{ "best_global_step": 1500, "best_metric": 3.755718469619751, "best_model_checkpoint": "/Users/alexgrigoras/Library/Mobile Documents/com~apple~CloudDocs/[5] Software/github/dif-pi/artifacts/models/sdg_chronos_t5_small_dunnhumby/checkpoint-1500", "epoch": 0.2090920179122162, "eval_steps": 25, "global_step": 1500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0034848669652036033, "grad_norm": 0.2964903712272644, "learning_rate": 8.000000000000001e-06, "loss": 37.88656494140625, "step": 25 }, { "epoch": 0.0034848669652036033, "eval_loss": 4.6062092781066895, "eval_runtime": 134.4005, "eval_samples_per_second": 94.895, "eval_steps_per_second": 47.448, "step": 25 }, { "epoch": 0.006969733930407207, "grad_norm": 0.34245482087135315, "learning_rate": 1.6333333333333335e-05, "loss": 37.61192138671875, "step": 50 }, { "epoch": 0.006969733930407207, "eval_loss": 4.552639007568359, "eval_runtime": 131.7871, "eval_samples_per_second": 96.777, "eval_steps_per_second": 48.389, "step": 50 }, { "epoch": 0.01045460089561081, "grad_norm": 0.3815608024597168, "learning_rate": 2.466666666666667e-05, "loss": 37.09659912109375, "step": 75 }, { "epoch": 0.01045460089561081, "eval_loss": 4.443544864654541, "eval_runtime": 154.9254, "eval_samples_per_second": 82.323, "eval_steps_per_second": 41.162, "step": 75 }, { "epoch": 0.013939467860814413, "grad_norm": 0.3647356331348419, "learning_rate": 2.498250672211728e-05, "loss": 36.29866943359375, "step": 100 }, { "epoch": 0.013939467860814413, "eval_loss": 4.3369669914245605, "eval_runtime": 138.8908, "eval_samples_per_second": 91.828, "eval_steps_per_second": 45.914, "step": 100 }, { "epoch": 0.017424334826018018, "grad_norm": 0.3683606684207916, "learning_rate": 2.4927134858925575e-05, "loss": 35.8759912109375, "step": 125 }, { "epoch": 0.017424334826018018, "eval_loss": 4.242681980133057, "eval_runtime": 125.8059, "eval_samples_per_second": 101.378, "eval_steps_per_second": 50.689, "step": 125 }, { "epoch": 0.02090920179122162, "grad_norm": 0.41745099425315857, "learning_rate": 2.4834022195605383e-05, "loss": 34.71609375, "step": 150 }, { "epoch": 0.02090920179122162, "eval_loss": 4.15211820602417, "eval_runtime": 144.0648, "eval_samples_per_second": 88.53, "eval_steps_per_second": 44.265, "step": 150 }, { "epoch": 0.024394068756425222, "grad_norm": 0.5502339601516724, "learning_rate": 2.470345151225491e-05, "loss": 34.4389111328125, "step": 175 }, { "epoch": 0.024394068756425222, "eval_loss": 4.065174579620361, "eval_runtime": 164.1963, "eval_samples_per_second": 77.675, "eval_steps_per_second": 38.838, "step": 175 }, { "epoch": 0.027878935721628827, "grad_norm": 0.5007655024528503, "learning_rate": 2.4535819347748074e-05, "loss": 33.89746337890625, "step": 200 }, { "epoch": 0.027878935721628827, "eval_loss": 3.987807035446167, "eval_runtime": 141.6182, "eval_samples_per_second": 90.059, "eval_steps_per_second": 45.03, "step": 200 }, { "epoch": 0.03136380268683243, "grad_norm": 0.48552975058555603, "learning_rate": 2.433163479545898e-05, "loss": 34.3608935546875, "step": 225 }, { "epoch": 0.03136380268683243, "eval_loss": 3.951249361038208, "eval_runtime": 178.1207, "eval_samples_per_second": 71.603, "eval_steps_per_second": 35.802, "step": 225 }, { "epoch": 0.034848669652036035, "grad_norm": 0.4646497964859009, "learning_rate": 2.4091517957162068e-05, "loss": 33.36589599609375, "step": 250 }, { "epoch": 0.034848669652036035, "eval_loss": 3.9345061779022217, "eval_runtime": 191.2882, "eval_samples_per_second": 66.674, "eval_steps_per_second": 33.337, "step": 250 }, { "epoch": 0.038333536617239636, "grad_norm": 0.5384636521339417, "learning_rate": 2.3816198059803415e-05, "loss": 32.43830810546875, "step": 275 }, { "epoch": 0.038333536617239636, "eval_loss": 3.919111967086792, "eval_runtime": 157.7724, "eval_samples_per_second": 80.838, "eval_steps_per_second": 40.419, "step": 275 }, { "epoch": 0.04181840358244324, "grad_norm": 0.5843191742897034, "learning_rate": 2.350651124086246e-05, "loss": 33.16199462890625, "step": 300 }, { "epoch": 0.04181840358244324, "eval_loss": 3.907341957092285, "eval_runtime": 137.2039, "eval_samples_per_second": 92.957, "eval_steps_per_second": 46.478, "step": 300 }, { "epoch": 0.045303270547646844, "grad_norm": 0.6355782151222229, "learning_rate": 2.316339800902997e-05, "loss": 31.9848095703125, "step": 325 }, { "epoch": 0.045303270547646844, "eval_loss": 3.904228925704956, "eval_runtime": 142.1459, "eval_samples_per_second": 89.725, "eval_steps_per_second": 44.862, "step": 325 }, { "epoch": 0.048788137512850445, "grad_norm": 0.6354503035545349, "learning_rate": 2.2787900387914035e-05, "loss": 32.89923095703125, "step": 350 }, { "epoch": 0.048788137512850445, "eval_loss": 3.889650344848633, "eval_runtime": 135.6805, "eval_samples_per_second": 94.0, "eval_steps_per_second": 47.0, "step": 350 }, { "epoch": 0.05227300447805405, "grad_norm": 0.4500903785228729, "learning_rate": 2.238115875144865e-05, "loss": 31.9859375, "step": 375 }, { "epoch": 0.05227300447805405, "eval_loss": 3.881140947341919, "eval_runtime": 137.1013, "eval_samples_per_second": 93.026, "eval_steps_per_second": 46.513, "step": 375 }, { "epoch": 0.05575787144325765, "grad_norm": 0.7105244994163513, "learning_rate": 2.1944408360615527e-05, "loss": 31.830234375, "step": 400 }, { "epoch": 0.05575787144325765, "eval_loss": 3.876532554626465, "eval_runtime": 138.0891, "eval_samples_per_second": 92.361, "eval_steps_per_second": 46.18, "step": 400 }, { "epoch": 0.059242738408461254, "grad_norm": 0.5426522493362427, "learning_rate": 2.147897561199711e-05, "loss": 32.8569921875, "step": 425 }, { "epoch": 0.059242738408461254, "eval_loss": 3.869863510131836, "eval_runtime": 137.3068, "eval_samples_per_second": 92.887, "eval_steps_per_second": 46.443, "step": 425 }, { "epoch": 0.06272760537366485, "grad_norm": 0.6868773698806763, "learning_rate": 2.0986274009553747e-05, "loss": 33.1663525390625, "step": 450 }, { "epoch": 0.06272760537366485, "eval_loss": 3.858783483505249, "eval_runtime": 136.4747, "eval_samples_per_second": 93.453, "eval_steps_per_second": 46.727, "step": 450 }, { "epoch": 0.06621247233886847, "grad_norm": 0.6488957405090332, "learning_rate": 2.0467799871858624e-05, "loss": 32.170732421875, "step": 475 }, { "epoch": 0.06621247233886847, "eval_loss": 3.857388496398926, "eval_runtime": 138.5464, "eval_samples_per_second": 92.056, "eval_steps_per_second": 46.028, "step": 475 }, { "epoch": 0.06969733930407207, "grad_norm": 0.5700647830963135, "learning_rate": 1.9925127787827415e-05, "loss": 32.3882470703125, "step": 500 }, { "epoch": 