{ "best_metric": 0.8785866498947144, "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l58-l/checkpoint-22000", "epoch": 2.34641638225256, "eval_steps": 500, "global_step": 22000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05332764505119454, "grad_norm": 217.40109252929688, "learning_rate": 4.911120591581342e-08, "loss": 0.4667, "step": 500 }, { "epoch": 0.05332764505119454, "eval_loss": 1.4427576065063477, "eval_runtime": 60.328, "eval_samples_per_second": 16.361, "eval_steps_per_second": 2.055, "step": 500 }, { "epoch": 0.10665529010238908, "grad_norm": 70.38941955566406, "learning_rate": 4.822241183162685e-08, "loss": 0.4534, "step": 1000 }, { "epoch": 0.10665529010238908, "eval_loss": 1.3823094367980957, "eval_runtime": 61.4884, "eval_samples_per_second": 16.052, "eval_steps_per_second": 2.017, "step": 1000 }, { "epoch": 0.1599829351535836, "grad_norm": 389.9967956542969, "learning_rate": 4.733361774744027e-08, "loss": 0.3753, "step": 1500 }, { "epoch": 0.1599829351535836, "eval_loss": 1.3328827619552612, "eval_runtime": 63.0378, "eval_samples_per_second": 15.657, "eval_steps_per_second": 1.967, "step": 1500 }, { "epoch": 0.21331058020477817, "grad_norm": 13.427445411682129, "learning_rate": 4.6444823663253694e-08, "loss": 0.3361, "step": 2000 }, { "epoch": 0.21331058020477817, "eval_loss": 1.2922736406326294, "eval_runtime": 63.1958, "eval_samples_per_second": 15.618, "eval_steps_per_second": 1.962, "step": 2000 }, { "epoch": 0.2666382252559727, "grad_norm": 320.7197265625, "learning_rate": 4.555602957906712e-08, "loss": 0.3597, "step": 2500 }, { "epoch": 0.2666382252559727, "eval_loss": 1.257211685180664, "eval_runtime": 63.3241, "eval_samples_per_second": 15.586, "eval_steps_per_second": 1.958, "step": 2500 }, { "epoch": 0.3199658703071672, "grad_norm": 0.0019184721168130636, "learning_rate": 4.4667235494880546e-08, "loss": 0.3042, "step": 3000 }, { "epoch": 0.3199658703071672, "eval_loss": 1.2240594625473022, "eval_runtime": 63.5118, "eval_samples_per_second": 15.54, "eval_steps_per_second": 1.952, "step": 3000 }, { "epoch": 0.37329351535836175, "grad_norm": 11.738512992858887, "learning_rate": 4.3778441410693965e-08, "loss": 0.3252, "step": 3500 }, { "epoch": 0.37329351535836175, "eval_loss": 1.1988952159881592, "eval_runtime": 63.5384, "eval_samples_per_second": 15.534, "eval_steps_per_second": 1.952, "step": 3500 }, { "epoch": 0.42662116040955633, "grad_norm": 5.839956283569336, "learning_rate": 4.28896473265074e-08, "loss": 0.2439, "step": 4000 }, { "epoch": 0.42662116040955633, "eval_loss": 1.1730674505233765, "eval_runtime": 62.3497, "eval_samples_per_second": 15.83, "eval_steps_per_second": 1.989, "step": 4000 }, { "epoch": 0.47994880546075086, "grad_norm": 154.76502990722656, "learning_rate": 4.2000853242320816e-08, "loss": 0.3004, "step": 4500 }, { "epoch": 0.47994880546075086, "eval_loss": 1.1497682332992554, "eval_runtime": 63.5491, "eval_samples_per_second": 15.531, "eval_steps_per_second": 1.951, "step": 4500 }, { "epoch": 0.5332764505119454, "grad_norm": 0.13150489330291748, "learning_rate": 4.111205915813424e-08, "loss": 0.3205, "step": 5000 }, { "epoch": 0.5332764505119454, "eval_loss": 1.1258739233016968, "eval_runtime": 62.1884, "eval_samples_per_second": 15.871, "eval_steps_per_second": 1.994, "step": 5000 }, { "epoch": 0.58660409556314, "grad_norm": 0.3719326853752136, "learning_rate": 4.022326507394767e-08, "loss": 0.3091, "step": 5500 }, { "epoch": 0.58660409556314, "eval_loss": 