Upload folder using huggingface_hub

lr13e-4_total_batch_size122880_baseline_seed1339/args.json

@@ -0,0 +1 @@
+{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr13e-4_total_batch_size122880_baseline_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "wider_is_better_11", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 122880, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 0.0013, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "13e-4_122880", "n_embd": 256}

lr13e-4_total_batch_size122880_baseline_seed1339/dataloader_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea4dadf39b77e4add965f5ecc2364cea20935ceda972d0ad2e4a448c01101668
+size 964

lr13e-4_total_batch_size122880_baseline_seed1339/log2.txt

@@ -0,0 +1,529 @@
+max_steps: 4375
+0 val loss 11.2576
+0 val perplexity 77469.3047
+0 train 11.261513 (lr=5.2000e-06) (hash(x)=150724848)
+10 train 9.899696 (lr=5.7200e-05) (hash(x)=153483789)
+20 train 9.255864 (lr=1.0920e-04) (hash(x)=145287265)
+30 train 8.395938 (lr=1.6120e-04) (hash(x)=150157569)
+40 train 7.827944 (lr=2.1320e-04) (hash(x)=152157598)
+50 train 7.644742 (lr=2.6520e-04) (hash(x)=149910534)
+60 train 7.606067 (lr=3.1720e-04) (hash(x)=150731273)
+70 train 7.509567 (lr=3.6920e-04) (hash(x)=166473281)
+80 train 7.229414 (lr=4.2120e-04) (hash(x)=151371145)
+90 train 7.079880 (lr=4.7320e-04) (hash(x)=153368917)
+100 val loss 7.0661
+100 val perplexity 1171.5461
+100 train 6.994465 (lr=5.2520e-04) (hash(x)=148123706)
+110 train 6.842206 (lr=5.7720e-04) (hash(x)=150622583)
+120 train 6.648126 (lr=6.2920e-04) (hash(x)=151535384)
+130 train 6.599626 (lr=6.8120e-04) (hash(x)=148726088)
+140 train 6.478449 (lr=7.3320e-04) (hash(x)=157260375)
+150 train 6.346583 (lr=7.8520e-04) (hash(x)=146678221)
+160 train 6.526664 (lr=8.3720e-04) (hash(x)=144947971)
+170 train 6.440884 (lr=8.8920e-04) (hash(x)=162318756)
+180 train 6.440250 (lr=9.4120e-04) (hash(x)=178373797)
+190 train 6.165244 (lr=9.9320e-04) (hash(x)=150369080)
+200 val loss 6.2108
+200 val perplexity 498.0982
+200 train 6.240228 (lr=1.0452e-03) (hash(x)=151700982)
+210 train 6.050064 (lr=1.0972e-03) (hash(x)=148930522)
+220 train 6.074565 (lr=1.1492e-03) (hash(x)=148079227)
+230 train 5.976666 (lr=1.2012e-03) (hash(x)=145272617)
+240 train 5.870818 (lr=1.2532e-03) (hash(x)=156287490)
+250 train 5.847607 (lr=1.3000e-03) (hash(x)=156182087)
+260 train 5.885349 (lr=1.3000e-03) (hash(x)=162758254)
+270 train 5.703783 (lr=1.2999e-03) (hash(x)=157363914)
+280 train 5.588426 (lr=1.2998e-03) (hash(x)=149449280)
+290 train 5.619856 (lr=1.2997e-03) (hash(x)=149266312)
+300 val loss 5.6849
+300 val perplexity 294.3742
+300 train 5.517653 (lr=1.2996e-03) (hash(x)=149318660)
+310 train 5.372299 (lr=1.2994e-03) (hash(x)=137184623)
+320 train 5.339736 (lr=1.2992e-03) (hash(x)=143999212)
+330 train 5.204526 (lr=1.2989e-03) (hash(x)=138360108)
+340 train 5.232503 (lr=1.2986e-03) (hash(x)=143752601)
+350 train 5.509124 (lr=1.2983e-03) (hash(x)=150482428)
+360 train 5.473442 (lr=1.2979e-03) (hash(x)=159461069)
+370 train 5.433396 (lr=1.2976e-03) (hash(x)=149967984)
+380 train 5.448001 (lr=1.2971e-03) (hash(x)=155106202)
+390 train 5.414634 (lr=1.2967e-03) (hash(x)=155825158)
+400 val loss 5.3542
+400 val perplexity 211.4961
+400 train 5.340728 (lr=1.2962e-03) (hash(x)=143268605)
+410 train 5.325308 (lr=1.2957e-03) (hash(x)=179384792)
+420 train 5.492976 (lr=1.2951e-03) (hash(x)=142711393)
+430 train 5.143899 (lr=1.2945e-03) (hash(x)=138495801)
+440 train 5.226528 (lr=1.2939e-03) (hash(x)=151951501)
+450 train 5.168422 (lr=1.2932e-03) (hash(x)=152322423)
+460 train 5.160437 (lr=1.2925e-03) (hash(x)=148720342)
+470 train 5.115890 (lr=1.2918e-03) (hash(x)=150349503)
+480 train 5.091730 (lr=1.2910e-03) (hash(x)=146292562)
+490 train 4.944960 (lr=1.2903e-03) (hash(x)=137640259)
+500 val loss 5.1459
+500 val perplexity 171.7290
+500 train 4.906366 (lr=1.2894e-03) (hash(x)=147904298)
+510 train 4.895032 (lr=1.2886e-03) (hash(x)=140706537)
+520 train 4.849339 (lr=1.2877e-03) (hash(x)=144746445)
+530 train 4.774483 (lr=1.2867e-03) (hash(x)=153065665)
+540 train 4.891927 (lr=1.2858e-03) (hash(x)=157674756)
+550 train 5.245577 (lr=1.2848e-03) (hash(x)=154343147)
+560 train 4.920190 (lr=1.2838e-03) (hash(x)=162479784)
+570 train 4.991161 (lr=1.2827e-03) (hash(x)=146934299)
+580 train 4.964786 (lr=1.2816e-03) (hash(x)=145536832)
+590 train 4.988544 (lr=1.2805e-03) (hash(x)=158271614)
+600 val loss 4.9562
+600 val perplexity 142.0592
+600 train 4.999316 (lr=1.2793e-03) (hash(x)=141843115)
+610 train 4.871832 (lr=1.2781e-03) (hash(x)=144149947)
+620 train 4.946622 (lr=1.2769e-03) (hash(x)=152217389)
+630 train 4.866689 (lr=1.2757e-03) (hash(x)=144029489)
+640 train 4.888097 (lr=1.2744e-03) (hash(x)=151625838)
+650 train 4.830356 (lr=1.2731e-03) (hash(x)=145279030)
+660 train 4.652700 (lr=1.2717e-03) (hash(x)=133642994)
+670 train 4.810959 (lr=1.2703e-03) (hash(x)=155919973)
+680 train 4.716548 (lr=1.2689e-03) (hash(x)=150613636)
+690 train 4.921138 (lr=1.2675e-03) (hash(x)=152803906)
+700 val loss 4.8303
+700 val perplexity 125.2537
+700 train 4.635255 (lr=1.2660e-03) (hash(x)=152507639)
+710 train 4.624895 (lr=1.2645e-03) (hash(x)=167824828)
+720 train 4.569371 (lr=1.2629e-03) (hash(x)=150085494)
+730 train 4.502444 (lr=1.2613e-03) (hash(x)=142956546)
+740 train 4.488472 (lr=1.2597e-03) (hash(x)=150893345)
+750 train 4.773106 (lr=1.2581e-03) (hash(x)=148473774)
+760 train 4.675390 (lr=1.2564e-03) (hash(x)=166217855)
+770 train 4.702281 (lr=1.2547e-03) (hash(x)=155013278)
+780 train 4.719789 (lr=1.2530e-03) (hash(x)=152138735)
+790 train 4.757064 (lr=1.2512e-03) (hash(x)=157176546)
+800 val loss 4.6873
+800 val perplexity 108.5599
+800 train 4.640759 (lr=1.2494e-03) (hash(x)=151117002)
+810 train 4.662795 (lr=1.2476e-03) (hash(x)=145015354)
+820 train 4.660993 (lr=1.2457e-03) (hash(x)=148776668)
+830 train 4.466759 (lr=1.2438e-03) (hash(x)=170658972)
+840 train 4.737228 (lr=1.2419e-03) (hash(x)=155609234)
+850 train 4.724372 (lr=1.2400e-03) (hash(x)=147018482)
+860 train 4.571147 (lr=1.2380e-03) (hash(x)=136898027)
+870 train 4.548481 (lr=1.2360e-03) (hash(x)=141846516)
+880 train 4.676339 (lr=1.2339e-03) (hash(x)=161873750)
+890 train 4.503053 (lr=1.2319e-03) (hash(x)=157878866)
+900 val loss 4.6417
+900 val perplexity 103.7195
+900 train 4.595750 (lr=1.2298e-03) (hash(x)=145757704)
+910 train 4.719009 (lr=1.2276e-03) (hash(x)=145786621)
+920 train 4.611430 (lr=1.2255e-03) (hash(x)=142045584)
+930 train 4.682396 (lr=1.2233e-03) (hash(x)=164426390)
+940 train 4.564182 (lr=1.2211e-03) (hash(x)=139987987)
+950 train 4.765593 (lr=1.2188e-03) (hash(x)=148921543)
+960 train 4.566187 (lr=1.2165e-03) (hash(x)=154138655)
+970 train 4.544908 (lr=1.2142e-03) (hash(x)=138488697)
+980 train 4.574082 (lr=1.2119e-03) (hash(x)=147004214)
+990 train 4.437335 (lr=1.2095e-03) (hash(x)=156465269)
+1000 val loss 4.5496
+1000 val perplexity 94.5930
+1000 train 4.394066 (lr=1.2071e-03) (hash(x)=161795711)
+1010 train 4.476116 (lr=1.2047e-03) (hash(x)=141132073)
+1020 train 4.587778 (lr=1.2023e-03) (hash(x)=141901746)
+1030 train 4.436138 (lr=1.1998e-03) (hash(x)=137935785)
+1040 train 4.642429 (lr=1.1973e-03) (hash(x)=144386181)
+1050 train 4.477895 (lr=1.1947e-03) (hash(x)=145581641)
+1060 train 4.506867 (lr=1.1922e-03) (hash(x)=155473484)
+1070 train 4.599480 (lr=1.1896e-03) (hash(x)=144911208)
+1080 train 4.716012 (lr=1.1870e-03) (hash(x)=156601997)
+1090 train 4.493799 (lr=1.1843e-03) (hash(x)=151299535)
+1100 val loss 4.5085
+1100 val perplexity 90.7829
+1100 train 4.512877 (lr=1.1816e-03) (hash(x)=157673597)
+1110 train 4.493972 (lr=1.1789e-03) (hash(x)=149224552)
+1120 train 4.527355 (lr=1.1762e-03) (hash(x)=155650894)
+1130 train 4.505894 (lr=1.1735e-03) (hash(x)=143649236)
+1140 train 4.489985 (lr=1.1707e-03) (hash(x)=146796338)
+1150 train 4.418267 (lr=1.1679e-03) (hash(x)=147384772)
+1160 train 4.475804 (lr=1.1650e-03) (hash(x)=148232447)
+1170 train 4.375490 (lr=1.1622e-03) (hash(x)=149417135)
+1180 train 4.379090 (lr=1.1593e-03) (hash(x)=146962492)
+1190 train 4.220077 (lr=1.1564e-03) (hash(x)=147119717)
+1200 val loss 4.4887
+1200 val perplexity 89.0013
+1200 train 4.416452 (lr=1.1534e-03) (hash(x)=144115998)
+1210 train 4.607876 (lr=1.1505e-03) (hash(x)=148830634)
+1220 train 4.471360 (lr=1.1475e-03) (hash(x)=155788808)
+1230 train 4.578928 (lr=1.1445e-03) (hash(x)=155420927)
+1240 train 4.413360 (lr=1.1414e-03) (hash(x)=176100202)
+1250 train 4.364956 (lr=1.1384e-03) (hash(x)=163245801)
+1260 train 4.369982 (lr=1.1353e-03) (hash(x)=147341874)
+1270 train 4.381311 (lr=1.1322e-03) (hash(x)=140477438)
+1280 train 4.248888 (lr=1.1291e-03) (hash(x)=137109128)
+1290 train 4.390874 (lr=1.1259e-03) (hash(x)=158887908)
+1300 val loss 4.4217
+1300 val perplexity 83.2404
+1300 train 4.372225 (lr=1.1227e-03) (hash(x)=146922182)
+1310 train 4.381297 (lr=1.1195e-03) (hash(x)=143857902)
+1320 train 4.341904 (lr=1.1163e-03) (hash(x)=150276684)
+1330 train 4.371931 (lr=1.1130e-03) (hash(x)=153362319)
+1340 train 4.421975 (lr=1.1097e-03) (hash(x)=153140891)
+1350 train 4.457381 (lr=1.1064e-03) (hash(x)=166976502)
+1360 train 4.467720 (lr=1.1031e-03) (hash(x)=147648241)
+1370 train 4.385450 (lr=1.0998e-03) (hash(x)=152606892)
+1380 train 4.372163 (lr=1.0964e-03) (hash(x)=151845292)
+1390 train 4.438265 (lr=1.0930e-03) (hash(x)=142307378)
+1400 val loss 4.3866
+1400 val perplexity 80.3645
+1400 train 4.448207 (lr=1.0896e-03) (hash(x)=172927707)
+1410 train 4.472632 (lr=1.0862e-03) (hash(x)=154387219)
+1420 train 4.291861 (lr=1.0827e-03) (hash(x)=156081484)
+1430 train 4.356396 (lr=1.0792e-03) (hash(x)=156584703)
+1440 train 4.258140 (lr=1.0757e-03) (hash(x)=141998503)
+1450 train 4.373052 (lr=1.0722e-03) (hash(x)=148708706)
+1460 train 4.237865 (lr=1.0687e-03) (hash(x)=148096724)
+1470 train 4.209556 (lr=1.0651e-03) (hash(x)=143995394)
+1480 train 4.446826 (lr=1.0616e-03) (hash(x)=160523370)
+1490 train 4.272639 (lr=1.0580e-03) (hash(x)=142703815)
+1500 val loss 4.3767
+1500 val perplexity 79.5748
+1500 train 4.264549 (lr=1.0543e-03) (hash(x)=150145360)
+1510 train 4.418281 (lr=1.0507e-03) (hash(x)=140955409)
+1520 train 4.323253 (lr=1.0470e-03) (hash(x)=121541202)
+1530 train 4.327451 (lr=1.0434e-03) (hash(x)=155534733)
+1540 train 4.360955 (lr=1.0397e-03) (hash(x)=141973489)
+1550 train 4.233703 (lr=1.0359e-03) (hash(x)=157912759)
+1560 train 4.291804 (lr=1.0322e-03) (hash(x)=143045873)
+1570 train 4.302728 (lr=1.0285e-03) (hash(x)=148243369)
+1580 train 4.321183 (lr=1.0247e-03) (hash(x)=149719396)
+1590 train 4.353673 (lr=1.0209e-03) (hash(x)=142111349)
+1600 val loss 4.3334
+1600 val perplexity 76.2063
+1600 train 4.363453 (lr=1.0171e-03) (hash(x)=145393936)
+1610 train 4.264659 (lr=1.0133e-03) (hash(x)=146389859)
+1620 train 4.316600 (lr=1.0094e-03) (hash(x)=152903298)
+1630 train 4.220786 (lr=1.0056e-03) (hash(x)=149203171)
+1640 train 4.183780 (lr=1.0017e-03) (hash(x)=143289561)
+1650 train 4.218773 (lr=9.9780e-04) (hash(x)=158724067)
+1660 train 4.147505 (lr=9.9389e-04) (hash(x)=149609240)
+1670 train 4.360039 (lr=9.8997e-04) (hash(x)=155240838)
+1680 train 4.348688 (lr=9.8603e-04) (hash(x)=149973508)
+1690 train 4.200274 (lr=9.8207e-04) (hash(x)=153481145)
+1700 val loss 4.3123
+1700 val perplexity 74.6097
+1700 train 4.441117 (lr=9.7810e-04) (hash(x)=147623002)
+1710 train 4.312900 (lr=9.7411e-04) (hash(x)=163392549)
+1720 train 4.317345 (lr=9.7011e-04) (hash(x)=154608207)
+1730 train 4.255018 (lr=9.6609e-04) (hash(x)=152409179)
+1740 train 4.228596 (lr=9.6206e-04) (hash(x)=148273153)
+1750 train 4.324174 (lr=9.5802e-04) (hash(x)=143259465)
+1760 train 4.496826 (lr=9.5396e-04) (hash(x)=138718468)
+1770 train 4.240559 (lr=9.4988e-04) (hash(x)=159255954)
+1780 train 4.243383 (lr=9.4580e-04) (hash(x)=135857355)
+1790 train 4.157434 (lr=9.4170e-04) (hash(x)=145791671)
+1800 val loss 4.3002
+1800 val perplexity 73.7141
+1800 train 4.250954 (lr=9.3758e-04) (hash(x)=151062384)
+1810 train 4.149126 (lr=9.3346e-04) (hash(x)=144984716)
+1820 train 4.216257 (lr=9.2932e-04) (hash(x)=144698775)
+1830 train 4.352280 (lr=9.2517e-04) (hash(x)=150245397)
+1840 train 4.390389 (lr=9.2100e-04) (hash(x)=170661468)
+1850 train 4.311930 (lr=9.1683e-04) (hash(x)=151431836)
+1860 train 4.183702 (lr=9.1264e-04) (hash(x)=148600110)
+1870 train 4.278683 (lr=9.0844e-04) (hash(x)=148519036)
+1880 train 4.190976 (lr=9.0423e-04) (hash(x)=141697198)
+1890 train 4.289632 (lr=9.0001e-04) (hash(x)=156289714)
+1900 val loss 4.2707
+1900 val perplexity 71.5745
+1900 train 4.231341 (lr=8.9577e-04) (hash(x)=155386073)
+1910 train 4.431067 (lr=8.9153e-04) (hash(x)=147240084)
+1920 train 4.275314 (lr=8.8728e-04) (hash(x)=148388842)
+1930 train 4.184752 (lr=8.8302e-04) (hash(x)=146204229)
+1940 train 4.054188 (lr=8.7874e-04) (hash(x)=143556545)
+1950 train 4.133732 (lr=8.7446e-04) (hash(x)=147956690)
+1960 train 4.247025 (lr=8.7017e-04) (hash(x)=137526984)
+1970 train 4.190096 (lr=8.6587e-04) (hash(x)=140760871)
+1980 train 4.492144 (lr=8.6156e-04) (hash(x)=152103697)
+1990 train 4.222541 (lr=8.5724e-04) (hash(x)=164248169)
+2000 val loss 4.2467
+2000 val perplexity 69.8737
+2000 train 4.231060 (lr=8.5292e-04) (hash(x)=151842998)
+2010 train 4.283141 (lr=8.4859e-04) (hash(x)=153881605)
+2020 train 4.304131 (lr=8.4424e-04) (hash(x)=145254556)
+2030 train 4.198712 (lr=8.3989e-04) (hash(x)=143283003)
+2040 train 4.188898 (lr=8.3554e-04) (hash(x)=149520645)
+2050 train 4.134045 (lr=8.3118e-04) (hash(x)=143001992)
+2060 train 4.185867 (lr=8.2681e-04) (hash(x)=147300288)
+2070 train 4.149887 (lr=8.2243e-04) (hash(x)=148000315)
+2080 train 4.250723 (lr=8.1805e-04) (hash(x)=146292733)
+2090 train 4.100210 (lr=8.1366e-04) (hash(x)=152253548)
+2100 val loss 4.2450
+2100 val perplexity 69.7582
+2100 train 4.304736 (lr=8.0926e-04) (hash(x)=163228537)
+2110 train 4.125165 (lr=8.0486e-04) (hash(x)=156319517)
+2120 train 4.402017 (lr=8.0046e-04) (hash(x)=140368798)
+2130 train 4.190157 (lr=7.9605e-04) (hash(x)=162813132)
+2140 train 4.344852 (lr=7.9163e-04) (hash(x)=140817744)
+2150 train 4.202003 (lr=7.8721e-04) (hash(x)=165620945)
+2160 train 4.142948 (lr=7.8279e-04) (hash(x)=139579339)
+2170 train 4.317454 (lr=7.7836e-04) (hash(x)=145505114)
+2180 train 4.233964 (lr=7.7393e-04) (hash(x)=151040053)
+2190 train 4.158587 (lr=7.6950e-04) (hash(x)=138105191)
+2200 val loss 4.2189
+2200 val perplexity 67.9621
+2200 train 4.116855 (lr=7.6506e-04) (hash(x)=149758589)
+2210 train 4.144750 (lr=7.6062e-04) (hash(x)=149125273)
+2220 train 4.149987 (lr=7.5618e-04) (hash(x)=152919204)
+2230 train 4.213974 (lr=7.5173e-04) (hash(x)=152120880)
+2240 train 3.977977 (lr=7.4728e-04) (hash(x)=148124218)
+2250 train 4.097326 (lr=7.4284e-04) (hash(x)=137089797)
+2260 train 4.082672 (lr=7.3838e-04) (hash(x)=155806109)
+2270 train 4.144444 (lr=7.3393e-04) (hash(x)=161868486)
+2280 train 4.280127 (lr=7.2948e-04) (hash(x)=156017019)
+2290 train 4.109678 (lr=7.2502e-04) (hash(x)=144077561)
+2300 val loss 4.2041
+2300 val perplexity 66.9608
+2300 train 4.248718 (lr=7.2057e-04) (hash(x)=170869105)
+2310 train 4.228435 (lr=7.1611e-04) (hash(x)=147916300)
+2320 train 4.186760 (lr=7.1166e-04) (hash(x)=152467472)
+2330 train 4.194165 (lr=7.0720e-04) (hash(x)=144785419)
+2340 train 4.107856 (lr=7.0275e-04) (hash(x)=150432854)
+2350 train 4.157103 (lr=6.9829e-04) (hash(x)=141272857)
+2360 train 4.206523 (lr=6.9384e-04) (hash(x)=160564556)
+2370 train 4.196453 (lr=6.8939e-04) (hash(x)=151879225)
+2380 train 4.056332 (lr=6.8494e-04) (hash(x)=151530029)
+2390 train 4.006645 (lr=6.8049e-04) (hash(x)=152832807)
+2400 val loss 4.1931
+2400 val perplexity 66.2253
+2400 train 4.066688 (lr=6.7604e-04) (hash(x)=147479799)
+2410 train 4.090053 (lr=6.7160e-04) (hash(x)=145055665)
+2420 train 4.077344 (lr=6.6716e-04) (hash(x)=154768391)
+2430 train 4.149685 (lr=6.6272e-04) (hash(x)=150388315)
+2440 train 4.143412 (lr=6.5828e-04) (hash(x)=161064525)
+2450 train 4.135171 (lr=6.5385e-04) (hash(x)=154887504)
+2460 train 4.116873 (lr=6.4942e-04) (hash(x)=138201850)
+2470 train 4.247937 (lr=6.4500e-04) (hash(x)=151711687)
+2480 train 4.333182 (lr=6.4058e-04) (hash(x)=147643099)
+2490 train 4.202165 (lr=6.3616e-04) (hash(x)=143125010)
+2500 val loss 4.1643
+2500 val perplexity 64.3495
+2500 train 4.222904 (lr=6.3175e-04) (hash(x)=142429041)
+2510 train 4.173513 (lr=6.2734e-04) (hash(x)=148050199)
+2520 train 4.007150 (lr=6.2294e-04) (hash(x)=90941145)
+2530 train 4.125525 (lr=6.1854e-04) (hash(x)=150165963)
+2540 train 4.047495 (lr=6.1415e-04) (hash(x)=150919495)
+2550 train 4.039433 (lr=6.0976e-04) (hash(x)=160130013)
+2560 train 4.059017 (lr=6.0538e-04) (hash(x)=148050104)
+2570 train 4.140086 (lr=6.0101e-04) (hash(x)=145749915)
+2580 train 4.067544 (lr=5.9664e-04) (hash(x)=149001490)
+2590 train 3.978201 (lr=5.9228e-04) (hash(x)=158310837)
+2600 val loss 4.1636
+2600 val perplexity 64.3048
+2600 train 3.946771 (lr=5.8793e-04) (hash(x)=146370729)
+2610 train 3.939321 (lr=5.8358e-04) (hash(x)=154169203)
+2620 train 4.084901 (lr=5.7925e-04) (hash(x)=137329685)
+2630 train 4.007136 (lr=5.7492e-04) (hash(x)=160226256)
+2640 train 4.086180 (lr=5.7060e-04) (hash(x)=153533222)
+2650 train 4.144921 (lr=5.6628e-04) (hash(x)=157476060)
+2660 train 4.221601 (lr=5.6198e-04) (hash(x)=164837154)
+2670 train 4.045523 (lr=5.5768e-04) (hash(x)=155851799)
+2680 train 4.148285 (lr=5.5340e-04) (hash(x)=162095841)
+2690 train 4.183107 (lr=5.4912e-04) (hash(x)=140059129)
+2700 val loss 4.1297
+2700 val perplexity 62.1613
+2700 train 4.130066 (lr=5.4485e-04) (hash(x)=149982495)
+2710 train 4.139279 (lr=5.4059e-04) (hash(x)=154730619)
+2720 train 4.096407 (lr=5.3635e-04) (hash(x)=153673087)
+2730 train 4.196774 (lr=5.3211e-04) (hash(x)=141967987)
+2740 train 4.042142 (lr=5.2788e-04) (hash(x)=148302521)
+2750 train 4.070089 (lr=5.2367e-04) (hash(x)=169526708)
+2760 train 4.077280 (lr=5.1946e-04) (hash(x)=147659745)
+2770 train 4.051155 (lr=5.1527e-04) (hash(x)=165422791)
+2780 train 4.031677 (lr=5.1109e-04) (hash(x)=139378759)
+2790 train 3.842335 (lr=5.0692e-04) (hash(x)=149362982)
+2800 val loss 4.1398
+2800 val perplexity 62.7908
+2800 train 3.910407 (lr=5.0276e-04) (hash(x)=166852181)
+2810 train 3.874354 (lr=4.9861e-04) (hash(x)=162830529)
+2820 train 3.820621 (lr=4.9448e-04) (hash(x)=150130923)
+2830 train 4.124973 (lr=4.9036e-04) (hash(x)=132554804)
+2840 train 4.121341 (lr=4.8625e-04) (hash(x)=156662719)
+2850 train 4.159529 (lr=4.8216e-04) (hash(x)=157531009)
+2860 train 4.122797 (lr=4.7808e-04) (hash(x)=153415901)
+2870 train 4.112464 (lr=4.7401e-04) (hash(x)=157332351)
+2880 train 4.060658 (lr=4.6996e-04) (hash(x)=151410115)
+2890 train 4.196651 (lr=4.6592e-04) (hash(x)=151755498)
+2900 val loss 4.1089
+2900 val perplexity 60.8799
+2900 train 4.023666 (lr=4.6190e-04) (hash(x)=157395013)
+2910 train 4.002108 (lr=4.5789e-04) (hash(x)=144568819)
+2920 train 3.947620 (lr=4.5389e-04) (hash(x)=140411793)
+2930 train 4.071809 (lr=4.4991e-04) (hash(x)=153672754)
+2940 train 4.073793 (lr=4.4595e-04) (hash(x)=144747136)
+2950 train 4.049365 (lr=4.4200e-04) (hash(x)=139873259)
+2960 train 4.048344 (lr=4.3807e-04) (hash(x)=164010581)
+2970 train 4.059557 (lr=4.3415e-04) (hash(x)=145020447)
+2980 train 3.960986 (lr=4.3025e-04) (hash(x)=146536623)
+2990 train 3.923598 (lr=4.2637e-04) (hash(x)=143152437)
+3000 val loss 4.1206
+3000 val perplexity 61.5961
+3000 train 3.889336 (lr=4.2250e-04) (hash(x)=151165786)
+3010 train 3.873349 (lr=4.1865e-04) (hash(x)=154439823)
+3020 train 3.928835 (lr=4.1482e-04) (hash(x)=144196226)
+3030 train 3.827914 (lr=4.1100e-04) (hash(x)=148787067)
+3040 train 3.979329 (lr=4.0720e-04) (hash(x)=161017582)
+3050 train 4.296149 (lr=4.0342e-04) (hash(x)=158552651)
+3060 train 4.204640 (lr=3.9966e-04) (hash(x)=149243161)
+3070 train 4.151746 (lr=3.9592e-04) (hash(x)=146431684)
+3080 train 4.069300 (lr=3.9219e-04) (hash(x)=149547069)
+3090 train 4.101101 (lr=3.8849e-04) (hash(x)=146636428)
+3100 val loss 4.0840
+3100 val perplexity 59.3815
+3100 train 4.086329 (lr=3.8480e-04) (hash(x)=156381859)
+3110 train 4.032917 (lr=3.8113e-04) (hash(x)=141462203)
+3120 train 4.075357 (lr=3.7748e-04) (hash(x)=145671245)
+3130 train 4.067023 (lr=3.7385e-04) (hash(x)=167814117)
+3140 train 3.925965 (lr=3.7025e-04) (hash(x)=145540357)
+3150 train 3.985930 (lr=3.6666e-04) (hash(x)=152783577)
+3160 train 4.036351 (lr=3.6309e-04) (hash(x)=165882035)
+3170 train 4.035054 (lr=3.5954e-04) (hash(x)=145400469)
+3180 train 3.842237 (lr=3.5601e-04) (hash(x)=142466281)
+3190 train 3.821066 (lr=3.5250e-04) (hash(x)=146748038)
+3200 val loss 4.0865
+3200 val perplexity 59.5323
+3200 train 3.917698 (lr=3.4902e-04) (hash(x)=137714353)
+3210 train 3.769162 (lr=3.4555e-04) (hash(x)=138832871)
+3220 train 3.859823 (lr=3.4211e-04) (hash(x)=176981093)
+3230 train 4.158112 (lr=3.3868e-04) (hash(x)=142798954)
+3240 train 4.124155 (lr=3.3528e-04) (hash(x)=159942548)
+3250 train 4.070099 (lr=3.3191e-04) (hash(x)=160734682)
+3260 train 4.106826 (lr=3.2855e-04) (hash(x)=140312993)
+3270 train 4.090263 (lr=3.2522e-04) (hash(x)=149573286)
+3280 train 4.047934 (lr=3.2191e-04) (hash(x)=143477630)
+3290 train 4.036378 (lr=3.1862e-04) (hash(x)=153981909)
+3300 val loss 4.0706
+3300 val perplexity 58.5904
