diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,5415 @@ +{ + "best_global_step": null, + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 6.0, + "eval_steps": 500, + "global_step": 2442, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.012285012285012284, + "grad_norm": 19.340452072016063, + "learning_rate": 6.530612244897961e-07, + "loss": 1.0268, + "loss_nan_ranks": 0, + "loss_rank_avg": 1.0363750457763672, + "step": 5, + "valid_targets_mean": 551.8, + "valid_targets_min": 379 + }, + { + "epoch": 0.02457002457002457, + "grad_norm": 17.08893563458667, + "learning_rate": 1.469387755102041e-06, + "loss": 0.9836, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.9560065865516663, + "step": 10, + "valid_targets_mean": 630.4, + "valid_targets_min": 357 + }, + { + "epoch": 0.036855036855036855, + "grad_norm": 15.515149146739999, + "learning_rate": 2.285714285714286e-06, + "loss": 0.9821, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.9447790384292603, + "step": 15, + "valid_targets_mean": 589.2, + "valid_targets_min": 395 + }, + { + "epoch": 0.04914004914004914, + "grad_norm": 9.407548224971022, + "learning_rate": 3.1020408163265307e-06, + "loss": 0.8773, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.8385097980499268, + "step": 20, + "valid_targets_mean": 603.5, + "valid_targets_min": 308 + }, + { + "epoch": 0.06142506142506143, + "grad_norm": 7.055702490270053, + "learning_rate": 3.9183673469387755e-06, + "loss": 0.82, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.7672586441040039, + "step": 25, + "valid_targets_mean": 571.4, + "valid_targets_min": 341 + }, + { + "epoch": 0.07371007371007371, + "grad_norm": 5.105243917945062, + "learning_rate": 4.734693877551021e-06, + "loss": 0.6919, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.6746348142623901, + "step": 30, + "valid_targets_mean": 494.1, + "valid_targets_min": 350 + }, + { + "epoch": 0.085995085995086, + "grad_norm": 3.791005812926048, + "learning_rate": 5.551020408163266e-06, + "loss": 0.6329, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.6144911050796509, + "step": 35, + "valid_targets_mean": 499.4, + "valid_targets_min": 327 + }, + { + "epoch": 0.09828009828009827, + "grad_norm": 3.0694531628102637, + "learning_rate": 6.36734693877551e-06, + "loss": 0.5631, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.5236115455627441, + "step": 40, + "valid_targets_mean": 531.1, + "valid_targets_min": 303 + }, + { + "epoch": 0.11056511056511056, + "grad_norm": 2.3798079841537203, + "learning_rate": 7.183673469387755e-06, + "loss": 0.4885, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.4935950040817261, + "step": 45, + "valid_targets_mean": 519.8, + "valid_targets_min": 309 + }, + { + "epoch": 0.12285012285012285, + "grad_norm": 2.326009549639266, + "learning_rate": 8.000000000000001e-06, + "loss": 0.4598, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.44546374678611755, + "step": 50, + "valid_targets_mean": 478.7, + "valid_targets_min": 325 + }, + { + "epoch": 0.13513513513513514, + "grad_norm": 1.8861705823036319, + "learning_rate": 8.816326530612247e-06, + "loss": 0.4127, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.4182875454425812, + "step": 55, + "valid_targets_mean": 551.9, + "valid_targets_min": 314 + }, + { + "epoch": 0.14742014742014742, + "grad_norm": 1.8700358687363636, + "learning_rate": 9.63265306122449e-06, + "loss": 0.4035, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3552461266517639, + "step": 60, + "valid_targets_mean": 541.9, + "valid_targets_min": 317 + }, + { + "epoch": 0.1597051597051597, + "grad_norm": 2.0142370613194434, + "learning_rate": 1.0448979591836737e-05, + "loss": 0.3729, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3656679391860962, + "step": 65, + "valid_targets_mean": 562.7, + "valid_targets_min": 358 + }, + { + "epoch": 0.171990171990172, + "grad_norm": 1.7529734182420011, + "learning_rate": 1.126530612244898e-05, + "loss": 0.3651, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3600107431411743, + "step": 70, + "valid_targets_mean": 590.9, + "valid_targets_min": 328 + }, + { + "epoch": 0.18427518427518427, + "grad_norm": 1.5209870168026196, + "learning_rate": 1.2081632653061225e-05, + "loss": 0.3538, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3366089463233948, + "step": 75, + "valid_targets_mean": 656.9, + "valid_targets_min": 366 + }, + { + "epoch": 0.19656019656019655, + "grad_norm": 1.71123642654244, + "learning_rate": 1.2897959183673469e-05, + "loss": 0.3303, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.35618680715560913, + "step": 80, + "valid_targets_mean": 606.8, + "valid_targets_min": 370 + }, + { + "epoch": 0.20884520884520885, + "grad_norm": 1.4853648763338492, + "learning_rate": 1.3714285714285716e-05, + "loss": 0.3245, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3359481692314148, + "step": 85, + "valid_targets_mean": 622.8, + "valid_targets_min": 380 + }, + { + "epoch": 0.22113022113022113, + "grad_norm": 1.361528089135814, + "learning_rate": 1.4530612244897961e-05, + "loss": 0.2952, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2936898469924927, + "step": 90, + "valid_targets_mean": 587.8, + "valid_targets_min": 388 + }, + { + "epoch": 0.2334152334152334, + "grad_norm": 4.740219098514282, + "learning_rate": 1.5346938775510204e-05, + "loss": 0.3211, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3229856491088867, + "step": 95, + "valid_targets_mean": 641.1, + "valid_targets_min": 319 + }, + { + "epoch": 0.2457002457002457, + "grad_norm": 1.5245883787059937, + "learning_rate": 1.616326530612245e-05, + "loss": 0.3009, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.280606210231781, + "step": 100, + "valid_targets_mean": 569.8, + "valid_targets_min": 329 + }, + { + "epoch": 0.257985257985258, + "grad_norm": 1.5406725035413686, + "learning_rate": 1.6979591836734695e-05, + "loss": 0.2913, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3024246394634247, + "step": 105, + "valid_targets_mean": 608.4, + "valid_targets_min": 326 + }, + { + "epoch": 0.2702702702702703, + "grad_norm": 1.4482316981295145, + "learning_rate": 1.779591836734694e-05, + "loss": 0.2983, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3170296549797058, + "step": 110, + "valid_targets_mean": 627.4, + "valid_targets_min": 353 + }, + { + "epoch": 0.28255528255528256, + "grad_norm": 1.4660214762255919, + "learning_rate": 1.8612244897959185e-05, + "loss": 0.2739, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.26000386476516724, + "step": 115, + "valid_targets_mean": 612.3, + "valid_targets_min": 389 + }, + { + "epoch": 0.29484029484029484, + "grad_norm": 1.6409256874657099, + "learning_rate": 1.942857142857143e-05, + "loss": 0.2961, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.3217686414718628, + "step": 120, + "valid_targets_mean": 561.9, + "valid_targets_min": 327 + }, + { + "epoch": 0.3071253071253071, + "grad_norm": 1.4065164837723425, + "learning_rate": 2.0244897959183672e-05, + "loss": 0.2921, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2969103753566742, + "step": 125, + "valid_targets_mean": 589.6, + "valid_targets_min": 310 + }, + { + "epoch": 0.3194103194103194, + "grad_norm": 1.5813750575415058, + "learning_rate": 2.106122448979592e-05, + "loss": 0.2818, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2890018820762634, + "step": 130, + "valid_targets_mean": 586.1, + "valid_targets_min": 300 + }, + { + "epoch": 0.3316953316953317, + "grad_norm": 1.5224653877090757, + "learning_rate": 2.1877551020408166e-05, + "loss": 0.2917, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2904941439628601, + "step": 135, + "valid_targets_mean": 576.4, + "valid_targets_min": 354 + }, + { + "epoch": 0.343980343980344, + "grad_norm": 1.3452861170507189, + "learning_rate": 2.269387755102041e-05, + "loss": 0.2826, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.31476208567619324, + "step": 140, + "valid_targets_mean": 692.4, + "valid_targets_min": 352 + }, + { + "epoch": 0.35626535626535627, + "grad_norm": 1.5523700640116074, + "learning_rate": 2.3510204081632656e-05, + "loss": 0.2606, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23628346621990204, + "step": 145, + "valid_targets_mean": 509.4, + "valid_targets_min": 329 + }, + { + "epoch": 0.36855036855036855, + "grad_norm": 1.4055510862867506, + "learning_rate": 2.4326530612244898e-05, + "loss": 0.2773, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.28314584493637085, + "step": 150, + "valid_targets_mean": 613.8, + "valid_targets_min": 387 + }, + { + "epoch": 0.3808353808353808, + "grad_norm": 1.5047918312671191, + "learning_rate": 2.5142857142857143e-05, + "loss": 0.2662, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2703036665916443, + "step": 155, + "valid_targets_mean": 611.1, + "valid_targets_min": 373 + }, + { + "epoch": 0.3931203931203931, + "grad_norm": 1.6190760418995298, + "learning_rate": 2.5959183673469392e-05, + "loss": 0.2813, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2736574411392212, + "step": 160, + "valid_targets_mean": 575.7, + "valid_targets_min": 380 + }, + { + "epoch": 0.40540540540540543, + "grad_norm": 1.5123475030605578, + "learning_rate": 2.6775510204081637e-05, + "loss": 0.2607, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2557530105113983, + "step": 165, + "valid_targets_mean": 565.6, + "valid_targets_min": 344 + }, + { + "epoch": 0.4176904176904177, + "grad_norm": 1.619694103526443, + "learning_rate": 2.7591836734693882e-05, + "loss": 0.2724, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.27611520886421204, + "step": 170, + "valid_targets_mean": 541.1, + "valid_targets_min": 342 + }, + { + "epoch": 0.42997542997543, + "grad_norm": 1.4826756269933499, + "learning_rate": 2.8408163265306124e-05, + "loss": 0.2629, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2644728720188141, + "step": 175, + "valid_targets_mean": 522.6, + "valid_targets_min": 364 + }, + { + "epoch": 0.44226044226044225, + "grad_norm": 1.5670463191851074, + "learning_rate": 2.922448979591837e-05, + "loss": 0.2757, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.27483248710632324, + "step": 180, + "valid_targets_mean": 602.3, + "valid_targets_min": 327 + }, + { + "epoch": 0.45454545454545453, + "grad_norm": 1.408617532690139, + "learning_rate": 3.0040816326530614e-05, + "loss": 0.2585, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24957937002182007, + "step": 185, + "valid_targets_mean": 599.8, + "valid_targets_min": 399 + }, + { + "epoch": 0.4668304668304668, + "grad_norm": 1.4355940504839466, + "learning_rate": 3.085714285714286e-05, + "loss": 0.2652, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2865978181362152, + "step": 190, + "valid_targets_mean": 613.9, + "valid_targets_min": 364 + }, + { + "epoch": 0.47911547911547914, + "grad_norm": 1.3616233501948924, + "learning_rate": 3.1673469387755105e-05, + "loss": 0.2643, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24286630749702454, + "step": 195, + "valid_targets_mean": 604.1, + "valid_targets_min": 362 + }, + { + "epoch": 0.4914004914004914, + "grad_norm": 1.3541147315022435, + "learning_rate": 3.2489795918367346e-05, + "loss": 0.2535, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22083410620689392, + "step": 200, + "valid_targets_mean": 519.1, + "valid_targets_min": 318 + }, + { + "epoch": 0.5036855036855037, + "grad_norm": 1.5699583522473184, + "learning_rate": 3.3306122448979595e-05, + "loss": 0.2663, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2536630928516388, + "step": 205, + "valid_targets_mean": 503.4, + "valid_targets_min": 291 + }, + { + "epoch": 0.515970515970516, + "grad_norm": 1.4524492019396484, + "learning_rate": 3.4122448979591843e-05, + "loss": 0.2574, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2488933801651001, + "step": 210, + "valid_targets_mean": 568.8, + "valid_targets_min": 358 + }, + { + "epoch": 0.5282555282555282, + "grad_norm": 1.455074638920383, + "learning_rate": 3.4938775510204085e-05, + "loss": 0.253, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2419266402721405, + "step": 215, + "valid_targets_mean": 550.0, + "valid_targets_min": 332 + }, + { + "epoch": 0.5405405405405406, + "grad_norm": 1.4702983842648538, + "learning_rate": 3.575510204081633e-05, + "loss": 0.2443, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24988505244255066, + "step": 220, + "valid_targets_mean": 522.4, + "valid_targets_min": 314 + }, + { + "epoch": 0.5528255528255528, + "grad_norm": 1.2678095680289083, + "learning_rate": 3.6571428571428576e-05, + "loss": 0.2535, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23922167718410492, + "step": 225, + "valid_targets_mean": 618.5, + "valid_targets_min": 391 + }, + { + "epoch": 0.5651105651105651, + "grad_norm": 1.3124904196473028, + "learning_rate": 3.738775510204082e-05, + "loss": 0.2513, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2686520218849182, + "step": 230, + "valid_targets_mean": 610.7, + "valid_targets_min": 348 + }, + { + "epoch": 0.5773955773955773, + "grad_norm": 1.2321365465764669, + "learning_rate": 3.8204081632653066e-05, + "loss": 0.2429, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22676542401313782, + "step": 235, + "valid_targets_mean": 529.8, + "valid_targets_min": 340 + }, + { + "epoch": 0.5896805896805897, + "grad_norm": 1.4304495261227945, + "learning_rate": 3.902040816326531e-05, + "loss": 0.2402, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22461196780204773, + "step": 240, + "valid_targets_mean": 525.8, + "valid_targets_min": 351 + }, + { + "epoch": 0.601965601965602, + "grad_norm": 1.2501593563439926, + "learning_rate": 3.983673469387755e-05, + "loss": 0.2553, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2536337077617645, + "step": 245, + "valid_targets_mean": 624.1, + "valid_targets_min": 341 + }, + { + "epoch": 0.6142506142506142, + "grad_norm": 1.365723699724294, + "learning_rate": 3.9999672841332876e-05, + "loss": 0.2569, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24196216464042664, + "step": 250, + "valid_targets_mean": 572.6, + "valid_targets_min": 377 + }, + { + "epoch": 0.6265356265356266, + "grad_norm": 1.4290316134985837, + "learning_rate": 3.999834377759164e-05, + "loss": 0.2583, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2442513257265091, + "step": 255, + "valid_targets_mean": 570.1, + "valid_targets_min": 392 + }, + { + "epoch": 0.6388206388206388, + "grad_norm": 1.279025523831711, + "learning_rate": 3.999599242924703e-05, + "loss": 0.2602, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2676926255226135, + "step": 260, + "valid_targets_mean": 616.0, + "valid_targets_min": 359 + }, + { + "epoch": 0.6511056511056511, + "grad_norm": 1.3742183041274103, + "learning_rate": 3.999261891649637e-05, + "loss": 0.2446, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23325861990451813, + "step": 265, + "valid_targets_mean": 535.8, + "valid_targets_min": 362 + }, + { + "epoch": 0.6633906633906634, + "grad_norm": 1.3319257895644228, + "learning_rate": 3.9988223411788436e-05, + "loss": 0.2553, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23690742254257202, + "step": 270, + "valid_targets_mean": 529.6, + "valid_targets_min": 336 + }, + { + "epoch": 0.6756756756756757, + "grad_norm": 1.2333251207411267, + "learning_rate": 3.998280613981468e-05, + "loss": 0.2441, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2443428933620453, + "step": 275, + "valid_targets_mean": 592.6, + "valid_targets_min": 381 + }, + { + "epoch": 0.687960687960688, + "grad_norm": 1.2653219638572915, + "learning_rate": 3.9976367377497725e-05, + "loss": 0.2533, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2635766565799713, + "step": 280, + "valid_targets_mean": 661.1, + "valid_targets_min": 333 + }, + { + "epoch": 0.7002457002457002, + "grad_norm": 1.2132987899715728, + "learning_rate": 3.99689074539772e-05, + "loss": 0.2428, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23148810863494873, + "step": 285, + "valid_targets_mean": 590.9, + "valid_targets_min": 342 + }, + { + "epoch": 0.7125307125307125, + "grad_norm": 1.3232052555393115, + "learning_rate": 3.9960426750592936e-05, + "loss": 0.2366, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2554059624671936, + "step": 290, + "valid_targets_mean": 586.4, + "valid_targets_min": 391 + }, + { + "epoch": 0.7248157248157249, + "grad_norm": 1.3250013840237953, + "learning_rate": 3.995092570086546e-05, + "loss": 0.2372, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23205137252807617, + "step": 295, + "valid_targets_mean": 534.9, + "valid_targets_min": 379 + }, + { + "epoch": 0.7371007371007371, + "grad_norm": 1.174536495094598, + "learning_rate": 3.9940404790473825e-05, + "loss": 0.2362, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23327840864658356, + "step": 300, + "valid_targets_mean": 577.4, + "valid_targets_min": 338 + }, + { + "epoch": 0.7493857493857494, + "grad_norm": 1.2736986293286983, + "learning_rate": 3.992886455723082e-05, + "loss": 0.2423, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23847690224647522, + "step": 