1.1053005456924438, "eval_runtime": 63.437, "eval_samples_per_second": 15.559, "eval_steps_per_second": 1.955, "step": 5500 }, { "epoch": 0.6399317406143344, "grad_norm": 170.89846801757812, "learning_rate": 3.9334470989761093e-08, "loss": 0.2657, "step": 6000 }, { "epoch": 0.6399317406143344, "eval_loss": 1.0857468843460083, "eval_runtime": 62.4055, "eval_samples_per_second": 15.816, "eval_steps_per_second": 1.987, "step": 6000 }, { "epoch": 0.693259385665529, "grad_norm": 323.0997619628906, "learning_rate": 3.844567690557451e-08, "loss": 0.2251, "step": 6500 }, { "epoch": 0.693259385665529, "eval_loss": 1.0695208311080933, "eval_runtime": 63.1085, "eval_samples_per_second": 15.64, "eval_steps_per_second": 1.965, "step": 6500 }, { "epoch": 0.7465870307167235, "grad_norm": 0.13254186511039734, "learning_rate": 3.7556882821387945e-08, "loss": 0.248, "step": 7000 }, { "epoch": 0.7465870307167235, "eval_loss": 1.0535719394683838, "eval_runtime": 62.3504, "eval_samples_per_second": 15.83, "eval_steps_per_second": 1.989, "step": 7000 }, { "epoch": 0.7999146757679181, "grad_norm": 63.14700698852539, "learning_rate": 3.6668088737201364e-08, "loss": 0.2745, "step": 7500 }, { "epoch": 0.7999146757679181, "eval_loss": 1.0388950109481812, "eval_runtime": 62.2311, "eval_samples_per_second": 15.86, "eval_steps_per_second": 1.993, "step": 7500 }, { "epoch": 0.8532423208191127, "grad_norm": 623.6299438476562, "learning_rate": 3.577929465301478e-08, "loss": 0.2857, "step": 8000 }, { "epoch": 0.8532423208191127, "eval_loss": 1.0260424613952637, "eval_runtime": 62.2792, "eval_samples_per_second": 15.848, "eval_steps_per_second": 1.991, "step": 8000 }, { "epoch": 0.9065699658703071, "grad_norm": 155.54579162597656, "learning_rate": 3.4890500568828216e-08, "loss": 0.2365, "step": 8500 }, { "epoch": 0.9065699658703071, "eval_loss": 1.0136038064956665, "eval_runtime": 62.583, "eval_samples_per_second": 15.771, "eval_steps_per_second": 1.981, "step": 8500 }, { "epoch": 0.9598976109215017, "grad_norm": 76.14079284667969, "learning_rate": 3.4001706484641635e-08, "loss": 0.2382, "step": 9000 }, { "epoch": 0.9598976109215017, "eval_loss": 1.0034172534942627, "eval_runtime": 63.5592, "eval_samples_per_second": 15.529, "eval_steps_per_second": 1.951, "step": 9000 }, { "epoch": 1.0132252559726962, "grad_norm": 571.6434936523438, "learning_rate": 3.311291240045506e-08, "loss": 0.2419, "step": 9500 }, { "epoch": 1.0132252559726962, "eval_loss": 0.994463324546814, "eval_runtime": 61.8407, "eval_samples_per_second": 15.96, "eval_steps_per_second": 2.005, "step": 9500 }, { "epoch": 1.0665529010238908, "grad_norm": 540.1460571289062, "learning_rate": 3.2224118316268486e-08, "loss": 0.2047, "step": 10000 }, { "epoch": 1.0665529010238908, "eval_loss": 0.9851205348968506, "eval_runtime": 62.1686, "eval_samples_per_second": 15.876, "eval_steps_per_second": 1.995, "step": 10000 }, { "epoch": 1.1198805460750854, "grad_norm": 6.2389655113220215, "learning_rate": 3.133532423208191e-08, "loss": 0.2133, "step": 10500 }, { "epoch": 1.1198805460750854, "eval_loss": 0.9759647250175476, "eval_runtime": 62.8691, "eval_samples_per_second": 15.699, "eval_steps_per_second": 1.972, "step": 10500 }, { "epoch": 1.17320819112628, "grad_norm": 321.5069885253906, "learning_rate": 3.044653014789533e-08, "loss": 0.207, "step": 11000 }, { "epoch": 1.17320819112628, "eval_loss": 0.9683472514152527, "eval_runtime": 61.915, "eval_samples_per_second": 15.941, "eval_steps_per_second": 2.003, "step": 11000 }, { "epoch": 1.2265358361774745, "grad_norm": 0.0028632767498493195, "learning_rate": 2.955773606370876e-08, "loss": 0.2369, "step": 11500 }, { "epoch": 1.2265358361774745, "eval_loss": 0.9597958922386169, "eval_runtime": 62.4216, "eval_samples_per_second": 15.812, "eval_steps_per_second": 1.986, "step": 11500 }, { "epoch": 1.2798634812286689, "grad_norm": 1.046075701713562, "learning_rate": 2.8668941979522183e-08, "loss": 0.1834, "step": 12000 }, { "epoch": 1.2798634812286689, "eval_loss": 0.9528058767318726, "eval_runtime": 62.9687, "eval_samples_per_second": 15.674, "eval_steps_per_second": 1.969, "step": 12000 }, { "epoch": 1.3331911262798635, "grad_norm": 0.01093329768627882, "learning_rate": 2.778014789533561e-08, "loss": 0.2002, "step": 12500 }, { "epoch": 1.3331911262798635, "eval_loss": 0.9465218782424927, "eval_runtime": 62.0222, "eval_samples_per_second": 15.914, "eval_steps_per_second": 1.999, "step": 12500 }, { "epoch": 1.386518771331058, "grad_norm": 0.13472874462604523, "learning_rate": 2.689135381114903e-08, "loss": 0.1918, "step": 13000 }, { "epoch": 1.386518771331058, "eval_loss": 0.9417626857757568, "eval_runtime": 62.4603, "eval_samples_per_second": 15.802, "eval_steps_per_second": 1.985, "step": 13000 }, { "epoch": 1.4398464163822526, "grad_norm": 19.54829216003418, "learning_rate": 2.600255972696246e-08, "loss": 0.2264, "step": 13500 }, { "epoch": 1.4398464163822526, "eval_loss": 0.9353039860725403, "eval_runtime": 63.2324, "eval_samples_per_second": 15.609, "eval_steps_per_second": 1.961, "step": 13500 }, { "epoch": 1.493174061433447, "grad_norm": 6.569502353668213, "learning_rate": 2.511376564277588e-08, "loss": 0.171, "step": 14000 }, { "epoch": 1.493174061433447, "eval_loss": 0.930813729763031, "eval_runtime": 61.9703, "eval_samples_per_second": 15.927, "eval_steps_per_second": 2.001, "step": 14000 }, { "epoch": 1.5465017064846416, "grad_norm": 153.30908203125, "learning_rate": 2.4224971558589305e-08, "loss": 0.2029, "step": 14500 }, { "epoch": 1.5465017064846416, "eval_loss": 0.9262459874153137, "eval_runtime": 62.3851, "eval_samples_per_second": 15.821, "eval_steps_per_second": 1.988, "step": 14500 }, { "epoch": 1.5998293515358362, "grad_norm": 578.005615234375, "learning_rate": 2.333617747440273e-08, "loss": 0.173, "step": 15000 }, { "epoch": 1.5998293515358362, "eval_loss": 0.9224158525466919, "eval_runtime": 63.0306, "eval_samples_per_second": 15.659, "eval_steps_per_second": 1.967, "step": 15000 }, { "epoch": 1.6531569965870307, "grad_norm": 38.18622970581055, "learning_rate": 2.2447383390216153e-08, "loss": 0.2126, "step": 15500 }, { "epoch": 1.6531569965870307, "eval_loss": 0.9170305132865906, "eval_runtime": 61.9661, "eval_samples_per_second": 15.928, "eval_steps_per_second": 2.001, "step": 15500 }, { "epoch": 1.7064846416382253, "grad_norm": 279.6297302246094, "learning_rate": 2.155858930602958e-08, "loss": 0.1933, "step": 16000 }, { "epoch": 1.7064846416382253, "eval_loss": 0.9142164587974548, "eval_runtime": 62.0524, "eval_samples_per_second": 15.906, "eval_steps_per_second": 1.998, "step": 16000 }, { "epoch": 1.75981228668942, "grad_norm": 32.153900146484375, "learning_rate": 2.0669795221843004e-08, "loss": 0.1911, "step": 16500 }, { "epoch": 1.75981228668942, "eval_loss": 0.9099463820457458, "eval_runtime": 63.0816, "eval_samples_per_second": 15.646, "eval_steps_per_second": 1.966, "step": 16500 }, { "epoch": 1.8131399317406145, "grad_norm": 1.433034062385559, "learning_rate": 1.9781001137656427e-08, "loss": 0.1809, "step": 17000 }, { "epoch": 1.8131399317406145, "eval_loss": 0.9075033664703369, "eval_runtime": 62.1223, "eval_samples_per_second": 15.888, "eval_steps_per_second": 1.996, "step": 17000 }, { "epoch": 1.8664675767918089, "grad_norm": 211.28334045410156, "learning_rate": 1.8892207053469853e-08, "loss": 0.2699, "step": 17500 }, { "epoch": 1.8664675767918089, "eval_loss": 0.9023045897483826, "eval_runtime": 62.2896, "eval_samples_per_second": 15.845, "eval_steps_per_second": 1.991, "step": 17500 }, { "epoch": 1.9197952218430034, "grad_norm": 0.22130072116851807, "learning_rate": 1.800341296928328e-08, "loss": 0.1682, "step": 18000 }, { "epoch": 1.9197952218430034, "eval_loss": 0.8992673754692078, "eval_runtime": 63.0217, "eval_samples_per_second": 15.661, "eval_steps_per_second": 1.968, "step": 18000 }, { "epoch": 1.9731228668941978, "grad_norm": 463.95916748046875, "learning_rate": 1.7114618885096697e-08, "loss": 0.2248, "step": 18500 }, { "epoch": 1.9731228668941978, "eval_loss": 0.8949461579322815, "eval_runtime": 62.3865, "eval_samples_per_second": 15.821, "eval_steps_per_second": 1.988, "step": 18500 }, { "epoch": 2.0264505119453924, "grad_norm": 257.9815979003906, "learning_rate": 1.6225824800910123e-08, "loss": 0.1892, "step": 19000 }, { "epoch": 2.0264505119453924, "eval_loss": 0.892412543296814, "eval_runtime": 62.3214, "eval_samples_per_second": 15.837, "eval_steps_per_second": 1.99, "step": 19000 }, { "epoch": 2.079778156996587, "grad_norm": 50.01844787597656, "learning_rate": 1.533703071672355e-08, "loss": 0.1907, "step": 19500 }, { "epoch": 2.079778156996587, "eval_loss": 0.8893100619316101, "eval_runtime": 62.9983, "eval_samples_per_second": 15.667, "eval_steps_per_second": 1.968, "step": 19500 }, { "epoch": 2.1331058020477816, "grad_norm": 1.0831713676452637, "learning_rate": 1.4448236632536973e-08, "loss": 0.1661, "step": 20000 }, { "epoch": 2.1331058020477816, "eval_loss": 0.887154757976532, "eval_runtime": 62.2417, "eval_samples_per_second": 15.858, "eval_steps_per_second": 1.992, "step": 20000 }, { "epoch": 2.186433447098976, "grad_norm": 0.08456582576036453, "learning_rate": 1.3559442548350397e-08, "loss": 0.1852, "step": 20500 }, { "epoch": 2.186433447098976, "eval_loss": 0.8855507969856262, "eval_runtime": 61.7252, "eval_samples_per_second": 15.99, "eval_steps_per_second": 2.009, "step": 20500 }, { "epoch": 2.2397610921501707, "grad_norm": 19.829164505004883, "learning_rate": 1.2670648464163821e-08, "loss": 0.1561, "step": 21000 }, { "epoch": 2.2397610921501707, "eval_loss": 0.8829911947250366, "eval_runtime": 62.7443, "eval_samples_per_second": 15.731, "eval_steps_per_second": 1.976, "step": 21000 }, { "epoch": 2.2930887372013653, "grad_norm": 0.12170098721981049, "learning_rate": 1.1781854379977247e-08, "loss": 0.2146, "step": 21500 }, { "epoch": 2.2930887372013653, "eval_loss": 0.8807759881019592, "eval_runtime": 62.1264, "eval_samples_per_second": 15.887, "eval_steps_per_second": 1.996, "step": 21500 }, { "epoch": 2.34641638225256, "grad_norm": 0.0019679605029523373, "learning_rate": 1.0893060295790671e-08, "loss": 0.16, "step": 22000 }, { "epoch": 2.34641638225256, "eval_loss": 0.8785866498947144, "eval_runtime": 62.1778, "eval_samples_per_second": 15.874, "eval_steps_per_second": 1.994, "step": 22000 } ], "logging_steps": 500, "max_steps": 28128, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 7915403244422520.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }