Upload folder using huggingface_hub

12_head_baseline_lr_25e-4_head_dim_22_fixed/args.json

@@ -0,0 +1 @@
+{"hellaswag": true, "attention_kind": "selective", "log_dir": "logs/repro_selective_pattern_rankings/12_head_baseline_lr_25e-4_head_dim_22_fixed", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 12, "n_embd": 264, "head_dim": 22, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 4375, "warmup_steps": 250, "group": "repro_selective_pattern_rankings", "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": 64, "total_batch_size": 131072, "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": 0.0025, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "12_head_baseline_lr_25e-4_fixed"}

12_head_baseline_lr_25e-4_head_dim_22_fixed/dataloader_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ec6682852ed60a9d42cb4047300f65a04f87328c0ad7a4516be84d11b28f216
+size 964

12_head_baseline_lr_25e-4_head_dim_22_fixed/log2.txt

@@ -0,0 +1,529 @@
+max_steps: 4375
+0 val loss 11.4043
+0 val perplexity 89707.0391
+0 train 11.388922 (lr=3.4965e-06) (hash(x)=93356070)
+10 train 10.091938 (lr=3.8462e-05) (hash(x)=91253010)
+20 train 9.566366 (lr=7.3427e-05) (hash(x)=74934453)
+30 train 8.940718 (lr=1.0839e-04) (hash(x)=79278034)
+40 train 8.181480 (lr=1.4336e-04) (hash(x)=80107892)
+50 train 7.767656 (lr=1.7832e-04) (hash(x)=70745428)
+60 train 7.758302 (lr=2.1329e-04) (hash(x)=80077589)
+70 train 7.446225 (lr=2.4825e-04) (hash(x)=76213766)
+80 train 7.441905 (lr=2.8322e-04) (hash(x)=83218328)
+90 train 7.244534 (lr=3.1818e-04) (hash(x)=74855845)
+100 val loss 7.1491
+100 val perplexity 1273.0051
+100 train 6.988572 (lr=3.5315e-04) (hash(x)=82814902)
+110 train 6.952920 (lr=3.8811e-04) (hash(x)=84907741)
+120 train 6.783826 (lr=4.2308e-04) (hash(x)=82613223)
+130 train 6.623692 (lr=4.5804e-04) (hash(x)=83540876)
+140 train 6.585614 (lr=4.9301e-04) (hash(x)=75095216)
+150 train 6.660504 (lr=5.2797e-04) (hash(x)=97190944)
+160 train 6.570115 (lr=5.6294e-04) (hash(x)=82117809)
+170 train 6.473680 (lr=5.9790e-04) (hash(x)=70514724)
+180 train 6.396311 (lr=6.3287e-04) (hash(x)=81029624)
+190 train 6.321274 (lr=6.6783e-04) (hash(x)=78996841)
+200 val loss 6.2460
+200 val perplexity 515.9409
+200 train 6.251741 (lr=7.0280e-04) (hash(x)=79845097)
+210 train 6.133491 (lr=7.3776e-04) (hash(x)=78997683)
+220 train 6.057427 (lr=7.7273e-04) (hash(x)=74895865)
+230 train 6.178236 (lr=8.0769e-04) (hash(x)=80933276)
+240 train 5.892378 (lr=8.4266e-04) (hash(x)=77664606)
+250 train 5.934065 (lr=8.7762e-04) (hash(x)=75903930)
+260 train 5.826718 (lr=9.1259e-04) (hash(x)=82996853)
+270 train 5.767688 (lr=9.4755e-04) (hash(x)=73269568)
+280 train 5.692712 (lr=9.8252e-04) (hash(x)=82906427)
+290 train 5.612326 (lr=1.0175e-03) (hash(x)=71797895)
+300 val loss 5.7717
+300 val perplexity 321.0679
+300 train 5.480511 (lr=1.0524e-03) (hash(x)=85232249)
+310 train 5.410742 (lr=1.0874e-03) (hash(x)=75252489)
+320 train 5.510778 (lr=1.1224e-03) (hash(x)=74394644)
+330 train 5.604581 (lr=1.1573e-03) (hash(x)=82772910)
+340 train 5.654929 (lr=1.1923e-03) (hash(x)=81627464)
+350 train 5.630037 (lr=1.2273e-03) (hash(x)=84678053)
+360 train 5.570426 (lr=1.2622e-03) (hash(x)=81884128)
+370 train 5.575796 (lr=1.2972e-03) (hash(x)=76379242)
+380 train 5.393479 (lr=1.3322e-03) (hash(x)=98182875)
+390 train 5.378513 (lr=1.3671e-03) (hash(x)=79710436)
+400 val loss 5.4224
+400 val perplexity 226.4287
+400 train 5.367092 (lr=1.4021e-03) (hash(x)=79841071)
+410 train 5.318703 (lr=1.4371e-03) (hash(x)=75844151)