305, + "valid_targets_mean": 604.8, + "valid_targets_min": 356 + }, + { + "epoch": 0.7616707616707616, + "grad_norm": 1.202738294769371, + "learning_rate": 3.991630559105541e-05, + "loss": 0.2429, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.25206199288368225, + "step": 310, + "valid_targets_mean": 595.6, + "valid_targets_min": 336 + }, + { + "epoch": 0.773955773955774, + "grad_norm": 1.1705643307443048, + "learning_rate": 3.990272853394268e-05, + "loss": 0.2401, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2267996072769165, + "step": 315, + "valid_targets_mean": 609.8, + "valid_targets_min": 350 + }, + { + "epoch": 0.7862407862407862, + "grad_norm": 1.2741625837837056, + "learning_rate": 3.988813407993089e-05, + "loss": 0.2272, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22659529745578766, + "step": 320, + "valid_targets_mean": 520.9, + "valid_targets_min": 339 + }, + { + "epoch": 0.7985257985257985, + "grad_norm": 1.2095767910140882, + "learning_rate": 3.987252297506613e-05, + "loss": 0.2387, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23505187034606934, + "step": 325, + "valid_targets_mean": 557.3, + "valid_targets_min": 351 + }, + { + "epoch": 0.8108108108108109, + "grad_norm": 1.2469501504557738, + "learning_rate": 3.9855896017364075e-05, + "loss": 0.2361, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2419613003730774, + "step": 330, + "valid_targets_mean": 522.1, + "valid_targets_min": 333 + }, + { + "epoch": 0.8230958230958231, + "grad_norm": 1.3525431983270617, + "learning_rate": 3.983825405676927e-05, + "loss": 0.2425, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23498916625976562, + "step": 335, + "valid_targets_mean": 526.7, + "valid_targets_min": 364 + }, + { + "epoch": 0.8353808353808354, + "grad_norm": 1.266098276438524, + "learning_rate": 3.981959799511161e-05, + "loss": 0.2361, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22201555967330933, + "step": 340, + "valid_targets_mean": 516.1, + "valid_targets_min": 287 + }, + { + "epoch": 0.8476658476658476, + "grad_norm": 1.1950372008453742, + "learning_rate": 3.979992878606032e-05, + "loss": 0.2391, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23893003165721893, + "step": 345, + "valid_targets_mean": 604.9, + "valid_targets_min": 358 + }, + { + "epoch": 0.85995085995086, + "grad_norm": 1.1942813421589011, + "learning_rate": 3.977924743507513e-05, + "loss": 0.2423, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2164364457130432, + "step": 350, + "valid_targets_mean": 568.4, + "valid_targets_min": 386 + }, + { + "epoch": 0.8722358722358723, + "grad_norm": 1.1521319253994895, + "learning_rate": 3.975755499935492e-05, + "loss": 0.2541, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2973342835903168, + "step": 355, + "valid_targets_mean": 677.1, + "valid_targets_min": 359 + }, + { + "epoch": 0.8845208845208845, + "grad_norm": 1.2819519264235832, + "learning_rate": 3.973485258778368e-05, + "loss": 0.2315, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2431134581565857, + "step": 360, + "valid_targets_mean": 520.0, + "valid_targets_min": 320 + }, + { + "epoch": 0.8968058968058968, + "grad_norm": 1.121053883863795, + "learning_rate": 3.971114136087379e-05, + "loss": 0.242, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2276688814163208, + "step": 365, + "valid_targets_mean": 623.6, + "valid_targets_min": 314 + }, + { + "epoch": 0.9090909090909091, + "grad_norm": 1.2335240034008033, + "learning_rate": 3.968642253070675e-05, + "loss": 0.2506, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24868804216384888, + "step": 370, + "valid_targets_mean": 486.9, + "valid_targets_min": 349 + }, + { + "epoch": 0.9213759213759214, + "grad_norm": 1.084721824161106, + "learning_rate": 3.966069736087116e-05, + "loss": 0.2419, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21974554657936096, + "step": 375, + "valid_targets_mean": 572.9, + "valid_targets_min": 388 + }, + { + "epoch": 0.9336609336609336, + "grad_norm": 1.5415223968516378, + "learning_rate": 3.963396716639818e-05, + "loss": 0.23, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22481045126914978, + "step": 380, + "valid_targets_mean": 513.1, + "valid_targets_min": 335 + }, + { + "epoch": 0.9459459459459459, + "grad_norm": 1.184005524489551, + "learning_rate": 3.960623331369427e-05, + "loss": 0.229, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20717152953147888, + "step": 385, + "valid_targets_mean": 569.8, + "valid_targets_min": 378 + }, + { + "epoch": 0.9582309582309583, + "grad_norm": 1.1736401735916975, + "learning_rate": 3.957749722047138e-05, + "loss": 0.2246, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24852100014686584, + "step": 390, + "valid_targets_mean": 562.8, + "valid_targets_min": 340 + }, + { + "epoch": 0.9705159705159705, + "grad_norm": 1.2154851241242357, + "learning_rate": 3.9547760355674405e-05, + "loss": 0.2306, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2460574209690094, + "step": 395, + "valid_targets_mean": 592.2, + "valid_targets_min": 315 + }, + { + "epoch": 0.9828009828009828, + "grad_norm": 1.1414024083345906, + "learning_rate": 3.951702423940621e-05, + "loss": 0.2432, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.273346483707428, + "step": 400, + "valid_targets_mean": 704.4, + "valid_targets_min": 372 + }, + { + "epoch": 0.995085995085995, + "grad_norm": 1.2888653065517275, + "learning_rate": 3.948529044284981e-05, + "loss": 0.2285, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2338770031929016, + "step": 405, + "valid_targets_mean": 528.1, + "valid_targets_min": 383 + }, + { + "epoch": 1.0073710073710074, + "grad_norm": 1.273222474953753, + "learning_rate": 3.9452560588188135e-05, + "loss": 0.2126, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20872265100479126, + "step": 410, + "valid_targets_mean": 483.4, + "valid_targets_min": 345 + }, + { + "epoch": 1.0196560196560196, + "grad_norm": 1.1230278716937114, + "learning_rate": 3.9418836348521045e-05, + "loss": 0.2122, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1878654807806015, + "step": 415, + "valid_targets_mean": 560.2, + "valid_targets_min": 350 + }, + { + "epoch": 1.031941031941032, + "grad_norm": 1.3385969964323565, + "learning_rate": 3.9384119447779854e-05, + "loss": 0.2053, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2124098837375641, + "step": 420, + "valid_targets_mean": 531.4, + "valid_targets_min": 346 + }, + { + "epoch": 1.0442260442260443, + "grad_norm": 1.133701044120653, + "learning_rate": 3.934841166063919e-05, + "loss": 0.2151, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21468473970890045, + "step": 425, + "valid_targets_mean": 593.8, + "valid_targets_min": 337 + }, + { + "epoch": 1.0565110565110565, + "grad_norm": 1.1884236103320405, + "learning_rate": 3.931171481242625e-05, + "loss": 0.1999, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20533575117588043, + "step": 430, + "valid_targets_mean": 586.6, + "valid_targets_min": 364 + }, + { + "epoch": 1.0687960687960687, + "grad_norm": 1.2358471031407317, + "learning_rate": 3.927403077902753e-05, + "loss": 0.2029, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20509561896324158, + "step": 435, + "valid_targets_mean": 554.1, + "valid_targets_min": 303 + }, + { + "epoch": 1.0810810810810811, + "grad_norm": 1.1162627713390312, + "learning_rate": 3.9235361486792905e-05, + "loss": 0.2007, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2194371223449707, + "step": 440, + "valid_targets_mean": 592.0, + "valid_targets_min": 391 + }, + { + "epoch": 1.0933660933660934, + "grad_norm": 1.1664113838151917, + "learning_rate": 3.9195708912437176e-05, + "loss": 0.2222, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19551971554756165, + "step": 445, + "valid_targets_mean": 562.9, + "valid_targets_min": 299 + }, + { + "epoch": 1.1056511056511056, + "grad_norm": 1.1148563823576316, + "learning_rate": 3.915507508293901e-05, + "loss": 0.2028, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.224244624376297, + "step": 450, + "valid_targets_mean": 601.6, + "valid_targets_min": 341 + }, + { + "epoch": 1.117936117936118, + "grad_norm": 1.209728679709457, + "learning_rate": 3.911346207543734e-05, + "loss": 0.1981, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21454249322414398, + "step": 455, + "valid_targets_mean": 560.9, + "valid_targets_min": 333 + }, + { + "epoch": 1.1302211302211302, + "grad_norm": 1.0703696823302942, + "learning_rate": 3.907087201712515e-05, + "loss": 0.2154, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22700481116771698, + "step": 460, + "valid_targets_mean": 657.5, + "valid_targets_min": 321 + }, + { + "epoch": 1.1425061425061425, + "grad_norm": 1.087498535135239, + "learning_rate": 3.902730708514078e-05, + "loss": 0.2037, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19121837615966797, + "step": 465, + "valid_targets_mean": 605.1, + "valid_targets_min": 414 + }, + { + "epoch": 1.154791154791155, + "grad_norm": 1.1754498968382059, + "learning_rate": 3.8982769506456616e-05, + "loss": 0.1997, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2021336704492569, + "step": 470, + "valid_targets_mean": 610.5, + "valid_targets_min": 390 + }, + { + "epoch": 1.1670761670761671, + "grad_norm": 1.0324644891352066, + "learning_rate": 3.893726155776524e-05, + "loss": 0.2022, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16948124766349792, + "step": 475, + "valid_targets_mean": 563.5, + "valid_targets_min": 355 + }, + { + "epoch": 1.1793611793611793, + "grad_norm": 1.1444059489981688, + "learning_rate": 3.8890785565363046e-05, + "loss": 0.2131, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22946152091026306, + "step": 480, + "valid_targets_mean": 585.4, + "valid_targets_min": 333 + }, + { + "epoch": 1.1916461916461916, + "grad_norm": 1.0980010911655984, + "learning_rate": 3.884334390503136e-05, + "loss": 0.2136, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20137803256511688, + "step": 485, + "valid_targets_mean": 556.1, + "valid_targets_min": 352 + }, + { + "epoch": 1.203931203931204, + "grad_norm": 1.2187757226237967, + "learning_rate": 3.8794939001914955e-05, + "loss": 0.209, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2199264019727707, + "step": 490, + "valid_targets_mean": 605.1, + "valid_targets_min": 350 + }, + { + "epoch": 1.2162162162162162, + "grad_norm": 1.291377657263299, + "learning_rate": 3.87455733303981e-05, + "loss": 0.2161, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22223210334777832, + "step": 495, + "valid_targets_mean": 562.2, + "valid_targets_min": 316 + }, + { + "epoch": 1.2285012285012284, + "grad_norm": 1.087891213866882, + "learning_rate": 3.869524941397805e-05, + "loss": 0.2058, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22227486968040466, + "step": 500, + "valid_targets_mean": 561.1, + "valid_targets_min": 374 + }, + { + "epoch": 1.2407862407862407, + "grad_norm": 1.0875951457065944, + "learning_rate": 3.8643969825136095e-05, + "loss": 0.209, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21871165931224823, + "step": 505, + "valid_targets_mean": 605.8, + "valid_targets_min": 291 + }, + { + "epoch": 1.253071253071253, + "grad_norm": 1.1345287983708072, + "learning_rate": 3.8591737185206024e-05, + "loss": 0.2134, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19657248258590698, + "step": 510, + "valid_targets_mean": 517.6, + "valid_targets_min": 365 + }, + { + "epoch": 1.2653562653562653, + "grad_norm": 1.1578099843167293, + "learning_rate": 3.853855416424011e-05, + "loss": 0.2046, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22923174500465393, + "step": 515, + "valid_targets_mean": 629.9, + "valid_targets_min": 351 + }, + { + "epoch": 1.2776412776412776, + "grad_norm": 1.3467752290200405, + "learning_rate": 3.848442348087267e-05, + "loss": 0.2129, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22567245364189148, + "step": 520, + "valid_targets_mean": 493.1, + "valid_targets_min": 348 + }, + { + "epoch": 1.28992628992629, + "grad_norm": 1.0355038419138378, + "learning_rate": 3.842934790218106e-05, + "loss": 0.2027, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1945795863866806, + "step": 525, + "valid_targets_mean": 609.4, + "valid_targets_min": 355 + }, + { + "epoch": 1.3022113022113022, + "grad_norm": 1.098408635608927, + "learning_rate": 3.837333024354422e-05, + "loss": 0.2111, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21321016550064087, + "step": 530, + "valid_targets_mean": 629.6, + "valid_targets_min": 334 + }, + { + "epoch": 1.3144963144963144, + "grad_norm": 1.1965501456460534, + "learning_rate": 3.8316373368498794e-05, + "loss": 0.197, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20622071623802185, + "step": 535, + "valid_targets_mean": 498.1, + "valid_targets_min": 329 + }, + { + "epoch": 1.3267813267813269, + "grad_norm": 1.2780117337853627, + "learning_rate": 3.82584801885927e-05, + "loss": 0.2112, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21127185225486755, + "step": 540, + "valid_targets_mean": 512.1, + "valid_targets_min": 272 + }, + { + "epoch": 1.339066339066339, + "grad_norm": 1.0208209030208835, + "learning_rate": 3.8199653663236336e-05, + "loss": 0.2215, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23393374681472778, + "step": 545, + "valid_targets_mean": 637.0, + "valid_targets_min": 389 + }, + { + "epoch": 1.3513513513513513, + "grad_norm": 1.0756398207865907, + "learning_rate": 3.813989679955128e-05, + "loss": 0.2102, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21633684635162354, + "step": 550, + "valid_targets_mean": 600.6, + "valid_targets_min": 332 + }, + { + "epoch": 1.3636363636363638, + "grad_norm": 1.2709984419070997, + "learning_rate": 3.8079212652216595e-05, + "loss": 0.1973, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19809314608573914, + "step": 555, + "valid_targets_mean": 507.6, + "valid_targets_min": 391 + }, + { + "epoch": 1.375921375921376, + "grad_norm": 1.064418446515292, + "learning_rate": 3.8017604323312616e-05, + "loss": 0.2009, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2035004198551178, + "step": 560, + "valid_targets_mean": 572.9, + "valid_targets_min": 366 + }, + { + "epoch": 1.3882063882063882, + "grad_norm": 1.1078788278566427, + "learning_rate": 3.795507496216246e-05, + "loss": 0.2136, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.24907588958740234, + "step": 565, + "valid_targets_mean": 608.2, + "valid_targets_min": 386 + }, + { + "epoch": 1.4004914004914004, + "grad_norm": 1.0256660334768586, + "learning_rate": 3.789162776517098e-05, + "loss": 0.2026, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2145499885082245, + "step": 570, + "valid_targets_mean": 657.9, + "valid_targets_min": 373 + }, + { + "epoch": 1.4127764127764126, + "grad_norm": 1.034031043079854, + "learning_rate": 3.78272659756614e-05, + "loss": 0.2183, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2272603064775467, + "step": 575, + "valid_targets_mean": 645.5, + "valid_targets_min": 340 + }, + { + "epoch": 1.425061425061425, + "grad_norm": 1.2896668422957693, + "learning_rate": 3.776199288370948e-05, + "loss": 0.2177, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23518535494804382, + "step": 580, + "valid_targets_mean": 468.1, + "valid_targets_min": 319 + }, + { + "epoch": 1.4373464373464373, + "grad_norm": 0.8865050790970145, + "learning_rate": 3.7695811825975386e-05, + "loss": 0.2022, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1835131049156189, + "step": 585, + "valid_targets_mean": 766.4, + "valid_targets_min": 556 + }, + { + "epoch": 1.4496314496314495, + "grad_norm": 1.0052694619139135, + "learning_rate": 3.76287261855331e-05, + "loss": 0.1979, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21307772397994995, + "step": 590, + "valid_targets_mean": 663.4, + "valid_targets_min": 324 + }, + { + "epoch": 1.461916461916462, + "grad_norm": 0.968909885622136, + "learning_rate": 3.7560739391697465e-05, + "loss": 0.2058, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1846340447664261, + "step": 595, + "valid_targets_mean": 574.1, + "valid_targets_min": 357 + }, + { + "epoch": 1.4742014742014742, + "grad_norm": 1.008739229853549, + "learning_rate": 3.749185491984891e-05, + "loss": 0.2011, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1903940886259079, + "step": 600, + "valid_targets_mean": 651.4, + "valid_targets_min": 349 + }, + { + "epoch": 1.4864864864864864, + "grad_norm": 1.0894449533360777, + "learning_rate": 3.7422076291255785e-05, + "loss": 0.1951, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19377467036247253, + "step": 605, + "valid_targets_mean": 501.9, + "valid_targets_min": 360 + }, + { + "epoch": 1.4987714987714988, + "grad_norm": 1.1134116216367664, + "learning_rate": 3.7351407072894356e-05, + "loss": 0.2005, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19366130232810974, + "step": 610, + "valid_targets_mean": 540.0, + "valid_targets_min": 323 + }, + { + "epoch": 1.511056511056511, + "grad_norm": 