate": 0.001, |
|
"loss": 0.0232, |
|
"step": 234 |
|
}, |
|
{ |
|
"epoch": 16.42, |
|
"learning_rate": 0.001, |
|
"loss": 0.0223, |
|
"step": 236 |
|
}, |
|
{ |
|
"epoch": 16.56, |
|
"learning_rate": 0.001, |
|
"loss": 0.0286, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 16.7, |
|
"learning_rate": 0.001, |
|
"loss": 0.024, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 16.83, |
|
"learning_rate": 0.001, |
|
"loss": 0.0326, |
|
"step": 242 |
|
}, |
|
{ |
|
"epoch": 16.97, |
|
"learning_rate": 0.001, |
|
"loss": 0.0263, |
|
"step": 244 |
|
}, |
|
{ |
|
"epoch": 16.97, |
|
"eval_gen_len": 210.71216617210683, |
|
"eval_loss": 3.2419376373291016, |
|
"eval_rouge1": 42.0014, |
|
"eval_rouge2": 17.2719, |
|
"eval_rougeL": 28.499, |
|
"eval_rougeLsum": 40.2024, |
|
"eval_runtime": 1510.2771, |
|
"eval_samples_per_second": 0.223, |
|
"eval_steps_per_second": 0.028, |
|
"step": 244 |
|
}, |
|
{ |
|
"epoch": 17.11, |
|
"learning_rate": 0.001, |
|
"loss": 0.0238, |
|
"step": 246 |
|
}, |
|
{ |
|
"epoch": 17.25, |
|
"learning_rate": 0.001, |
|
"loss": 0.0218, |
|
"step": 248 |
|
}, |
|
{ |
|
"epoch": 17.39, |
|
"learning_rate": 0.001, |
|
"loss": 0.0249, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 17.53, |
|
"learning_rate": 0.001, |
|
"loss": 0.0257, |
|
"step": 252 |
|
}, |
|
{ |
|
"epoch": 17.67, |
|
"learning_rate": 0.001, |
|
"loss": 0.036, |
|
"step": 254 |
|
}, |
|
{ |
|
"epoch": 17.81, |
|
"learning_rate": 0.001, |
|
"loss": 0.0328, |
|
"step": 256 |
|
}, |
|
{ |
|
"epoch": 17.95, |
|
"learning_rate": 0.001, |
|
"loss": 0.0225, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 17.95, |
|
"eval_gen_len": 248.5786350148368, |
|
"eval_loss": 3.3452718257904053, |
|
"eval_rouge1": 41.7766, |
|
"eval_rouge2": 17.7154, |
|
"eval_rougeL": 28.4692, |
|
"eval_rougeLsum": 39.9749, |
|
"eval_runtime": 1646.4459, |
|
"eval_samples_per_second": 0.205, |
|
"eval_steps_per_second": 0.026, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 18.09, |
|
"learning_rate": 0.001, |
|
"loss": 0.0225, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 18.23, |
|
"learning_rate": 0.001, |
|
"loss": 0.0211, |
|
"step": 262 |
|
}, |
|
{ |
|
"epoch": 18.37, |
|
"learning_rate": 0.001, |
|
"loss": 0.0201, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 18.5, |
|
"learning_rate": 0.001, |
|
"loss": 0.0235, |
|
"step": 266 |
|
}, |
|
{ |
|
"epoch": 18.64, |
|
"learning_rate": 0.001, |
|
"loss": 0.0209, |
|
"step": 268 |
|
}, |
|
{ |
|
"epoch": 18.78, |
|
"learning_rate": 0.001, |
|
"loss": 0.0211, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 18.92, |
|
"learning_rate": 0.001, |
|
"loss": 0.0225, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 18.99, |
|
"eval_gen_len": 248.6379821958457, |
|
"eval_loss": 3.4440982341766357, |
|
"eval_rouge1": 42.1727, |
|
"eval_rouge2": 17.598, |
|
"eval_rougeL": 28.5122, |
|
"eval_rougeLsum": 40.4005, |
|
"eval_runtime": 1700.2721, |
|
"eval_samples_per_second": 0.198, |
|
"eval_steps_per_second": 0.025, |
|
"step": 273 |
|
}, |
|
{ |
|
"epoch": 19.06, |
|
"learning_rate": 0.001, |
|
"loss": 0.0213, |
|
"step": 274 |
|
}, |
|
{ |
|
"epoch": 19.2, |
|
"learning_rate": 0.001, |
|
"loss": 0.0221, |
|
"step": 276 |
|
}, |
|
{ |
|
"epoch": 19.34, |
|
"learning_rate": 0.001, |
|
"loss": 0.0189, |
|
"step": 278 |
|
}, |
|
{ |
|
"epoch": 19.48, |
|
"learning_rate": 0.001, |
|
"loss": 0.0211, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 19.48, |
|
"eval_gen_len": 200.37982195845697, |
|
"eval_loss": 3.321052074432373, |
|
"eval_rouge1": 42.5239, |
|
"eval_rouge2": 17.4102, |
|
"eval_rougeL": 28.6868, |
|
"eval_rougeLsum": 40.6537, |
|
"eval_runtime": 1595.3839, |
|
"eval_samples_per_second": 0.211, |
|
"eval_steps_per_second": 0.027, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 19.48, |
|
"step": 280, |
|
"total_flos": 4.895224157149471e+18, |
|
"train_loss": 0.049460863295410364, |
|
"train_runtime": 102546.6903, |
|
"train_samples_per_second": 0.716, |
|
"train_steps_per_second": 0.003 |
|
} |
|
], |
|
"logging_steps": 2, |
|
"max_steps": 280, |
|
"num_train_epochs": 20, |
|
"save_steps": 500, |
|
"total_flos": 4.895224157149471e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|