+420 train 5.333406 (lr=1.4720e-03) (hash(x)=73125036)
+430 train 5.358259 (lr=1.5070e-03) (hash(x)=84214858)
+440 train 5.251061 (lr=1.5420e-03) (hash(x)=80456994)
+450 train 5.237456 (lr=1.5769e-03) (hash(x)=76735962)
+460 train 5.153664 (lr=1.6119e-03) (hash(x)=81845446)
+470 train 4.966374 (lr=1.6469e-03) (hash(x)=76094689)
+480 train 5.097123 (lr=1.6818e-03) (hash(x)=83806686)
+490 train 4.907626 (lr=1.7168e-03) (hash(x)=84690227)
+500 val loss 5.2571
+500 val perplexity 191.9149
+500 train 4.990450 (lr=1.7517e-03) (hash(x)=71851938)
+510 train 5.107912 (lr=1.7867e-03) (hash(x)=77159346)
+520 train 5.173186 (lr=1.8217e-03) (hash(x)=80755753)
+530 train 5.270996 (lr=1.8566e-03) (hash(x)=75379679)
+540 train 5.178167 (lr=1.8916e-03) (hash(x)=82458619)
+550 train 5.149359 (lr=1.9266e-03) (hash(x)=86366396)
+560 train 5.190310 (lr=1.9615e-03) (hash(x)=85095044)
+570 train 5.150440 (lr=1.9965e-03) (hash(x)=78385159)
+580 train 5.077712 (lr=2.0315e-03) (hash(x)=79342394)
+590 train 5.084577 (lr=2.0664e-03) (hash(x)=70782192)
+600 val loss 5.1211
+600 val perplexity 167.5230
+600 train 5.095017 (lr=2.1014e-03) (hash(x)=76130353)
+610 train 5.005000 (lr=2.1364e-03) (hash(x)=74778440)
+620 train 4.968255 (lr=2.1713e-03) (hash(x)=79129709)
+630 train 4.865604 (lr=2.2063e-03) (hash(x)=76469962)
+640 train 4.856482 (lr=2.2413e-03) (hash(x)=78288049)
+650 train 4.821362 (lr=2.2762e-03) (hash(x)=76641388)
+660 train 4.749958 (lr=2.3112e-03) (hash(x)=75937906)
+670 train 4.730556 (lr=2.3462e-03) (hash(x)=74807157)
+680 train 4.625620 (lr=2.3811e-03) (hash(x)=77490144)
+690 train 4.669048 (lr=2.4161e-03) (hash(x)=72900124)
+700 val loss 4.9397
+700 val perplexity 139.7256
+700 train 4.643094 (lr=2.4510e-03) (hash(x)=73424218)
+710 train 4.916427 (lr=2.4860e-03) (hash(x)=86052345)
+720 train 4.901440 (lr=2.5000e-03) (hash(x)=77462613)
+730 train 4.892340 (lr=2.4999e-03) (hash(x)=79027471)
+740 train 4.843719 (lr=2.4997e-03) (hash(x)=78149992)
+750 train 4.795235 (lr=2.4995e-03) (hash(x)=89147499)
+760 train 4.827475 (lr=2.4992e-03) (hash(x)=74931538)
+770 train 4.770164 (lr=2.4987e-03) (hash(x)=89648204)
+780 train 4.820521 (lr=2.4982e-03) (hash(x)=83708293)
+790 train 4.808646 (lr=2.4977e-03) (hash(x)=84336512)
+800 val loss 4.7862
+800 val perplexity 119.8492
+800 train 4.704918 (lr=2.4970e-03) (hash(x)=75025285)
+810 train 4.644829 (lr=2.4963e-03) (hash(x)=79436536)
+820 train 4.625872 (lr=2.4954e-03) (hash(x)=90467390)
+830 train 4.660602 (lr=2.4945e-03) (hash(x)=77292020)
+840 train 4.592151 (lr=2.4935e-03) (hash(x)=75568927)
+850 train 4.614832 (lr=2.4925e-03) (hash(x)=79671781)
+860 train 4.700879 (lr=2.4913e-03) (hash(x)=84280943)
+870 train 4.687429 (lr=2.4901e-03) (hash(x)=80901294)
+880 train 4.797977 (lr=2.4887e-03) (hash(x)=81437584)
+890 train 4.652145 (lr=2.4873e-03) (hash(x)=73893778)
+900 val loss 4.6817
+900 val perplexity 107.9544
+900 train 4.616809 (lr=2.4858e-03) (hash(x)=74987794)
+910 train 4.627005 (lr=2.4843e-03) (hash(x)=93721374)
+920 train 4.612716 (lr=2.4826e-03) (hash(x)=79149678)
+930 train 4.568168 (lr=2.4809e-03) (hash(x)=83179387)
+940 train 4.568726 (lr=2.4791e-03) (hash(x)=89009978)
+950 train 4.560432 (lr=2.4772e-03) (hash(x)=76483735)
+960 train 4.480444 (lr=2.4752e-03) (hash(x)=78638850)
+970 train 4.517279 (lr=2.4732e-03) (hash(x)=90415206)
+980 train 4.464985 (lr=2.4710e-03) (hash(x)=90819195)
+990 train 4.593828 (lr=2.4688e-03) (hash(x)=85938852)
+1000 val loss 4.5743
+1000 val perplexity 96.9607