1.1085285737625885, + "learning_rate": 3.7279850877266486e-05, + "loss": 0.2165, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.23652777075767517, + "step": 615, + "valid_targets_mean": 552.9, + "valid_targets_min": 330 + }, + { + "epoch": 1.5233415233415233, + "grad_norm": 1.1659336753490528, + "learning_rate": 3.720741136221491e-05, + "loss": 0.1904, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20393647253513336, + "step": 620, + "valid_targets_mean": 562.8, + "valid_targets_min": 339 + }, + { + "epoch": 1.5356265356265357, + "grad_norm": 1.1256183805366937, + "learning_rate": 3.713409223073636e-05, + "loss": 0.2087, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21131408214569092, + "step": 625, + "valid_targets_mean": 596.2, + "valid_targets_min": 361 + }, + { + "epoch": 1.547911547911548, + "grad_norm": 1.1025314376028277, + "learning_rate": 3.705989723079214e-05, + "loss": 0.1998, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2073504477739334, + "step": 630, + "valid_targets_mean": 534.4, + "valid_targets_min": 347 + }, + { + "epoch": 1.5601965601965602, + "grad_norm": 1.2328995169055594, + "learning_rate": 3.698483015511665e-05, + "loss": 0.2005, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20556914806365967, + "step": 635, + "valid_targets_mean": 556.0, + "valid_targets_min": 393 + }, + { + "epoch": 1.5724815724815726, + "grad_norm": 1.13051808020514, + "learning_rate": 3.690889484102344e-05, + "loss": 0.2034, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20527680218219757, + "step": 640, + "valid_targets_mean": 560.2, + "valid_targets_min": 387 + }, + { + "epoch": 1.5847665847665846, + "grad_norm": 1.0356033195955525, + "learning_rate": 3.683209517020908e-05, + "loss": 0.213, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21655723452568054, + "step": 645, + "valid_targets_mean": 582.9, + "valid_targets_min": 338 + }, + { + "epoch": 1.597051597051597, + "grad_norm": 1.1170971606578726, + "learning_rate": 3.675443506855473e-05, + "loss": 0.2036, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2006620168685913, + "step": 650, + "valid_targets_mean": 613.5, + "valid_targets_min": 318 + }, + { + "epoch": 1.6093366093366095, + "grad_norm": 1.133535405808262, + "learning_rate": 3.6675918505925456e-05, + "loss": 0.201, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18652908504009247, + "step": 655, + "valid_targets_mean": 495.4, + "valid_targets_min": 330 + }, + { + "epoch": 1.6216216216216215, + "grad_norm": 0.9925583371315405, + "learning_rate": 3.6596549495967276e-05, + "loss": 0.2068, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2260739654302597, + "step": 660, + "valid_targets_mean": 691.1, + "valid_targets_min": 372 + }, + { + "epoch": 1.633906633906634, + "grad_norm": 1.145416405295079, + "learning_rate": 3.651633209590202e-05, + "loss": 0.1991, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1762043833732605, + "step": 665, + "valid_targets_mean": 534.9, + "valid_targets_min": 313 + }, + { + "epoch": 1.6461916461916462, + "grad_norm": 1.1479183598008718, + "learning_rate": 3.6435270406319914e-05, + "loss": 0.2345, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22825786471366882, + "step": 670, + "valid_targets_mean": 511.7, + "valid_targets_min": 382 + }, + { + "epoch": 1.6584766584766584, + "grad_norm": 1.0177952792861085, + "learning_rate": 3.635336857096997e-05, + "loss": 0.2002, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1958564817905426, + "step": 675, + "valid_targets_mean": 596.1, + "valid_targets_min": 367 + }, + { + "epoch": 1.6707616707616708, + "grad_norm": 0.9497476755880511, + "learning_rate": 3.627063077654815e-05, + "loss": 0.1991, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18790635466575623, + "step": 680, + "valid_targets_mean": 577.7, + "valid_targets_min": 364 + }, + { + "epoch": 1.683046683046683, + "grad_norm": 1.0364511769228686, + "learning_rate": 3.618706125248337e-05, + "loss": 0.2105, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20568892359733582, + "step": 685, + "valid_targets_mean": 610.6, + "valid_targets_min": 395 + }, + { + "epoch": 1.6953316953316953, + "grad_norm": 1.0653626980123834, + "learning_rate": 3.6102664270721275e-05, + "loss": 0.2097, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2012636959552765, + "step": 690, + "valid_targets_mean": 584.4, + "valid_targets_min": 380 + }, + { + "epoch": 1.7076167076167077, + "grad_norm": 1.0782173350105624, + "learning_rate": 3.601744414550589e-05, + "loss": 0.2029, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21700087189674377, + "step": 695, + "valid_targets_mean": 545.4, + "valid_targets_min": 363 + }, + { + "epoch": 1.71990171990172, + "grad_norm": 1.0898960424875124, + "learning_rate": 3.593140523315906e-05, + "loss": 0.2099, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22257234156131744, + "step": 700, + "valid_targets_mean": 520.8, + "valid_targets_min": 347 + }, + { + "epoch": 1.7321867321867321, + "grad_norm": 1.0486466431772246, + "learning_rate": 3.584455193185778e-05, + "loss": 0.202, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20295602083206177, + "step": 705, + "valid_targets_mean": 544.9, + "valid_targets_min": 340 + }, + { + "epoch": 1.7444717444717446, + "grad_norm": 1.084800118329105, + "learning_rate": 3.575688868140933e-05, + "loss": 0.2032, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19122770428657532, + "step": 710, + "valid_targets_mean": 488.4, + "valid_targets_min": 318 + }, + { + "epoch": 1.7567567567567568, + "grad_norm": 1.084292899345759, + "learning_rate": 3.566841996302438e-05, + "loss": 0.2051, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19632896780967712, + "step": 715, + "valid_targets_mean": 510.2, + "valid_targets_min": 335 + }, + { + "epoch": 1.769041769041769, + "grad_norm": 1.0557684475273712, + "learning_rate": 3.557915029908787e-05, + "loss": 0.2064, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2040451020002365, + "step": 720, + "valid_targets_mean": 558.2, + "valid_targets_min": 312 + }, + { + "epoch": 1.7813267813267815, + "grad_norm": 0.9261448145365117, + "learning_rate": 3.548908425292784e-05, + "loss": 0.206, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20299643278121948, + "step": 725, + "valid_targets_mean": 621.5, + "valid_targets_min": 315 + }, + { + "epoch": 1.7936117936117935, + "grad_norm": 1.059967470462753, + "learning_rate": 3.5398226428582165e-05, + "loss": 0.2016, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1749897301197052, + "step": 730, + "valid_targets_mean": 587.3, + "valid_targets_min": 327 + }, + { + "epoch": 1.805896805896806, + "grad_norm": 1.0927225436828998, + "learning_rate": 3.530658147056321e-05, + "loss": 0.2119, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21093472838401794, + "step": 735, + "valid_targets_mean": 536.0, + "valid_targets_min": 367 + }, + { + "epoch": 1.8181818181818183, + "grad_norm": 1.0767012332996604, + "learning_rate": 3.521415406362041e-05, + "loss": 0.208, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2154802829027176, + "step": 740, + "valid_targets_mean": 587.4, + "valid_targets_min": 358 + }, + { + "epoch": 1.8304668304668303, + "grad_norm": 1.0258650874116662, + "learning_rate": 3.512094893250076e-05, + "loss": 0.2038, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18948307633399963, + "step": 745, + "valid_targets_mean": 556.7, + "valid_targets_min": 325 + }, + { + "epoch": 1.8427518427518428, + "grad_norm": 1.0917952930239936, + "learning_rate": 3.5026970841707366e-05, + "loss": 0.1969, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20295953750610352, + "step": 750, + "valid_targets_mean": 637.2, + "valid_targets_min": 302 + }, + { + "epoch": 1.855036855036855, + "grad_norm": 1.0259051559636694, + "learning_rate": 3.493222459525579e-05, + "loss": 0.1963, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18988922238349915, + "step": 755, + "valid_targets_mean": 574.6, + "valid_targets_min": 389 + }, + { + "epoch": 1.8673218673218672, + "grad_norm": 1.107801334038011, + "learning_rate": 3.483671503642858e-05, + "loss": 0.2029, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20162153244018555, + "step": 760, + "valid_targets_mean": 559.1, + "valid_targets_min": 341 + }, + { + "epoch": 1.8796068796068797, + "grad_norm": 0.9513895961250298, + "learning_rate": 3.474044704752761e-05, + "loss": 0.2019, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20117336511611938, + "step": 765, + "valid_targets_mean": 614.8, + "valid_targets_min": 344 + }, + { + "epoch": 1.8918918918918919, + "grad_norm": 1.087713893272352, + "learning_rate": 3.464342554962454e-05, + "loss": 0.2028, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.21448519825935364, + "step": 770, + "valid_targets_mean": 522.4, + "valid_targets_min": 330 + }, + { + "epoch": 1.904176904176904, + "grad_norm": 0.9467693162634699, + "learning_rate": 3.4545655502309254e-05, + "loss": 0.2004, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2018240988254547, + "step": 775, + "valid_targets_mean": 646.3, + "valid_targets_min": 320 + }, + { + "epoch": 1.9164619164619165, + "grad_norm": 0.994395677212433, + "learning_rate": 3.444714190343633e-05, + "loss": 0.1997, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1869840919971466, + "step": 780, + "valid_targets_mean": 559.4, + "valid_targets_min": 315 + }, + { + "epoch": 1.9287469287469288, + "grad_norm": 1.1350837336602309, + "learning_rate": 3.434788978886957e-05, + "loss": 0.2049, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19758516550064087, + "step": 785, + "valid_targets_mean": 514.1, + "valid_targets_min": 360 + }, + { + "epoch": 1.941031941031941, + "grad_norm": 1.0742750813094744, + "learning_rate": 3.424790423222455e-05, + "loss": 0.1911, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19571363925933838, + "step": 790, + "valid_targets_mean": 575.7, + "valid_targets_min": 333 + }, + { + "epoch": 1.9533169533169534, + "grad_norm": 1.1044557075952837, + "learning_rate": 3.414719034460928e-05, + "loss": 0.1911, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.22668087482452393, + "step": 795, + "valid_targets_mean": 564.0, + "valid_targets_min": 358 + }, + { + "epoch": 1.9656019656019657, + "grad_norm": 1.0816888460619751, + "learning_rate": 3.404575327436294e-05, + "loss": 0.1979, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.2019120752811432, + "step": 800, + "valid_targets_mean": 579.1, + "valid_targets_min": 368 + }, + { + "epoch": 1.9778869778869779, + "grad_norm": 0.9653532634042872, + "learning_rate": 3.3943598206792665e-05, + "loss": 0.1951, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1838877946138382, + "step": 805, + "valid_targets_mean": 610.0, + "valid_targets_min": 383 + }, + { + "epoch": 1.9901719901719903, + "grad_norm": 1.1415332941821148, + "learning_rate": 3.384073036390857e-05, + "loss": 0.1965, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20956549048423767, + "step": 810, + "valid_targets_mean": 501.6, + "valid_targets_min": 304 + }, + { + "epoch": 2.0024570024570023, + "grad_norm": 0.9598781701745787, + "learning_rate": 3.373715500415667e-05, + "loss": 0.1931, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1695285439491272, + "step": 815, + "valid_targets_mean": 518.5, + "valid_targets_min": 333 + }, + { + "epoch": 2.0147420147420148, + "grad_norm": 1.0104897625706792, + "learning_rate": 3.363287742215023e-05, + "loss": 0.1674, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1609475016593933, + "step": 820, + "valid_targets_mean": 606.6, + "valid_targets_min": 355 + }, + { + "epoch": 2.027027027027027, + "grad_norm": 1.1012228379960987, + "learning_rate": 3.352790294839898e-05, + "loss": 0.1721, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16471633315086365, + "step": 825, + "valid_targets_mean": 617.8, + "valid_targets_min": 360 + }, + { + "epoch": 2.039312039312039, + "grad_norm": 1.0191591931441848, + "learning_rate": 3.3422236949036726e-05, + "loss": 0.1628, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1552569568157196, + "step": 830, + "valid_targets_mean": 604.6, + "valid_targets_min": 405 + }, + { + "epoch": 2.0515970515970516, + "grad_norm": 0.9959292379606938, + "learning_rate": 3.331588482554697e-05, + "loss": 0.1633, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.165554940700531, + "step": 835, + "valid_targets_mean": 608.4, + "valid_targets_min": 381 + }, + { + "epoch": 2.063882063882064, + "grad_norm": 0.9912133098541214, + "learning_rate": 3.320885201448684e-05, + "loss": 0.1711, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1614345908164978, + "step": 840, + "valid_targets_mean": 567.6, + "valid_targets_min": 317 + }, + { + "epoch": 2.076167076167076, + "grad_norm": 1.310631256990444, + "learning_rate": 3.310114398720917e-05, + "loss": 0.1621, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17154039442539215, + "step": 845, + "valid_targets_mean": 599.4, + "valid_targets_min": 411 + }, + { + "epoch": 2.0884520884520885, + "grad_norm": 1.1094181190105217, + "learning_rate": 3.299276624958281e-05, + "loss": 0.1673, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1730373501777649, + "step": 850, + "valid_targets_mean": 633.8, + "valid_targets_min": 379 + }, + { + "epoch": 2.100737100737101, + "grad_norm": 1.0089696788731093, + "learning_rate": 3.288372434171116e-05, + "loss": 0.1621, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1542433649301529, + "step": 855, + "valid_targets_mean": 556.9, + "valid_targets_min": 350 + }, + { + "epoch": 2.113022113022113, + "grad_norm": 1.1668954830382665, + "learning_rate": 3.2774023837648986e-05, + "loss": 0.1638, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18032445013523102, + "step": 860, + "valid_targets_mean": 595.8, + "valid_targets_min": 372 + }, + { + "epoch": 2.1253071253071254, + "grad_norm": 0.9857434649722174, + "learning_rate": 3.26636703451175e-05, + "loss": 0.1642, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14477500319480896, + "step": 865, + "valid_targets_mean": 607.5, + "valid_targets_min": 356 + }, + { + "epoch": 2.1375921375921374, + "grad_norm": 0.968780124957847, + "learning_rate": 3.2552669505217646e-05, + "loss": 0.1623, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15161213278770447, + "step": 870, + "valid_targets_mean": 597.6, + "valid_targets_min": 360 + }, + { + "epoch": 2.14987714987715, + "grad_norm": 0.9765410163261161, + "learning_rate": 3.24410269921418e-05, + "loss": 0.1623, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14507704973220825, + "step": 875, + "valid_targets_mean": 593.9, + "valid_targets_min": 417 + }, + { + "epoch": 2.1621621621621623, + "grad_norm": 1.0775768198373612, + "learning_rate": 3.232874851288367e-05, + "loss": 0.1691, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1555686593055725, + "step": 880, + "valid_targets_mean": 521.9, + "valid_targets_min": 341 + }, + { + "epoch": 2.1744471744471743, + "grad_norm": 0.9514600306163379, + "learning_rate": 3.221583980694659e-05, + "loss": 0.1697, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1574643850326538, + "step": 885, + "valid_targets_mean": 628.7, + "valid_targets_min": 357 + }, + { + "epoch": 2.1867321867321867, + "grad_norm": 1.2201470319941308, + "learning_rate": 3.21023066460501e-05, + "loss": 0.1635, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16941586136817932, + "step": 890, + "valid_targets_mean": 501.3, + "valid_targets_min": 357 + }, + { + "epoch": 2.199017199017199, + "grad_norm": 0.9973297712090284, + "learning_rate": 3.198815483383492e-05, + "loss": 0.1661, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1548662930727005, + "step": 895, + "valid_targets_mean": 588.8, + "valid_targets_min": 447 + }, + { + "epoch": 2.211302211302211, + "grad_norm": 1.109909348492073, + "learning_rate": 3.1873390205566295e-05, + "loss": 0.1625, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18065625429153442, + "step": 900, + "valid_targets_mean": 611.1, + "valid_targets_min": 381 + }, + { + "epoch": 2.2235872235872236, + "grad_norm": 1.150607769729905, + "learning_rate": 3.175801862783565e-05, + "loss": 0.1676, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1760374903678894, + "step": 905, + "valid_targets_mean": 579.7, + "valid_targets_min": 330 + }, + { + "epoch": 2.235872235872236, + "grad_norm": 1.0134504400046016, + "learning_rate": 3.164204599826077e-05, + "loss": 0.1679, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15869474411010742, + "step": 910, + "valid_targets_mean": 628.8, + "valid_targets_min": 387 + }, + { + "epoch": 2.248157248157248, + "grad_norm": 1.03636879858501, + "learning_rate": 3.1525478245184245e-05, + "loss": 0.161, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17024025321006775, + "step": 915, + "valid_targets_mean": 638.8, + "valid_targets_min": 338 + }, + { + "epoch": 2.2604422604422605, + "grad_norm": 1.027260075646475, + "learning_rate": 3.140832132737051e-05, + "loss": 0.1598, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16474905610084534, + "step": 