+3300 train 4.129128 (lr=3.1535e-04) (hash(x)=159001813)
+3310 train 3.957122 (lr=3.1211e-04) (hash(x)=149855896)
+3320 train 4.024250 (lr=3.0889e-04) (hash(x)=141107417)
+3330 train 3.916763 (lr=3.0570e-04) (hash(x)=149073289)
+3340 train 3.904666 (lr=3.0253e-04) (hash(x)=151668579)
+3350 train 4.000971 (lr=2.9938e-04) (hash(x)=173643651)
+3360 train 3.942657 (lr=2.9625e-04) (hash(x)=152242363)
+3370 train 4.052671 (lr=2.9316e-04) (hash(x)=151562166)
+3380 train 4.093901 (lr=2.9008e-04) (hash(x)=151581565)
+3390 train 4.119246 (lr=2.8703e-04) (hash(x)=141212401)
+3400 val loss 4.0557
+3400 val perplexity 57.7232
+3400 train 4.106876 (lr=2.8401e-04) (hash(x)=135183673)
+3410 train 4.051873 (lr=2.8101e-04) (hash(x)=165421497)
+3420 train 4.047119 (lr=2.7803e-04) (hash(x)=135505826)
+3430 train 4.070667 (lr=2.7508e-04) (hash(x)=145700270)
+3440 train 3.946532 (lr=2.7216e-04) (hash(x)=152515836)
+3450 train 4.077172 (lr=2.6926e-04) (hash(x)=149810888)
+3460 train 3.991472 (lr=2.6639e-04) (hash(x)=152352159)
+3470 train 4.102365 (lr=2.6354e-04) (hash(x)=153188532)
+3480 train 3.911688 (lr=2.6072e-04) (hash(x)=143030925)
+3490 train 3.974265 (lr=2.5793e-04) (hash(x)=146377314)
+3500 val loss 4.0483
+3500 val perplexity 57.3001
+3500 train 4.011786 (lr=2.5516e-04) (hash(x)=145858334)
+3510 train 4.021500 (lr=2.5242e-04) (hash(x)=140413285)
+3520 train 3.824435 (lr=2.4970e-04) (hash(x)=152355806)
+3530 train 3.927970 (lr=2.4702e-04) (hash(x)=161039622)
+3540 train 3.794086 (lr=2.4436e-04) (hash(x)=145875530)
+3550 train 3.714986 (lr=2.4173e-04) (hash(x)=152121088)
+3560 train 3.888797 (lr=2.3912e-04) (hash(x)=157278781)
+3570 train 4.001958 (lr=2.3654e-04) (hash(x)=174173723)
+3580 train 4.025462 (lr=2.3399e-04) (hash(x)=153900568)
+3590 train 4.086500 (lr=2.3147e-04) (hash(x)=149821849)
+3600 val loss 4.0388
+3600 val perplexity 56.7594
+3600 train 4.139464 (lr=2.2898e-04) (hash(x)=139218384)
+3610 train 3.998794 (lr=2.2651e-04) (hash(x)=140631585)
+3620 train 4.073269 (lr=2.2407e-04) (hash(x)=149050718)
+3630 train 4.052765 (lr=2.2167e-04) (hash(x)=156692726)
+3640 train 4.010030 (lr=2.1929e-04) (hash(x)=139322335)
+3650 train 4.099500 (lr=2.1693e-04) (hash(x)=149932950)
+3660 train 3.986239 (lr=2.1461e-04) (hash(x)=150054869)
+3670 train 3.955571 (lr=2.1232e-04) (hash(x)=159536042)
+3680 train 4.023818 (lr=2.1005e-04) (hash(x)=150125974)
+3690 train 3.967466 (lr=2.0782e-04) (hash(x)=147491471)
+3700 val loss 4.0319
+3700 val perplexity 56.3673
+3700 train 3.914078 (lr=2.0561e-04) (hash(x)=164791918)
+3710 train 4.003021 (lr=2.0344e-04) (hash(x)=154903363)
+3720 train 3.824463 (lr=2.0129e-04) (hash(x)=144773414)
+3730 train 3.808792 (lr=1.9917e-04) (hash(x)=150811300)
+3740 train 3.894309 (lr=1.9709e-04) (hash(x)=139704691)
+3750 train 3.809958 (lr=1.9503e-04) (hash(x)=149158040)
+3760 train 4.067762 (lr=1.9300e-04) (hash(x)=144392699)
+3770 train 4.045252 (lr=1.9101e-04) (hash(x)=145892447)
+3780 train 4.008160 (lr=1.8904e-04) (hash(x)=152909322)
+3790 train 4.058767 (lr=1.8711e-04) (hash(x)=142840107)
+3800 val loss 4.0218
+3800 val perplexity 55.8012
+3800 train 4.043006 (lr=1.8520e-04) (hash(x)=153669007)
+3810 train 3.973555 (lr=1.8333e-04) (hash(x)=163222094)
+3820 train 4.026102 (lr=1.8149e-04) (hash(x)=146535831)
+3830 train 3.950185 (lr=1.7967e-04) (hash(x)=146838204)
+3840 train 4.040135 (lr=1.7789e-04) (hash(x)=143898682)
+3850 train 3.988523 (lr=1.7614e-04) (hash(x)=160530792)
+3860 train 3.999667 (lr=1.7442e-04) (hash(x)=150523987)
+3870 train 3.956961 (lr=1.7274e-04) (hash(x)=150824699)
+3880 train 3.968313 (lr=1.7108e-04) (hash(x)=133425975)
+3890 train 4.097871 (lr=1.6946e-04) (hash(x)=140181774)
+3900 val loss 4.0191
+3900 val perplexity 55.6492
+3900 train 3.995764 (lr=1.6786e-04) (hash(x)=148206418)
+3910 train 3.926682 (lr=1.6630e-04) (hash(x)=145147878)
+3920 train 3.884958 (lr=1.6477e-04) (hash(x)=148302875)
+3930 train 3.892116 (lr=1.6328e-04) (hash(x)=151233666)
+3940 train 3.878435 (lr=1.6181e-04) (hash(x)=150629020)
+3950 train 3.873196 (lr=1.6038e-04) (hash(x)=158912397)
+3960 train 4.064729 (lr=1.5898e-04) (hash(x)=151226523)
+3970 train 4.104826 (lr=1.5761e-04) (hash(x)=158058808)
+3980 train 4.105172 (lr=1.5627e-04) (hash(x)=156692706)
+3990 train 4.028969 (lr=1.5497e-04) (hash(x)=168505851)
+4000 val loss 4.0123
+4000 val perplexity 55.2753
+4000 train 4.077477 (lr=1.5370e-04) (hash(x)=149296573)
+4010 train 3.924878 (lr=1.5246e-04) (hash(x)=180932838)
+4020 train 4.066677 (lr=1.5125e-04) (hash(x)=159234400)
+4030 train 3.945107 (lr=1.5008e-04) (hash(x)=141611733)
+4040 train 4.082750 (lr=1.4894e-04) (hash(x)=154160884)
+4050 train 4.017225 (lr=1.4783e-04) (hash(x)=151275031)
+4060 train 3.883554 (lr=1.4675e-04) (hash(x)=139772847)
+4070 train 3.873773 (lr=1.4571e-04) (hash(x)=147858808)
+4080 train 3.959400 (lr=1.4470e-04) (hash(x)=151808464)
+4090 train 4.087124 (lr=1.4373e-04) (hash(x)=136602254)
+4100 val loss 4.0086
+4100 val perplexity 55.0676
+4100 train 3.950099 (lr=1.4278e-04) (hash(x)=147779302)
+4110 train 3.893926 (lr=1.4187e-04) (hash(x)=155402005)
+4120 train 3.820303 (lr=1.4100e-04) (hash(x)=153020044)
+4130 train 3.922626 (lr=1.4015e-04) (hash(x)=132377576)
+4140 train 3.937971 (lr=1.3934e-04) (hash(x)=146920817)
+4150 train 4.000101 (lr=1.3857e-04) (hash(x)=163754570)
+4160 train 4.005728 (lr=1.3782e-04) (hash(x)=153950650)
+4170 train 3.898536 (lr=1.3712e-04) (hash(x)=126995123)
+4180 train 4.095392 (lr=1.3644e-04) (hash(x)=143060933)
+4190 train 4.097093 (lr=1.3580e-04) (hash(x)=156383960)
+4200 val loss 4.0039
+4200 val perplexity 54.8113
+4200 train 3.981920 (lr=1.3519e-04) (hash(x)=146024494)
+4210 train 3.969098 (lr=1.3461e-04) (hash(x)=145999484)
+4220 train 3.989855 (lr=1.3407e-04) (hash(x)=142228099)
+4230 train 4.091044 (lr=1.3356e-04) (hash(x)=145916043)
+4240 train 4.073423 (lr=1.3309e-04) (hash(x)=142443731)
+4250 train 4.044354 (lr=1.3265e-04) (hash(x)=167955144)
+4260 train 3.879480 (lr=1.3224e-04) (hash(x)=146210105)
+4270 train 3.980434 (lr=1.3187e-04) (hash(x)=152592455)
+4280 train 3.975655 (lr=1.3153e-04) (hash(x)=147241106)
+4290 train 3.879006 (lr=1.3123e-04) (hash(x)=143797512)
+4300 val loss 4.0017
+4300 val perplexity 54.6904
+4300 train 4.020705 (lr=1.3095e-04) (hash(x)=151764773)
+4310 train 4.024444 (lr=1.3072e-04) (hash(x)=147835320)
+4320 train 4.196402 (lr=1.3051e-04) (hash(x)=158566371)
+4330 train 3.949323 (lr=1.3034e-04) (hash(x)=139985797)
+4340 train 3.937892 (lr=1.3021e-04) (hash(x)=153707587)
+4350 train 3.989393 (lr=1.3011e-04) (hash(x)=156639133)
+4360 train 4.051330 (lr=1.3004e-04) (hash(x)=145986727)
+4370 train 4.066138 (lr=1.3000e-04) (hash(x)=142862019)
+4374 val loss 3.9954
+4374 val perplexity 54.3490

lr13e-4_total_batch_size122880_baseline_seed1339/model_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a129b050e927fe3966182890a13f527a79308ef7c9db2bd019261208b17a6e9e
+size 92843394

lr13e-4_total_batch_size122880_baseline_seed1339/optimizer_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195dcc960d52f65c793dcbc429e84e7b53032d88bd3cf8ddb6c9daef0ac9d0b9
+size 179406214