+1000 train 4.614430 (lr=2.4665e-03) (hash(x)=82436789)
+1010 train 4.685489 (lr=2.4641e-03) (hash(x)=63022149)
+1020 train 4.596513 (lr=2.4617e-03) (hash(x)=83501199)
+1030 train 4.570286 (lr=2.4591e-03) (hash(x)=77093326)
+1040 train 4.455762 (lr=2.4565e-03) (hash(x)=73437559)
+1050 train 4.538451 (lr=2.4538e-03) (hash(x)=84550388)
+1060 train 4.541142 (lr=2.4510e-03) (hash(x)=86184566)
+1070 train 4.533621 (lr=2.4482e-03) (hash(x)=85644922)
+1080 train 4.468680 (lr=2.4452e-03) (hash(x)=86179801)
+1090 train 4.441399 (lr=2.4422e-03) (hash(x)=82868303)
+1100 val loss 4.5148
+1100 val perplexity 91.3556
+1100 train 4.531556 (lr=2.4391e-03) (hash(x)=96780388)
+1110 train 4.480387 (lr=2.4360e-03) (hash(x)=87223122)
+1120 train 4.452402 (lr=2.4327e-03) (hash(x)=77292786)
+1130 train 4.472954 (lr=2.4294e-03) (hash(x)=88761375)
+1140 train 4.381264 (lr=2.4260e-03) (hash(x)=80956468)
+1150 train 4.554913 (lr=2.4225e-03) (hash(x)=84725462)
+1160 train 4.539227 (lr=2.4189e-03) (hash(x)=76098113)
+1170 train 4.514234 (lr=2.4153e-03) (hash(x)=84387685)
+1180 train 4.461565 (lr=2.4116e-03) (hash(x)=76120321)
+1190 train 4.421763 (lr=2.4078e-03) (hash(x)=85974065)
+1200 val loss 4.4434
+1200 val perplexity 85.0654
+1200 train 4.331007 (lr=2.4039e-03) (hash(x)=79340644)
+1210 train 4.422689 (lr=2.4000e-03) (hash(x)=88345025)
+1220 train 4.325808 (lr=2.3960e-03) (hash(x)=86406230)
+1230 train 4.319077 (lr=2.3919e-03) (hash(x)=80608975)
+1240 train 4.381937 (lr=2.3877e-03) (hash(x)=81635225)
+1250 train 4.213146 (lr=2.3834e-03) (hash(x)=82126376)
+1260 train 4.389433 (lr=2.3791e-03) (hash(x)=83737972)
+1270 train 4.300915 (lr=2.3747e-03) (hash(x)=81132345)
+1280 train 4.392656 (lr=2.3703e-03) (hash(x)=85850404)
+1290 train 4.394496 (lr=2.3657e-03) (hash(x)=83490640)
+1300 val loss 4.4021
+1300 val perplexity 81.6201
+1300 train 4.371149 (lr=2.3611e-03) (hash(x)=77545187)
+1310 train 4.423258 (lr=2.3564e-03) (hash(x)=86412685)
+1320 train 4.319774 (lr=2.3517e-03) (hash(x)=86429640)
+1330 train 4.451466 (lr=2.3469e-03) (hash(x)=79645281)
+1340 train 4.409052 (lr=2.3420e-03) (hash(x)=82668541)
+1350 train 4.278049 (lr=2.3370e-03) (hash(x)=73627248)
+1360 train 4.375099 (lr=2.3319e-03) (hash(x)=74845133)
+1370 train 4.284807 (lr=2.3268e-03) (hash(x)=77850497)
+1380 train 4.307235 (lr=2.3216e-03) (hash(x)=76143954)
+1390 train 4.311766 (lr=2.3164e-03) (hash(x)=80675544)
+1400 val loss 4.3814
+1400 val perplexity 79.9532
+1400 train 4.293755 (lr=2.3111e-03) (hash(x)=76010938)
+1410 train 4.339595 (lr=2.3057e-03) (hash(x)=81260300)
+1420 train 4.458948 (lr=2.3002e-03) (hash(x)=83803629)
+1430 train 4.279525 (lr=2.2947e-03) (hash(x)=83840110)
+1440 train 4.478382 (lr=2.2891e-03) (hash(x)=97711831)
+1450 train 4.349561 (lr=2.2834e-03) (hash(x)=81110139)
+1460 train 4.274888 (lr=2.2777e-03) (hash(x)=90942839)
+1470 train 4.309854 (lr=2.2719e-03) (hash(x)=80721564)
+1480 train 4.408832 (lr=2.2661e-03) (hash(x)=77852059)
+1490 train 4.309026 (lr=2.2601e-03) (hash(x)=80011365)
+1500 val loss 4.3429
+1500 val perplexity 76.9276
+1500 train 4.334823 (lr=2.2541e-03) (hash(x)=84496142)
+1510 train 4.267076 (lr=2.2481e-03) (hash(x)=70186729)
+1520 train 4.294215 (lr=2.2420e-03) (hash(x)=74854227)
+1530 train 4.200268 (lr=2.2358e-03) (hash(x)=77468161)
+1540 train 4.209461 (lr=2.2295e-03) (hash(x)=87853059)
+1550 train 4.151201 (lr=2.2232e-03) (hash(x)=71225436)
+1560 train 4.249141 (lr=2.2168e-03) (hash(x)=84072783)
+1570 train 4.304510 (lr=2.2104e-03) (hash(x)=72723098)
+1580 train 4.313807 (lr=2.2039e-03) (hash(x)=90409866)
+1590 train 4.389756 (lr=2.1973e-03) (hash(x)=87481378)
+1600 val loss 4.3147
+1600 val perplexity 74.7883
+1600 train 4.374784 (lr=2.1907e-03) (hash(x)=77643862)
+1610 train 4.259751 (lr=2.1840e-03) (hash(x)=88862575)
+1620 train 4.275518 (lr=2.1773e-03) (hash(x)=84612581)
+1630 train 4.310367 (lr=2.1705e-03) (hash(x)=87075989)
+1640 train 4.195184 (lr=2.1636e-03) (hash(x)=88277361)
+1650 train 4.313665 (lr=2.1567e-03) (hash(x)=78750236)
+1660 train 4.231048 (lr=2.1497e-03) (hash(x)=82604581)
+1670 train 4.079371 (lr=2.1427e-03) (hash(x)=68482265)
+1680 train 4.197592 (lr=2.1356e-03) (hash(x)=75088835)
+1690 train 4.143118 (lr=2.1285e-03) (hash(x)=66060989)
+1700 val loss 4.3196
+1700 val perplexity 75.1622
+1700 train 4.310461 (lr=2.1213e-03) (hash(x)=79986754)
+1710 train 4.294552 (lr=2.1140e-03) (hash(x)=83657930)
+1720 train 4.239735 (lr=2.1067e-03) (hash(x)=81754135)
+1730 train 4.323257 (lr=2.0994e-03) (hash(x)=78904427)
+1740 train 4.227790 (lr=2.0920e-03) (hash(x)=85920177)
+1750 train 4.279307 (lr=2.0845e-03) (hash(x)=86573211)
+1760 train 4.231834 (lr=2.0770e-03) (hash(x)=81737128)
+1770 train 4.222325 (lr=2.0694e-03) (hash(x)=77400968)
+1780 train 4.236928 (lr=2.0618e-03) (hash(x)=73545497)
+1790 train 4.482675 (lr=2.0541e-03) (hash(x)=71641943)
+1800 val loss 4.2716
+1800 val perplexity 71.6386
+1800 train 4.334870 (lr=2.0464e-03) (hash(x)=87819781)
+1810 train 4.191759 (lr=2.0386e-03) (hash(x)=86870770)
+1820 train 4.201089 (lr=2.0308e-03) (hash(x)=82522211)
+1830 train 4.288975 (lr=2.0229e-03) (hash(x)=61947437)
+1840 train 4.161946 (lr=2.0150e-03) (hash(x)=79865406)
+1850 train 4.133183 (lr=2.0070e-03) (hash(x)=79828721)
+1860 train 4.272957 (lr=1.9990e-03) (hash(x)=80869571)
+1870 train 4.259056 (lr=1.9910e-03) (hash(x)=73780971)
+1880 train 4.222263 (lr=1.9829e-03) (hash(x)=79249549)
+1890 train 4.280668 (lr=1.9747e-03) (hash(x)=81041904)
+1900 val loss 4.2519
+1900 val perplexity 70.2354
+1900 train 4.353182 (lr=1.9665e-03) (hash(x)=82456430)
+1910 train 4.116021 (lr=1.9583e-03) (hash(x)=82222135)
+1920 train 4.149905 (lr=1.9500e-03) (hash(x)=70033249)
+1930 train 4.136928 (lr=1.9417e-03) (hash(x)=72887360)
+1940 train 4.184105 (lr=1.9333e-03) (hash(x)=83251100)
+1950 train 4.226418 (lr=1.9249e-03) (hash(x)=79660266)
+1960 train 4.103600 (lr=1.9165e-03) (hash(x)=78919068)
+1970 train 4.201706 (lr=1.9080e-03) (hash(x)=94690431)
+1980 train 4.044730 (lr=1.8995e-03) (hash(x)=88153756)
+1990 train 4.092199 (lr=1.8909e-03) (hash(x)=77195688)
+2000 val loss 4.2283
+2000 val perplexity 68.5972
+2000 train 4.190606 (lr=1.8823e-03) (hash(x)=81308591)
+2010 train 4.242620 (lr=1.8737e-03) (hash(x)=80205479)
+2020 train 4.154243 (lr=1.8650e-03) (hash(x)=81008704)
+2030 train 4.221318 (lr=1.8563e-03) (hash(x)=82914358)
+2040 train 4.232865 (lr=1.8475e-03) (hash(x)=88064399)
+2050 train 4.235703 (lr=1.8387e-03) (hash(x)=82889390)
+2060 train 4.312901 (lr=1.8299e-03) (hash(x)=80913554)
+2070 train 4.144819 (lr=1.8211e-03) (hash(x)=78121791)
+2080 train 4.282660 (lr=1.8122e-03) (hash(x)=75356657)
+2090 train 4.108078 (lr=1.8033e-03) (hash(x)=74048412)
+2100 val loss 4.2060
+2100 val perplexity 67.0881
+2100 train 4.028151 (lr=1.7943e-03) (hash(x)=68928225)
+2110 train 4.081586 (lr=1.7854e-03) (hash(x)=93734745)
+2120 train 4.078258 (lr=1.7764e-03) (hash(x)=72878164)
+2130 train 4.211380 (lr=1.7673e-03) (hash(x)=71508226)
+2140 train 4.171084 (lr=1.7583e-03) (hash(x)=84168671)
+2150 train 4.099793 (lr=1.7492e-03) (hash(x)=74673639)
+2160 train 4.252820 (lr=1.7400e-03) (hash(x)=75470031)
+2170 train 4.206608 (lr=1.7309e-03) (hash(x)=74307890)
+2180 train 4.322135 (lr=1.7217e-03) (hash(x)=77214245)
+2190 train 4.105399 (lr=1.7125e-03) (hash(x)=88628359)
+2200 val loss 4.1833
+2200 val perplexity 65.5842
+2200 train 4.117539 (lr=1.7033e-03) (hash(x)=74779126)
+2210 train 4.158056 (lr=1.6941e-03) (hash(x)=79817976)
+2220 train 4.112379 (lr=1.6848e-03) (hash(x)=75258996)
+2230 train 4.083318 (lr=1.6755e-03) (hash(x)=88164047)
+2240 train 4.068811 (lr=1.6662e-03) (hash(x)=78580686)
+2250 train 4.005162 (lr=1.6568e-03) (hash(x)=76510617)
+2260 train 4.083836 (lr=1.6475e-03) (hash(x)=76043966)
+2270 train 4.062353 (lr=1.6381e-03) (hash(x)=73062098)
+2280 train 4.286774 (lr=1.6287e-03) (hash(x)=81885909)
+2290 train 4.223174 (lr=1.6193e-03) (hash(x)=81481741)
+2300 val loss 4.1627
+2300 val perplexity 64.2464
+2300 train 4.085193 (lr=1.6098e-03) (hash(x)=82104275)
+2310 train 4.129548 (lr=1.6004e-03) (hash(x)=82137309)
+2320 train 4.108154 (lr=1.5909e-03) (hash(x)=86741167)
+2330 train 4.118347 (lr=1.5814e-03) (hash(x)=84796263)
+2340 train 4.090961 (lr=1.5719e-03) (hash(x)=169966529)
+2350 train 3.972981 (lr=1.5624e-03) (hash(x)=80006061)
+2360 train 4.028340 (lr=1.5529e-03) (hash(x)=71090999)
+2370 train 4.160749 (lr=1.5434e-03) (hash(x)=86641850)
+2380 train 4.057519 (lr=1.5338e-03) (hash(x)=84573253)
+2390 train 4.094037 (lr=1.5242e-03) (hash(x)=74483764)
+2400 val loss 4.1554
+2400 val perplexity 63.7806
+2400 train 4.062446 (lr=1.5147e-03) (hash(x)=78327659)
+2410 train 4.126875 (lr=1.5051e-03) (hash(x)=77273627)
+2420 train 3.991289 (lr=1.4955e-03) (hash(x)=76938049)
+2430 train 3.995062 (lr=1.4859e-03) (hash(x)=98449442)
+2440 train 3.854595 (lr=1.4763e-03) (hash(x)=78157797)
+2450 train 3.897134 (lr=1.4666e-03) (hash(x)=80637582)
+2460 train 3.886410 (lr=1.4570e-03) (hash(x)=80023854)
+2470 train 3.944814 (lr=1.4474e-03) (hash(x)=86678884)
+2480 train 4.170742 (lr=1.4377e-03) (hash(x)=84086469)
+2490 train 4.194137 (lr=1.4281e-03) (hash(x)=83131141)
+2500 val loss 4.1302
+2500 val perplexity 62.1918
+2500 train 4.107495 (lr=1.4184e-03) (hash(x)=82583497)
+2510 train 4.170167 (lr=1.4088e-03) (hash(x)=79164326)
+2520 train 4.077123 (lr=1.3991e-03) (hash(x)=76456503)
+2530 train 4.135890 (lr=1.3895e-03) (hash(x)=82001228)
+2540 train 4.171318 (lr=1.3798e-03) (hash(x)=75615595)
+2550 train 4.115598 (lr=1.3702e-03) (hash(x)=78397869)
+2560 train 4.117532 (lr=1.3605e-03) (hash(x)=75547032)
+2570 train 4.030212 (lr=1.3509e-03) (hash(x)=89201025)
+2580 train 4.016969 (lr=1.3412e-03) (hash(x)=89856704)
+2590 train 4.028861 (lr=1.3316e-03) (hash(x)=82175682)
+2600 val loss 4.1159
+2600 val perplexity 61.3101
+2600 train 4.032916 (lr=1.3219e-03) (hash(x)=78312826)
+2610 train 4.028169 (lr=1.3123e-03) (hash(x)=77066588)
+2620 train 3.868958 (lr=1.3026e-03) (hash(x)=78666061)
+2630 train 3.865645 (lr=1.2930e-03) (hash(x)=93762143)
+2640 train 3.881858 (lr=1.2834e-03) (hash(x)=83191587)
+2650 train 3.807027 (lr=1.2737e-03) (hash(x)=87169585)
+2660 train 4.022814 (lr=1.2641e-03) (hash(x)=86426388)
+2670 train 4.158422 (lr=1.2545e-03) (hash(x)=76692638)
+2680 train 4.069583 (lr=1.2449e-03) (hash(x)=77446063)
+2690 train 4.072866 (lr=1.2353e-03) (hash(x)=79809050)
+2700 val loss 4.1070
+2700 val perplexity 60.7624
+2700 train 3.998014 (lr=1.2258e-03) (hash(x)=83116823)
+2710 train 4.114951 (lr=1.2162e-03) (hash(x)=75622148)
+2720 train 4.040291 (lr=1.2066e-03) (hash(x)=80690512)
+2730 train 4.111761 (lr=1.1971e-03) (hash(x)=78009984)
+2740 train 4.065063 (lr=1.1876e-03) (hash(x)=74205488)
+2750 train 4.069279 (lr=1.1781e-03) (hash(x)=91013332)
+2760 train 3.992820 (lr=1.1686e-03) (hash(x)=76954961)
+2770 train 3.998701 (lr=1.1591e-03) (hash(x)=79390317)
+2780 train 3.872392 (lr=1.1496e-03) (hash(x)=70168783)
+2790 train 4.032706 (lr=1.1402e-03) (hash(x)=76028417)
+2800 val loss 4.0878
+2800 val perplexity 59.6094
+2800 train 3.859599 (lr=1.1307e-03) (hash(x)=77656050)
+2810 train 3.905592 (lr=1.1213e-03) (hash(x)=94248216)
+2820 train 3.968545 (lr=1.1119e-03) (hash(x)=78305078)
+2830 train 3.881601 (lr=1.1025e-03) (hash(x)=79948848)
+2840 train 3.745872 (lr=1.0932e-03) (hash(x)=85341024)
+2850 train 4.055525 (lr=1.0838e-03) (hash(x)=78735170)
+2860 train 4.305941 (lr=1.0745e-03) (hash(x)=71616419)
+2870 train 4.077571 (lr=1.0652e-03) (hash(x)=78656517)
+2880 train 4.089402 (lr=1.0559e-03) (hash(x)=80073987)
+2890 train 4.019093 (lr=1.0467e-03) (hash(x)=76894809)
+2900 val loss 4.0640
+2900 val perplexity 58.2050
+2900 train 3.999931 (lr=1.0375e-03) (hash(x)=80499838)
+2910 train 4.046417 (lr=1.0283e-03) (hash(x)=72673354)
+2920 train 4.026885 (lr=1.0191e-03) (hash(x)=84265768)
+2930 train 4.056563 (lr=1.0100e-03) (hash(x)=79612060)
+2940 train 3.912519 (lr=1.0008e-03) (hash(x)=74970087)
+2950 train 4.067937 (lr=9.9174e-04) (hash(x)=84166818)
+2960 train 4.059937 (lr=9.8268e-04) (hash(x)=89410221)
+2970 train 3.996826 (lr=9.7364e-04) (hash(x)=75672566)
+2980 train 3.852962 (lr=9.6463e-04) (hash(x)=81760314)
+2990 train 3.825138 (lr=9.5566e-04) (hash(x)=80605200)
+3000 val loss 4.0617
+3000 val perplexity 58.0734
+3000 train 3.820753 (lr=9.4671e-04) (hash(x)=83804735)
+3010 train 3.749279 (lr=9.3780e-04) (hash(x)=77015303)
+3020 train 3.817938 (lr=9.2892e-04) (hash(x)=81464523)
+3030 train 4.014338 (lr=9.2007e-04) (hash(x)=80168230)
+3040 train 3.959165 (lr=9.1125e-04) (hash(x)=84817006)
+3050 train 4.064665 (lr=9.0247e-04) (hash(x)=71601811)
+3060 train 3.982501 (lr=8.9373e-04) (hash(x)=85499733)
+3070 train 4.042049 (lr=8.8502e-04) (hash(x)=78670408)
+3080 train 3.936097 (lr=8.7634e-04) (hash(x)=77120468)
+3090 train 4.041956 (lr=8.6771e-04) (hash(x)=77927426)
+3100 val loss 4.0409
+3100 val perplexity 56.8759
+3100 train 4.056437 (lr=8.5911e-04) (hash(x)=83998606)
+3110 train 3.957352 (lr=8.5054e-04) (hash(x)=77990218)
+3120 train 3.870935 (lr=8.4202e-04) (hash(x)=81623970)
+3130 train 3.842823 (lr=8.3353e-04) (hash(x)=75014781)
+3140 train 3.901370 (lr=8.2509e-04) (hash(x)=72591250)
+3150 train 3.909689 (lr=8.1669e-04) (hash(x)=81421847)
+3160 train 3.957351 (lr=8.0832e-04) (hash(x)=75112631)
+3170 train 4.057568 (lr=8.0000e-04) (hash(x)=87518033)
+3180 train 3.904346 (lr=7.9172e-04) (hash(x)=78648348)
+3190 train 4.022759 (lr=7.8349e-04) (hash(x)=78270029)
+3200 val loss 4.0208
+3200 val perplexity 55.7464
+3200 train 4.094899 (lr=7.7530e-04) (hash(x)=83380714)
+3210 train 4.277036 (lr=7.6715e-04) (hash(x)=67804991)
+3220 train 4.008252 (lr=7.5905e-04) (hash(x)=76968804)
+3230 train 3.938192 (lr=7.5099e-04) (hash(x)=75798670)
+3240 train 4.015611 (lr=7.4298e-04) (hash(x)=83192811)
+3250 train 3.953701 (lr=7.3501e-04) (hash(x)=81659789)
+3260 train 3.997344 (lr=7.2709e-04) (hash(x)=80622502)
+3270 train 3.970113 (lr=7.1922e-04) (hash(x)=85436511)
+3280 train 3.908877 (lr=7.1140e-04) (hash(x)=80589180)
+3290 train 4.046679 (lr=7.0363e-04) (hash(x)=85747193)
+3300 val loss 4.0184
+3300 val perplexity 55.6148
+3300 train 3.917713 (lr=6.9590e-04) (hash(x)=74635692)
+3310 train 3.901635 (lr=6.8823e-04) (hash(x)=82045455)
+3320 train 3.769691 (lr=6.8061e-04) (hash(x)=73249173)
+3330 train 3.729814 (lr=6.7303e-04) (hash(x)=71492338)
+3340 train 4.064158 (lr=6.6551e-04) (hash(x)=76374071)
+3350 train 4.036660 (lr=6.5805e-04) (hash(x)=80474064)
+3360 train 3.945580 (lr=6.5063e-04) (hash(x)=84390892)
+3370 train 3.988594 (lr=6.4327e-04) (hash(x)=83399949)
+3380 train 4.039264 (lr=6.3596e-04) (hash(x)=77648059)
+3390 train 4.013268 (lr=6.2871e-04) (hash(x)=80152701)
+3400 val loss 3.9962
+3400 val perplexity 54.3912
+3400 train 4.065991 (lr=6.2151e-04) (hash(x)=81952545)
+3410 train 4.020948 (lr=6.1437e-04) (hash(x)=80908993)
+3420 train 4.063770 (lr=6.0728e-04) (hash(x)=79610037)
+3430 train 3.935652 (lr=6.0025e-04) (hash(x)=87624382)
+3440 train 3.988576 (lr=5.9328e-04) (hash(x)=82336381)
+3450 train 3.966711 (lr=5.8636e-04) (hash(x)=87687835)
+3460 train 3.969498 (lr=5.7950e-04) (hash(x)=76376135)
+3470 train 3.876685 (lr=5.7271e-04) (hash(x)=79331391)
+3480 train 3.786352 (lr=5.6597e-04) (hash(x)=107002681)
+3490 train 3.865254 (lr=5.5929e-04) (hash(x)=77465514)
+3500 val loss 3.9933
+3500 val perplexity 54.2329
+3500 train 3.825722 (lr=5.5267e-04) (hash(x)=88237229)
+3510 train 3.898677 (lr=5.4611e-04) (hash(x)=81011739)
+3520 train 3.947072 (lr=5.3961e-04) (hash(x)=64643427)
+3530 train 4.224852 (lr=5.3317e-04) (hash(x)=78029539)
+3540 train 4.054970 (lr=5.2680e-04) (hash(x)=83188968)
+3550 train 4.075386 (lr=5.2048e-04) (hash(x)=86104185)
+3560 train 3.993020 (lr=5.1424e-04) (hash(x)=81993629)
+3570 train 3.967967 (lr=5.0805e-04) (hash(x)=72719368)
+3580 train 3.976884 (lr=5.0193e-04) (hash(x)=90091487)
+3590 train 3.864897 (lr=4.9587e-04) (hash(x)=77393152)
+3600 val loss 3.9733
+3600 val perplexity 53.1623
+3600 train 3.974158 (lr=4.8988e-04) (hash(x)=73103504)
+3610 train 3.983311 (lr=4.8395e-04) (hash(x)=84429400)
+3620 train 3.953668 (lr=4.7809e-04) (hash(x)=77021795)
+3630 train 3.908778 (lr=4.7229e-04) (hash(x)=92830605)
+3640 train 4.104006 (lr=4.6656e-04) (hash(x)=78313175)
+3650 train 3.905580 (lr=4.6090e-04) (hash(x)=85395549)
+3660 train 3.699963 (lr=4.5530e-04) (hash(x)=78114459)
+3670 train 3.828334 (lr=4.4978e-04) (hash(x)=74968316)
+3680 train 3.753552 (lr=4.4432e-04) (hash(x)=73358737)
+3690 train 3.856151 (lr=4.3893e-04) (hash(x)=76399442)
+3700 val loss 3.9746
+3700 val perplexity 53.2277
+3700 train 3.857806 (lr=4.3360e-04) (hash(x)=74039273)
+3710 train 4.036342 (lr=4.2835e-04) (hash(x)=79299680)
+3720 train 3.946940 (lr=4.2317e-04) (hash(x)=94701498)
+3730 train 4.029010 (lr=4.1806e-04) (hash(x)=75352071)
+3740 train 3.907064 (lr=4.1302e-04) (hash(x)=77909487)
+3750 train 4.016834 (lr=4.0804e-04) (hash(x)=73986730)
+3760 train 3.970569 (lr=4.0314e-04) (hash(x)=79325763)
+3770 train 4.018567 (lr=3.9832e-04) (hash(x)=72457818)
+3780 train 4.146557 (lr=3.9356e-04) (hash(x)=71775590)
+3790 train 4.031501 (lr=3.8888e-04) (hash(x)=82638943)
+3800 val loss 3.9566
+3800 val perplexity 52.2792
+3800 train 4.011085 (lr=3.8426e-04) (hash(x)=79965893)
+3810 train 3.943778 (lr=3.7973e-04) (hash(x)=72598235)
+3820 train 3.929773 (lr=3.7526e-04) (hash(x)=83113889)
+3830 train 3.990464 (lr=3.7087e-04) (hash(x)=74434590)
+3840 train 3.901638 (lr=3.6655e-04) (hash(x)=82860348)
+3850 train 3.842507 (lr=3.6231e-04) (hash(x)=78067565)
+3860 train 3.910461 (lr=3.5814e-04) (hash(x)=82592498)
+3870 train 3.841162 (lr=3.5405e-04) (hash(x)=81820733)
+3880 train 3.858931 (lr=3.5003e-04) (hash(x)=87709040)
+3890 train 3.903772 (lr=3.4609e-04) (hash(x)=70379093)
+3900 val loss 3.9505
+3900 val perplexity 51.9632
+3900 train 4.027209 (lr=3.4222e-04) (hash(x)=76597431)
+3910 train 3.908327 (lr=3.3843e-04) (hash(x)=90490716)
+3920 train 4.019783 (lr=3.3471e-04) (hash(x)=81970659)
+3930 train 3.999418 (lr=3.3108e-04) (hash(x)=81496334)
+3940 train 3.975254 (lr=3.2752e-04) (hash(x)=75717605)
+3950 train 3.924225 (lr=3.2403e-04) (hash(x)=82749357)
+3960 train 3.949820 (lr=3.2063e-04) (hash(x)=89355157)
+3970 train 3.906679 (lr=3.1730e-04) (hash(x)=78980403)
+3980 train 3.880381 (lr=3.1405e-04) (hash(x)=76627217)
+3990 train 3.884381 (lr=3.1087e-04) (hash(x)=72412879)
+4000 val loss 3.9451
+4000 val perplexity 51.6834
+4000 train 3.897163 (lr=3.0778e-04) (hash(x)=83018142)
+4010 train 3.912729 (lr=3.0476e-04) (hash(x)=81272436)
+4020 train 3.840531 (lr=3.0183e-04) (hash(x)=85497482)
+4030 train 3.911720 (lr=2.9897e-04) (hash(x)=85241734)
+4040 train 3.875229 (lr=2.9619e-04) (hash(x)=77925307)
+4050 train 3.880402 (lr=2.9349e-04) (hash(x)=84826179)
+4060 train 3.937480 (lr=2.9087e-04) (hash(x)=83606764)
+4070 train 3.845355 (lr=2.8833e-04) (hash(x)=80567590)
+4080 train 3.900438 (lr=2.8587e-04) (hash(x)=76860998)
+4090 train 3.933043 (lr=2.8350e-04) (hash(x)=74902328)
+4100 val loss 3.9329
+4100 val perplexity 51.0568
+4100 train 3.978987 (lr=2.8120e-04) (hash(x)=82832041)
+4110 train 3.858107 (lr=2.7898e-04) (hash(x)=79143262)
+4120 train 3.888119 (lr=2.7684e-04) (hash(x)=77038149)
+4130 train 4.064957 (lr=2.7479e-04) (hash(x)=86339074)
+4140 train 4.137596 (lr=2.7281e-04) (hash(x)=76686216)
+4150 train 3.909303 (lr=2.7092e-04) (hash(x)=70522682)
+4160 train 3.870981 (lr=2.6910e-04) (hash(x)=90958555)
+4170 train 3.896600 (lr=2.6737e-04) (hash(x)=91463532)
+4180 train 3.888387 (lr=2.6572e-04) (hash(x)=81959329)
+4190 train 3.841862 (lr=2.6415e-04) (hash(x)=83146752)
+4200 val loss 3.9355
+4200 val perplexity 51.1868
+4200 train 3.826995 (lr=2.6267e-04) (hash(x)=78361715)
+4210 train 3.973566 (lr=2.6126e-04) (hash(x)=87364889)
+4220 train 3.831426 (lr=2.5994e-04) (hash(x)=70465156)
+4230 train 3.985258 (lr=2.5870e-04) (hash(x)=84524081)
+4240 train 3.935690 (lr=2.5754e-04) (hash(x)=77824868)
+4250 train 3.946224 (lr=2.5647e-04) (hash(x)=81710711)
+4260 train 3.934658 (lr=2.5548e-04) (hash(x)=76362728)
+4270 train 3.924897 (lr=2.5457e-04) (hash(x)=83115208)
+4280 train 3.837732 (lr=2.5374e-04) (hash(x)=87218314)
+4290 train 3.997554 (lr=2.5299e-04) (hash(x)=74582673)
+4300 val loss 3.9300
+4300 val perplexity 50.9092
+4300 train 3.872051 (lr=2.5233e-04) (hash(x)=77379615)
+4310 train 3.846852 (lr=2.5175e-04) (hash(x)=78669579)
+4320 train 3.963589 (lr=2.5125e-04) (hash(x)=83066608)
+4330 train 3.928256 (lr=2.5084e-04) (hash(x)=83037340)
+4340 train 3.964064 (lr=2.5051e-04) (hash(x)=82849771)
+4350 train 3.899836 (lr=2.5026e-04) (hash(x)=76693985)
+4360 train 3.991380 (lr=2.5009e-04) (hash(x)=77745394)
+4370 train 3.953964 (lr=2.5001e-04) (hash(x)=79954388)
+4374 val loss 3.9237
+4374 val perplexity 50.5886

12_head_baseline_lr_25e-4_head_dim_22_fixed/model_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:737828245bd17af4e09dc6a15699e002d1da4b14f3613638fa4a21a0900da372
+size 96858242

12_head_baseline_lr_25e-4_head_dim_22_fixed/optimizer_04374.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed8a2d69f0c513df226046cd28ca6ed3faff48df7ac29604f6d381f8e03cb654
+size 187435910