0.06969733930407207, "eval_loss": 3.852177619934082, "eval_runtime": 137.7764, "eval_samples_per_second": 92.57, "eval_steps_per_second": 46.285, "step": 500 }, { "epoch": 0.07318220626927567, "grad_norm": 0.6471461653709412, "learning_rate": 1.9359905834743513e-05, "loss": 32.83000244140625, "step": 525 }, { "epoch": 0.07318220626927567, "eval_loss": 3.8465960025787354, "eval_runtime": 137.4128, "eval_samples_per_second": 92.815, "eval_steps_per_second": 46.408, "step": 525 }, { "epoch": 0.07666707323447927, "grad_norm": 0.6369190812110901, "learning_rate": 1.8773850573101503e-05, "loss": 32.35257080078125, "step": 550 }, { "epoch": 0.07666707323447927, "eval_loss": 3.842385768890381, "eval_runtime": 140.2355, "eval_samples_per_second": 90.947, "eval_steps_per_second": 45.474, "step": 550 }, { "epoch": 0.08015194019968287, "grad_norm": 0.5800191164016724, "learning_rate": 1.8168741833469327e-05, "loss": 31.9875244140625, "step": 575 }, { "epoch": 0.08015194019968287, "eval_loss": 3.8325023651123047, "eval_runtime": 137.4074, "eval_samples_per_second": 92.819, "eval_steps_per_second": 46.409, "step": 575 }, { "epoch": 0.08363680716488649, "grad_norm": 0.655426025390625, "learning_rate": 1.7546417311201357e-05, "loss": 31.470654296875, "step": 600 }, { "epoch": 0.08363680716488649, "eval_loss": 3.82979416847229, "eval_runtime": 136.3318, "eval_samples_per_second": 93.551, "eval_steps_per_second": 46.776, "step": 600 }, { "epoch": 0.08712167413009009, "grad_norm": 0.5678662657737732, "learning_rate": 1.690876698541802e-05, "loss": 32.25173828125, "step": 625 }, { "epoch": 0.08712167413009009, "eval_loss": 3.828555107116699, "eval_runtime": 142.3008, "eval_samples_per_second": 89.627, "eval_steps_per_second": 44.814, "step": 625 }, { "epoch": 0.09060654109529369, "grad_norm": 0.6696360111236572, "learning_rate": 1.625772737920128e-05, "loss": 32.847529296875, "step": 650 }, { "epoch": 0.09060654109529369, "eval_loss": 3.8212130069732666, "eval_runtime": 145.4915, "eval_samples_per_second": 87.661, "eval_steps_per_second": 43.831, "step": 650 }, { "epoch": 0.09409140806049729, "grad_norm": 0.6813345551490784, "learning_rate": 1.5595275678437756e-05, "loss": 32.22562744140625, "step": 675 }, { "epoch": 0.09409140806049729, "eval_loss": 3.8163504600524902, "eval_runtime": 135.9053, "eval_samples_per_second": 93.845, "eval_steps_per_second": 46.922, "step": 675 }, { "epoch": 0.09757627502570089, "grad_norm": 0.6201620101928711, "learning_rate": 1.4923423727170106e-05, "loss": 32.73896240234375, "step": 700 }, { "epoch": 0.09757627502570089, "eval_loss": 3.8148138523101807, "eval_runtime": 140.771, "eval_samples_per_second": 90.601, "eval_steps_per_second": 45.301, "step": 700 }, { "epoch": 0.10106114199090449, "grad_norm": 0.6953298449516296, "learning_rate": 1.4244211917692812e-05, "loss": 32.32746826171875, "step": 725 }, { "epoch": 0.10106114199090449, "eval_loss": 3.8123884201049805, "eval_runtime": 141.0245, "eval_samples_per_second": 90.438, "eval_steps_per_second": 45.219, "step": 725 }, { "epoch": 0.1045460089561081, "grad_norm": 0.7098183035850525, "learning_rate": 1.355970299394786e-05, "loss": 32.90800048828125, "step": 750 }, { "epoch": 0.1045460089561081, "eval_loss": 3.810453414916992, "eval_runtime": 138.6332, "eval_samples_per_second": 91.998, "eval_steps_per_second": 45.999, "step": 750 }, { "epoch": 0.1080308759213117, "grad_norm": 0.7382436990737915, "learning_rate": 1.2871975787039157e-05, "loss": 32.9301318359375, "step": 775 }, { "epoch": 0.1080308759213117, "eval_loss": 3.806396007537842, "eval_runtime": 141.0631, "eval_samples_per_second": 90.413, "eval_steps_per_second": 45.207, "step": 775 }, { "epoch": 0.1115157428865153, "grad_norm": 0.702569842338562, "learning_rate": 1.218311890189081e-05, "loss": 31.67234619140625, "step": 800 }, { "epoch": 0.1115157428865153, "eval_loss": 3.803560495376587, "eval_runtime": 138.1294, "eval_samples_per_second": 92.334, "eval_steps_per_second": 46.167, "step": 800 }, { "epoch": 0.11500060985171891, "grad_norm": 0.7312149405479431, "learning_rate": 1.1495224374222602e-05, "loss": 32.169111328125, "step": 825 }, { "epoch": 0.11500060985171891, "eval_loss": 3.7968807220458984, "eval_runtime": 140.9117, "eval_samples_per_second": 90.511, "eval_steps_per_second": 45.255, "step": 825 }, { "epoch": 0.11848547681692251, "grad_norm": 0.8160529732704163, "learning_rate": 1.0810381317106293e-05, "loss": 32.00342529296875, "step": 850 }, { "epoch": 0.11848547681692251, "eval_loss": 3.791039228439331, "eval_runtime": 129.2785, "eval_samples_per_second": 98.655, "eval_steps_per_second": 49.328, "step": 850 }, { "epoch": 0.12197034378212612, "grad_norm": 0.7061131000518799, "learning_rate": 1.013066957639785e-05, "loss": 31.30172607421875, "step": 875 }, { "epoch": 0.12197034378212612, "eval_loss": 3.791710615158081, "eval_runtime": 125.3783, "eval_samples_per_second": 101.724, "eval_steps_per_second": 50.862, "step": 875 }, { "epoch": 0.1254552107473297, "grad_norm": 0.8358163237571716, "learning_rate": 9.45815341431398e-06, "loss": 31.78281982421875, "step": 900 }, { "epoch": 0.1254552107473297, "eval_loss": 3.7942440509796143, "eval_runtime": 135.2641, "eval_samples_per_second": 94.29, "eval_steps_per_second": 47.145, "step": 900 }, { "epoch": 0.12894007771253332, "grad_norm": 0.7387733459472656, "learning_rate": 8.79487524033558e-06, "loss": 30.677724609375, "step": 925 }, { "epoch": 0.12894007771253332, "eval_loss": 3.790346384048462, "eval_runtime": 126.5812, "eval_samples_per_second": 100.757, "eval_steps_per_second": 50.379, "step": 925 }, { "epoch": 0.13242494467773694, "grad_norm": 0.6606021523475647, "learning_rate": 8.142849408477312e-06, "loss": 32.30339111328125, "step": 950 }, { "epoch": 0.13242494467773694, "eval_loss": 3.7845609188079834, "eval_runtime": 126.5895, "eval_samples_per_second": 100.751, "eval_steps_per_second": 50.375, "step": 950 }, { "epoch": 0.13590981164294053, "grad_norm": 0.7597334980964661, "learning_rate": 7.504056099760629e-06, "loss": 31.49365966796875, "step": 975 }, { "epoch": 0.13590981164294053, "eval_loss": 3.783795118331909, "eval_runtime": 128.5471, "eval_samples_per_second": 99.217, "eval_steps_per_second": 49.608, "step": 975 }, { "epoch": 0.13939467860814414, "grad_norm": 0.8744051456451416, "learning_rate": 6.880435308469124e-06, "loss": 32.4120263671875, "step": 1000 }, { "epoch": 0.13939467860814414, "eval_loss": 3.78021240234375, "eval_runtime": 126.8291, "eval_samples_per_second": 100.561, "eval_steps_per_second": 50.28, "step": 1000 }, { "epoch": 0.14287954557334773, "grad_norm": 0.8689478039741516, "learning_rate": 6.273880950449624e-06, "loss": 32.66720458984375, "step": 1025 }, { "epoch": 0.14287954557334773, "eval_loss": 3.7732369899749756, "eval_runtime": 124.3195, "eval_samples_per_second": 102.59, "eval_steps_per_second": 51.295, "step": 1025 }, { "epoch": 0.14636441253855134, "grad_norm": 0.8830795288085938, "learning_rate": 5.6862351113520505e-06, "loss": 32.37453125, "step": 1050 }, { "epoch": 0.14636441253855134, "eval_loss": 3.7737340927124023, "eval_runtime": 124.7043, "eval_samples_per_second": 102.274, "eval_steps_per_second": 51.137, "step": 1050 }, { "epoch": 0.14984927950375496, "grad_norm": 0.8162481188774109, "learning_rate": 5.119282452275787e-06, "loss": 31.86205078125, "step": 1075 }, { "epoch": 0.14984927950375496, "eval_loss": 3.7654809951782227, "eval_runtime": 123.5389, "eval_samples_per_second": 103.239, "eval_steps_per_second": 51.619, "step": 1075 }, { "epoch": 0.15333414646895854, "grad_norm": 0.8534089922904968, "learning_rate": 4.574744789812638e-06, "loss": 32.600322265625, "step": 1100 }, { "epoch": 0.15333414646895854, "eval_loss": 3.764484405517578, "eval_runtime": 133.2209, "eval_samples_per_second": 95.736, "eval_steps_per_second": 47.868, "step": 1100 }, { "epoch": 0.15681901343416216, "grad_norm": 0.7590998411178589, "learning_rate": 4.054275866946371e-06, "loss": 32.25859375, "step": 1125 }, { "epoch": 0.15681901343416216, "eval_loss": 3.763986349105835, "eval_runtime": 125.3471, "eval_samples_per_second": 101.749, "eval_steps_per_second": 50.875, "step": 1125 }, { "epoch": 0.16030388039936574, "grad_norm": 0.7258529663085938, "learning_rate": 3.559456330689684e-06, "loss": 32.69231201171875, "step": 1150 }, { "epoch": 0.16030388039936574, "eval_loss": 3.7613186836242676, "eval_runtime": 125.2043, "eval_samples_per_second": 101.865, "eval_steps_per_second": 50.933, "step": 1150 }, { "epoch": 0.16378874736456936, "grad_norm": 0.7329394817352295, "learning_rate": 3.091788931711123e-06, "loss": 31.1957958984375, "step": 1175 }, { "epoch": 0.16378874736456936, "eval_loss": 3.7616991996765137, "eval_runtime": 125.2233, "eval_samples_per_second": 101.85, "eval_steps_per_second": 50.925, "step": 1175 }, { "epoch": 0.16727361432977297, "grad_norm": 0.7856114506721497, "learning_rate": 2.652693960530743e-06, "loss": 32.34443359375, "step": 1200 }, { "epoch": 0.16727361432977297, "eval_loss": 3.762284755706787, "eval_runtime": 133.7621, "eval_samples_per_second": 95.348, "eval_steps_per_second": 47.674, "step": 1200 }, { "epoch": 0.17075848129497656, "grad_norm": 0.8546104431152344, "learning_rate": 2.243504934144444e-06, "loss": 31.9795556640625, "step": 1225 }, { "epoch": 0.17075848129497656, "eval_loss": 3.761392593383789, "eval_runtime": 135.3874, "eval_samples_per_second": 94.204, "eval_steps_per_second": 47.102, "step": 1225 }, { "epoch": 0.17424334826018018, "grad_norm": 0.7697765231132507, "learning_rate": 1.8654645461766941e-06, "loss": 32.6721044921875, "step": 1250 }, { "epoch": 0.17424334826018018, "eval_loss": 3.7579221725463867, "eval_runtime": 126.4138, "eval_samples_per_second": 100.891, "eval_steps_per_second": 50.445, "step": 1250 }, { "epoch": 0.17772821522538376, "grad_norm": 0.8027380108833313, "learning_rate": 1.5197208928608375e-06, "loss": 31.33625, "step": 