920, + "valid_targets_mean": 634.4, + "valid_targets_min": 351 + }, + { + "epoch": 2.2727272727272725, + "grad_norm": 1.1516883647794431, + "learning_rate": 3.129058123370116e-05, + "loss": 0.1655, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16940803825855255, + "step": 925, + "valid_targets_mean": 556.1, + "valid_targets_min": 357 + }, + { + "epoch": 2.285012285012285, + "grad_norm": 0.9664843540102078, + "learning_rate": 3.117226398286887e-05, + "loss": 0.1602, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1558990180492401, + "step": 930, + "valid_targets_mean": 644.6, + "valid_targets_min": 341 + }, + { + "epoch": 2.2972972972972974, + "grad_norm": 1.2097643368196167, + "learning_rate": 3.105337562306968e-05, + "loss": 0.1674, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16575542092323303, + "step": 935, + "valid_targets_mean": 512.9, + "valid_targets_min": 375 + }, + { + "epoch": 2.30958230958231, + "grad_norm": 1.0251584186027345, + "learning_rate": 3.0933922231693854e-05, + "loss": 0.1607, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16751596331596375, + "step": 940, + "valid_targets_mean": 659.8, + "valid_targets_min": 330 + }, + { + "epoch": 2.321867321867322, + "grad_norm": 1.8223152408400631, + "learning_rate": 3.08139099150152e-05, + "loss": 0.1648, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17123517394065857, + "step": 945, + "valid_targets_mean": 623.1, + "valid_targets_min": 346 + }, + { + "epoch": 2.3341523341523343, + "grad_norm": 1.0197979025893136, + "learning_rate": 3.069334480787893e-05, + "loss": 0.1638, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1619846671819687, + "step": 950, + "valid_targets_mean": 516.6, + "valid_targets_min": 360 + }, + { + "epoch": 2.3464373464373462, + "grad_norm": 1.0185481805967684, + "learning_rate": 3.057223307338806e-05, + "loss": 0.1587, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16147619485855103, + "step": 955, + "valid_targets_mean": 610.8, + "valid_targets_min": 321 + }, + { + "epoch": 2.3587223587223587, + "grad_norm": 1.1629489871911958, + "learning_rate": 3.0450580902588346e-05, + "loss": 0.1675, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18816746771335602, + "step": 960, + "valid_targets_mean": 530.4, + "valid_targets_min": 370 + }, + { + "epoch": 2.371007371007371, + "grad_norm": 0.9701315397422264, + "learning_rate": 3.032839451415182e-05, + "loss": 0.1623, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15979017317295074, + "step": 965, + "valid_targets_mean": 634.5, + "valid_targets_min": 366 + }, + { + "epoch": 2.383292383292383, + "grad_norm": 0.99312578094489, + "learning_rate": 3.0205680154058904e-05, + "loss": 0.1573, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15236841142177582, + "step": 970, + "valid_targets_mean": 553.4, + "valid_targets_min": 362 + }, + { + "epoch": 2.3955773955773956, + "grad_norm": 1.0612042490649, + "learning_rate": 3.0082444095279117e-05, + "loss": 0.1681, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17524561285972595, + "step": 975, + "valid_targets_mean": 595.1, + "valid_targets_min": 377 + }, + { + "epoch": 2.407862407862408, + "grad_norm": 1.038886957377111, + "learning_rate": 2.9958692637450406e-05, + "loss": 0.1636, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.147619366645813, + "step": 980, + "valid_targets_mean": 583.9, + "valid_targets_min": 369 + }, + { + "epoch": 2.42014742014742, + "grad_norm": 1.037085869783086, + "learning_rate": 2.983443210655714e-05, + "loss": 0.1584, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15583443641662598, + "step": 985, + "valid_targets_mean": 515.8, + "valid_targets_min": 328 + }, + { + "epoch": 2.4324324324324325, + "grad_norm": 1.0353541133091022, + "learning_rate": 2.9709668854606706e-05, + "loss": 0.1705, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15763302147388458, + "step": 990, + "valid_targets_mean": 585.6, + "valid_targets_min": 397 + }, + { + "epoch": 2.444717444717445, + "grad_norm": 1.022215789393668, + "learning_rate": 2.9584409259304828e-05, + "loss": 0.1747, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17135146260261536, + "step": 995, + "valid_targets_mean": 552.5, + "valid_targets_min": 318 + }, + { + "epoch": 2.457002457002457, + "grad_norm": 1.1712513338241275, + "learning_rate": 2.945865972372954e-05, + "loss": 0.1699, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1690291315317154, + "step": 1000, + "valid_targets_mean": 564.1, + "valid_targets_min": 362 + }, + { + "epoch": 2.4692874692874693, + "grad_norm": 1.0317993574285669, + "learning_rate": 2.9332426676003858e-05, + "loss": 0.1627, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14596088230609894, + "step": 1005, + "valid_targets_mean": 628.4, + "valid_targets_min": 333 + }, + { + "epoch": 2.4815724815724813, + "grad_norm": 1.15263750619694, + "learning_rate": 2.920571656896722e-05, + "loss": 0.163, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1633550375699997, + "step": 1010, + "valid_targets_mean": 595.0, + "valid_targets_min": 338 + }, + { + "epoch": 2.493857493857494, + "grad_norm": 1.196927272455729, + "learning_rate": 2.907853587984558e-05, + "loss": 0.1665, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18414945900440216, + "step": 1015, + "valid_targets_mean": 529.7, + "valid_targets_min": 324 + }, + { + "epoch": 2.506142506142506, + "grad_norm": 1.008390669336626, + "learning_rate": 2.8950891109920333e-05, + "loss": 0.171, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17250725626945496, + "step": 1020, + "valid_targets_mean": 554.2, + "valid_targets_min": 341 + }, + { + "epoch": 2.5184275184275187, + "grad_norm": 1.1830974634404077, + "learning_rate": 2.882278878419597e-05, + "loss": 0.1704, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17889085412025452, + "step": 1025, + "valid_targets_mean": 532.0, + "valid_targets_min": 336 + }, + { + "epoch": 2.5307125307125307, + "grad_norm": 1.225171314277819, + "learning_rate": 2.8694235451066538e-05, + "loss": 0.1646, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1738959401845932, + "step": 1030, + "valid_targets_mean": 521.2, + "valid_targets_min": 343 + }, + { + "epoch": 2.542997542997543, + "grad_norm": 1.0699171978912032, + "learning_rate": 2.8565237681980876e-05, + "loss": 0.1597, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1724793016910553, + "step": 1035, + "valid_targets_mean": 602.1, + "valid_targets_min": 365 + }, + { + "epoch": 2.555282555282555, + "grad_norm": 0.9758834051911167, + "learning_rate": 2.843580207110672e-05, + "loss": 0.164, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1547844111919403, + "step": 1040, + "valid_targets_mean": 624.6, + "valid_targets_min": 348 + }, + { + "epoch": 2.5675675675675675, + "grad_norm": 1.0648767118155311, + "learning_rate": 2.830593523499361e-05, + "loss": 0.1712, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17022374272346497, + "step": 1045, + "valid_targets_mean": 528.1, + "valid_targets_min": 316 + }, + { + "epoch": 2.57985257985258, + "grad_norm": 1.1786460270152923, + "learning_rate": 2.8175643812234627e-05, + "loss": 0.1657, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17464269697666168, + "step": 1050, + "valid_targets_mean": 482.8, + "valid_targets_min": 326 + }, + { + "epoch": 2.592137592137592, + "grad_norm": 1.015941200408563, + "learning_rate": 2.8044934463127108e-05, + "loss": 0.1635, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15763753652572632, + "step": 1055, + "valid_targets_mean": 595.5, + "valid_targets_min": 415 + }, + { + "epoch": 2.6044226044226044, + "grad_norm": 1.5455311111736163, + "learning_rate": 2.7913813869332112e-05, + "loss": 0.1613, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16405543684959412, + "step": 1060, + "valid_targets_mean": 553.4, + "valid_targets_min": 337 + }, + { + "epoch": 2.616707616707617, + "grad_norm": 1.0206262986883972, + "learning_rate": 2.7782288733532915e-05, + "loss": 0.1653, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15845853090286255, + "step": 1065, + "valid_targets_mean": 617.5, + "valid_targets_min": 377 + }, + { + "epoch": 2.628992628992629, + "grad_norm": 1.0127994524563275, + "learning_rate": 2.7650365779092346e-05, + "loss": 0.1574, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15306022763252258, + "step": 1070, + "valid_targets_mean": 574.9, + "valid_targets_min": 343 + }, + { + "epoch": 2.6412776412776413, + "grad_norm": 1.0920854825298392, + "learning_rate": 2.751805174970912e-05, + "loss": 0.1656, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1654532253742218, + "step": 1075, + "valid_targets_mean": 563.6, + "valid_targets_min": 372 + }, + { + "epoch": 2.6535626535626538, + "grad_norm": 1.3337934562654803, + "learning_rate": 2.7385353409073093e-05, + "loss": 0.1684, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18576306104660034, + "step": 1080, + "valid_targets_mean": 563.4, + "valid_targets_min": 340 + }, + { + "epoch": 2.6658476658476657, + "grad_norm": 1.1468407631418238, + "learning_rate": 2.725227754051953e-05, + "loss": 0.1625, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17222510278224945, + "step": 1085, + "valid_targets_mean": 532.2, + "valid_targets_min": 330 + }, + { + "epoch": 2.678132678132678, + "grad_norm": 1.0145689177041828, + "learning_rate": 2.711883094668234e-05, + "loss": 0.1576, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16334547102451324, + "step": 1090, + "valid_targets_mean": 712.4, + "valid_targets_min": 330 + }, + { + "epoch": 2.69041769041769, + "grad_norm": 1.0436018416176482, + "learning_rate": 2.698502044914633e-05, + "loss": 0.1675, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18585729598999023, + "step": 1095, + "valid_targets_mean": 637.7, + "valid_targets_min": 358 + }, + { + "epoch": 2.7027027027027026, + "grad_norm": 1.065555873590499, + "learning_rate": 2.685085288809853e-05, + "loss": 0.1645, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17872926592826843, + "step": 1100, + "valid_targets_mean": 615.6, + "valid_targets_min": 339 + }, + { + "epoch": 2.714987714987715, + "grad_norm": 1.105393129040058, + "learning_rate": 2.671633512197848e-05, + "loss": 0.165, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1631755530834198, + "step": 1105, + "valid_targets_mean": 546.8, + "valid_targets_min": 318 + }, + { + "epoch": 2.7272727272727275, + "grad_norm": 1.1349764871912573, + "learning_rate": 2.658147402712768e-05, + "loss": 0.1717, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1780092418193817, + "step": 1110, + "valid_targets_mean": 549.3, + "valid_targets_min": 308 + }, + { + "epoch": 2.7395577395577395, + "grad_norm": 1.0248807207449195, + "learning_rate": 2.6446276497438064e-05, + "loss": 0.1595, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1788291037082672, + "step": 1115, + "valid_targets_mean": 619.8, + "valid_targets_min": 315 + }, + { + "epoch": 2.751842751842752, + "grad_norm": 1.0236466528288748, + "learning_rate": 2.6310749443999593e-05, + "loss": 0.167, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.18527953326702118, + "step": 1120, + "valid_targets_mean": 704.7, + "valid_targets_min": 386 + }, + { + "epoch": 2.764127764127764, + "grad_norm": 1.0161666743813242, + "learning_rate": 2.617489979474699e-05, + "loss": 0.159, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16755788028240204, + "step": 1125, + "valid_targets_mean": 635.2, + "valid_targets_min": 327 + }, + { + "epoch": 2.7764127764127764, + "grad_norm": 1.1229342619607572, + "learning_rate": 2.6038734494105562e-05, + "loss": 0.1683, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17469602823257446, + "step": 1130, + "valid_targets_mean": 522.4, + "valid_targets_min": 306 + }, + { + "epoch": 2.788697788697789, + "grad_norm": 1.1045159313327992, + "learning_rate": 2.590226050263625e-05, + "loss": 0.1604, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1623562127351761, + "step": 1135, + "valid_targets_mean": 559.4, + "valid_targets_min": 340 + }, + { + "epoch": 2.800982800982801, + "grad_norm": 1.0512684811170392, + "learning_rate": 2.5765484796679768e-05, + "loss": 0.1664, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17947736382484436, + "step": 1140, + "valid_targets_mean": 643.2, + "valid_targets_min": 343 + }, + { + "epoch": 2.8132678132678133, + "grad_norm": 1.0378515532484835, + "learning_rate": 2.5628414368000035e-05, + "loss": 0.1651, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15963560342788696, + "step": 1145, + "valid_targets_mean": 604.6, + "valid_targets_min": 381 + }, + { + "epoch": 2.8255528255528253, + "grad_norm": 1.1752740327029623, + "learning_rate": 2.5491056223426746e-05, + "loss": 0.1685, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17332467436790466, + "step": 1150, + "valid_targets_mean": 508.6, + "valid_targets_min": 329 + }, + { + "epoch": 2.8378378378378377, + "grad_norm": 1.0171284826487994, + "learning_rate": 2.5353417384497166e-05, + "loss": 0.1632, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1706382930278778, + "step": 1155, + "valid_targets_mean": 620.8, + "valid_targets_min": 406 + }, + { + "epoch": 2.85012285012285, + "grad_norm": 1.1287447526542342, + "learning_rate": 2.5215504887097243e-05, + "loss": 0.1673, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.19561892747879028, + "step": 1160, + "valid_targets_mean": 601.8, + "valid_targets_min": 340 + }, + { + "epoch": 2.8624078624078626, + "grad_norm": 0.9610766649005913, + "learning_rate": 2.5077325781101918e-05, + "loss": 0.1594, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14945566654205322, + "step": 1165, + "valid_targets_mean": 570.4, + "valid_targets_min": 342 + }, + { + "epoch": 2.8746928746928746, + "grad_norm": 1.0227531905951595, + "learning_rate": 2.493888713001476e-05, + "loss": 0.1673, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16126927733421326, + "step": 1170, + "valid_targets_mean": 642.7, + "valid_targets_min": 359 + }, + { + "epoch": 2.886977886977887, + "grad_norm": 1.0837878704674906, + "learning_rate": 2.480019601060687e-05, + "loss": 0.1593, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17691218852996826, + "step": 1175, + "valid_targets_mean": 650.2, + "valid_targets_min": 333 + }, + { + "epoch": 2.899262899262899, + "grad_norm": 1.1939077938787526, + "learning_rate": 2.4661259512555176e-05, + "loss": 0.1712, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.17172303795814514, + "step": 1180, + "valid_targets_mean": 516.2, + "valid_targets_min": 359 + }, + { + "epoch": 2.9115479115479115, + "grad_norm": 1.0876622788145698, + "learning_rate": 2.4522084738079933e-05, + "loss": 0.1724, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.20079737901687622, + "step": 1185, + "valid_targets_mean": 650.1, + "valid_targets_min": 347 + }, + { + "epoch": 2.923832923832924, + "grad_norm": 1.139247105803865, + "learning_rate": 2.4382678801581762e-05, + "loss": 0.1625, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15431401133537292, + "step": 1190, + "valid_targets_mean": 504.2, + "valid_targets_min": 345 + }, + { + "epoch": 2.9361179361179364, + "grad_norm": 1.1904829689631444, + "learning_rate": 2.4243048829277916e-05, + "loss": 0.1646, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.15002189576625824, + "step": 1195, + "valid_targets_mean": 496.9, + "valid_targets_min": 359 + }, + { + "epoch": 2.9484029484029484, + "grad_norm": 1.0235188956010766, + "learning_rate": 2.410320195883802e-05, + "loss": 0.1628, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16833597421646118, + "step": 1200, + "valid_targets_mean": 663.0, + "valid_targets_min": 341 + }, + { + "epoch": 2.960687960687961, + "grad_norm": 1.0386284807339494, + "learning_rate": 2.396314533901918e-05, + "loss": 0.1679, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1625211238861084, + "step": 1205, + "valid_targets_mean": 541.9, + "valid_targets_min": 357 + }, + { + "epoch": 2.972972972972973, + "grad_norm": 1.0553260194827612, + "learning_rate": 2.3822886129300603e-05, + "loss": 0.1636, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16509494185447693, + "step": 1210, + "valid_targets_mean": 593.0, + "valid_targets_min": 350 + }, + { + "epoch": 2.9852579852579852, + "grad_norm": 1.1291087525354948, + "learning_rate": 2.368243149951755e-05, + "loss": 0.1639, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.16854259371757507, + "step": 1215, + "valid_targets_mean": 540.3, + "valid_targets_min": 336 + }, + { + "epoch": 2.9975429975429977, + "grad_norm": 1.0280421294913595, + "learning_rate": 2.3541788629494865e-05, + "loss": 0.1668, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.154227614402771, + "step": 1220, + "valid_targets_mean": 537.2, + "valid_targets_min": 353 + }, + { + "epoch": 3.0098280098280097, + "grad_norm": 0.9438151898624106, + "learning_rate": 2.3400964708679944e-05, + "loss": 0.1331, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11106042563915253, + "step": 1225, + "valid_targets_mean": 543.3, + "valid_targets_min": 348 + }, + { + "epoch": 3.022113022113022, + "grad_norm": 1.3092340644616152, + "learning_rate": 2.325996693577522e-05, + "loss": 0.1314, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13556016981601715, + "step": 1230, + "valid_targets_mean": 569.0, + "valid_targets_min": 344 + }, + { + "epoch": 3.0343980343980346, + "grad_norm": 1.1917250259707166, + "learning_rate": 2.311880251837019e-05, + "loss": 0.1298, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12731008231639862, + "step": 1235, + "valid_targets_mean": 621.3, + "valid_targets_min": 363 + }, + { + "epoch": 3.0466830466830466, + "grad_norm": 1.171746419744826, + "learning_rate": 2.2977478672572933e-05, + "loss": 0.1348, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14058241248130798, + "step": 1240, + "valid_targets_mean": 583.0, + "valid_targets_min": 330 + }, + { + "epoch": 3.058968058968059, + "grad_norm": 0.9850462514719055, + "learning_rate": 2.2836002622641297e-05, + "loss": 0.1246, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12502151727676392, + "step": 1245, + "valid_targets_mean": 655.2, + "valid_targets_min": 426 + }, + { + "epoch": 3.0712530712530715, + "grad_norm": 1.1523919057407686, + "learning_rate": 2.269438160061354e-05, + "loss": 0.1286, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1243138313293457, + "step": 1250, + "valid_targets_mean": 538.6, + "valid_targets_min": 298 + }, + { + "epoch": 3.0835380835380835, + "grad_norm": 1.1105751349907576, + "learning_rate": 2.2552622845938698e-05, + "loss": 0.1226, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11567364633083344, + "step": 1255, + "valid_targets_mean": 508.1, + "valid_targets_min": 357 + }, + { + "epoch": 3.095823095823096, + "grad_norm": 1.1173952059466155, + "learning_rate": 2.2410733605106462e-05, + "loss": 0.1335, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14052309095859528, + "step": 1260, + "valid_targets_mean": 600.1, + "valid_targets_min": 369 + }, + { + "epoch": 3.108108108108108, + "grad_norm": 1.133256035223599, + "learning_rate": 2.2268721131276805e-05, + "loss": 0.1306, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1453954577445984, + "step": 1265, + "valid_targets_mean": 594.8, + "valid_targets_min": 364 + }, + { + "epoch": 3.1203931203931203, + "grad_norm": 1.045210794343584, + "learning_rate": 2.2126592683909154e-05, + "loss": 0.1228, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12265928834676743, + "step": 1270, + "valid_targets_mean": 683.3, + "valid_targets_min": 386 + }, + { + "epoch": 3.1326781326781328, + "grad_norm": 1.2110743775006845, + "learning_rate": 2.1984355528391342e-05, + "loss": 0.1279, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13180884718894958, + "step": 1275, + "valid_targets_mean": 560.5, + "valid_targets_min": 329 + }, + { + "epoch": 3.1449631449631448, + "grad_norm": 1.1434541255684711, + "learning_rate": 2.1842016935668188e-05, + "loss": 0.1282, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12741702795028687, + "step": 1280, + "valid_targets_mean": 549.2, + "valid_targets_min": 379 + }, + { + "epoch": 3.157248157248157, + "grad_norm": 1.0439156376434802, + "learning_rate": 2.169958418186982e-05, + "loss": 0.1341, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12404695153236389, + "step": 1285, + "valid_targets_mean": 665.5, + "valid_targets_min": 318 + }, + { + "epoch": 3.1695331695331697, + "grad_norm": 1.0124516604323626, + "learning_rate": 2.1557064547939754e-05, + "loss": 0.1315, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11568133533000946, + "step": 1290, + "valid_targets_mean": 624.2, + "valid_targets_min": 350 + }, + { + "epoch": 3.1818181818181817, + "grad_norm": 1.0468568345799445, + "learning_rate": 2.1414465319262666e-05, + "loss": 0.1371, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12586909532546997, + "step": 1295, + "valid_targets_mean": 592.6, + "valid_targets_min": 377 + }, + { + "epoch": 3.194103194103194, + "grad_norm": 1.2355339893235782, + "learning_rate": 2.1271793785291997e-05, + "loss": 0.1272, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12561175227165222, + "step": 1300, + "valid_targets_mean": 503.3, + "valid_targets_min": 326 + }, + { + "epoch": 3.2063882063882065, + "grad_norm": 1.2213272421816683, + "learning_rate": 2.1129057239177337e-05, + "loss": 0.1316, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13759493827819824, + "step": 1305, + "valid_targets_mean": 592.8, + "valid_targets_min": 336 + }, + { + "epoch": 3.2186732186732185, + "grad_norm": 1.1733266254515748, + "learning_rate": 2.0986262977391577e-05, + "loss": 0.1319, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1188465803861618, + "step": 1310, + "valid_targets_mean": 577.1, + "valid_targets_min": 366 + }, + { + "epoch": 3.230958230958231, + "grad_norm": 1.0329034457428024, + "learning_rate": 2.084341829935796e-05, + "loss": 0.1312, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13047614693641663, + "step": 1315, + "valid_targets_mean": 648.7, + "valid_targets_min": 429 + }, + { + "epoch": 3.2432432432432434, + "grad_norm": 1.0872058545288361, + "learning_rate": 2.0700530507076916e-05, + "loss": 0.1219, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11639399826526642, + "step": 1320, + "valid_targets_mean": 631.0, + "valid_targets_min": 355 + }, + { + "epoch": 3.2555282555282554, + "grad_norm": 1.1820198984468047, + "learning_rate": 2.0557606904752833e-05, + "loss": 0.1278, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13082380592823029, + "step": 1325, + "valid_targets_mean": 574.2, + "valid_targets_min": 365 + }, + { + "epoch": 3.267813267813268, + "grad_norm": 1.1630414180551119, + "learning_rate": 2.0414654798420622e-05, + "loss": 0.1221, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13212239742279053, + "step": 1330, + "valid_targets_mean": 576.9, + "valid_targets_min": 300 + }, + { + "epoch": 3.2800982800982803, + "grad_norm": 1.0578455352391878, + "learning_rate": 2.02716814955723e-05, + "loss": 0.1269, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11416147649288177, + "step": 1335, + "valid_targets_mean": 588.4, + "valid_targets_min": 375 + }, + { + "epoch": 3.2923832923832923, + "grad_norm": 1.1805958220382198, + "learning_rate": 2.0128694304783406e-05, + "loss": 0.1305, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1387619972229004, + "step": 1340, + "valid_targets_mean": 635.7, + "valid_targets_min": 351 + }, + { + "epoch": 3.3046683046683047, + "grad_norm": 1.0482090682153697, + "learning_rate": 1.9985700535339406e-05, + "loss": 0.1296, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11787254363298416, + "step": 1345, + "valid_targets_mean": 583.8, + "valid_targets_min": 351 + }, + { + "epoch": 3.3169533169533167, + "grad_norm": 1.1169879054755618, + "learning_rate": 1.984270749686207e-05, + "loss": 0.1332, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12067554891109467, + "step": 1350, + "valid_targets_mean": 516.5, + "valid_targets_min": 333 + }, + { + "epoch": 3.329238329238329, + "grad_norm": 1.1551139226743778, + "learning_rate": 1.9699722498935786e-05, + "loss": 0.1347, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13348305225372314, + "step": 1355, + "valid_targets_mean": 618.8, + "valid_targets_min": 333 + }, + { + "epoch": 3.3415233415233416, + "grad_norm": 1.0249399702817776, + "learning_rate": 1.9556752850733933e-05, + "loss": 0.1271, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11070968210697174, + "step": 1360, + "valid_targets_mean": 561.4, + "valid_targets_min": 347 + }, + { + "epoch": 3.3538083538083536, + "grad_norm": 1.1499498208012953, + "learning_rate": 1.9413805860645242e-05, + "loss": 0.1286, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12810730934143066, + "step": 1365, + "valid_targets_mean": 703.3, + "valid_targets_min": 311 + }, + { + "epoch": 3.366093366093366, + "grad_norm": 1.0876681376203914, + "learning_rate": 1.9270888835900165e-05, + "loss": 0.1296, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13525883853435516, + "step": 1370, + "valid_targets_mean": 606.2, + "valid_targets_min": 345 + }, + { + "epoch": 3.3783783783783785, + "grad_norm": 1.225696579696641, + "learning_rate": 1.9128009082197417e-05, + "loss": 0.1287, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13166263699531555, + "step": 1375, + "valid_targets_mean": 592.9, + "valid_targets_min": 378 + }, + { + "epoch": 3.3906633906633905, + "grad_norm": 1.066556068908003, + "learning_rate": 1.8985173903330428e-05, + "loss": 0.1292, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12290339171886444, + "step": 1380, + "valid_targets_mean": 688.7, + "valid_targets_min": 357 + }, + { + "epoch": 3.402948402948403, + "grad_norm": 1.0572944355622975, + "learning_rate": 1.884239060081407e-05, + "loss": 0.1264, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12135250866413116, + "step": 1385, + "valid_targets_mean": 587.2, + "valid_targets_min": 318 + }, + { + "epoch": 3.4152334152334154, + "grad_norm": 1.1838129653133687, + "learning_rate": 1.869966647351135e-05, + "loss": 0.1234, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12669309973716736, + "step": 1390, + "valid_targets_mean": 583.1, + "valid_targets_min": 351 + }, + { + "epoch": 3.4275184275184274, + "grad_norm": 1.0319091113711576, + "learning_rate": 1.8557008817260343e-05, + "loss": 0.1306, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12052074819803238, + "step": 1395, + "valid_targets_mean": 611.9, + "valid_targets_min": 335 + }, + { + "epoch": 3.43980343980344, + "grad_norm": 1.1399305429197617, + "learning_rate": 1.8414424924501222e-05, + "loss": 0.1301, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11919272691011429, + "step": 1400, + "valid_targets_mean": 465.2, + "valid_targets_min": 344 + }, + { + "epoch": 3.4520884520884523, + "grad_norm": 1.177328920151525, + "learning_rate": 1.827192208390347e-05, + "loss": 0.1266, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12182799726724625, + "step": 1405, + "valid_targets_mean": 594.9, + "valid_targets_min": 320 + }, + { + "epoch": 3.4643734643734643, + "grad_norm": 1.1035517940031225, + "learning_rate": 1.812950757999334e-05, + "loss": 0.1279, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12335000932216644, + "step": 1410, + "valid_targets_mean": 601.6, + "valid_targets_min": 375 + }, + { + "epoch": 3.4766584766584767, + "grad_norm": 1.1686625404125646, + "learning_rate": 1.7987188692781417e-05, + "loss": 0.1275, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12197911739349365, + "step": 1415, + "valid_targets_mean": 518.9, + "valid_targets_min": 372 + }, + { + "epoch": 3.488943488943489, + "grad_norm": 1.1409244395482991, + "learning_rate": 1.784497269739052e-05, + "loss": 0.1339, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12735916674137115, + "step": 1420, + "valid_targets_mean": 555.7, + "valid_targets_min": 326 + }, + { + "epoch": 3.501228501228501, + "grad_norm": 1.15898956512608, + "learning_rate": 1.770286686368381e-05, + "loss": 0.1283, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13501927256584167, + "step": 1425, + "valid_targets_mean": 619.3, + "valid_targets_min": 359 + }, + { + "epoch": 3.5135135135135136, + "grad_norm": 1.098433144324709, + "learning_rate": 1.756087845589312e-05, + "loss": 0.131, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12755000591278076, + "step": 1430, + "valid_targets_mean": 583.7, + "valid_targets_min": 348 + }, + { + "epoch": 3.5257985257985256, + "grad_norm": 1.2285008083017597, + "learning_rate": 1.7419014732247683e-05, + "loss": 0.1323, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1387604922056198, + "step": 1435, + "valid_targets_mean": 548.3, + "valid_targets_min": 321 + }, + { + "epoch": 3.538083538083538, + "grad_norm": 1.2016331632631438, + "learning_rate": 1.7277282944603047e-05, + "loss": 0.1373, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1299329698085785, + "step": 1440, + "valid_targets_mean": 572.7, + "valid_targets_min": 331 + }, + { + "epoch": 3.5503685503685505, + "grad_norm": 1.0798388503657812, + "learning_rate": 1.713569033807041e-05, + "loss": 0.1313, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12629565596580505, + "step": 1445, + "valid_targets_mean": 598.0, + "valid_targets_min": 312 + }, + { + "epoch": 3.562653562653563, + "grad_norm": 1.1335346583884485, + "learning_rate": 1.6994244150646244e-05, + "loss": 0.1237, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1171446442604065, + "step": 1450, + "valid_targets_mean": 486.2, + "valid_targets_min": 338 + }, + { + "epoch": 3.574938574938575, + "grad_norm": 1.026365044309373, + "learning_rate": 1.6852951612842278e-05, + "loss": 0.1238, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11981429159641266, + "step": 1455, + "valid_targets_mean": 735.9, + "valid_targets_min": 392 + }, + { + "epoch": 3.5872235872235874, + "grad_norm": 1.1509255430926, + "learning_rate": 1.671181994731595e-05, + "loss": 0.1299, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12611302733421326, + "step": 1460, + "valid_targets_mean": 626.5, + "valid_targets_min": 378 + }, + { + "epoch": 3.5995085995085994, + "grad_norm": 1.1055170772072278, + "learning_rate": 1.6570856368501108e-05, + "loss": 0.1339, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1377750188112259, + "step": 1465, + "valid_targets_mean": 683.5, + "valid_targets_min": 388 + }, + { + "epoch": 3.611793611793612, + "grad_norm": 1.1283525993380816, + "learning_rate": 1.643006808223931e-05, + "loss": 0.1275, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11461061239242554, + "step": 1470, + "valid_targets_mean": 523.2, + "valid_targets_min": 365 + }, + { + "epoch": 3.6240786240786242, + "grad_norm": 1.1522419980137233, + "learning_rate": 1.6289462285411387e-05, + "loss": 0.1257, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13068246841430664, + "step": 1475, + "valid_targets_mean": 668.4, + "valid_targets_min": 385 + }, + { + "epoch": 3.6363636363636362, + "grad_norm": 1.1631017873745493, + "learning_rate": 1.614904616556962e-05, + "loss": 0.1281, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12972646951675415, + "step": 1480, + "valid_targets_mean": 511.1, + "valid_targets_min": 319 + }, + { + "epoch": 3.6486486486486487, + "grad_norm": 1.0535715929600475, + "learning_rate": 1.6008826900570294e-05, + "loss": 0.126, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12002302706241608, + "step": 1485, + "valid_targets_mean": 619.9, + "valid_targets_min": 305 + }, + { + "epoch": 3.6609336609336607, + "grad_norm": 1.0292067655871422, + "learning_rate": 1.586881165820675e-05, + "loss": 0.1284, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12251895666122437, + "step": 1490, + "valid_targets_mean": 545.2, + "valid_targets_min": 336 + }, + { + "epoch": 3.673218673218673, + "grad_norm": 1.165710854153103, + "learning_rate": 1.5729007595843037e-05, + "loss": 0.1276, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1191115528345108, + "step": 1495, + "valid_targets_mean": 561.9, + "valid_targets_min": 370 + }, + { + "epoch": 3.6855036855036856, + "grad_norm": 1.1331503839407906, + "learning_rate": 1.5589421860047986e-05, + "loss": 0.1325, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13271397352218628, + "step": 1500, + "valid_targets_mean": 619.1, + "valid_targets_min": 343 + }, + { + "epoch": 3.697788697788698, + "grad_norm": 1.1461701235051638, + "learning_rate": 1.5450061586229903e-05, + "loss": 0.1309, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12879186868667603, + "step": 1505, + "valid_targets_mean": 600.9, + "valid_targets_min": 371 + }, + { + "epoch": 3.71007371007371, + "grad_norm": 1.1847404529689227, + "learning_rate": 1.5310933898271864e-05, + "loss": 0.1259, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1365867555141449, + "step": 1510, + "valid_targets_mean": 611.1, + "valid_targets_min": 340 + }, + { + "epoch": 3.7223587223587224, + "grad_norm": 1.092144235161736, + "learning_rate": 1.5172045908167462e-05, + "loss": 0.1321, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13623477518558502, + "step": 1515, + "valid_targets_mean": 634.0, + "valid_targets_min": 367 + }, + { + "epoch": 3.7346437346437344, + "grad_norm": 1.1632897050883428, + "learning_rate": 1.5033404715657344e-05, + "loss": 0.1275, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12677055597305298, + "step": 1520, + "valid_targets_mean": 525.4, + "valid_targets_min": 353 + }, + { + "epoch": 3.746928746928747, + "grad_norm": 1.1658235409021696, + "learning_rate": 1.4895017407866217e-05, + "loss": 0.1372, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14368900656700134, + "step": 1525, + "valid_targets_mean": 561.8, + "valid_targets_min": 358 + }, + { + "epoch": 3.7592137592137593, + "grad_norm": 1.161265061332121, + "learning_rate": 1.4756891058940606e-05, + "loss": 0.1289, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12873947620391846, + "step": 1530, + "valid_targets_mean": 572.2, + "valid_targets_min": 303 + }, + { + "epoch": 3.7714987714987718, + "grad_norm": 1.194746454201963, + "learning_rate": 1.4619032729687223e-05, + "loss": 0.1302, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12980486452579498, + "step": 1535, + "valid_targets_mean": 531.4, + "valid_targets_min": 403 + }, + { + "epoch": 3.7837837837837838, + "grad_norm": 1.1787818795890501, + "learning_rate": 1.4481449467212004e-05, + "loss": 0.1325, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13438472151756287, + "step": 1540, + "valid_targets_mean": 502.7, + "valid_targets_min": 337 + }, + { + "epoch": 3.796068796068796, + "grad_norm": 1.1499950845573694, + "learning_rate": 1.4344148304559926e-05, + "loss": 0.1333, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1443779170513153, + "step": 1545, + "valid_targets_mean": 646.7, + "valid_targets_min": 396 + }, + { + "epoch": 3.808353808353808, + "grad_norm": 1.1616430554436303, + "learning_rate": 1.4207136260355426e-05, + "loss": 0.1265, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1254158318042755, + "step": 1550, + "valid_targets_mean": 638.1, + "valid_targets_min": 338 + }, + { + "epoch": 3.8206388206388207, + "grad_norm": 1.132424544684703, + "learning_rate": 1.4070420338443667e-05, + "loss": 0.1298, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13349393010139465, + "step": 1555, + "valid_targets_mean": 654.6, + "valid_targets_min": 327 + }, + { + "epoch": 3.832923832923833, + "grad_norm": 1.3001413881701709, + "learning_rate": 1.3934007527532494e-05, + "loss": 0.1296, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13770049810409546, + "step": 1560, + "valid_targets_mean": 481.9, + "valid_targets_min": 336 + }, + { + "epoch": 3.845208845208845, + "grad_norm": 1.1715428722278898, + "learning_rate": 1.3797904800835174e-05, + "loss": 0.1239, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12449394166469574, + "step": 1565, + "valid_targets_mean": 480.0, + "valid_targets_min": 356 + }, + { + "epoch": 3.8574938574938575, + "grad_norm": 1.0380113852952901, + "learning_rate": 1.3662119115713968e-05, + "loss": 0.1237, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11352840811014175, + "step": 1570, + "valid_targets_mean": 607.8, + "valid_targets_min": 358 + }, + { + "epoch": 3.8697788697788695, + "grad_norm": 1.0491947528953767, + "learning_rate": 1.3526657413324427e-05, + "loss": 0.1263, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10872411727905273, + "step": 1575, + "valid_targets_mean": 613.9, + "valid_targets_min": 346 + }, + { + "epoch": 3.882063882063882, + "grad_norm": 1.1342755535198472, + "learning_rate": 1.3391526618260636e-05, + "loss": 0.1319, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13144788146018982, + "step": 1580, + "valid_targets_mean": 571.2, + "valid_targets_min": 396 + }, + { + "epoch": 3.8943488943488944, + "grad_norm": 1.2509197238722758, + "learning_rate": 1.3256733638201172e-05, + "loss": 0.1329, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.14529390633106232, + "step": 1585, + "valid_targets_mean": 546.2, + "valid_targets_min": 328 + }, + { + "epoch": 3.906633906633907, + "grad_norm": 0.9973094279197666, + "learning_rate": 1.3122285363556053e-05, + "loss": 0.1251, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11257536709308624, + "step": 1590, + "valid_targets_mean": 564.9, + "valid_targets_min": 374 + }, + { + "epoch": 3.918918918918919, + "grad_norm": 1.2025598432808287, + "learning_rate": 1.2988188667114487e-05, + "loss": 0.1255, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13427409529685974, + "step": 1595, + "valid_targets_mean": 562.8, + "valid_targets_min": 315 + }, + { + "epoch": 3.9312039312039313, + "grad_norm": 1.1529440857186466, + "learning_rate": 1.2854450403693526e-05, + "loss": 0.1296, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1339278221130371, + "step": 1600, + "valid_targets_mean": 503.7, + "valid_targets_min": 339 + }, + { + "epoch": 3.9434889434889433, + "grad_norm": 1.0860172451290426, + "learning_rate": 1.272107740978769e-05, + "loss": 0.1278, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1276274025440216, + "step": 1605, + "valid_targets_mean": 653.6, + "valid_targets_min": 320 + }, + { + "epoch": 3.9557739557739557, + "grad_norm": 1.1427290885983061, + "learning_rate": 1.2588076503219475e-05, + "loss": 0.1282, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12042656540870667, + "step": 1610, + "valid_targets_mean": 583.0, + "valid_targets_min": 344 + }, + { + "epoch": 3.968058968058968, + "grad_norm": 1.1290073089466048, + "learning_rate": 1.2455454482790859e-05, + "loss": 0.1253, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.13513417541980743, + "step": 1615, + "valid_targets_mean": 533.4, + "valid_targets_min": 318 + }, + { + "epoch": 3.98034398034398, + "grad_norm": 1.1928783790551887, + "learning_rate": 1.2323218127935714e-05, + "loss": 0.1251, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1335742324590683, + "step": 1620, + "valid_targets_mean": 557.1, + "valid_targets_min": 368 + }, + { + "epoch": 3.9926289926289926, + "grad_norm": 1.150530284349401, + "learning_rate": 1.2191374198373309e-05, + "loss": 0.1271, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12559539079666138, + "step": 1625, + "valid_targets_mean": 588.1, + "valid_targets_min": 317 + }, + { + "epoch": 4.004914004914005, + "grad_norm": 1.0048824233082845, + "learning_rate": 1.2059929433762734e-05, + "loss": 0.12, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10455832630395889, + "step": 1630, + "valid_targets_mean": 675.5, + "valid_targets_min": 341 + }, + { + "epoch": 4.017199017199017, + "grad_norm": 1.163545632299262, + "learning_rate": 1.1928890553358352e-05, + "loss": 0.1024, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10858234018087387, + "step": 1635, + "valid_targets_mean": 502.5, + "valid_targets_min": 365 + }, + { + "epoch": 4.0294840294840295, + "grad_norm": 1.2412134097978402, + "learning_rate": 1.1798264255666387e-05, + "loss": 0.1027, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12209483981132507, + "step": 1640, + "valid_targets_mean": 621.5, + "valid_targets_min": 387 + }, + { + "epoch": 4.041769041769042, + "grad_norm": 1.3264719047529132, + "learning_rate": 1.1668057218102436e-05, + "loss": 0.1032, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10184046626091003, + "step": 1645, + "valid_targets_mean": 567.1, + "valid_targets_min": 327 + }, + { + "epoch": 4.054054054054054, + "grad_norm": 1.2340618039253701, + "learning_rate": 1.1538276096650175e-05, + "loss": 0.1013, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09597574919462204, + "step": 1650, + "valid_targets_mean": 625.8, + "valid_targets_min": 406 + }, + { + "epoch": 4.066339066339066, + "grad_norm": 1.1327237171212756, + "learning_rate": 1.1408927525521118e-05, + "loss": 0.0984, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09209711849689484, + "step": 1655, + "valid_targets_mean": 571.6, + "valid_targets_min": 347 + }, + { + "epoch": 4.078624078624078, + "grad_norm": 1.1342526879934762, + "learning_rate": 1.1280018116815438e-05, + "loss": 0.0993, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09200088679790497, + "step": 1660, + "valid_targets_mean": 566.7, + "valid_targets_min": 330 + }, + { + "epoch": 4.090909090909091, + "grad_norm": 1.2009691446799167, + "learning_rate": 1.115155446018404e-05, + "loss": 0.0998, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08615422993898392, + "step": 1665, + "valid_targets_mean": 539.9, + "valid_targets_min": 347 + }, + { + "epoch": 4.103194103194103, + "grad_norm": 1.2104780895909246, + "learning_rate": 1.1023543122491626e-05, + "loss": 0.0972, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10453509539365768, + "step": 1670, + "valid_targets_mean": 530.2, + "valid_targets_min": 357 + }, + { + "epoch": 4.115479115479116, + "grad_norm": 1.2910856332936864, + "learning_rate": 1.089599064748108e-05, + "loss": 0.1014, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09106092900037766, + "step": 1675, + "valid_targets_mean": 607.2, + "valid_targets_min": 347 + }, + { + "epoch": 4.127764127764128, + "grad_norm": 1.230623396109194, + "learning_rate": 1.0768903555438927e-05, + "loss": 0.1002, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11302720755338669, + "step": 1680, + "valid_targets_mean": 638.8, + "valid_targets_min": 314 + }, + { + "epoch": 4.14004914004914, + "grad_norm": 1.071186203200074, + "learning_rate": 1.0642288342862007e-05, + "loss": 0.097, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09703318774700165, + "step": 1685, + "valid_targets_mean": 661.2, + "valid_targets_min": 434 + }, + { + "epoch": 4.152334152334152, + "grad_norm": 1.0873993018103425, + "learning_rate": 1.051615148212544e-05, + "loss": 0.0981, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09849526733160019, + "step": 1690, + "valid_targets_mean": 622.8, + "valid_targets_min": 390 + }, + { + "epoch": 4.164619164619165, + "grad_norm": 1.1263995338301178, + "learning_rate": 1.0390499421151706e-05, + "loss": 0.0987, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09109313786029816, + "step": 1695, + "valid_targets_mean": 578.1, + "valid_targets_min": 355 + }, + { + "epoch": 4.176904176904177, + "grad_norm": 1.0985910939618122, + "learning_rate": 1.0265338583081088e-05, + "loss": 0.0984, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08648423850536346, + "step": 1700, + "valid_targets_mean": 595.2, + "valid_targets_min": 364 + }, + { + "epoch": 4.1891891891891895, + "grad_norm": 1.1590572484293804, + "learning_rate": 1.0140675365943284e-05, + "loss": 0.1003, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09820704907178879, + "step": 1705, + "valid_targets_mean": 609.7, + "valid_targets_min": 338 + }, + { + "epoch": 4.201474201474202, + "grad_norm": 1.1427962066433188, + "learning_rate": 1.0016516142330404e-05, + "loss": 0.1038, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09883490204811096, + "step": 1710, + "valid_targets_mean": 652.7, + "valid_targets_min": 360 + }, + { + "epoch": 4.2137592137592135, + "grad_norm": 1.2229775700196275, + "learning_rate": 9.89286725907117e-06, + "loss": 0.1029, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09851114451885223, + "step": 1715, + "valid_targets_mean": 616.8, + "valid_targets_min": 335 + }, + { + "epoch": 4.226044226044226, + "grad_norm": 1.2892267743946126, + "learning_rate": 9.769735036906475e-06, + "loss": 0.1015, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.094369076192379, + "step": 1720, + "valid_targets_mean": 535.9, + "valid_targets_min": 371 + }, + { + "epoch": 4.238329238329238, + "grad_norm": 1.1935112749649825, + "learning_rate": 9.647125770166321e-06, + "loss": 0.1034, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10198774188756943, + "step": 1725, + "valid_targets_mean": 545.2, + "valid_targets_min": 350 + }, + { + "epoch": 4.250614250614251, + "grad_norm": 1.2238824327091253, + "learning_rate": 9.525045726448001e-06, + "loss": 0.1022, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10707564651966095, + "step": 1730, + "valid_targets_mean": 562.8, + "valid_targets_min": 352 + }, + { + "epoch": 4.262899262899263, + "grad_norm": 1.2437855878561452, + "learning_rate": 9.40350114629577e-06, + "loss": 0.0999, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10580414533615112, + "step": 1735, + "valid_targets_mean": 605.5, + "valid_targets_min": 366 + }, + { + "epoch": 4.275184275184275, + "grad_norm": 1.2388603553940354, + "learning_rate": 9.282498242881784e-06, + "loss": 0.1007, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10578162968158722, + "step": 1740, + "valid_targets_mean": 588.9, + "valid_targets_min": 364 + }, + { + "epoch": 4.287469287469287, + "grad_norm": 1.1790865419807355, + "learning_rate": 9.162043201688517e-06, + "loss": 0.0992, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.105898916721344, + "step": 1745, + "valid_targets_mean": 573.7, + "valid_targets_min": 304 + }, + { + "epoch": 4.2997542997543, + "grad_norm": 1.2072953523804615, + "learning_rate": 9.042142180192596e-06, + "loss": 0.0969, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10502354800701141, + "step": 1750, + "valid_targets_mean": 618.2, + "valid_targets_min": 311 + }, + { + "epoch": 4.312039312039312, + "grad_norm": 1.2456975643832313, + "learning_rate": 8.92280130754998e-06, + "loss": 0.0978, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10343105345964432, + "step": 1755, + "valid_targets_mean": 583.5, + "valid_targets_min": 367 + }, + { + "epoch": 4.324324324324325, + "grad_norm": 1.1047621262208223, + "learning_rate": 8.804026684282694e-06, + "loss": 0.1017, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09652222692966461, + "step": 1760, + "valid_targets_mean": 556.1, + "valid_targets_min": 353 + }, + { + "epoch": 4.336609336609337, + "grad_norm": 1.1690242316360768, + "learning_rate": 8.685824381966975e-06, + "loss": 0.0998, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.1021624505519867, + "step": 1765, + "valid_targets_mean": 600.4, + "valid_targets_min": 376 + }, + { + "epoch": 4.348894348894349, + "grad_norm": 1.168482386851969, + "learning_rate": 8.568200442922865e-06, + "loss": 0.098, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09414025396108627, + "step": 1770, + "valid_targets_mean": 533.4, + "valid_targets_min": 353 + }, + { + "epoch": 4.361179361179361, + "grad_norm": 1.2014191056193684, + "learning_rate": 8.451160879905398e-06, + "loss": 0.1044, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11013706028461456, + "step": 1775, + "valid_targets_mean": 574.8, + "valid_targets_min": 358 + }, + { + "epoch": 4.3734643734643734, + "grad_norm": 1.3497231211942646, + "learning_rate": 8.33471167579717e-06, + "loss": 0.0998, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11065986752510071, + "step": 1780, + "valid_targets_mean": 560.4, + "valid_targets_min": 338 + }, + { + "epoch": 4.385749385749386, + "grad_norm": 1.1746303621149712, + "learning_rate": 8.218858783302566e-06, + "loss": 0.1058, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10344547033309937, + "step": 1785, + "valid_targets_mean": 543.9, + "valid_targets_min": 365 + }, + { + "epoch": 4.398034398034398, + "grad_norm": 1.2044261375281227, + "learning_rate": 8.103608124643412e-06, + "loss": 0.1008, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09899267554283142, + "step": 1790, + "valid_targets_mean": 519.8, + "valid_targets_min": 343 + }, + { + "epoch": 4.41031941031941, + "grad_norm": 1.2175130594542445, + "learning_rate": 7.988965591256284e-06, + "loss": 0.1021, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10632935166358948, + "step": 1795, + "valid_targets_mean": 628.6, + "valid_targets_min": 325 + }, + { + "epoch": 4.422604422604422, + "grad_norm": 1.2792552447352683, + "learning_rate": 7.874937043491331e-06, + "loss": 0.1047, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10912451148033142, + "step": 1800, + "valid_targets_mean": 513.6, + "valid_targets_min": 377 + }, + { + "epoch": 4.434889434889435, + "grad_norm": 1.182229707392635, + "learning_rate": 7.761528310312679e-06, + "loss": 0.1008, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09684855490922928, + "step": 1805, + "valid_targets_mean": 550.6, + "valid_targets_min": 338 + }, + { + "epoch": 4.447174447174447, + "grad_norm": 1.2263550156104428, + "learning_rate": 7.648745189000511e-06, + "loss": 0.1001, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10374526679515839, + "step": 1810, + "valid_targets_mean": 553.9, + "valid_targets_min": 310 + }, + { + "epoch": 4.45945945945946, + "grad_norm": 1.1731823115544264, + "learning_rate": 7.536593444854663e-06, + "loss": 0.1034, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10558365285396576, + "step": 1815, + "valid_targets_mean": 633.2, + "valid_targets_min": 338 + }, + { + "epoch": 4.471744471744472, + "grad_norm": 1.1474916322105462, + "learning_rate": 7.4250788108999686e-06, + "loss": 0.1001, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09885166585445404, + "step": 1820, + "valid_targets_mean": 717.4, + "valid_targets_min": 377 + }, + { + "epoch": 4.484029484029484, + "grad_norm": 1.094647206055445, + "learning_rate": 7.314206987593162e-06, + "loss": 0.1036, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10133668780326843, + "step": 1825, + "valid_targets_mean": 636.3, + "valid_targets_min": 329 + }, + { + "epoch": 4.496314496314496, + "grad_norm": 1.1905531326550673, + "learning_rate": 7.203983642531462e-06, + "loss": 0.1006, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09761211276054382, + "step": 1830, + "valid_targets_mean": 589.3, + "valid_targets_min": 378 + }, + { + "epoch": 4.5085995085995085, + "grad_norm": 1.231956473792296, + "learning_rate": 7.094414410162913e-06, + "loss": 0.1075, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12320096790790558, + "step": 1835, + "valid_targets_mean": 671.7, + "valid_targets_min": 318 + }, + { + "epoch": 4.520884520884521, + "grad_norm": 1.1916369852456652, + "learning_rate": 6.985504891498291e-06, + "loss": 0.103, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09794484078884125, + "step": 1840, + "valid_targets_mean": 506.5, + "valid_targets_min": 348 + }, + { + "epoch": 4.533169533169533, + "grad_norm": 1.1392602085497459, + "learning_rate": 6.8772606538248285e-06, + "loss": 0.1007, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0966009795665741, + "step": 1845, + "valid_targets_mean": 601.4, + "valid_targets_min": 377 + }, + { + "epoch": 4.545454545454545, + "grad_norm": 1.3903615271877925, + "learning_rate": 6.769687230421638e-06, + "loss": 0.1052, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11042024195194244, + "step": 1850, + "valid_targets_mean": 554.5, + "valid_targets_min": 278 + }, + { + "epoch": 4.557739557739557, + "grad_norm": 1.2300336106127345, + "learning_rate": 6.662790120276803e-06, + "loss": 0.1027, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09811799973249435, + "step": 1855, + "valid_targets_mean": 534.4, + "valid_targets_min": 333 + }, + { + "epoch": 4.57002457002457, + "grad_norm": 1.2200961784026068, + "learning_rate": 6.556574787806344e-06, + "loss": 0.1013, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10353550314903259, + "step": 1860, + "valid_targets_mean": 529.3, + "valid_targets_min": 340 + }, + { + "epoch": 4.582309582309582, + "grad_norm": 1.1625800754502562, + "learning_rate": 6.451046662574831e-06, + "loss": 0.1009, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10336748510599136, + "step": 1865, + "valid_targets_mean": 633.1, + "valid_targets_min": 419 + }, + { + "epoch": 4.594594594594595, + "grad_norm": 1.2713762384531742, + "learning_rate": 6.346211139017877e-06, + "loss": 0.1012, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10492067039012909, + "step": 1870, + "valid_targets_mean": 561.4, + "valid_targets_min": 327 + }, + { + "epoch": 4.606879606879607, + "grad_norm": 1.3231558835585264, + "learning_rate": 6.242073576166337e-06, + "loss": 0.1015, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10041987895965576, + "step": 1875, + "valid_targets_mean": 548.6, + "valid_targets_min": 376 + }, + { + "epoch": 4.61916461916462, + "grad_norm": 1.2601382420703833, + "learning_rate": 6.138639297372404e-06, + "loss": 0.0959, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09813426434993744, + "step": 1880, + "valid_targets_mean": 577.2, + "valid_targets_min": 376 + }, + { + "epoch": 4.631449631449631, + "grad_norm": 1.2257187798744478, + "learning_rate": 6.035913590037479e-06, + "loss": 0.0998, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.11072864383459091, + "step": 1885, + "valid_targets_mean": 576.0, + "valid_targets_min": 315 + }, + { + "epoch": 4.643734643734644, + "grad_norm": 1.2004615205444573, + "learning_rate": 5.933901705341851e-06, + "loss": 0.1016, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09538184106349945, + "step": 1890, + "valid_targets_mean": 589.8, + "valid_targets_min": 380 + }, + { + "epoch": 4.656019656019656, + "grad_norm": 1.1868393241698096, + "learning_rate": 5.832608857976321e-06, + "loss": 0.095, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10105034708976746, + "step": 1895, + "valid_targets_mean": 611.6, + "valid_targets_min": 385 + }, + { + "epoch": 4.6683046683046685, + "grad_norm": 1.3081946253917116, + "learning_rate": 5.732040225875584e-06, + "loss": 0.1022, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.12059606611728668, + "step": 1900, + "valid_targets_mean": 560.9, + "valid_targets_min": 354 + }, + { + "epoch": 4.680589680589681, + "grad_norm": 1.2987377377767717, + "learning_rate": 5.632200949953579e-06, + "loss": 0.1008, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10647489130496979, + "step": 1905, + "valid_targets_mean": 531.2, + "valid_targets_min": 355 + }, + { + "epoch": 4.6928746928746925, + "grad_norm": 1.3291852046527648, + "learning_rate": 5.533096133840677e-06, + "loss": 0.0966, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09767606109380722, + "step": 1910, + "valid_targets_mean": 544.9, + "valid_targets_min": 330 + }, + { + "epoch": 4.705159705159705, + "grad_norm": 1.0561152027218779, + "learning_rate": 5.434730843622778e-06, + "loss": 0.0929, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0867503434419632, + "step": 1915, + "valid_targets_mean": 566.1, + "valid_targets_min": 385 + }, + { + "epoch": 4.717444717444717, + "grad_norm": 1.1538215958161149, + "learning_rate": 5.337110107582377e-06, + "loss": 0.0953, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09404034167528152, + "step": 1920, + "valid_targets_mean": 560.6, + "valid_targets_min": 393 + }, + { + "epoch": 4.72972972972973, + "grad_norm": 1.1289210852598999, + "learning_rate": 5.2402389159414755e-06, + "loss": 0.1005, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10088243335485458, + "step": 1925, + "valid_targets_mean": 601.7, + "valid_targets_min": 391 + }, + { + "epoch": 4.742014742014742, + "grad_norm": 1.1358514090172158, + "learning_rate": 5.144122220606542e-06, + "loss": 0.0945, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0944918692111969, + "step": 1930, + "valid_targets_mean": 662.3, + "valid_targets_min": 363 + }, + { + "epoch": 4.754299754299755, + "grad_norm": 1.1514337440143445, + "learning_rate": 5.048764934915349e-06, + "loss": 0.0964, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09842099249362946, + "step": 1935, + "valid_targets_mean": 574.4, + "valid_targets_min": 354 + }, + { + "epoch": 4.766584766584766, + "grad_norm": 1.1230515925428892, + "learning_rate": 4.954171933385805e-06, + "loss": 0.0987, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09137429296970367, + "step": 1940, + "valid_targets_mean": 570.8, + "valid_targets_min": 337 + }, + { + "epoch": 4.778869778869779, + "grad_norm": 1.2121531782344195, + "learning_rate": 4.8603480514667836e-06, + "loss": 0.1008, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09575438499450684, + "step": 1945, + "valid_targets_mean": 558.6, + "valid_targets_min": 364 + }, + { + "epoch": 4.791154791154791, + "grad_norm": 1.1949570463904897, + "learning_rate": 4.767298085290963e-06, + "loss": 0.1025, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10193642973899841, + "step": 1950, + "valid_targets_mean": 609.2, + "valid_targets_min": 330 + }, + { + "epoch": 4.803439803439804, + "grad_norm": 1.2296273425861448, + "learning_rate": 4.675026791429624e-06, + "loss": 0.1015, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10295425355434418, + "step": 1955, + "valid_targets_mean": 519.8, + "valid_targets_min": 316 + }, + { + "epoch": 4.815724815724816, + "grad_norm": 1.1149494013206527, + "learning_rate": 4.583538886649525e-06, + "loss": 0.0955, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0870693176984787, + "step": 1960, + "valid_targets_mean": 525.1, + "valid_targets_min": 360 + }, + { + "epoch": 4.828009828009828, + "grad_norm": 1.1527137920360166, + "learning_rate": 4.492839047671764e-06, + "loss": 0.1003, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10126141458749771, + "step": 1965, + "valid_targets_mean": 597.5, + "valid_targets_min": 345 + }, + { + "epoch": 4.84029484029484, + "grad_norm": 1.285693094621376, + "learning_rate": 4.4029319109327465e-06, + "loss": 0.098, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10001290589570999, + "step": 1970, + "valid_targets_mean": 564.9, + "valid_targets_min": 410 + }, + { + "epoch": 4.8525798525798525, + "grad_norm": 1.1948838524886878, + "learning_rate": 4.313822072347136e-06, + "loss": 0.0973, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10110676288604736, + "step": 1975, + "valid_targets_mean": 609.7, + "valid_targets_min": 361 + }, + { + "epoch": 4.864864864864865, + "grad_norm": 1.0867537916477328, + "learning_rate": 4.22551408707296e-06, + "loss": 0.0965, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09373465180397034, + "step": 1980, + "valid_targets_mean": 669.0, + "valid_targets_min": 400 + }, + { + "epoch": 4.877149877149877, + "grad_norm": 1.1751891930352016, + "learning_rate": 4.138012469278714e-06, + "loss": 0.1015, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09852367639541626, + "step": 1985, + "valid_targets_mean": 546.5, + "valid_targets_min": 350 + }, + { + "epoch": 4.88943488943489, + "grad_norm": 1.256508408435214, + "learning_rate": 4.051321691912649e-06, + "loss": 0.1031, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10389189422130585, + "step": 1990, + "valid_targets_mean": 519.4, + "valid_targets_min": 321 + }, + { + "epoch": 4.901719901719901, + "grad_norm": 1.154895355871411, + "learning_rate": 3.9654461864740935e-06, + "loss": 0.0991, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09166670590639114, + "step": 1995, + "valid_targets_mean": 577.4, + "valid_targets_min": 324 + }, + { + "epoch": 4.914004914004914, + "grad_norm": 1.4017783580922674, + "learning_rate": 3.880390342786915e-06, + "loss": 0.0968, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09913163632154465, + "step": 2000, + "valid_targets_mean": 477.3, + "valid_targets_min": 350 + }, + { + "epoch": 4.926289926289926, + "grad_norm": 1.1230883383998704, + "learning_rate": 3.7961585087751516e-06, + "loss": 0.0932, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0872161015868187, + "step": 2005, + "valid_targets_mean": 639.8, + "valid_targets_min": 389 + }, + { + "epoch": 4.938574938574939, + "grad_norm": 1.2215546893236813, + "learning_rate": 3.71275499024071e-06, + "loss": 0.0997, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10271018743515015, + "step": 2010, + "valid_targets_mean": 554.2, + "valid_targets_min": 349 + }, + { + "epoch": 4.950859950859951, + "grad_norm": 1.1371869103474366, + "learning_rate": 3.6301840506433083e-06, + "loss": 0.0942, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09029437601566315, + "step": 2015, + "valid_targets_mean": 575.8, + "valid_targets_min": 378 + }, + { + "epoch": 4.963144963144963, + "grad_norm": 1.5723266744911633, + "learning_rate": 3.5484499108824853e-06, + "loss": 0.0978, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09650382399559021, + "step": 2020, + "valid_targets_mean": 605.9, + "valid_targets_min": 300 + }, + { + "epoch": 4.975429975429975, + "grad_norm": 1.201414516571051, + "learning_rate": 3.4675567490818727e-06, + "loss": 0.1029, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.10197515785694122, + "step": 2025, + "valid_targets_mean": 624.2, + "valid_targets_min": 368 + }, + { + "epoch": 4.987714987714988, + "grad_norm": 1.1607939133459078, + "learning_rate": 3.3875087003756036e-06, + "loss": 0.0975, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09291709959506989, + "step": 2030, + "valid_targets_mean": 587.6, + "valid_targets_min": 346 + }, + { + "epoch": 5.0, + "grad_norm": 1.1476704642538418, + "learning_rate": 3.30830985669691e-06, + "loss": 0.0966, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08938758075237274, + "step": 2035, + "valid_targets_mean": 497.5, + "valid_targets_min": 374 + }, + { + "epoch": 5.012285012285012, + "grad_norm": 1.0154622918334222, + "learning_rate": 3.22996426656899e-06, + "loss": 0.0854, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08019639551639557, + "step": 2040, + "valid_targets_mean": 645.4, + "valid_targets_min": 318 + }, + { + "epoch": 5.024570024570025, + "grad_norm": 1.0873366416439045, + "learning_rate": 3.1524759348980096e-06, + "loss": 0.0836, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08791200816631317, + "step": 2045, + "valid_targets_mean": 640.9, + "valid_targets_min": 353 + }, + { + "epoch": 5.036855036855036, + "grad_norm": 1.2422621105770808, + "learning_rate": 3.0758488227684212e-06, + "loss": 0.0828, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08541159331798553, + "step": 2050, + "valid_targets_mean": 473.1, + "valid_targets_min": 315 + }, + { + "epoch": 5.049140049140049, + "grad_norm": 1.1245818830882286, + "learning_rate": 3.0000868472404423e-06, + "loss": 0.0889, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0811869204044342, + "step": 2055, + "valid_targets_mean": 620.8, + "valid_targets_min": 350 + }, + { + "epoch": 5.061425061425061, + "grad_norm": 1.1981733121122524, + "learning_rate": 2.9251938811498436e-06, + "loss": 0.0868, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08584136515855789, + "step": 2060, + "valid_targets_mean": 559.6, + "valid_targets_min": 366 + }, + { + "epoch": 5.073710073710074, + "grad_norm": 1.143387432773036, + "learning_rate": 2.8511737529099704e-06, + "loss": 0.0859, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08999934047460556, + "step": 2065, + "valid_targets_mean": 638.4, + "valid_targets_min": 375 + }, + { + "epoch": 5.085995085995086, + "grad_norm": 1.143479733060532, + "learning_rate": 2.7780302463160235e-06, + "loss": 0.0875, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0899144858121872, + "step": 2070, + "valid_targets_mean": 600.1, + "valid_targets_min": 305 + }, + { + "epoch": 5.098280098280099, + "grad_norm": 1.2493107418250313, + "learning_rate": 2.705767100351673e-06, + "loss": 0.0875, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08807513862848282, + "step": 2075, + "valid_targets_mean": 477.2, + "valid_targets_min": 328 + }, + { + "epoch": 5.11056511056511, + "grad_norm": 1.277539917750501, + "learning_rate": 2.634388008997899e-06, + "loss": 0.0872, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09081301093101501, + "step": 2080, + "valid_targets_mean": 548.4, + "valid_targets_min": 326 + }, + { + "epoch": 5.122850122850123, + "grad_norm": 1.041138079187501, + "learning_rate": 2.5638966210441597e-06, + "loss": 0.0817, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07195958495140076, + "step": 2085, + "valid_targets_mean": 630.1, + "valid_targets_min": 398 + }, + { + "epoch": 5.135135135135135, + "grad_norm": 1.2357154232642422, + "learning_rate": 2.4942965399018926e-06, + "loss": 0.0865, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09714603424072266, + "step": 2090, + "valid_targets_mean": 696.2, + "valid_targets_min": 365 + }, + { + "epoch": 5.1474201474201475, + "grad_norm": 1.2604606849246982, + "learning_rate": 2.425591323420289e-06, + "loss": 0.0867, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08725640177726746, + "step": 2095, + "valid_targets_mean": 555.8, + "valid_targets_min": 287 + }, + { + "epoch": 5.15970515970516, + "grad_norm": 1.2025961132788572, + "learning_rate": 2.357784483704444e-06, + "loss": 0.0851, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0895378589630127, + "step": 2100, + "valid_targets_mean": 580.9, + "valid_targets_min": 343 + }, + { + "epoch": 5.171990171990172, + "grad_norm": 1.253165445892313, + "learning_rate": 2.2908794869358044e-06, + "loss": 0.0835, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08695147931575775, + "step": 2105, + "valid_targets_mean": 505.1, + "valid_targets_min": 352 + }, + { + "epoch": 5.184275184275184, + "grad_norm": 1.2289552360721567, + "learning_rate": 2.2248797531949952e-06, + "loss": 0.0891, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0879005640745163, + "step": 2110, + "valid_targets_mean": 531.9, + "valid_targets_min": 321 + }, + { + "epoch": 5.196560196560196, + "grad_norm": 1.1908990615471768, + "learning_rate": 2.1597886562869917e-06, + "loss": 0.0859, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0877969041466713, + "step": 2115, + "valid_targets_mean": 577.0, + "valid_targets_min": 337 + }, + { + "epoch": 5.208845208845209, + "grad_norm": 1.192626976342137, + "learning_rate": 2.095609523568638e-06, + "loss": 0.0842, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07734735310077667, + "step": 2120, + "valid_targets_mean": 562.0, + "valid_targets_min": 329 + }, + { + "epoch": 5.221130221130221, + "grad_norm": 1.2082555924579998, + "learning_rate": 2.0323456357785855e-06, + "loss": 0.087, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0842600166797638, + "step": 2125, + "valid_targets_mean": 585.1, + "valid_targets_min": 352 + }, + { + "epoch": 5.233415233415234, + "grad_norm": 1.2386435260363529, + "learning_rate": 1.970000226869553e-06, + "loss": 0.0878, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09272652119398117, + "step": 2130, + "valid_targets_mean": 524.5, + "valid_targets_min": 320 + }, + { + "epoch": 5.245700245700245, + "grad_norm": 1.126056243469827, + "learning_rate": 1.90857648384305e-06, + "loss": 0.0806, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07395152747631073, + "step": 2135, + "valid_targets_mean": 619.2, + "valid_targets_min": 313 + }, + { + "epoch": 5.257985257985258, + "grad_norm": 1.1666537336061145, + "learning_rate": 1.848077546586431e-06, + "loss": 0.0828, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08457744866609573, + "step": 2140, + "valid_targets_mean": 546.1, + "valid_targets_min": 374 + }, + { + "epoch": 5.27027027027027, + "grad_norm": 1.199622886892468, + "learning_rate": 1.7885065077123976e-06, + "loss": 0.083, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08328172564506531, + "step": 2145, + "valid_targets_mean": 554.4, + "valid_targets_min": 387 + }, + { + "epoch": 5.282555282555283, + "grad_norm": 1.1728412716455279, + "learning_rate": 1.7298664124009245e-06, + "loss": 0.0834, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08228134363889694, + "step": 2150, + "valid_targets_mean": 528.0, + "valid_targets_min": 312 + }, + { + "epoch": 5.294840294840295, + "grad_norm": 1.1803113468201745, + "learning_rate": 1.672160258243567e-06, + "loss": 0.0826, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08139941096305847, + "step": 2155, + "valid_targets_mean": 572.4, + "valid_targets_min": 356 + }, + { + "epoch": 5.3071253071253075, + "grad_norm": 1.2619621031879709, + "learning_rate": 1.615390995090258e-06, + "loss": 0.0868, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09053842723369598, + "step": 2160, + "valid_targets_mean": 577.2, + "valid_targets_min": 350 + }, + { + "epoch": 5.319410319410319, + "grad_norm": 1.2248890955579523, + "learning_rate": 1.559561524898492e-06, + "loss": 0.0812, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08257773518562317, + "step": 2165, + "valid_targets_mean": 617.9, + "valid_targets_min": 381 + }, + { + "epoch": 5.3316953316953315, + "grad_norm": 1.2467046188005135, + "learning_rate": 1.5046747015849893e-06, + "loss": 0.0875, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0834282860159874, + "step": 2170, + "valid_targets_mean": 543.5, + "valid_targets_min": 387 + }, + { + "epoch": 5.343980343980344, + "grad_norm": 1.1148418333356434, + "learning_rate": 1.4507333308798255e-06, + "loss": 0.087, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07972699403762817, + "step": 2175, + "valid_targets_mean": 576.8, + "valid_targets_min": 317 + }, + { + "epoch": 5.356265356265356, + "grad_norm": 1.0664970769867355, + "learning_rate": 1.3977401701829752e-06, + "loss": 0.0771, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07614714652299881, + "step": 2180, + "valid_targets_mean": 600.1, + "valid_targets_min": 344 + }, + { + "epoch": 5.368550368550369, + "grad_norm": 1.0693404257105559, + "learning_rate": 1.345697928423384e-06, + "loss": 0.0871, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07640987634658813, + "step": 2185, + "valid_targets_mean": 665.3, + "valid_targets_min": 353 + }, + { + "epoch": 5.38083538083538, + "grad_norm": 1.189930580211284, + "learning_rate": 1.2946092659204767e-06, + "loss": 0.0835, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09601159393787384, + "step": 2190, + "valid_targets_mean": 593.2, + "valid_targets_min": 353 + }, + { + "epoch": 5.393120393120393, + "grad_norm": 1.1238320625578555, + "learning_rate": 1.244476794248175e-06, + "loss": 0.0843, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08733360469341278, + "step": 2195, + "valid_targets_mean": 635.1, + "valid_targets_min": 374 + }, + { + "epoch": 5.405405405405405, + "grad_norm": 1.2770058118624072, + "learning_rate": 1.1953030761014017e-06, + "loss": 0.0834, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09015761315822601, + "step": 2200, + "valid_targets_mean": 556.9, + "valid_targets_min": 293 + }, + { + "epoch": 5.417690417690418, + "grad_norm": 1.13370178694208, + "learning_rate": 1.147090625165055e-06, + "loss": 0.0834, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07899008691310883, + "step": 2205, + "valid_targets_mean": 598.9, + "valid_targets_min": 346 + }, + { + "epoch": 5.42997542997543, + "grad_norm": 1.1383568574789888, + "learning_rate": 1.0998419059855503e-06, + "loss": 0.0868, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08398991823196411, + "step": 2210, + "valid_targets_mean": 588.1, + "valid_targets_min": 355 + }, + { + "epoch": 5.442260442260443, + "grad_norm": 1.2374596577372317, + "learning_rate": 1.053559333844798e-06, + "loss": 0.0836, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0927569717168808, + "step": 2215, + "valid_targets_mean": 554.8, + "valid_targets_min": 299 + }, + { + "epoch": 5.454545454545454, + "grad_norm": 1.060062165304812, + "learning_rate": 1.0082452746367721e-06, + "loss": 0.0798, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07243770360946655, + "step": 2220, + "valid_targets_mean": 688.8, + "valid_targets_min": 412 + }, + { + "epoch": 5.466830466830467, + "grad_norm": 1.234886143589627, + "learning_rate": 9.639020447465475e-07, + "loss": 0.0847, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08597145974636078, + "step": 2225, + "valid_targets_mean": 531.4, + "valid_targets_min": 368 + }, + { + "epoch": 5.479115479115479, + "grad_norm": 1.0957537106814175, + "learning_rate": 9.205319109318922e-07, + "loss": 0.0825, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07663384079933167, + "step": 2230, + "valid_targets_mean": 577.2, + "valid_targets_min": 349 + }, + { + "epoch": 5.4914004914004915, + "grad_norm": 1.3059978658871396, + "learning_rate": 8.781370902074049e-07, + "loss": 0.0844, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0905524268746376, + "step": 2235, + "valid_targets_mean": 514.3, + "valid_targets_min": 304 + }, + { + "epoch": 5.503685503685504, + "grad_norm": 1.145886936771296, + "learning_rate": 8.367197497311719e-07, + "loss": 0.0829, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08202914893627167, + "step": 2240, + "valid_targets_mean": 638.8, + "valid_targets_min": 349 + }, + { + "epoch": 5.515970515970516, + "grad_norm": 1.1560278108403075, + "learning_rate": 7.962820066939958e-07, + "loss": 0.0832, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08465921878814697, + "step": 2245, + "valid_targets_mean": 617.2, + "valid_targets_min": 330 + }, + { + "epoch": 5.528255528255528, + "grad_norm": 1.146827460792829, + "learning_rate": 7.568259282111645e-07, + "loss": 0.0835, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08355319499969482, + "step": 2250, + "valid_targets_mean": 589.8, + "valid_targets_min": 408 + }, + { + "epoch": 5.54054054054054, + "grad_norm": 1.2678244005272907, + "learning_rate": 7.183535312167755e-07, + "loss": 0.0889, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08739691227674484, + "step": 2255, + "valid_targets_mean": 537.2, + "valid_targets_min": 387 + }, + { + "epoch": 5.552825552825553, + "grad_norm": 1.4375448638349997, + "learning_rate": 6.808667823606474e-07, + "loss": 0.0791, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07598749548196793, + "step": 2260, + "valid_targets_mean": 557.4, + "valid_targets_min": 344 + }, + { + "epoch": 5.565110565110565, + "grad_norm": 1.2784791536932771, + "learning_rate": 6.443675979077779e-07, + "loss": 0.0836, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09129341691732407, + "step": 2265, + "valid_targets_mean": 611.4, + "valid_targets_min": 355 + }, + { + "epoch": 5.577395577395578, + "grad_norm": 1.146114809603193, + "learning_rate": 6.088578436403847e-07, + "loss": 0.0777, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07668814063072205, + "step": 2270, + "valid_targets_mean": 548.8, + "valid_targets_min": 333 + }, + { + "epoch": 5.58968058968059, + "grad_norm": 1.1701260037394332, + "learning_rate": 5.743393347625436e-07, + "loss": 0.0809, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0863061472773552, + "step": 2275, + "valid_targets_mean": 631.6, + "valid_targets_min": 328 + }, + { + "epoch": 5.601965601965602, + "grad_norm": 1.1336198412288852, + "learning_rate": 5.408138358073833e-07, + "loss": 0.0829, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07773379981517792, + "step": 2280, + "valid_targets_mean": 707.2, + "valid_targets_min": 335 + }, + { + "epoch": 5.614250614250614, + "grad_norm": 1.1732238369009445, + "learning_rate": 5.082830605468969e-07, + "loss": 0.0816, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0849945917725563, + "step": 2285, + "valid_targets_mean": 632.2, + "valid_targets_min": 278 + }, + { + "epoch": 5.6265356265356266, + "grad_norm": 1.1247949445590306, + "learning_rate": 4.767486719043235e-07, + "loss": 0.0834, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07646386325359344, + "step": 2290, + "valid_targets_mean": 657.5, + "valid_targets_min": 409 + }, + { + "epoch": 5.638820638820639, + "grad_norm": 1.2775182803680445, + "learning_rate": 4.4621228186915833e-07, + "loss": 0.0824, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08856301754713058, + "step": 2295, + "valid_targets_mean": 620.8, + "valid_targets_min": 401 + }, + { + "epoch": 5.651105651105651, + "grad_norm": 1.2333249170791625, + "learning_rate": 4.166754514147275e-07, + "loss": 0.084, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08326977491378784, + "step": 2300, + "valid_targets_mean": 534.1, + "valid_targets_min": 379 + }, + { + "epoch": 5.663390663390663, + "grad_norm": 1.1108265985271855, + "learning_rate": 3.881396904184231e-07, + "loss": 0.0791, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07909250259399414, + "step": 2305, + "valid_targets_mean": 623.9, + "valid_targets_min": 372 + }, + { + "epoch": 5.675675675675675, + "grad_norm": 1.1071999111918622, + "learning_rate": 3.6060645758449584e-07, + "loss": 0.0793, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.06771372258663177, + "step": 2310, + "valid_targets_mean": 535.7, + "valid_targets_min": 328 + }, + { + "epoch": 5.687960687960688, + "grad_norm": 1.2811978558463222, + "learning_rate": 3.34077160369497e-07, + "loss": 0.0851, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08796574175357819, + "step": 2315, + "valid_targets_mean": 582.8, + "valid_targets_min": 272 + }, + { + "epoch": 5.7002457002457, + "grad_norm": 1.1575219121136995, + "learning_rate": 3.08553154910336e-07, + "loss": 0.0877, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08139719069004059, + "step": 2320, + "valid_targets_mean": 620.1, + "valid_targets_min": 372 + }, + { + "epoch": 5.712530712530713, + "grad_norm": 1.2556732274676712, + "learning_rate": 2.840357459549492e-07, + "loss": 0.0809, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08443877846002579, + "step": 2325, + "valid_targets_mean": 542.2, + "valid_targets_min": 399 + }, + { + "epoch": 5.724815724815725, + "grad_norm": 1.259874729323289, + "learning_rate": 2.6052618679560884e-07, + "loss": 0.085, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09191766381263733, + "step": 2330, + "valid_targets_mean": 461.4, + "valid_targets_min": 322 + }, + { + "epoch": 5.737100737100737, + "grad_norm": 1.1917534753808974, + "learning_rate": 2.380256792048541e-07, + "loss": 0.0789, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07446075975894928, + "step": 2335, + "valid_targets_mean": 511.6, + "valid_targets_min": 342 + }, + { + "epoch": 5.749385749385749, + "grad_norm": 1.2373562089047119, + "learning_rate": 2.1653537337405383e-07, + "loss": 0.0823, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08613431453704834, + "step": 2340, + "valid_targets_mean": 577.6, + "valid_targets_min": 396 + }, + { + "epoch": 5.761670761670762, + "grad_norm": 1.2034405427568784, + "learning_rate": 1.9605636785462234e-07, + "loss": 0.0795, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08189545571804047, + "step": 2345, + "valid_targets_mean": 621.9, + "valid_targets_min": 365 + }, + { + "epoch": 5.773955773955774, + "grad_norm": 1.0799325407284226, + "learning_rate": 1.7658970950185095e-07, + "loss": 0.0809, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07476474344730377, + "step": 2350, + "valid_targets_mean": 609.9, + "valid_targets_min": 321 + }, + { + "epoch": 5.7862407862407865, + "grad_norm": 1.1757906849036914, + "learning_rate": 1.5813639342140197e-07, + "loss": 0.0815, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08601002395153046, + "step": 2355, + "valid_targets_mean": 550.2, + "valid_targets_min": 379 + }, + { + "epoch": 5.798525798525798, + "grad_norm": 1.188427364444162, + "learning_rate": 1.4069736291843605e-07, + "loss": 0.0809, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07079163193702698, + "step": 2360, + "valid_targets_mean": 589.3, + "valid_targets_min": 338 + }, + { + "epoch": 5.8108108108108105, + "grad_norm": 1.2501121164250937, + "learning_rate": 1.242735094493952e-07, + "loss": 0.0839, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08723746240139008, + "step": 2365, + "valid_targets_mean": 535.8, + "valid_targets_min": 373 + }, + { + "epoch": 5.823095823095823, + "grad_norm": 1.2533918670853614, + "learning_rate": 1.0886567257643033e-07, + "loss": 0.082, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08290581405162811, + "step": 2370, + "valid_targets_mean": 550.7, + "valid_targets_min": 360 + }, + { + "epoch": 5.835380835380835, + "grad_norm": 1.1564818042371932, + "learning_rate": 9.447463992448891e-08, + "loss": 0.0847, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08502306044101715, + "step": 2375, + "valid_targets_mean": 659.5, + "valid_targets_min": 325 + }, + { + "epoch": 5.847665847665848, + "grad_norm": 1.1755092919019083, + "learning_rate": 8.110114714104277e-08, + "loss": 0.0819, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07557385414838791, + "step": 2380, + "valid_targets_mean": 598.8, + "valid_targets_min": 342 + }, + { + "epoch": 5.85995085995086, + "grad_norm": 1.1962496012954607, + "learning_rate": 6.874587785849152e-08, + "loss": 0.0812, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07918815314769745, + "step": 2385, + "valid_targets_mean": 603.8, + "valid_targets_min": 377 + }, + { + "epoch": 5.872235872235873, + "grad_norm": 1.306024990482639, + "learning_rate": 5.7409463659219286e-08, + "loss": 0.0845, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08919475227594376, + "step": 2390, + "valid_targets_mean": 493.2, + "valid_targets_min": 303 + }, + { + "epoch": 5.884520884520884, + "grad_norm": 1.2110406679406136, + "learning_rate": 4.709248404329625e-08, + "loss": 0.0805, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08352182805538177, + "step": 2395, + "valid_targets_mean": 576.7, + "valid_targets_min": 314 + }, + { + "epoch": 5.896805896805897, + "grad_norm": 1.1494918965138259, + "learning_rate": 3.7795466398868885e-08, + "loss": 0.0807, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07362495362758636, + "step": 2400, + "valid_targets_mean": 632.3, + "valid_targets_min": 376 + }, + { + "epoch": 5.909090909090909, + "grad_norm": 1.2125273811964747, + "learning_rate": 2.9518885975192702e-08, + "loss": 0.0813, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0766986608505249, + "step": 2405, + "valid_targets_mean": 540.9, + "valid_targets_min": 298 + }, + { + "epoch": 5.921375921375922, + "grad_norm": 1.3055089690040842, + "learning_rate": 2.226316585833832e-08, + "loss": 0.088, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.09940752387046814, + "step": 2410, + "valid_targets_mean": 630.2, + "valid_targets_min": 366 + }, + { + "epoch": 5.933660933660933, + "grad_norm": 1.2734724231764385, + "learning_rate": 1.6028676949570997e-08, + "loss": 0.0863, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08724012225866318, + "step": 2415, + "valid_targets_mean": 496.8, + "valid_targets_min": 343 + }, + { + "epoch": 5.945945945945946, + "grad_norm": 1.3140331206962972, + "learning_rate": 1.0815737946383575e-08, + "loss": 0.0797, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.0807531550526619, + "step": 2420, + "valid_targets_mean": 511.9, + "valid_targets_min": 355 + }, + { + "epoch": 5.958230958230958, + "grad_norm": 1.2133753164899292, + "learning_rate": 6.624615326207284e-09, + "loss": 0.086, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08304368704557419, + "step": 2425, + "valid_targets_mean": 509.8, + "valid_targets_min": 319 + }, + { + "epoch": 5.9705159705159705, + "grad_norm": 1.2628163299904318, + "learning_rate": 3.4555233327893124e-09, + "loss": 0.0888, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08596052974462509, + "step": 2430, + "valid_targets_mean": 489.0, + "valid_targets_min": 355 + }, + { + "epoch": 5.982800982800983, + "grad_norm": 1.1137438849834025, + "learning_rate": 1.3086239652415621e-09, + "loss": 0.0785, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.07572906464338303, + "step": 2435, + "valid_targets_mean": 634.5, + "valid_targets_min": 374 + }, + { + "epoch": 5.995085995085995, + "grad_norm": 1.256225517041073, + "learning_rate": 1.840269697628294e-10, + "loss": 0.0843, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08771345764398575, + "step": 2440, + "valid_targets_mean": 510.3, + "valid_targets_min": 316 + }, + { + "epoch": 6.0, + "loss_nan_ranks": 0, + "loss_rank_avg": 0.08076979219913483, + "step": 2442, + "total_flos": 140364736167936.0, + "train_loss": 0.16821050625614803, + "train_runtime": 7348.4915, + "train_samples_per_second": 5.31, + "train_steps_per_second": 0.332, + "valid_targets_mean": 624.3, + "valid_targets_min": 380 + } + ], + "logging_steps": 5, + "max_steps": 2442, + "num_input_tokens_seen": 0, + "num_train_epochs": 6, + "save_steps": 100, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": true + }, + "attributes": {} + } + }, + "total_flos": 140364736167936.0, + "train_batch_size": 1, + "trial_name": null, + "trial_params": null +}