|
{ |
|
"best_metric": 0.5568962693214417, |
|
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-18500", |
|
"epoch": 2.0826297422042104, |
|
"eval_steps": 500, |
|
"global_step": 18500, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.056287290329843524, |
|
"grad_norm": 150.1642303466797, |
|
"learning_rate": 4.929640887087696e-07, |
|
"loss": 0.3486, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.056287290329843524, |
|
"eval_loss": 1.1265727281570435, |
|
"eval_runtime": 123.7806, |
|
"eval_samples_per_second": 15.948, |
|
"eval_steps_per_second": 1.995, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.11257458065968705, |
|
"grad_norm": 366.6913146972656, |
|
"learning_rate": 4.859281774175391e-07, |
|
"loss": 0.2733, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.11257458065968705, |
|
"eval_loss": 0.9742079377174377, |
|
"eval_runtime": 125.8047, |
|
"eval_samples_per_second": 15.691, |
|
"eval_steps_per_second": 1.963, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.16886187098953057, |
|
"grad_norm": 555.5016479492188, |
|
"learning_rate": 4.788922661263087e-07, |
|
"loss": 0.1851, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.16886187098953057, |
|
"eval_loss": 0.9162159562110901, |
|
"eval_runtime": 126.7606, |
|
"eval_samples_per_second": 15.573, |
|
"eval_steps_per_second": 1.949, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.2251491613193741, |
|
"grad_norm": 0.423260897397995, |
|
"learning_rate": 4.7185635483507824e-07, |
|
"loss": 0.1973, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.2251491613193741, |
|
"eval_loss": 0.8716973662376404, |
|
"eval_runtime": 127.6955, |
|
"eval_samples_per_second": 15.459, |
|
"eval_steps_per_second": 1.934, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.2814364516492176, |
|
"grad_norm": 6.840139389038086, |
|
"learning_rate": 4.6482044354384774e-07, |
|
"loss": 0.1881, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.2814364516492176, |
|
"eval_loss": 0.830047070980072, |
|
"eval_runtime": 128.0771, |
|
"eval_samples_per_second": 15.413, |
|
"eval_steps_per_second": 1.929, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.33772374197906113, |
|
"grad_norm": 729.8377685546875, |
|
"learning_rate": 4.577845322526173e-07, |
|
"loss": 0.1695, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.33772374197906113, |
|
"eval_loss": 0.8265627026557922, |
|
"eval_runtime": 128.052, |
|
"eval_samples_per_second": 15.416, |
|
"eval_steps_per_second": 1.929, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.39401103230890466, |
|
"grad_norm": 7.96999938756926e-06, |
|
"learning_rate": 4.507486209613869e-07, |
|
"loss": 0.155, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.39401103230890466, |
|
"eval_loss": 0.7721038460731506, |
|
"eval_runtime": 128.1871, |
|
"eval_samples_per_second": 15.399, |
|
"eval_steps_per_second": 1.927, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.4502983226387482, |
|
"grad_norm": 0.006555848754942417, |
|
"learning_rate": 4.4371270967015645e-07, |
|
"loss": 0.1216, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.4502983226387482, |
|
"eval_loss": 0.7490401864051819, |
|
"eval_runtime": 127.5516, |
|
"eval_samples_per_second": 15.476, |
|
"eval_steps_per_second": 1.936, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.5065856129685917, |
|
"grad_norm": 0.0004515685432124883, |
|
"learning_rate": 4.36676798378926e-07, |
|
"loss": 0.1531, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.5065856129685917, |
|
"eval_loss": 0.7533182501792908, |
|
"eval_runtime": 127.4797, |
|
"eval_samples_per_second": 15.485, |
|
"eval_steps_per_second": 1.938, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.5628729032984352, |
|
"grad_norm": 4.4633176003117114e-05, |
|
"learning_rate": 4.2964088708769556e-07, |
|
"loss": 0.1154, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.5628729032984352, |
|
"eval_loss": 0.747530460357666, |
|
"eval_runtime": 127.8675, |
|
"eval_samples_per_second": 15.438, |
|
"eval_steps_per_second": 1.932, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.6191601936282788, |
|
"grad_norm": 4.158839702606201, |
|
"learning_rate": 4.2260497579646517e-07, |
|
"loss": 0.1407, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 0.6191601936282788, |
|
"eval_loss": 0.724854588508606, |
|
"eval_runtime": 125.1629, |
|
"eval_samples_per_second": 15.771, |
|
"eval_steps_per_second": 1.973, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 0.6754474839581223, |
|
"grad_norm": 0.748630166053772, |
|
"learning_rate": 4.155690645052347e-07, |
|
"loss": 0.1447, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 0.6754474839581223, |
|
"eval_loss": 0.7091771960258484, |
|
"eval_runtime": 125.2549, |
|
"eval_samples_per_second": 15.76, |
|
"eval_steps_per_second": 1.972, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 0.7317347742879657, |
|
"grad_norm": 2.8120924980612472e-05, |
|
"learning_rate": 4.0853315321400427e-07, |
|
"loss": 0.1146, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 0.7317347742879657, |
|
"eval_loss": 0.7105826735496521, |
|
"eval_runtime": 127.7786, |
|
"eval_samples_per_second": 15.449, |
|
"eval_steps_per_second": 1.933, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 0.7880220646178093, |
|
"grad_norm": 1.4741635823156685e-07, |
|
"learning_rate": 4.014972419227738e-07, |
|
"loss": 0.171, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 0.7880220646178093, |
|
"eval_loss": 0.6978534460067749, |
|
"eval_runtime": 125.2567, |
|
"eval_samples_per_second": 15.76, |
|
"eval_steps_per_second": 1.972, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 0.8443093549476528, |
|
"grad_norm": 0.002975167240947485, |
|
"learning_rate": 3.944613306315434e-07, |
|
"loss": 0.1584, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 0.8443093549476528, |
|
"eval_loss": 0.6923494935035706, |
|
"eval_runtime": 125.3384, |
|
"eval_samples_per_second": 15.749, |
|
"eval_steps_per_second": 1.971, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 0.9005966452774964, |
|
"grad_norm": 9.225498797604814e-05, |
|
"learning_rate": 3.8742541934031293e-07, |
|
"loss": 0.1384, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 0.9005966452774964, |
|
"eval_loss": 0.6872902512550354, |
|
"eval_runtime": 128.114, |
|
"eval_samples_per_second": 15.408, |
|
"eval_steps_per_second": 1.928, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 0.9568839356073399, |
|
"grad_norm": 1.9474915902151224e-08, |
|
"learning_rate": 3.803895080490825e-07, |
|
"loss": 0.1243, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 0.9568839356073399, |
|
"eval_loss": 0.6788680553436279, |
|
"eval_runtime": 125.0525, |
|
"eval_samples_per_second": 15.785, |
|
"eval_steps_per_second": 1.975, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 1.0131712259371835, |
|
"grad_norm": 5.165647506713867, |
|
"learning_rate": 3.7335359675785204e-07, |
|
"loss": 0.1102, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 1.0131712259371835, |
|
"eval_loss": 0.6788864135742188, |
|
"eval_runtime": 124.7777, |
|
"eval_samples_per_second": 15.82, |
|
"eval_steps_per_second": 1.98, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 1.069458516267027, |
|
"grad_norm": 0.0005840375670231879, |
|
"learning_rate": 3.6631768546662164e-07, |
|
"loss": 0.0523, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 1.069458516267027, |
|
"eval_loss": 0.6628187894821167, |
|
"eval_runtime": 127.8018, |
|
"eval_samples_per_second": 15.446, |
|
"eval_steps_per_second": 1.933, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 1.1257458065968704, |
|
"grad_norm": 0.001191094284877181, |
|
"learning_rate": 3.592817741753912e-07, |
|
"loss": 0.0617, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.1257458065968704, |
|
"eval_loss": 0.6507942080497742, |
|
"eval_runtime": 125.484, |
|
"eval_samples_per_second": 15.731, |
|
"eval_steps_per_second": 1.968, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.1820330969267139, |
|
"grad_norm": 0.0003092484548687935, |
|
"learning_rate": 3.5224586288416075e-07, |
|
"loss": 0.0598, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 1.1820330969267139, |
|
"eval_loss": 0.6480408906936646, |
|
"eval_runtime": 125.7661, |
|
"eval_samples_per_second": 15.696, |
|
"eval_steps_per_second": 1.964, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 1.2383203872565574, |
|
"grad_norm": 5.508670710696606e-07, |
|
"learning_rate": 3.452099515929303e-07, |
|
"loss": 0.0782, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 1.2383203872565574, |
|
"eval_loss": 0.6403237581253052, |
|
"eval_runtime": 128.3947, |
|
"eval_samples_per_second": 15.374, |
|
"eval_steps_per_second": 1.924, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 1.294607677586401, |
|
"grad_norm": 0.1470593810081482, |
|
"learning_rate": 3.3817404030169986e-07, |
|
"loss": 0.0616, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 1.294607677586401, |
|
"eval_loss": 0.6376460790634155, |
|
"eval_runtime": 125.5391, |
|
"eval_samples_per_second": 15.724, |
|
"eval_steps_per_second": 1.968, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 1.3508949679162445, |
|
"grad_norm": 1.8021532014245167e-05, |
|
"learning_rate": 3.3113812901046946e-07, |
|
"loss": 0.0723, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 1.3508949679162445, |
|
"eval_loss": 0.6378474831581116, |
|
"eval_runtime": 125.5914, |
|
"eval_samples_per_second": 15.718, |
|
"eval_steps_per_second": 1.967, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 1.407182258246088, |
|
"grad_norm": 0.00013483635848388076, |
|
"learning_rate": 3.2410221771923896e-07, |
|
"loss": 0.0459, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 1.407182258246088, |
|
"eval_loss": 0.6378260850906372, |
|
"eval_runtime": 128.2725, |
|
"eval_samples_per_second": 15.389, |
|
"eval_steps_per_second": 1.926, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 1.4634695485759315, |
|
"grad_norm": 4.757418707868055e-07, |
|
"learning_rate": 3.170663064280085e-07, |
|
"loss": 0.0571, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 1.4634695485759315, |
|
"eval_loss": 0.6366899609565735, |
|
"eval_runtime": 125.6986, |
|
"eval_samples_per_second": 15.704, |
|
"eval_steps_per_second": 1.965, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 1.5197568389057752, |
|
"grad_norm": 0.00028420978924259543, |
|
"learning_rate": 3.1003039513677807e-07, |
|
"loss": 0.0499, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 1.5197568389057752, |
|
"eval_loss": 0.6286123394966125, |
|
"eval_runtime": 127.9165, |
|
"eval_samples_per_second": 15.432, |
|
"eval_steps_per_second": 1.931, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 1.5760441292356187, |
|
"grad_norm": 2.1999912291903456e-07, |
|
"learning_rate": 3.0299448384554767e-07, |
|
"loss": 0.0679, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 1.5760441292356187, |
|
"eval_loss": 0.634914755821228, |
|
"eval_runtime": 125.0396, |
|
"eval_samples_per_second": 15.787, |
|
"eval_steps_per_second": 1.975, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 1.6323314195654621, |
|
"grad_norm": 0.00023505109129473567, |
|
"learning_rate": 2.959585725543172e-07, |
|
"loss": 0.0554, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 1.6323314195654621, |
|
"eval_loss": 0.623322069644928, |
|
"eval_runtime": 125.2429, |
|
"eval_samples_per_second": 15.761, |
|
"eval_steps_per_second": 1.972, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 1.6886187098953056, |
|
"grad_norm": 11.346132278442383, |
|
"learning_rate": 2.889226612630868e-07, |
|
"loss": 0.0617, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 1.6886187098953056, |
|
"eval_loss": 0.6115825772285461, |
|
"eval_runtime": 127.8813, |
|
"eval_samples_per_second": 15.436, |
|
"eval_steps_per_second": 1.931, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 1.744906000225149, |
|
"grad_norm": 308.43804931640625, |
|
"learning_rate": 2.8188674997185633e-07, |
|
"loss": 0.0561, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 1.744906000225149, |
|
"eval_loss": 0.5951005220413208, |
|
"eval_runtime": 125.2491, |
|
"eval_samples_per_second": 15.761, |
|
"eval_steps_per_second": 1.972, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 1.8011932905549926, |
|
"grad_norm": 6.91558055265773e-09, |
|
"learning_rate": 2.7485083868062594e-07, |
|
"loss": 0.0672, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 1.8011932905549926, |
|
"eval_loss": 0.5809568166732788, |
|
"eval_runtime": 125.2557, |
|
"eval_samples_per_second": 15.76, |
|
"eval_steps_per_second": 1.972, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 1.8574805808848363, |
|
"grad_norm": 2.2250075915053458e-07, |
|
"learning_rate": 2.678149273893955e-07, |
|
"loss": 0.0812, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 1.8574805808848363, |
|
"eval_loss": 0.5691242218017578, |
|
"eval_runtime": 128.3032, |
|
"eval_samples_per_second": 15.385, |
|
"eval_steps_per_second": 1.925, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 1.9137678712146797, |
|
"grad_norm": 1.1724663972854614, |
|
"learning_rate": 2.6077901609816504e-07, |
|
"loss": 0.0614, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 1.9137678712146797, |
|
"eval_loss": 0.5643230080604553, |
|
"eval_runtime": 125.7191, |
|
"eval_samples_per_second": 15.702, |
|
"eval_steps_per_second": 1.965, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 1.9700551615445232, |
|
"grad_norm": 0.00030226208036765456, |
|
"learning_rate": 2.5374310480693454e-07, |
|
"loss": 0.0462, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 1.9700551615445232, |
|
"eval_loss": 0.5657238364219666, |
|
"eval_runtime": 124.9923, |
|
"eval_samples_per_second": 15.793, |
|
"eval_steps_per_second": 1.976, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 2.026342451874367, |
|
"grad_norm": 1.949754704355655e-07, |
|
"learning_rate": 2.4670719351570415e-07, |
|
"loss": 0.0565, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 2.026342451874367, |
|
"eval_loss": 0.5607953667640686, |
|
"eval_runtime": 127.7187, |
|
"eval_samples_per_second": 15.456, |
|
"eval_steps_per_second": 1.934, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 2.0826297422042104, |
|
"grad_norm": 14.2212553024292, |
|
"learning_rate": 2.396712822244737e-07, |
|
"loss": 0.0549, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 2.0826297422042104, |
|
"eval_loss": 0.5568962693214417, |
|
"eval_runtime": 125.0503, |
|
"eval_samples_per_second": 15.786, |
|
"eval_steps_per_second": 1.975, |
|
"step": 18500 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 35532, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 6655889256661260.0, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|