1275 }, { "epoch": 0.17772821522538376, "eval_loss": 3.7570292949676514, "eval_runtime": 126.0065, "eval_samples_per_second": 101.217, "eval_steps_per_second": 50.608, "step": 1275 }, { "epoch": 0.18121308219058738, "grad_norm": 0.9305113554000854, "learning_rate": 1.2073239863085644e-06, "loss": 31.53912353515625, "step": 1300 }, { "epoch": 0.18121308219058738, "eval_loss": 3.757063627243042, "eval_runtime": 129.7946, "eval_samples_per_second": 98.263, "eval_steps_per_second": 49.131, "step": 1300 }, { "epoch": 0.184697949155791, "grad_norm": 0.7605619430541992, "learning_rate": 9.292225656576406e-07, "loss": 31.6432275390625, "step": 1325 }, { "epoch": 0.184697949155791, "eval_loss": 3.7579827308654785, "eval_runtime": 134.7529, "eval_samples_per_second": 94.647, "eval_steps_per_second": 47.324, "step": 1325 }, { "epoch": 0.18818281612099458, "grad_norm": 1.0467506647109985, "learning_rate": 6.862612157823259e-07, "loss": 31.46984619140625, "step": 1350 }, { "epoch": 0.18818281612099458, "eval_loss": 3.7580692768096924, "eval_runtime": 137.7265, "eval_samples_per_second": 92.604, "eval_steps_per_second": 46.302, "step": 1350 }, { "epoch": 0.1916676830861982, "grad_norm": 0.9806191921234131, "learning_rate": 4.7917780231687e-07, "loss": 31.9260205078125, "step": 1375 }, { "epoch": 0.1916676830861982, "eval_loss": 3.756873369216919, "eval_runtime": 137.2747, "eval_samples_per_second": 92.909, "eval_steps_per_second": 46.454, "step": 1375 }, { "epoch": 0.19515255005140178, "grad_norm": 0.8240782022476196, "learning_rate": 3.0860123078183255e-07, "loss": 31.5154150390625, "step": 1400 }, { "epoch": 0.19515255005140178, "eval_loss": 3.7562670707702637, "eval_runtime": 135.5843, "eval_samples_per_second": 94.067, "eval_steps_per_second": 47.033, "step": 1400 }, { "epoch": 0.1986374170166054, "grad_norm": 0.7925982475280762, "learning_rate": 1.7504953661868912e-07, "loss": 31.911298828125, "step": 1425 }, { "epoch": 0.1986374170166054, "eval_loss": 3.755851984024048, "eval_runtime": 138.0145, "eval_samples_per_second": 92.411, "eval_steps_per_second": 46.205, "step": 1425 }, { "epoch": 0.20212228398180898, "grad_norm": 0.7086665034294128, "learning_rate": 7.89283119332157e-08, "loss": 32.10687255859375, "step": 1450 }, { "epoch": 0.20212228398180898, "eval_loss": 3.7557601928710938, "eval_runtime": 136.786, "eval_samples_per_second": 93.241, "eval_steps_per_second": 46.62, "step": 1450 }, { "epoch": 0.2056071509470126, "grad_norm": 0.7362121343612671, "learning_rate": 2.0529473725605652e-08, "loss": 32.00110595703125, "step": 1475 }, { "epoch": 0.2056071509470126, "eval_loss": 3.755723714828491, "eval_runtime": 133.1205, "eval_samples_per_second": 95.808, "eval_steps_per_second": 47.904, "step": 1475 }, { "epoch": 0.2090920179122162, "grad_norm": 0.749195396900177, "learning_rate": 3.0377348117505145e-11, "loss": 31.84532470703125, "step": 1500 }, { "epoch": 0.2090920179122162, "eval_loss": 3.755718469619751, "eval_runtime": 128.4402, "eval_samples_per_second": 99.299, "eval_steps_per_second": 49.65, "step": 1500 } ], "logging_steps": 25, "max_steps": 1500, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 750, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1149555179520000.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }