WP28: valid-worker-only variants, robust baselines under failed local fits, pseudo-true target for misspecified designs, benchmark launcher fixes, Lean docs
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
82 changed files +19,269 −448
modified
experiments/EXPERIMENT_MANIFEST.csv
+15 −0
@@ -32,6 +32,13 @@ exp_p1_N262144_K32768,63bdb07,3.14.4,2.4.4,,6502579563820440675,262144,32768,8,1 | ||
| 32 | 32 | exp_p1_N262144_K4096,63bdb07,3.14.4,2.4.4,,4842079901205516085,262144,4096,64,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,62.5,0,in-memory (no network),completed,629ce95b7b2ac6ca3ec1302ce77a3b223bce374fafbe69b52d09eb8dc3c59c33 |
| 33 | 33 | exp_p1_N262144_K512,2718842,3.14.4,2.4.4,,6815573501771189831,262144,512,512,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,15.3,0,in-memory (no network),completed,59885e79e3e6349fe1a2c92854426090fd9c6c82d8422f4680b8698896c319ec |
| 34 | 34 | exp_p1_N262144_K8192,63bdb07,3.14.4,2.4.4,,4526677405690696884,262144,8192,32,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,113.9,0,in-memory (no network),completed,409e9543f73b6a17ca87fb52d8567d82cbc172ba8befe77569f1044787ab1d2d |
| 35 | +exp_p1_N4194304_K131072,6162f9a,3.14.4,2.4.4,,5869945858902268034,4194304,131072,32,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,416.9,0,in-memory (no network),completed,589fdb83275b1e4f9bc4e6f75f9407d6e5a1ad14696f05b90e88768204dbab11 | |
| 36 | +exp_p1_N4194304_K16384,6162f9a,3.14.4,2.4.4,,918683220796581743,4194304,16384,256,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,69.6,0,in-memory (no network),completed,23e43562aadd2d1bf19821a521b47de98608784a6a78ad2d2c5f82ecfbc1e68d | |
| 37 | +exp_p1_N4194304_K262144,6162f9a,3.14.4,2.4.4,,7511302434615467187,4194304,262144,16,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,835.3,0,in-memory (no network),completed,ae644139d3076db198eb993e241d930f5b6cfea5eb842b99515ef49d44c349eb | |
| 38 | +exp_p1_N4194304_K32768,6162f9a,3.14.4,2.4.4,,5246855797948617312,4194304,32768,128,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,118.7,0,in-memory (no network),completed,066920fc2744fbe904781135d9372433985d510d44b4fdb59bcaf44be51ef739 | |
| 39 | +exp_p1_N4194304_K4096,6162f9a,3.14.4,2.4.4,,8901210737275983155,4194304,4096,1024,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,32.4,0,in-memory (no network),completed,8eaa08d5e9033a713ed658b592bb0072598d38aed8538199bce271239e4d04b5 | |
| 40 | +exp_p1_N4194304_K65536,6162f9a,3.14.4,2.4.4,,1422845102444572070,4194304,65536,64,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,218.4,0,in-memory (no network),completed,226033f3f652727eca2a2dfcfc6aa96c75ddc20cb9aa7c25e8248c30f7264393 | |
| 41 | +exp_p1_N4194304_K8192,6162f9a,3.14.4,2.4.4,,5952293673679115060,4194304,8192,512,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,45.4,0,in-memory (no network),completed,13d596154f680810d28880d90f028af26f6224cbfa87967ea75554bbca5cdd00 | |
| 35 | 42 | exp_p1_N65536_K1024,7a86c23,3.14.4,2.4.4,,3718237952087232854,65536,1024,64,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,15.3,0,in-memory (no network),completed,46077d73a20c1aac90e8d8687a688380e805c630c7b735bf134c66681df77732 |
| 36 | 43 | exp_p1_N65536_K128,7a86c23,3.14.4,2.4.4,,5161033798656750738,65536,128,512,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,4.1,0,in-memory (no network),completed,47f73dc6dbf3f2e2a68cb6e86664c25eb178cce79da1ed569fb627bb185d4f6c |
| 37 | 44 | exp_p1_N65536_K2048,7a86c23,3.14.4,2.4.4,,6516373625071197227,65536,2048,32,1,"{""theta0"": 1.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,2000,xargs -P / nohup,1,MacBookPro-de-simon-pierre-2.local arm64,macOS,27.2,0,in-memory (no network),completed,3cfe02dcd5ee7128c165d176346c0dce3103e95b4c372f1ee87d5c8443304363 |
@@ -54,6 +61,7 @@ logit_illcond_p8_N65536_K256,,3.9.6,2.0.2,,653361399314549916,65536,256,256,8,"{ | ||
| 54 | 61 | logit_illcond_p8_N65536_K512,,3.9.6,2.0.2,,5773920174557957997,65536,512,128,8,"{""cond"": 100.0}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,m4mm arm64,macOS,427.6,0,in-memory (no network),completed,e38228f52b6233f5f414dcf775b8a15bb50169b098a5c4e2737c72ed16c7689a |
| 55 | 62 | logit_misspec_p3_N1048576_K16384,,3.9.6,2.0.2,,7563420772212710497,1048576,16384,64,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M4M64c arm64,macOS,9276.7,0,in-memory (no network),completed,c9308a96ae7ba8a5f6e0cc13e611141a885e863290ccc605fd26af52f20e6ba8 |
| 56 | 63 | logit_misspec_p3_N1048576_K2048,,3.14.5,2.5.4,,2687421392954700525,1048576,2048,512,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,3556.9,0,in-memory (no network),completed,0c90a99e0987d14f83dad7b3af9f6d0b19daaa466f7c745644412aebafdb2df9 |
| 64 | +logit_misspec_p3_N1048576_K32768,,3.9.6,2.0.2,,3556832066521034766,1048576,32768,32,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M5M36 arm64,macOS,16583.9,0,in-memory (no network),completed,825b2b810b72ac6b650a21b22480f005dfbdc85568d0b4ec717485ba530c5c98 | |
| 57 | 65 | logit_misspec_p3_N1048576_K4096,,3.14.4,2.5.4,,6092926862139708464,1048576,4096,256,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m3u96b arm64,macOS,3912.0,0,in-memory (no network),completed,55e4949a1ec2d131d5084b25a401ee51e9c520279ca0a2d1bab27367fa40cac8 |
| 58 | 66 | logit_misspec_p3_N1048576_K8192,,3.14.5,2.5.4,,31876339817681152,1048576,8192,128,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,5439.8,0,in-memory (no network),completed,047035bf87f687a1a8c931909d01103acf9289c2ff7ba8cac06c14508c229adb |
| 59 | 67 | logit_misspec_p3_N262144_K1024,,3.14.4,2.5.4,,5430299985042827137,262144,1024,256,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre4 arm64,macOS,807.5,0,in-memory (no network),completed,4ba4f64a30ce7d9379a36dcbd72dd956184887372ca115da268192acb6106b90 |
@@ -61,12 +69,16 @@ logit_misspec_p3_N262144_K2048,,3.14.4,2.5.4,,3365958059589350090,262144,2048,12 | ||
| 61 | 69 | logit_misspec_p3_N262144_K4096,,3.9.6,2.0.2,,7074448613771151296,262144,4096,64,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudonpierre arm64,macOS,2898.2,0,in-memory (no network),completed,486c0d237a7934e4b020a4c518d0e0e476691bfa4f4b91aa1de4e714e85e8579 |
| 62 | 70 | logit_misspec_p3_N262144_K512,,3.9.6,2.0.2,,4080476778475930787,262144,512,512,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacBookonpierre arm64,macOS,938.8,0,in-memory (no network),completed,618da4fe4c95f9cfa37b9e5db38c5719c8096141e70a893523d49acbb00e9c25 |
| 63 | 71 | logit_misspec_p3_N262144_K8192,,3.9.6,2.0.2,,4860399401084713574,262144,8192,32,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M4M64c arm64,macOS,3976.4,0,in-memory (no network),completed,747d085e4a92f4ece110fc931102892f7c25c09cc101913164791bf24352b6bf |
| 72 | +logit_misspec_p3_N65536_K1024,,3.9.6,2.0.2,,5927146201951817713,65536,1024,64,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M5M36 arm64,macOS,455.5,0,in-memory (no network),completed,0a024777482db1db789a4331b76c3a1b839a6cf57922087d0e89d00ea7e1b62c | |
| 64 | 73 | logit_misspec_p3_N65536_K128,,3.9.6,2.0.2,,1189149877376627910,65536,128,512,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudonpierre arm64,macOS,261.1,0,in-memory (no network),completed,d5549965eb18106d51676e09521787a845070e08dbdceda307a18283dfd7c769 |
| 65 | 74 | logit_misspec_p3_N65536_K2048,,3.9.6,2.0.2,,9108325309212204322,65536,2048,32,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre7 arm64,macOS,1250.8,0,in-memory (no network),completed,44bd58b165a41d4592f4180d4aa02e2ba7f580613bad5965131b03eeaff24e0e |
| 66 | 75 | logit_misspec_p3_N65536_K256,,3.14.4,2.5.4,,5271711696808027188,65536,256,256,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m3u96b arm64,macOS,223.5,0,in-memory (no network),completed,35b8202e739a00d69b2aa97804232b289b236676f3c7e1de6860190125d2484b |
| 67 | 76 | logit_misspec_p3_N65536_K512,,3.14.5,2.5.4,,3578458641162309222,65536,512,128,3,"{""kind"": ""misspecified"", ""omitted"": 0.5}",estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,283.3,0,in-memory (no network),completed,c29ffec0dbff1a6717c394274a6da063592ec08ce27125dd8cdad93c01dcb07b |
| 68 | 77 | logit_p20_p20_N1048576_K1024,,3.14.4,2.5.4,,6566023737295273270,1048576,1024,1024,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacStudnpierre6 arm64,macOS,10956.8,0,in-memory (no network),completed,0d1def0937b0015d36d47e0e6dc4e738f6988854d790689dec6202e53b30759d |
| 78 | +logit_p20_p20_N1048576_K2048,,3.9.6,2.0.2,,8820668351971355137,1048576,2048,512,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacStudonpierre arm64,macOS,19126.7,0,in-memory (no network),completed,53b809ed90ba10d83c2640c6ea9981c1607e47b38d448f0f41b509f4e1de273a | |
| 79 | +logit_p20_p20_N1048576_K4096,,3.14.4,2.5.4,,4772145725761853017,1048576,4096,256,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,m3u96b arm64,macOS,23767.6,0,in-memory (no network),completed,ffdc568261ba94bf57df4d782695e78e8c95876004183cfd4986849f3d53a870 | |
| 69 | 80 | logit_p20_p20_N1048576_K512,,3.14.4,2.5.4,,606147641735452015,1048576,512,2048,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacStudnpierre4 arm64,macOS,10487.1,0,in-memory (no network),completed,02851f9b607635a181ba320a70396de0a7241c3abb013e4f6a1131dfd2f682c2 |
| 81 | +logit_p20_p20_N1048576_K8192,,3.14.5,2.5.4,,7482660823573765396,1048576,8192,128,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,36402.2,0,in-memory (no network),completed,f5d59567fd5bbda6cac5552119303715110a9f98c8bc1536dbad8c96f3628418 | |
| 70 | 82 | logit_p20_p20_N262144_K1024,,3.9.6,2.0.2,,7318019597999661126,262144,1024,256,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,Macmininpierre5 arm64,macOS,7345.6,0,in-memory (no network),completed,7cee42d684dcb18a218f5462605c51a00dd85456f46bc82242f53028301d8064 |
| 71 | 83 | logit_p20_p20_N262144_K128,,3.14.5,2.5.4,,8337658769267575056,262144,128,2048,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,2984.6,0,in-memory (no network),completed,27111fbc0dc688ca19ccf5c32dff68d526adfd55caa52f813df90a3cb7afc3fc |
| 72 | 84 | logit_p20_p20_N262144_K2048,,3.9.6,2.0.2,,2694841364195809102,262144,2048,128,20,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,500,xargs -P / nohup,1,M5M36 arm64,macOS,9484.4,0,in-memory (no network),completed,b5ff141a4572e0235f7574b04e8ea832b6faf49dd5354645b370936eb702ccd5 |
@@ -75,6 +87,7 @@ logit_p20_p20_N262144_K512,,3.9.6,2.0.2,,4893709743684942704,262144,512,512,20,{ | ||
| 75 | 87 | logit_p3_N1048576_K1024,,3.9.6,2.0.2,,3470184715554602196,1048576,1024,1024,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,simonpierresMBP arm64,macOS,2874.2,0,in-memory (no network),completed,6aa5edb446d7592fb05de5e66dd96e5c6aa7839eb8df3bbc834408a15fe9c21a |
| 76 | 88 | logit_p3_N1048576_K16384,,3.9.6,2.0.2,,91415039088362818,1048576,16384,64,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M4M64c arm64,macOS,9706.1,0,in-memory (no network),completed,2e8e32d94b123a0f2357fd7066e5a5bf4ba2639b921ff6edc74edd31a4177bf6 |
| 77 | 89 | logit_p3_N1048576_K2048,,3.9.6,2.0.2,,3680751446492255465,1048576,2048,512,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,simonpirresMBP2 arm64,macOS,3013.3,0,in-memory (no network),completed,3db8f58563813eb8bdddc07e01bc710e748a3044e6196ef99b921bd51a020e74 |
| 90 | +logit_p3_N1048576_K32768,,3.9.6,2.0.2,,21189898402569255,1048576,32768,32,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M5M36 arm64,macOS,16941.4,0,in-memory (no network),completed,5d2fbda3dcaaf8fa075c30d3ab583eb3a0aa4678d8b30faef867b81858c76434 | |
| 78 | 91 | logit_p3_N1048576_K4096,,3.14.4,2.5.4,,5736190541017903225,1048576,4096,256,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m3u96b arm64,macOS,3951.5,0,in-memory (no network),completed,bd0c345dfd6f77a66fa5677658dcdd16293430f5eed86dfe8b3c4611b15d0b48 |
| 79 | 92 | logit_p3_N1048576_K8192,,3.14.5,2.5.4,,1417976703486372763,1048576,8192,128,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre2 arm64,macOS,5928.4,0,in-memory (no network),completed,702902760657b9c7e5fad4395daade6c414229b66b82cb05de4196a3b5b22b57 |
| 80 | 93 | logit_p3_N16384_K128,,3.9.6,2.0.2,,6268040442768731135,16384,128,128,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m4mm arm64,macOS,62.9,0,in-memory (no network),completed,681ab11f79f630f55726c74b664a14e1c0adb9da4942748d8ce3b1f6f6e8c8a7 |
@@ -96,8 +109,10 @@ logit_p3_N65536_K256,,3.9.6,2.0.2,,8317538664952218626,65536,256,256,3,{},estima | ||
| 96 | 109 | logit_p3_N65536_K512,,3.9.6,2.0.2,,6302214093706708655,65536,512,128,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m6mb arm64,macOS,229.9,0,in-memory (no network),completed,3392a34b85885c465e5ddc5a292d1bb63518b629594015fd70a57336a412a6e6 |
| 97 | 110 | logit_p3_N65536_K64,,3.14.4,2.5.4,,6021038287837971332,65536,64,1024,3,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre6 arm64,macOS,165.1,0,in-memory (no network),completed,a8f336272c233ccb70c8a75454ed30d1288f67b638b69dd2dd27e88a8e0f415d |
| 98 | 111 | logit_p8_N1048576_K1024,,3.9.6,2.0.2,,6698972530427685325,1048576,1024,1024,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,MacStudnpierre7 arm64,macOS,8288.1,0,in-memory (no network),completed,9b1b30ffb1802c39c2251fe8e3352ea05c9877177a5a83d4635b86af7e849a6c |
| 112 | +logit_p8_N1048576_K16384,,3.9.6,2.0.2,,3073381346928451233,1048576,16384,64,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M4M64c arm64,macOS,27423.9,0,in-memory (no network),completed,d53f0891b61d353876e78110ab1bd4dce8910ec48e65054defe771d0873ae5e7 | |
| 99 | 113 | logit_p8_N1048576_K2048,,3.9.6,2.0.2,,6354247005063002822,1048576,2048,512,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,simonpierresMBP arm64,macOS,7431.4,0,in-memory (no network),completed,26648ea3c37f4f0ec48a15aa883ed7d54c33aa5755893c7d718d23aeaa7bce41 |
| 100 | 114 | logit_p8_N1048576_K4096,,3.9.6,2.0.2,,5229261129462349956,1048576,4096,256,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,simonpirresMBP2 arm64,macOS,8607.3,0,in-memory (no network),completed,a18df7441e42ab1fcd2a2787b8b46d7a4aed55c2a01eb0ac9c2736608c6fd4a1 |
| 115 | +logit_p8_N1048576_K8192,,3.9.6,2.0.2,,4723022365370056307,1048576,8192,128,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,M5M36 arm64,macOS,15247.2,0,in-memory (no network),completed,70f240acf900b615965a13ac9e8e99cedf470172589d8c45b2adfb417765d940 | |
| 101 | 116 | logit_p8_N16384_K128,,3.9.6,2.0.2,,1929461084092776376,16384,128,128,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m5ma arm64,macOS,200.3,0,in-memory (no network),completed,8393646d69c24f743b9b9d6291abab9b6bcd195d86edf4f726e39ab53aba2fc8 |
| 102 | 117 | logit_p8_N16384_K16,,3.14.4,2.5.4,,9066105959199088908,16384,16,1024,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m3u96b arm64,macOS,102.2,0,in-memory (no network),completed,8605fd6f5641f8c51ea71fab45bfe5b6c34c442e61aeee28f198e7b7908bf6d4 |
| 103 | 118 | logit_p8_N16384_K256,,3.9.6,2.0.2,,734206799928427210,16384,256,64,8,{},estimate_all,"batched Newton, step halving, tol 1e-9 (central 1e-12)",1e-9,1000,xargs -P / nohup,1,m6mb arm64,macOS,326.8,0,in-memory (no network),completed,14616115ddd2478c8d422e0629d875036a9220bf08bb40e1d6e928494f8ba6c0 |
modified
experiments/make_tables.py
+8 −6
@@ -7,11 +7,11 @@ import numpy as np, pandas as pd | ||
| 7 | 7 | ROOT = pathlib.Path(__file__).resolve().parents[1] |
| 8 | 8 | PROC, RAW, TAB = ROOT / "results" / "processed", ROOT / "results" / "raw", ROOT / "paper" / "tables" |
| 9 | 9 | TAB.mkdir(parents=True, exist_ok=True) |
| 10 | −LAB = {"r1_q0": "(1,0) plain average", "r1_q1": "(1,1) average + 1 Newton", "r1_q2": "(1,2) average + 2 Newton", "r2_q0": "(2,0) half-block jackknife", | |
| 10 | +LAB = {"v1_q0": "(1,0) valid workers only", "v1_q1": "(1,1) valid workers only", "v2_q0": "(2,0) valid workers only", "v2_q1": "(2,1) valid workers only", "v3_q1": "(3,1) valid workers only", "r1_q0": "(1,0) plain average", "r1_q1": "(1,1) average + 1 Newton", "r1_q2": "(1,2) average + 2 Newton", "r2_q0": "(2,0) half-block jackknife", | |
| 11 | 11 | "r2_q1": "(2,1) half-block + 1 Newton", "r2_q2": "(2,2) half-block + 2 Newton", "r3_q0": "(3,0) quarter-block", "r3_q1": "(3,1) quarter-block + 1 Newton", |
| 12 | 12 | "r3_q2": "(3,2) quarter-block + 2 Newton", "cs_q0": "analytic Cox--Snell, $q=0$", "cs_q1": "analytic Cox--Snell + 1 Newton", "csl1": "CSL, 1 round", "csl2": "CSL, 2 rounds", |
| 13 | 13 | "aee": "AEE (Lin--Xi)", "stale_r1_q1": "(1,1) stale Hessian", "stale_r2_q1": "(2,1) stale Hessian", "stale_r1_q2": "(1,2) stale Hessian", "central": "centralized MLE"} |
| 14 | −MAIN = ["r1_q0", "r1_q1", "r1_q2", "r2_q0", "r2_q1", "r2_q2", "r3_q0", "r3_q1", "cs_q1", "csl1", "csl2", "aee", "stale_r2_q1", "central"] | |
| 14 | +MAIN = ["r1_q0", "r1_q1", "r1_q2", "r2_q0", "r2_q1", "r2_q2", "r3_q0", "r3_q1", "v2_q1", "v3_q1", "cs_q1", "csl1", "csl2", "aee", "stale_r2_q1", "central"] | |
| 15 | 15 | |
| 16 | 16 | |
| 17 | 17 | def fmt(x, d=3): |
@@ -36,7 +36,7 @@ def table_cell(s, label, p, N, ms, fname, caption, ests=MAIN): | ||
| 36 | 36 | lines = [r"\begin{table}[p]", r"\centering\scriptsize", r"\begin{threeparttable}", f"\\caption{{{caption}}}\\label{{tab:{fname[:-4]}}}", |
| 37 | 37 | r"\begin{tabular}{@{}l" + "r" * (3 * len(ms)) + "@{}}", r"\toprule", |
| 38 | 38 | "Estimator & " + " & ".join(f"\\multicolumn{{3}}{{c}}{{$m = {m}$, $K = {int(N//m):,}$}}" for m in ms) + r" \\", |
| 39 | − " & " + " & ".join("gap & RMSE & cov" for _ in ms) + r" \\", r"\midrule"] | |
| 39 | + " & " + " & ".join("gap & median & cov" for _ in ms) + r" \\", r"\midrule"] | |
| 40 | 40 | for e in ests: |
| 41 | 41 | row = [LAB.get(e, e)] |
| 42 | 42 | for m in ms: |
@@ -44,11 +44,11 @@ def table_cell(s, label, p, N, ms, fname, caption, ests=MAIN): | ||
| 44 | 44 | if dd.empty: |
| 45 | 45 | row += ["--", "--", "--"]; continue |
| 46 | 46 | dd = dd.iloc[0] |
| 47 | − row += [fmt(dd["rms_gap"]), fmt(dd["rmse"]), (f"{dd['cov95']:.3f}" if "cov95" in dd and np.isfinite(dd["cov95"]) else "--")] | |
| 47 | + row += [fmt(dd["rms_gap"]), fmt(dd["median_gap"]), (f"{dd['cov95']:.3f}" if "cov95" in dd and np.isfinite(dd["cov95"]) else "--")] | |
| 48 | 48 | lines.append(" & ".join(row) + r" \\") |
| 49 | 49 | reps = int(d.reps.iloc[0]); cf = d.drop_duplicates("m")[["m", "central_fail", "valid_frac_r2", "valid_frac_r3"]].sort_values("m") if "valid_frac_r3" in d else None |
| 50 | 50 | lines += [r"\bottomrule", r"\end{tabular}", r"\begin{tablenotes}\footnotesize", |
| 51 | − f"\\item {reps} paired replications per column. gap $=$ root mean square of $\\sqrt N\\,\\lVert\\tilde\\theta - \\widehat\\theta_N\\rVert$; RMSE $=$ root mean square of $\\sqrt N\\,\\lVert\\tilde\\theta - \\theta_0\\rVert$; cov $=$ empirical coverage of nominal 95\\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \\texttt{{results/processed/summary.csv}}; coverage standard error $\\approx {np.sqrt(0.95*0.05/reps):.3f}$."] | |
| 51 | + f"\\item {reps} paired replications per column. gap $=$ root mean square of $\\sqrt N\\,\\lVert\\tilde\\theta - \\widehat\\theta_N\\rVert$ over all replications (including those with failed local fits); median $=$ its median; cov $=$ empirical coverage of nominal 95\\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \\texttt{{results/processed/summary.csv}}; coverage standard error $\\approx {np.sqrt(0.95*0.05/reps):.3f}$."] | |
| 52 | 52 | if cf is not None: |
| 53 | 53 | lines.append("\\item Fraction of workers with all local fits valid (orders 2 / 3): " + "; ".join(f"$m={int(r.m)}$: {r.valid_frac_r2:.3f} / {r.valid_frac_r3:.3f}" for r in cf.itertuples()) + ".") |
| 54 | 54 | lines += [r"\end{tablenotes}", r"\end{threeparttable}", r"\end{table}"] |
@@ -62,6 +62,8 @@ def table_rates(s, fname="mc_rates.tex"): | ||
| 62 | 62 | N = d.N.max() |
| 63 | 63 | for e in ["r1_q0", "r1_q1", "r1_q2", "r2_q0", "r2_q1", "r3_q0", "r3_q1", "cs_q1"]: |
| 64 | 64 | dd = d[(d.N == N) & (d.estimator == e) & (d.rms_gap > 1e-9)].sort_values("m") |
| 65 | + if "valid_frac_r3" in dd: | |
| 66 | + dd = dd[(dd.valid_frac_r3 >= 0.999) & (dd.valid_frac_r2 >= 0.999)] # failure-free cells only | |
| 65 | 67 | if len(dd) >= 3: |
| 66 | 68 | slope = np.polyfit(np.log(dd.m), np.log(dd.rms_gap), 1)[0] |
| 67 | 69 | rows.append((label, p, N, e, slope, len(dd))) |
@@ -196,7 +198,7 @@ def main(): | ||
| 196 | 198 | if not s.empty: |
| 197 | 199 | for (label, p), d in s.groupby(["label", "p"]): |
| 198 | 200 | N = d.N.max() |
| 199 | − made[(label, p)] = table_cell(s, label, p, N, sorted(d.m.unique()), f"mc_{label}_p{p}.tex", f"Monte Carlo, {label.replace('_', ' ')} design, $p = {p}$, $N = {N:,}$: scaled gap to $\\widehat\\theta_N$, scaled RMSE and 95\\% coverage by local sample size $m$.") | |
| 201 | + made[(label, p)] = table_cell(s, label, p, N, sorted(d.m.unique()), f"mc_{label}_p{p}.tex", f"Monte Carlo, {label.replace('_', ' ')} design, $p = {p}$, $N = {N:,}$: scaled gap to $\\widehat\\theta_N$ (root mean square and median) and 95\\% coverage by local sample size $m$.") | |
| 200 | 202 | table_rates(s) |
| 201 | 203 | table_boundary(); table_ablation("exponential", "abl_exponential.tex"); table_ablation("logistic", "abl_logistic.tex"); table_skew(); table_bench() |
| 202 | 204 | n = manifest() |
modified
experiments/process_results.py
+3 −0
@@ -44,6 +44,9 @@ def summarize_cell(df): | ||
| 44 | 44 | p = int(df["p"].iloc[0]); N = int(df["N"].iloc[0]); sN = np.sqrt(N) |
| 45 | 45 | th0 = df[[f"theta0_{j}" for j in range(p)]].to_numpy() |
| 46 | 46 | cen = df[[f"central_{j}" for j in range(p)]].to_numpy() |
| 47 | + if any(k in str(df["label"].iloc[0]) for k in ("misspec", "contam")): | |
| 48 | + # pseudo-true value: the mean of the centralized pseudo-MLE over replications (its O(1/N) bias is negligible at the N used) | |
| 49 | + th0 = np.broadcast_to(cen.mean(axis=0), th0.shape) | |
| 47 | 50 | rows = [] |
| 48 | 51 | B = len(df) |
| 49 | 52 | for e in estimators(df): |
modified
experiments/run_benchmarks.py
+4 −3
@@ -15,7 +15,7 @@ PY = "~/wp28/venv/bin/python" | ||
| 15 | 15 | def launch_coordinator(host_alias, port, K, model, p, N, splits, q, hmode, seed, bits): |
| 16 | 16 | code = (f"import sys,json; sys.path.insert(0,'{'~/wp28/repo/src'}'); import os; sys.path[0]=os.path.expanduser(sys.path[0]); " |
| 17 | 17 | f"from pamle.protocol import coordinator_run; " |
| 18 | − f"r=coordinator_run({port},{K},'{model}',{p},{N},{tuple(splits)},{q},'{hmode}',{seed},{bits},log=lambda *a: None); print(json.dumps(r))") | |
| 18 | + f"r=coordinator_run({port},{K},'{model}',{p},{N},{tuple(splits)},{q},'{hmode}',{seed},{bits},log=lambda *a: None); print(json.dumps(r, default=lambda o: o.item() if hasattr(o, 'item') else str(o)))") | |
| 19 | 19 | cmd = f"{PY} -c {shlex.quote(code)}" |
| 20 | 20 | return subprocess.Popen(["ssh", "-o", "ConnectTimeout=10", host_alias, cmd], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) |
| 21 | 21 | |
@@ -24,9 +24,10 @@ def launch_workers(assign, coord_ip, port): | ||
| 24 | 24 | procs = [] |
| 25 | 25 | wid = 0 |
| 26 | 26 | for alias, n in assign: |
| 27 | − cmds = " ".join(f"(cd ~/wp28/repo/src && {PY} -m pamle.worker --connect {coord_ip}:{port} --id {wid + i} > /dev/null 2>&1 &)" for i in range(n)) | |
| 27 | + # workers are children of the ssh shell and `wait` keeps the session (and the workers) alive until they exit | |
| 28 | + cmds = "cd ~/wp28/repo/src && " + " ".join(f"{PY} -m pamle.worker --connect {coord_ip}:{port} --id {wid + i} > /tmp/wp28_worker_{wid + i}.log 2>&1 &" for i in range(n)) + " wait" | |
| 28 | 29 | wid += n |
| 29 | − procs.append(subprocess.Popen(["ssh", "-o", "ConnectTimeout=10", alias, cmds + "; wait"], stdout=subprocess.DEVNULL, stderr=subprocess.PIPE, text=True)) | |
| 30 | + procs.append(subprocess.Popen(["ssh", "-o", "ConnectTimeout=10", alias, cmds], stdout=subprocess.DEVNULL, stderr=subprocess.PIPE, text=True)) | |
| 30 | 31 | return procs |
| 31 | 32 | |
| 32 | 33 | |
modified
paper/tables/abl_exponential.tex
+90 −90
@@ -6,128 +6,128 @@ | ||
| 6 | 6 | \toprule |
| 7 | 7 | Pattern & curvature & $q$ & $m = 24$ & $m = 96$ \\ |
| 8 | 8 | \midrule |
| 9 | −(1) & exact & 0 & 109.037 & 26.408 \\ | |
| 10 | −(1) & exact & 1 & 4.740 & 0.278 \\ | |
| 9 | +(1) & exact & 0 & 109.045 & 26.408 \\ | |
| 10 | +(1) & exact & 1 & 4.741 & 0.278 \\ | |
| 11 | 11 | (1) & exact & 2 & 0.009 & 3.08e-5 \\ |
| 12 | 12 | (1) & exact & 3 & 3.20e-8 & 4.80e-13 \\ |
| 13 | −(1) & stale & 1 & 8.721 & 0.545 \\ | |
| 13 | +(1) & stale & 1 & 8.723 & 0.545 \\ | |
| 14 | 14 | (1) & stale & 2 & 0.378 & 0.006 \\ |
| 15 | 15 | (1) & stale & 3 & 0.015 & 5.91e-5 \\ |
| 16 | −(1) & single & 1 & 4.740 & 0.278 \\ | |
| 16 | +(1) & single & 1 & 4.741 & 0.278 \\ | |
| 17 | 17 | (1) & single & 2 & 0.009 & 3.08e-5 \\ |
| 18 | 18 | (1) & single & 3 & 3.20e-8 & 4.79e-13 \\ |
| 19 | −(1,2) & exact & 0 & 9.972 & 0.601 \\ | |
| 20 | −(1,2) & exact & 1 & 0.040 & 1.77e-4 \\ | |
| 21 | −(1,2) & exact & 2 & 6.42e-7 & 2.22e-11 \\ | |
| 22 | −(1,2) & exact & 3 & 3.08e-13 & 3.14e-13 \\ | |
| 23 | −(1,2) & stale & 1 & 0.360 & 0.006 \\ | |
| 19 | +(1,2) & exact & 0 & 9.932 & 0.601 \\ | |
| 20 | +(1,2) & exact & 1 & 0.039 & 1.77e-4 \\ | |
| 21 | +(1,2) & exact & 2 & 6.32e-7 & 2.22e-11 \\ | |
| 22 | +(1,2) & exact & 3 & 2.86e-13 & 3.14e-13 \\ | |
| 23 | +(1,2) & stale & 1 & 0.359 & 0.006 \\ | |
| 24 | 24 | (1,2) & stale & 2 & 0.014 & 6.18e-5 \\ |
| 25 | −(1,2) & stale & 3 & 5.74e-4 & 6.35e-7 \\ | |
| 26 | −(1,2) & single & 1 & 0.040 & 1.77e-4 \\ | |
| 27 | −(1,2) & single & 2 & 6.42e-7 & 2.22e-11 \\ | |
| 28 | −(1,2) & single & 3 & 3.08e-13 & 3.14e-13 \\ | |
| 29 | −(1,3) & exact & 0 & 15.613 & 0.870 \\ | |
| 25 | +(1,2) & stale & 3 & 5.72e-4 & 6.35e-7 \\ | |
| 26 | +(1,2) & single & 1 & 0.039 & 1.77e-4 \\ | |
| 27 | +(1,2) & single & 2 & 6.32e-7 & 2.22e-11 \\ | |
| 28 | +(1,2) & single & 3 & 2.86e-13 & 3.14e-13 \\ | |
| 29 | +(1,3) & exact & 0 & 15.578 & 0.870 \\ | |
| 30 | 30 | (1,3) & exact & 1 & 0.097 & 3.28e-4 \\ |
| 31 | −(1,3) & exact & 2 & 3.79e-6 & 5.65e-11 \\ | |
| 32 | −(1,3) & exact & 3 & 2.95e-13 & 3.11e-13 \\ | |
| 33 | −(1,2,4) & exact & 0 & 2.032 & 0.312 \\ | |
| 31 | +(1,3) & exact & 2 & 3.76e-6 & 5.65e-11 \\ | |
| 32 | +(1,3) & exact & 3 & 2.89e-13 & 3.11e-13 \\ | |
| 33 | +(1,2,4) & exact & 0 & 2.100 & 0.312 \\ | |
| 34 | 34 | (1,2,4) & exact & 1 & 0.002 & 6.55e-5 \\ |
| 35 | −(1,2,4) & exact & 2 & 2.82e-9 & 5.44e-12 \\ | |
| 36 | −(1,2,4) & exact & 3 & 3.18e-13 & 3.14e-13 \\ | |
| 37 | −(1,2,4) & stale & 1 & 0.083 & 0.003 \\ | |
| 35 | +(1,2,4) & exact & 2 & 3.07e-9 & 5.44e-12 \\ | |
| 36 | +(1,2,4) & exact & 3 & 2.93e-13 & 3.14e-13 \\ | |
| 37 | +(1,2,4) & stale & 1 & 0.086 & 0.003 \\ | |
| 38 | 38 | (1,2,4) & stale & 2 & 0.003 & 3.32e-5 \\ |
| 39 | −(1,2,4) & stale & 3 & 1.33e-4 & 3.43e-7 \\ | |
| 39 | +(1,2,4) & stale & 3 & 1.38e-4 & 3.43e-7 \\ | |
| 40 | 40 | (1,2,4) & single & 1 & 0.002 & 6.55e-5 \\ |
| 41 | −(1,2,4) & single & 2 & 2.82e-9 & 5.44e-12 \\ | |
| 42 | −(1,2,4) & single & 3 & 3.18e-13 & 3.14e-13 \\ | |
| 43 | −(1,2,3) & exact & 0 & 1.647 & 0.429 \\ | |
| 41 | +(1,2,4) & single & 2 & 3.07e-9 & 5.44e-12 \\ | |
| 42 | +(1,2,4) & single & 3 & 2.93e-13 & 3.14e-13 \\ | |
| 43 | +(1,2,3) & exact & 0 & 1.697 & 0.429 \\ | |
| 44 | 44 | (1,2,3) & exact & 1 & 0.002 & 1.30e-4 \\ |
| 45 | −(1,2,3) & exact & 2 & 3.09e-9 & 2.25e-11 \\ | |
| 46 | −(1,2,3) & exact & 3 & 3.08e-13 & 3.10e-13 \\ | |
| 47 | −(1,2,4,8) & exact & 0 & 1.395 & 0.380 \\ | |
| 48 | −(1,2,4,8) & exact & 1 & 0.001 & 9.80e-5 \\ | |
| 49 | −(1,2,4,8) & exact & 2 & 1.01e-9 & 1.20e-11 \\ | |
| 50 | −(1,2,4,8) & exact & 3 & 3.11e-13 & 3.13e-13 \\ | |
| 51 | −(1,2,3,4) & exact & 0 & 2.247 & 0.957 \\ | |
| 52 | −(1,2,3,4) & exact & 1 & 0.003 & 6.46e-4 \\ | |
| 53 | −(1,2,3,4) & exact & 2 & 1.11e-8 & 6.13e-10 \\ | |
| 54 | −(1,2,3,4) & exact & 3 & 3.04e-13 & 3.10e-13 \\ | |
| 45 | +(1,2,3) & exact & 2 & 3.23e-9 & 2.25e-11 \\ | |
| 46 | +(1,2,3) & exact & 3 & 3.03e-13 & 3.10e-13 \\ | |
| 47 | +(1,2,4,8) & exact & 0 & 1.302 & 0.380 \\ | |
| 48 | +(1,2,4,8) & exact & 1 & 9.81e-4 & 9.80e-5 \\ | |
| 49 | +(1,2,4,8) & exact & 2 & 8.24e-10 & 1.20e-11 \\ | |
| 50 | +(1,2,4,8) & exact & 3 & 2.93e-13 & 3.13e-13 \\ | |
| 51 | +(1,2,3,4) & exact & 0 & 2.411 & 0.957 \\ | |
| 52 | +(1,2,3,4) & exact & 1 & 0.004 & 6.46e-4 \\ | |
| 53 | +(1,2,3,4) & exact & 2 & 1.96e-8 & 6.13e-10 \\ | |
| 54 | +(1,2,3,4) & exact & 3 & 3.01e-13 & 3.10e-13 \\ | |
| 55 | 55 | \midrule |
| 56 | 56 | (1) & $b$-bit Hessian, $b=2$ & 1 & 4.546 & 0.277 \\ |
| 57 | −(1) & $b$-bit Hessian, $b=3$ & 1 & 10.382 & 0.277 \\ | |
| 58 | −(1) & $b$-bit Hessian, $b=4$ & 1 & 2.422 & 0.277 \\ | |
| 59 | −(1) & $b$-bit Hessian, $b=6$ & 1 & 4.311 & 0.140 \\ | |
| 60 | −(1) & $b$-bit Hessian, $b=8$ & 1 & 4.779 & 0.266 \\ | |
| 61 | −(1) & $b$-bit Hessian, $b=12$ & 1 & 4.740 & 0.278 \\ | |
| 62 | −(1) & $b$-bit Hessian, $b=16$ & 1 & 4.740 & 0.278 \\ | |
| 63 | −(1) & $b$-bit Hessian, $b=24$ & 1 & 4.740 & 0.278 \\ | |
| 64 | −(1) & $b$-bit Hessian, $b=52$ & 1 & 4.740 & 0.278 \\ | |
| 65 | −(1) & $b$-bit score, $b=2$ & 1 & 18.990 & 3.612 \\ | |
| 66 | −(1) & $b$-bit score, $b=3$ & 1 & 2.371 & 1.401 \\ | |
| 67 | −(1) & $b$-bit score, $b=4$ & 1 & 8.324 & 1.115 \\ | |
| 68 | −(1) & $b$-bit score, $b=6$ & 1 & 5.381 & 0.380 \\ | |
| 69 | −(1) & $b$-bit score, $b=8$ & 1 & 4.742 & 0.283 \\ | |
| 70 | −(1) & $b$-bit score, $b=12$ & 1 & 4.738 & 0.278 \\ | |
| 71 | −(1) & $b$-bit score, $b=16$ & 1 & 4.740 & 0.278 \\ | |
| 72 | −(1) & $b$-bit score, $b=24$ & 1 & 4.740 & 0.278 \\ | |
| 73 | −(1) & $b$-bit score, $b=52$ & 1 & 4.740 & 0.278 \\ | |
| 74 | −(1) & $b$-bit both, $b=2$ & 1 & 8.546 & 2.990 \\ | |
| 75 | −(1) & $b$-bit both, $b=3$ & 1 & 2.959 & 1.919 \\ | |
| 76 | −(1) & $b$-bit both, $b=4$ & 1 & 5.936 & 0.561 \\ | |
| 77 | −(1) & $b$-bit both, $b=6$ & 1 & 4.952 & 0.268 \\ | |
| 78 | −(1) & $b$-bit both, $b=8$ & 1 & 4.780 & 0.271 \\ | |
| 79 | −(1) & $b$-bit both, $b=12$ & 1 & 4.738 & 0.278 \\ | |
| 80 | −(1) & $b$-bit both, $b=16$ & 1 & 4.740 & 0.278 \\ | |
| 81 | −(1) & $b$-bit both, $b=24$ & 1 & 4.740 & 0.278 \\ | |
| 82 | −(1) & $b$-bit both, $b=52$ & 1 & 4.740 & 0.278 \\ | |
| 57 | +(1) & $b$-bit Hessian, $b=3$ & 1 & 10.384 & 0.277 \\ | |
| 58 | +(1) & $b$-bit Hessian, $b=4$ & 1 & 2.423 & 0.277 \\ | |
| 59 | +(1) & $b$-bit Hessian, $b=6$ & 1 & 4.312 & 0.140 \\ | |
| 60 | +(1) & $b$-bit Hessian, $b=8$ & 1 & 4.778 & 0.266 \\ | |
| 61 | +(1) & $b$-bit Hessian, $b=12$ & 1 & 4.741 & 0.278 \\ | |
| 62 | +(1) & $b$-bit Hessian, $b=16$ & 1 & 4.741 & 0.278 \\ | |
| 63 | +(1) & $b$-bit Hessian, $b=24$ & 1 & 4.741 & 0.278 \\ | |
| 64 | +(1) & $b$-bit Hessian, $b=52$ & 1 & 4.741 & 0.278 \\ | |
| 65 | +(1) & $b$-bit score, $b=2$ & 1 & 18.981 & 3.612 \\ | |
| 66 | +(1) & $b$-bit score, $b=3$ & 1 & 2.378 & 1.401 \\ | |
| 67 | +(1) & $b$-bit score, $b=4$ & 1 & 8.316 & 1.115 \\ | |
| 68 | +(1) & $b$-bit score, $b=6$ & 1 & 5.450 & 0.380 \\ | |
| 69 | +(1) & $b$-bit score, $b=8$ & 1 & 4.729 & 0.283 \\ | |
| 70 | +(1) & $b$-bit score, $b=12$ & 1 & 4.740 & 0.278 \\ | |
| 71 | +(1) & $b$-bit score, $b=16$ & 1 & 4.741 & 0.278 \\ | |
| 72 | +(1) & $b$-bit score, $b=24$ & 1 & 4.741 & 0.278 \\ | |
| 73 | +(1) & $b$-bit score, $b=52$ & 1 & 4.741 & 0.278 \\ | |
| 74 | +(1) & $b$-bit both, $b=2$ & 1 & 8.538 & 2.990 \\ | |
| 75 | +(1) & $b$-bit both, $b=3$ & 1 & 2.952 & 1.919 \\ | |
| 76 | +(1) & $b$-bit both, $b=4$ & 1 & 5.928 & 0.561 \\ | |
| 77 | +(1) & $b$-bit both, $b=6$ & 1 & 5.020 & 0.268 \\ | |
| 78 | +(1) & $b$-bit both, $b=8$ & 1 & 4.767 & 0.271 \\ | |
| 79 | +(1) & $b$-bit both, $b=12$ & 1 & 4.740 & 0.278 \\ | |
| 80 | +(1) & $b$-bit both, $b=16$ & 1 & 4.741 & 0.278 \\ | |
| 81 | +(1) & $b$-bit both, $b=24$ & 1 & 4.741 & 0.278 \\ | |
| 82 | +(1) & $b$-bit both, $b=52$ & 1 & 4.741 & 0.278 \\ | |
| 83 | 83 | (1,2) & $b$-bit Hessian, $b=2$ & 1 & 0.040 & 5.01e-4 \\ |
| 84 | 84 | (1,2) & $b$-bit Hessian, $b=3$ & 1 & 0.040 & 5.01e-4 \\ |
| 85 | 85 | (1,2) & $b$-bit Hessian, $b=4$ & 1 & 0.040 & 5.01e-4 \\ |
| 86 | 86 | (1,2) & $b$-bit Hessian, $b=6$ & 1 & 0.040 & 5.01e-4 \\ |
| 87 | 87 | (1,2) & $b$-bit Hessian, $b=8$ & 1 & 0.039 & 5.01e-4 \\ |
| 88 | 88 | (1,2) & $b$-bit Hessian, $b=12$ & 1 & 0.040 & 1.89e-4 \\ |
| 89 | −(1,2) & $b$-bit Hessian, $b=16$ & 1 & 0.040 & 1.77e-4 \\ | |
| 90 | −(1,2) & $b$-bit Hessian, $b=24$ & 1 & 0.040 & 1.77e-4 \\ | |
| 91 | −(1,2) & $b$-bit Hessian, $b=52$ & 1 & 0.040 & 1.77e-4 \\ | |
| 92 | −(1,2) & $b$-bit score, $b=2$ & 1 & 0.521 & 0.064 \\ | |
| 93 | −(1,2) & $b$-bit score, $b=3$ & 1 & 0.498 & 0.032 \\ | |
| 94 | −(1,2) & $b$-bit score, $b=4$ & 1 & 0.314 & 0.016 \\ | |
| 95 | −(1,2) & $b$-bit score, $b=6$ & 1 & 0.084 & 0.004 \\ | |
| 96 | −(1,2) & $b$-bit score, $b=8$ & 1 & 0.045 & 0.001 \\ | |
| 89 | +(1,2) & $b$-bit Hessian, $b=16$ & 1 & 0.039 & 1.77e-4 \\ | |
| 90 | +(1,2) & $b$-bit Hessian, $b=24$ & 1 & 0.039 & 1.77e-4 \\ | |
| 91 | +(1,2) & $b$-bit Hessian, $b=52$ & 1 & 0.039 & 1.77e-4 \\ | |
| 92 | +(1,2) & $b$-bit score, $b=2$ & 1 & 0.503 & 0.064 \\ | |
| 93 | +(1,2) & $b$-bit score, $b=3$ & 1 & 0.471 & 0.032 \\ | |
| 94 | +(1,2) & $b$-bit score, $b=4$ & 1 & 0.311 & 0.016 \\ | |
| 95 | +(1,2) & $b$-bit score, $b=6$ & 1 & 0.088 & 0.004 \\ | |
| 96 | +(1,2) & $b$-bit score, $b=8$ & 1 & 0.042 & 0.001 \\ | |
| 97 | 97 | (1,2) & $b$-bit score, $b=12$ & 1 & 0.040 & 1.91e-4 \\ |
| 98 | −(1,2) & $b$-bit score, $b=16$ & 1 & 0.040 & 1.77e-4 \\ | |
| 99 | −(1,2) & $b$-bit score, $b=24$ & 1 & 0.040 & 1.77e-4 \\ | |
| 100 | −(1,2) & $b$-bit score, $b=52$ & 1 & 0.040 & 1.77e-4 \\ | |
| 101 | −(1,2) & $b$-bit both, $b=2$ & 1 & 0.489 & 0.064 \\ | |
| 102 | −(1,2) & $b$-bit both, $b=3$ & 1 & 0.456 & 0.032 \\ | |
| 103 | −(1,2) & $b$-bit both, $b=4$ & 1 & 0.323 & 0.016 \\ | |
| 104 | −(1,2) & $b$-bit both, $b=6$ & 1 & 0.084 & 0.004 \\ | |
| 105 | −(1,2) & $b$-bit both, $b=8$ & 1 & 0.044 & 0.001 \\ | |
| 98 | +(1,2) & $b$-bit score, $b=16$ & 1 & 0.039 & 1.77e-4 \\ | |
| 99 | +(1,2) & $b$-bit score, $b=24$ & 1 & 0.039 & 1.77e-4 \\ | |
| 100 | +(1,2) & $b$-bit score, $b=52$ & 1 & 0.039 & 1.77e-4 \\ | |
| 101 | +(1,2) & $b$-bit both, $b=2$ & 1 & 0.473 & 0.064 \\ | |
| 102 | +(1,2) & $b$-bit both, $b=3$ & 1 & 0.430 & 0.032 \\ | |
| 103 | +(1,2) & $b$-bit both, $b=4$ & 1 & 0.312 & 0.016 \\ | |
| 104 | +(1,2) & $b$-bit both, $b=6$ & 1 & 0.081 & 0.004 \\ | |
| 105 | +(1,2) & $b$-bit both, $b=8$ & 1 & 0.041 & 0.001 \\ | |
| 106 | 106 | (1,2) & $b$-bit both, $b=12$ & 1 & 0.040 & 2.01e-4 \\ |
| 107 | −(1,2) & $b$-bit both, $b=16$ & 1 & 0.040 & 1.77e-4 \\ | |
| 108 | −(1,2) & $b$-bit both, $b=24$ & 1 & 0.040 & 1.77e-4 \\ | |
| 109 | −(1,2) & $b$-bit both, $b=52$ & 1 & 0.040 & 1.77e-4 \\ | |
| 110 | −(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 0.002 & 2.57e-4 \\ | |
| 111 | −(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 0.002 & 2.57e-4 \\ | |
| 112 | −(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 0.002 & 2.57e-4 \\ | |
| 113 | −(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 0.002 & 2.57e-4 \\ | |
| 107 | +(1,2) & $b$-bit both, $b=16$ & 1 & 0.039 & 1.77e-4 \\ | |
| 108 | +(1,2) & $b$-bit both, $b=24$ & 1 & 0.039 & 1.77e-4 \\ | |
| 109 | +(1,2) & $b$-bit both, $b=52$ & 1 & 0.039 & 1.77e-4 \\ | |
| 110 | +(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 0.003 & 2.57e-4 \\ | |
| 111 | +(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 0.003 & 2.57e-4 \\ | |
| 112 | +(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 0.003 & 2.57e-4 \\ | |
| 113 | +(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 0.003 & 2.57e-4 \\ | |
| 114 | 114 | (1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 0.004 & 2.54e-4 \\ |
| 115 | 115 | (1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 0.002 & 7.28e-5 \\ |
| 116 | 116 | (1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 0.002 & 6.58e-5 \\ |
| 117 | 117 | (1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 0.002 & 6.55e-5 \\ |
| 118 | 118 | (1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 0.002 & 6.55e-5 \\ |
| 119 | −(1,2,4) & $b$-bit score, $b=2$ & 1 & 0.194 & 0.033 \\ | |
| 120 | −(1,2,4) & $b$-bit score, $b=3$ & 1 & 0.107 & 0.016 \\ | |
| 121 | −(1,2,4) & $b$-bit score, $b=4$ & 1 & 0.048 & 0.009 \\ | |
| 119 | +(1,2,4) & $b$-bit score, $b=2$ & 1 & 0.213 & 0.033 \\ | |
| 120 | +(1,2,4) & $b$-bit score, $b=3$ & 1 & 0.106 & 0.016 \\ | |
| 121 | +(1,2,4) & $b$-bit score, $b=4$ & 1 & 0.055 & 0.009 \\ | |
| 122 | 122 | (1,2,4) & $b$-bit score, $b=6$ & 1 & 0.014 & 0.002 \\ |
| 123 | 123 | (1,2,4) & $b$-bit score, $b=8$ & 1 & 0.004 & 5.51e-4 \\ |
| 124 | 124 | (1,2,4) & $b$-bit score, $b=12$ & 1 & 0.002 & 6.97e-5 \\ |
| 125 | 125 | (1,2,4) & $b$-bit score, $b=16$ & 1 & 0.002 & 6.55e-5 \\ |
| 126 | 126 | (1,2,4) & $b$-bit score, $b=24$ & 1 & 0.002 & 6.55e-5 \\ |
| 127 | 127 | (1,2,4) & $b$-bit score, $b=52$ & 1 & 0.002 & 6.55e-5 \\ |
| 128 | −(1,2,4) & $b$-bit both, $b=2$ & 1 & 0.194 & 0.033 \\ | |
| 129 | −(1,2,4) & $b$-bit both, $b=3$ & 1 & 0.107 & 0.016 \\ | |
| 130 | −(1,2,4) & $b$-bit both, $b=4$ & 1 & 0.048 & 0.009 \\ | |
| 128 | +(1,2,4) & $b$-bit both, $b=2$ & 1 & 0.214 & 0.033 \\ | |
| 129 | +(1,2,4) & $b$-bit both, $b=3$ & 1 & 0.106 & 0.016 \\ | |
| 130 | +(1,2,4) & $b$-bit both, $b=4$ & 1 & 0.055 & 0.009 \\ | |
| 131 | 131 | (1,2,4) & $b$-bit both, $b=6$ & 1 & 0.014 & 0.002 \\ |
| 132 | 132 | (1,2,4) & $b$-bit both, $b=8$ & 1 & 0.005 & 6.03e-4 \\ |
| 133 | 133 | (1,2,4) & $b$-bit both, $b=12$ & 1 & 0.002 & 7.66e-5 \\ |
@@ -137,7 +137,7 @@ Pattern & curvature & $q$ & $m = 24$ & $m = 96$ \\ | ||
| 137 | 137 | \bottomrule |
| 138 | 138 | \end{tabular} |
| 139 | 139 | \begin{tablenotes}\footnotesize |
| 140 | −\item 1000 paired replications per column; $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_exponential\_summary.csv}. | |
| 140 | +\item 300--1000 paired replications per column (exact count per cell in the processed CSV); $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_exponential\_summary.csv}. | |
| 141 | 141 | \end{tablenotes} |
| 142 | 142 | \end{threeparttable} |
| 143 | 143 | \end{table} |
modified
paper/tables/abl_logistic.tex
+130 −130
@@ -1,143 +1,143 @@ | ||
| 1 | 1 | \begin{table}[p] |
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | −\caption{Ablation (logistic, $N = 196,608$): RMS of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$ by split pattern, order $r$, Newton rounds $q$ and curvature used (exact / stale averaged local / single machine); quantized exact curvature with $b$ mantissa bits for $q = 1$.}\label{tab:abl_logistic} | |
| 4 | +\caption{Ablation (logistic, $N = 786,432$): RMS of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$ by split pattern, order $r$, Newton rounds $q$ and curvature used (exact / stale averaged local / single machine); quantized exact curvature with $b$ mantissa bits for $q = 1$.}\label{tab:abl_logistic} | |
| 5 | 5 | \begin{tabular}{@{}llrrr@{}} |
| 6 | 6 | \toprule |
| 7 | −Pattern & curvature & $q$ & $m = 96$ & $m = 192$ \\ | |
| 7 | +Pattern & curvature & $q$ & $m = 192$ & $m = 768$ \\ | |
| 8 | 8 | \midrule |
| 9 | −(1) & exact & 0 & 57.779 & 26.208 \\ | |
| 10 | −(1) & exact & 1 & 3.396 & 0.680 \\ | |
| 11 | −(1) & exact & 2 & 0.011 & 4.48e-4 \\ | |
| 12 | −(1) & exact & 3 & 1.21e-7 & 1.99e-10 \\ | |
| 13 | −(1) & stale & 1 & 1.319 & 0.310 \\ | |
| 14 | −(1) & stale & 2 & 0.111 & 0.012 \\ | |
| 15 | −(1) & stale & 3 & 0.009 & 4.86e-4 \\ | |
| 16 | −(1) & single & 1 & 17.164 & 4.707 \\ | |
| 17 | −(1) & single & 2 & 11.647 & 1.777 \\ | |
| 18 | −(1) & single & 3 & 11.038 & 0.816 \\ | |
| 19 | −(1,2) & exact & 0 & 3271.882 & 5.903 \\ | |
| 20 | −(1,2) & exact & 1 & 2.84e+7 & 0.034 \\ | |
| 21 | −(1,2) & exact & 2 & 3.78e+29 & 1.32e-6 \\ | |
| 22 | −(1,2) & exact & 3 & 3.78e+29 & 6.34e-14 \\ | |
| 23 | −(1,2) & stale & 1 & 3146.098 & 0.268 \\ | |
| 24 | −(1,2) & stale & 2 & 3040.887 & 0.011 \\ | |
| 25 | −(1,2) & stale & 3 & 2939.939 & 4.70e-4 \\ | |
| 26 | −(1,2) & single & 1 & 1.98e+9 & 1.089 \\ | |
| 27 | −(1,2) & single & 2 & 3.02e+24 & 0.419 \\ | |
| 28 | −(1,2) & single & 3 & 2.31e+38 & 0.190 \\ | |
| 29 | −(1,3) & exact & 0 & 7569.958 & 11.668 \\ | |
| 30 | −(1,3) & exact & 1 & 1.56e+8 & 0.373 \\ | |
| 31 | −(1,3) & exact & 2 & 5.99e+46 & 0.002 \\ | |
| 32 | −(1,3) & exact & 3 & 3.63e+151 & 6.37e-8 \\ | |
| 33 | −(1,2,4) & exact & 0 & 2.55e+4 & 165.492 \\ | |
| 34 | −(1,2,4) & exact & 1 & 2.81e+9 & 708.579 \\ | |
| 35 | −(1,2,4) & exact & 2 & 4.00e+17 & 2.84e+5 \\ | |
| 36 | −(1,2,4) & exact & 3 & 4.12e+100 & 1.01e+13 \\ | |
| 37 | −(1,2,4) & stale & 1 & 2.52e+4 & 87.316 \\ | |
| 38 | −(1,2,4) & stale & 2 & 2.49e+4 & 53.541 \\ | |
| 39 | −(1,2,4) & stale & 3 & 2.46e+4 & 29.429 \\ | |
| 40 | −(1,2,4) & single & 1 & 1.55e+26 & 657.174 \\ | |
| 41 | −(1,2,4) & single & 2 & 4.16e+139 & 4.48e+5 \\ | |
| 42 | −(1,2,4) & single & 3 & 4.18e+139 & 4.78e+21 \\ | |
| 43 | −(1,2,3) & exact & 0 & 1.76e+4 & 12.815 \\ | |
| 44 | −(1,2,3) & exact & 1 & 9.80e+8 & 1.688 \\ | |
| 45 | −(1,2,3) & exact & 2 & 1.20e+23 & 0.043 \\ | |
| 46 | −(1,2,3) & exact & 3 & 3.78e+143 & 3.45e-5 \\ | |
| 47 | −(1,2,4,8) & exact & 0 & 5.00e+4 & 3158.571 \\ | |
| 48 | −(1,2,4,8) & exact & 1 & 2.43e+10 & 1.05e+7 \\ | |
| 49 | −(1,2,4,8) & exact & 2 & 4.24e+58 & 4.53e+24 \\ | |
| 50 | −(1,2,4,8) & exact & 3 & 4.24e+58 & 8.65e+43 \\ | |
| 51 | −(1,2,3,4) & exact & 0 & 8.61e+4 & 494.098 \\ | |
| 52 | −(1,2,3,4) & exact & 1 & 1.42e+11 & 2.60e+4 \\ | |
| 53 | −(1,2,3,4) & exact & 2 & 3.11e+32 & 7.27e+9 \\ | |
| 54 | −(1,2,3,4) & exact & 3 & 3.97e+140 & 4.44e+11 \\ | |
| 9 | +(1) & exact & 0 & 52.268 & 12.296 \\ | |
| 10 | +(1) & exact & 1 & 1.350 & 0.073 \\ | |
| 11 | +(1) & exact & 2 & 8.80e-4 & 2.61e-6 \\ | |
| 12 | +(1) & exact & 3 & 3.75e-10 & 1.27e-13 \\ | |
| 13 | +(1) & stale & 1 & 0.615 & 0.036 \\ | |
| 14 | +(1) & stale & 2 & 0.024 & 3.32e-4 \\ | |
| 15 | +(1) & stale & 3 & 9.10e-4 & 3.14e-6 \\ | |
| 16 | +(1) & single & 1 & 9.113 & 1.013 \\ | |
| 17 | +(1) & single & 2 & 3.342 & 0.167 \\ | |
| 18 | +(1) & single & 3 & 1.538 & 0.030 \\ | |
| 19 | +(1,2) & exact & 0 & 11.228 & 1.167 \\ | |
| 20 | +(1,2) & exact & 1 & 0.061 & 5.63e-4 \\ | |
| 21 | +(1,2) & exact & 2 & 1.91e-6 & 2.41e-10 \\ | |
| 22 | +(1,2) & exact & 3 & 1.30e-13 & 1.27e-13 \\ | |
| 23 | +(1,2) & stale & 1 & 0.490 & 0.014 \\ | |
| 24 | +(1,2) & stale & 2 & 0.019 & 1.62e-4 \\ | |
| 25 | +(1,2) & stale & 3 & 7.41e-4 & 1.98e-6 \\ | |
| 26 | +(1,2) & single & 1 & 1.900 & 0.121 \\ | |
| 27 | +(1,2) & single & 2 & 0.710 & 0.020 \\ | |
| 28 | +(1,2) & single & 3 & 0.336 & 0.004 \\ | |
| 29 | +(1,3) & exact & 0 & 23.360 & 1.201 \\ | |
| 30 | +(1,3) & exact & 1 & 0.735 & 6.83e-4 \\ | |
| 31 | +(1,3) & exact & 2 & 0.004 & 3.61e-10 \\ | |
| 32 | +(1,3) & exact & 3 & 1.39e-7 & 1.27e-13 \\ | |
| 33 | +(1,2,4) & exact & 0 & 267.576 & 1.511 \\ | |
| 34 | +(1,2,4) & exact & 1 & 1410.845 & 8.22e-4 \\ | |
| 35 | +(1,2,4) & exact & 2 & 5.77e+5 & 5.37e-10 \\ | |
| 36 | +(1,2,4) & exact & 3 & 1.55e+13 & 1.27e-13 \\ | |
| 37 | +(1,2,4) & stale & 1 & 167.463 & 0.018 \\ | |
| 38 | +(1,2,4) & stale & 2 & 112.549 & 2.21e-4 \\ | |
| 39 | +(1,2,4) & stale & 3 & 64.138 & 2.76e-6 \\ | |
| 40 | +(1,2,4) & single & 1 & 1415.946 & 0.167 \\ | |
| 41 | +(1,2,4) & single & 2 & 4.37e+5 & 0.028 \\ | |
| 42 | +(1,2,4) & single & 3 & 7.63e+94 & 0.006 \\ | |
| 43 | +(1,2,3) & exact & 0 & 23.384 & 2.154 \\ | |
| 44 | +(1,2,3) & exact & 1 & 2.991 & 0.002 \\ | |
| 45 | +(1,2,3) & exact & 2 & 0.073 & 2.21e-9 \\ | |
| 46 | +(1,2,3) & exact & 3 & 4.99e-5 & 1.28e-13 \\ | |
| 47 | +(1,2,4,8) & exact & 0 & 3530.386 & 1.864 \\ | |
| 48 | +(1,2,4,8) & exact & 1 & 8.08e+5 & 0.001 \\ | |
| 49 | +(1,2,4,8) & exact & 2 & 4.30e+13 & 1.18e-9 \\ | |
| 50 | +(1,2,4,8) & exact & 3 & 7.62e+39 & 1.28e-13 \\ | |
| 51 | +(1,2,3,4) & exact & 0 & 792.244 & 4.986 \\ | |
| 52 | +(1,2,3,4) & exact & 1 & 5.62e+4 & 0.009 \\ | |
| 53 | +(1,2,3,4) & exact & 2 & 1.55e+10 & 5.93e-8 \\ | |
| 54 | +(1,2,3,4) & exact & 3 & 1.55e+10 & 1.27e-13 \\ | |
| 55 | 55 | \midrule |
| 56 | −(1) & $b$-bit Hessian, $b=2$ & 1 & 3.379 & 1.711 \\ | |
| 57 | −(1) & $b$-bit Hessian, $b=3$ & 1 & 3.561 & 1.679 \\ | |
| 58 | −(1) & $b$-bit Hessian, $b=4$ & 1 & 3.459 & 0.988 \\ | |
| 59 | −(1) & $b$-bit Hessian, $b=6$ & 1 & 3.487 & 0.714 \\ | |
| 60 | −(1) & $b$-bit Hessian, $b=8$ & 1 & 3.402 & 0.681 \\ | |
| 61 | −(1) & $b$-bit Hessian, $b=12$ & 1 & 3.396 & 0.680 \\ | |
| 62 | −(1) & $b$-bit Hessian, $b=16$ & 1 & 3.396 & 0.680 \\ | |
| 63 | −(1) & $b$-bit Hessian, $b=24$ & 1 & 3.396 & 0.680 \\ | |
| 64 | −(1) & $b$-bit Hessian, $b=52$ & 1 & 3.396 & 0.680 \\ | |
| 65 | −(1) & $b$-bit score, $b=2$ & 1 & 4.349 & 1.865 \\ | |
| 66 | −(1) & $b$-bit score, $b=3$ & 1 & 4.109 & 1.155 \\ | |
| 67 | −(1) & $b$-bit score, $b=4$ & 1 & 3.566 & 0.836 \\ | |
| 68 | −(1) & $b$-bit score, $b=6$ & 1 & 3.403 & 0.692 \\ | |
| 69 | −(1) & $b$-bit score, $b=8$ & 1 & 3.397 & 0.679 \\ | |
| 70 | −(1) & $b$-bit score, $b=12$ & 1 & 3.396 & 0.679 \\ | |
| 71 | −(1) & $b$-bit score, $b=16$ & 1 & 3.396 & 0.680 \\ | |
| 72 | −(1) & $b$-bit score, $b=24$ & 1 & 3.396 & 0.680 \\ | |
| 73 | −(1) & $b$-bit score, $b=52$ & 1 & 3.396 & 0.680 \\ | |
| 74 | −(1) & $b$-bit both, $b=2$ & 1 & 4.723 & 2.359 \\ | |
| 75 | −(1) & $b$-bit both, $b=3$ & 1 & 4.292 & 1.907 \\ | |
| 76 | −(1) & $b$-bit both, $b=4$ & 1 & 3.621 & 1.107 \\ | |
| 77 | −(1) & $b$-bit both, $b=6$ & 1 & 3.493 & 0.727 \\ | |
| 78 | −(1) & $b$-bit both, $b=8$ & 1 & 3.403 & 0.680 \\ | |
| 79 | −(1) & $b$-bit both, $b=12$ & 1 & 3.396 & 0.679 \\ | |
| 80 | −(1) & $b$-bit both, $b=16$ & 1 & 3.396 & 0.680 \\ | |
| 81 | −(1) & $b$-bit both, $b=24$ & 1 & 3.396 & 0.680 \\ | |
| 82 | −(1) & $b$-bit both, $b=52$ & 1 & 3.396 & 0.680 \\ | |
| 83 | −(1,2) & $b$-bit Hessian, $b=2$ & 1 & 3.87e+5 & 0.377 \\ | |
| 84 | −(1,2) & $b$-bit Hessian, $b=3$ & 1 & 2.88e+5 & 0.338 \\ | |
| 85 | −(1,2) & $b$-bit Hessian, $b=4$ & 1 & 4.23e+5 & 0.141 \\ | |
| 86 | −(1,2) & $b$-bit Hessian, $b=6$ & 1 & 1.10e+6 & 0.053 \\ | |
| 87 | −(1,2) & $b$-bit Hessian, $b=8$ & 1 & 1.14e+7 & 0.035 \\ | |
| 88 | −(1,2) & $b$-bit Hessian, $b=12$ & 1 & 4.41e+7 & 0.034 \\ | |
| 89 | −(1,2) & $b$-bit Hessian, $b=16$ & 1 & 2.85e+7 & 0.034 \\ | |
| 90 | −(1,2) & $b$-bit Hessian, $b=24$ & 1 & 2.84e+7 & 0.034 \\ | |
| 91 | −(1,2) & $b$-bit Hessian, $b=52$ & 1 & 2.84e+7 & 0.034 \\ | |
| 92 | −(1,2) & $b$-bit score, $b=2$ & 1 & 2.70e+7 & 0.489 \\ | |
| 93 | −(1,2) & $b$-bit score, $b=3$ & 1 & 2.82e+7 & 0.254 \\ | |
| 94 | −(1,2) & $b$-bit score, $b=4$ & 1 & 2.82e+7 & 0.128 \\ | |
| 95 | −(1,2) & $b$-bit score, $b=6$ & 1 & 2.86e+7 & 0.047 \\ | |
| 96 | −(1,2) & $b$-bit score, $b=8$ & 1 & 2.84e+7 & 0.035 \\ | |
| 97 | −(1,2) & $b$-bit score, $b=12$ & 1 & 2.84e+7 & 0.034 \\ | |
| 98 | −(1,2) & $b$-bit score, $b=16$ & 1 & 2.84e+7 & 0.034 \\ | |
| 99 | −(1,2) & $b$-bit score, $b=24$ & 1 & 2.84e+7 & 0.034 \\ | |
| 100 | −(1,2) & $b$-bit score, $b=52$ & 1 & 2.84e+7 & 0.034 \\ | |
| 101 | −(1,2) & $b$-bit both, $b=2$ & 1 & 3.67e+5 & 0.596 \\ | |
| 102 | −(1,2) & $b$-bit both, $b=3$ & 1 & 2.86e+5 & 0.412 \\ | |
| 103 | −(1,2) & $b$-bit both, $b=4$ & 1 & 4.19e+5 & 0.189 \\ | |
| 104 | −(1,2) & $b$-bit both, $b=6$ & 1 & 1.10e+6 & 0.062 \\ | |
| 105 | −(1,2) & $b$-bit both, $b=8$ & 1 & 1.14e+7 & 0.036 \\ | |
| 106 | −(1,2) & $b$-bit both, $b=12$ & 1 & 4.41e+7 & 0.034 \\ | |
| 107 | −(1,2) & $b$-bit both, $b=16$ & 1 & 2.85e+7 & 0.034 \\ | |
| 108 | −(1,2) & $b$-bit both, $b=24$ & 1 & 2.84e+7 & 0.034 \\ | |
| 109 | −(1,2) & $b$-bit both, $b=52$ & 1 & 2.84e+7 & 0.034 \\ | |
| 110 | −(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 5.83e+6 & 513.109 \\ | |
| 111 | −(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 2.51e+7 & 553.804 \\ | |
| 112 | −(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 8.40e+7 & 770.186 \\ | |
| 113 | −(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 1.29e+7 & 690.742 \\ | |
| 114 | −(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 5.97e+7 & 707.712 \\ | |
| 115 | −(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 5.29e+8 & 708.627 \\ | |
| 116 | −(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 3.48e+9 & 708.586 \\ | |
| 117 | −(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 2.81e+9 & 708.579 \\ | |
| 118 | −(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 2.81e+9 & 708.579 \\ | |
| 119 | −(1,2,4) & $b$-bit score, $b=2$ & 1 & 2.70e+9 & 723.882 \\ | |
| 120 | −(1,2,4) & $b$-bit score, $b=3$ & 1 & 2.76e+9 & 723.868 \\ | |
| 121 | −(1,2,4) & $b$-bit score, $b=4$ & 1 & 2.76e+9 & 729.492 \\ | |
| 122 | −(1,2,4) & $b$-bit score, $b=6$ & 1 & 2.82e+9 & 706.637 \\ | |
| 123 | −(1,2,4) & $b$-bit score, $b=8$ & 1 & 2.81e+9 & 709.441 \\ | |
| 124 | −(1,2,4) & $b$-bit score, $b=12$ & 1 & 2.81e+9 & 708.518 \\ | |
| 125 | −(1,2,4) & $b$-bit score, $b=16$ & 1 & 2.81e+9 & 708.584 \\ | |
| 126 | −(1,2,4) & $b$-bit score, $b=24$ & 1 & 2.81e+9 & 708.579 \\ | |
| 127 | −(1,2,4) & $b$-bit score, $b=52$ & 1 & 2.81e+9 & 708.579 \\ | |
| 128 | −(1,2,4) & $b$-bit both, $b=2$ & 1 & 5.73e+6 & 525.460 \\ | |
| 129 | −(1,2,4) & $b$-bit both, $b=3$ & 1 & 2.55e+7 & 566.215 \\ | |
| 130 | −(1,2,4) & $b$-bit both, $b=4$ & 1 & 8.34e+7 & 792.684 \\ | |
| 131 | −(1,2,4) & $b$-bit both, $b=6$ & 1 & 1.29e+7 & 688.842 \\ | |
| 132 | −(1,2,4) & $b$-bit both, $b=8$ & 1 & 5.98e+7 & 708.573 \\ | |
| 133 | −(1,2,4) & $b$-bit both, $b=12$ & 1 & 5.29e+8 & 708.567 \\ | |
| 134 | −(1,2,4) & $b$-bit both, $b=16$ & 1 & 3.48e+9 & 708.591 \\ | |
| 135 | −(1,2,4) & $b$-bit both, $b=24$ & 1 & 2.81e+9 & 708.579 \\ | |
| 136 | −(1,2,4) & $b$-bit both, $b=52$ & 1 & 2.81e+9 & 708.579 \\ | |
| 56 | +(1) & $b$-bit Hessian, $b=2$ & 1 & 3.520 & 0.759 \\ | |
| 57 | +(1) & $b$-bit Hessian, $b=3$ & 1 & 3.313 & 0.682 \\ | |
| 58 | +(1) & $b$-bit Hessian, $b=4$ & 1 & 1.939 & 0.306 \\ | |
| 59 | +(1) & $b$-bit Hessian, $b=6$ & 1 & 1.412 & 0.142 \\ | |
| 60 | +(1) & $b$-bit Hessian, $b=8$ & 1 & 1.351 & 0.077 \\ | |
| 61 | +(1) & $b$-bit Hessian, $b=12$ & 1 & 1.350 & 0.073 \\ | |
| 62 | +(1) & $b$-bit Hessian, $b=16$ & 1 & 1.350 & 0.073 \\ | |
| 63 | +(1) & $b$-bit Hessian, $b=24$ & 1 & 1.350 & 0.073 \\ | |
| 64 | +(1) & $b$-bit Hessian, $b=52$ & 1 & 1.350 & 0.073 \\ | |
| 65 | +(1) & $b$-bit score, $b=2$ & 1 & 3.663 & 0.861 \\ | |
| 66 | +(1) & $b$-bit score, $b=3$ & 1 & 2.006 & 0.446 \\ | |
| 67 | +(1) & $b$-bit score, $b=4$ & 1 & 1.626 & 0.241 \\ | |
| 68 | +(1) & $b$-bit score, $b=6$ & 1 & 1.375 & 0.095 \\ | |
| 69 | +(1) & $b$-bit score, $b=8$ & 1 & 1.352 & 0.075 \\ | |
| 70 | +(1) & $b$-bit score, $b=12$ & 1 & 1.350 & 0.073 \\ | |
| 71 | +(1) & $b$-bit score, $b=16$ & 1 & 1.350 & 0.073 \\ | |
| 72 | +(1) & $b$-bit score, $b=24$ & 1 & 1.350 & 0.073 \\ | |
| 73 | +(1) & $b$-bit score, $b=52$ & 1 & 1.350 & 0.073 \\ | |
| 74 | +(1) & $b$-bit both, $b=2$ & 1 & 4.782 & 1.133 \\ | |
| 75 | +(1) & $b$-bit both, $b=3$ & 1 & 3.480 & 0.791 \\ | |
| 76 | +(1) & $b$-bit both, $b=4$ & 1 & 2.180 & 0.382 \\ | |
| 77 | +(1) & $b$-bit both, $b=6$ & 1 & 1.440 & 0.154 \\ | |
| 78 | +(1) & $b$-bit both, $b=8$ & 1 & 1.353 & 0.079 \\ | |
| 79 | +(1) & $b$-bit both, $b=12$ & 1 & 1.350 & 0.073 \\ | |
| 80 | +(1) & $b$-bit both, $b=16$ & 1 & 1.350 & 0.073 \\ | |
| 81 | +(1) & $b$-bit both, $b=24$ & 1 & 1.350 & 0.073 \\ | |
| 82 | +(1) & $b$-bit both, $b=52$ & 1 & 1.350 & 0.073 \\ | |
| 83 | +(1,2) & $b$-bit Hessian, $b=2$ & 1 & 0.714 & 0.072 \\ | |
| 84 | +(1,2) & $b$-bit Hessian, $b=3$ & 1 & 0.654 & 0.066 \\ | |
| 85 | +(1,2) & $b$-bit Hessian, $b=4$ & 1 & 0.256 & 0.027 \\ | |
| 86 | +(1,2) & $b$-bit Hessian, $b=6$ & 1 & 0.099 & 0.008 \\ | |
| 87 | +(1,2) & $b$-bit Hessian, $b=8$ & 1 & 0.063 & 0.002 \\ | |
| 88 | +(1,2) & $b$-bit Hessian, $b=12$ & 1 & 0.061 & 5.76e-4 \\ | |
| 89 | +(1,2) & $b$-bit Hessian, $b=16$ & 1 & 0.061 & 5.63e-4 \\ | |
| 90 | +(1,2) & $b$-bit Hessian, $b=24$ & 1 & 0.061 & 5.63e-4 \\ | |
| 91 | +(1,2) & $b$-bit Hessian, $b=52$ & 1 & 0.061 & 5.63e-4 \\ | |
| 92 | +(1,2) & $b$-bit score, $b=2$ & 1 & 0.855 & 0.116 \\ | |
| 93 | +(1,2) & $b$-bit score, $b=3$ & 1 & 0.461 & 0.058 \\ | |
| 94 | +(1,2) & $b$-bit score, $b=4$ & 1 & 0.234 & 0.030 \\ | |
| 95 | +(1,2) & $b$-bit score, $b=6$ & 1 & 0.083 & 0.008 \\ | |
| 96 | +(1,2) & $b$-bit score, $b=8$ & 1 & 0.063 & 0.002 \\ | |
| 97 | +(1,2) & $b$-bit score, $b=12$ & 1 & 0.061 & 5.71e-4 \\ | |
| 98 | +(1,2) & $b$-bit score, $b=16$ & 1 & 0.061 & 5.63e-4 \\ | |
| 99 | +(1,2) & $b$-bit score, $b=24$ & 1 & 0.061 & 5.63e-4 \\ | |
| 100 | +(1,2) & $b$-bit score, $b=52$ & 1 & 0.061 & 5.63e-4 \\ | |
| 101 | +(1,2) & $b$-bit both, $b=2$ & 1 & 1.093 & 0.136 \\ | |
| 102 | +(1,2) & $b$-bit both, $b=3$ & 1 & 0.766 & 0.085 \\ | |
| 103 | +(1,2) & $b$-bit both, $b=4$ & 1 & 0.345 & 0.040 \\ | |
| 104 | +(1,2) & $b$-bit both, $b=6$ & 1 & 0.115 & 0.011 \\ | |
| 105 | +(1,2) & $b$-bit both, $b=8$ & 1 & 0.065 & 0.003 \\ | |
| 106 | +(1,2) & $b$-bit both, $b=12$ & 1 & 0.061 & 5.84e-4 \\ | |
| 107 | +(1,2) & $b$-bit both, $b=16$ & 1 & 0.061 & 5.63e-4 \\ | |
| 108 | +(1,2) & $b$-bit both, $b=24$ & 1 & 0.061 & 5.63e-4 \\ | |
| 109 | +(1,2) & $b$-bit both, $b=52$ & 1 & 0.061 & 5.63e-4 \\ | |
| 110 | +(1,2,4) & $b$-bit Hessian, $b=2$ & 1 & 710.398 & 0.093 \\ | |
| 111 | +(1,2,4) & $b$-bit Hessian, $b=3$ & 1 & 1702.282 & 0.085 \\ | |
| 112 | +(1,2,4) & $b$-bit Hessian, $b=4$ & 1 & 1382.610 & 0.035 \\ | |
| 113 | +(1,2,4) & $b$-bit Hessian, $b=6$ & 1 & 1398.623 & 0.010 \\ | |
| 114 | +(1,2,4) & $b$-bit Hessian, $b=8$ & 1 & 1400.676 & 0.002 \\ | |
| 115 | +(1,2,4) & $b$-bit Hessian, $b=12$ & 1 & 1411.781 & 8.38e-4 \\ | |
| 116 | +(1,2,4) & $b$-bit Hessian, $b=16$ & 1 & 1410.756 & 8.21e-4 \\ | |
| 117 | +(1,2,4) & $b$-bit Hessian, $b=24$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 118 | +(1,2,4) & $b$-bit Hessian, $b=52$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 119 | +(1,2,4) & $b$-bit score, $b=2$ & 1 & 1328.049 & 0.159 \\ | |
| 120 | +(1,2,4) & $b$-bit score, $b=3$ & 1 & 1499.669 & 0.081 \\ | |
| 121 | +(1,2,4) & $b$-bit score, $b=4$ & 1 & 1408.276 & 0.041 \\ | |
| 122 | +(1,2,4) & $b$-bit score, $b=6$ & 1 & 1407.339 & 0.010 \\ | |
| 123 | +(1,2,4) & $b$-bit score, $b=8$ & 1 & 1413.145 & 0.003 \\ | |
| 124 | +(1,2,4) & $b$-bit score, $b=12$ & 1 & 1410.772 & 8.33e-4 \\ | |
| 125 | +(1,2,4) & $b$-bit score, $b=16$ & 1 & 1410.839 & 8.22e-4 \\ | |
| 126 | +(1,2,4) & $b$-bit score, $b=24$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 127 | +(1,2,4) & $b$-bit score, $b=52$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 128 | +(1,2,4) & $b$-bit both, $b=2$ & 1 & 662.576 & 0.185 \\ | |
| 129 | +(1,2,4) & $b$-bit both, $b=3$ & 1 & 1807.436 & 0.119 \\ | |
| 130 | +(1,2,4) & $b$-bit both, $b=4$ & 1 & 1380.154 & 0.054 \\ | |
| 131 | +(1,2,4) & $b$-bit both, $b=6$ & 1 & 1395.142 & 0.015 \\ | |
| 132 | +(1,2,4) & $b$-bit both, $b=8$ & 1 & 1402.962 & 0.003 \\ | |
| 133 | +(1,2,4) & $b$-bit both, $b=12$ & 1 & 1411.708 & 8.50e-4 \\ | |
| 134 | +(1,2,4) & $b$-bit both, $b=16$ & 1 & 1410.751 & 8.21e-4 \\ | |
| 135 | +(1,2,4) & $b$-bit both, $b=24$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 136 | +(1,2,4) & $b$-bit both, $b=52$ & 1 & 1410.845 & 8.22e-4 \\ | |
| 137 | 137 | \bottomrule |
| 138 | 138 | \end{tabular} |
| 139 | 139 | \begin{tablenotes}\footnotesize |
| 140 | −\item 400 paired replications per column; $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_logistic\_summary.csv}. | |
| 140 | +\item 400 paired replications per column (exact count per cell in the processed CSV); $K = N/m$. Rows are omitted when the pattern does not divide $m$. Source: \texttt{results/processed/ablation\_logistic\_summary.csv}. | |
| 141 | 141 | \end{tablenotes} |
| 142 | 142 | \end{threeparttable} |
| 143 | 143 | \end{table} |
modified
paper/tables/mc_exp_p1.tex
+18 −18
@@ -1,31 +1,31 @@ | ||
| 1 | 1 | \begin{table}[p] |
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | −\caption{Monte Carlo, exp design, $p = 1$, $N = 1,048,576$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_exp_p1} | |
| 4 | +\caption{Monte Carlo, exp design, $p = 1$, $N = 4,194,304$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_exp_p1} | |
| 5 | 5 | \begin{tabular}{@{}lrrrrrrrrrrrr@{}} |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 8$, $K = 131,072$} & \multicolumn{3}{c}{$m = 32$, $K = 32,768$} & \multicolumn{3}{c}{$m = 256$, $K = 4,096$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 16$, $K = 262,144$} & \multicolumn{3}{c}{$m = 64$, $K = 65,536$} & \multicolumn{3}{c}{$m = 256$, $K = 16,384$} & \multicolumn{3}{c}{$m = 1024$, $K = 4,096$} \\ | |
| 8 | 8 | & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 146.302 & 146.312 & 0.000 & 33.039 & 33.022 & 0.000 & 4.020 & 4.122 & 0.021 & 1.002 & 1.433 & 0.827 \\ | |
| 11 | −(1,1) average + 1 Newton & 20.903 & 20.921 & 0.000 & 1.066 & 1.483 & 0.802 & 0.016 & 0.975 & 0.955 & 9.84e-4 & 0.995 & 0.952 \\ | |
| 12 | −(1,2) average + 2 Newton & 0.427 & 1.094 & 0.929 & 0.001 & 0.997 & 0.951 & 2.45e-7 & 0.974 & 0.956 & 9.60e-10 & 0.995 & 0.952 \\ | |
| 13 | −(2,0) half-block jackknife & 48.771 & 48.775 & 0.000 & 2.239 & 2.480 & 0.410 & 0.128 & 0.984 & 0.952 & 0.063 & 0.997 & 0.952 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 2.326 & 2.529 & 0.364 & 0.005 & 0.997 & 0.951 & 2.76e-5 & 0.974 & 0.956 & 6.55e-6 & 0.995 & 0.952 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 0.005 & 1.010 & -- & 3.17e-8 & 0.997 & -- & 2.58e-12 & 0.974 & -- & 2.06e-13 & 0.995 & -- \\ | |
| 16 | −(3,0) quarter-block & 48.902 & 48.918 & -- & 0.649 & 1.188 & -- & 0.177 & 0.992 & -- & 0.090 & 0.999 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 2.359 & 2.562 & 0.360 & 7.11e-4 & 0.997 & 0.951 & 5.13e-5 & 0.974 & 0.956 & 1.34e-5 & 0.995 & 0.952 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 5.66e-4 & 1.010 & 0.951 & 1.14e-4 & 0.997 & 0.951 & 1.31e-5 & 0.974 & 0.956 & 3.13e-6 & 0.995 & 0.952 \\ | |
| 19 | −CSL, 1 round & 1.49e-13 & 1.010 & -- & 1.48e-13 & 0.997 & -- & 1.50e-13 & 0.974 & -- & 1.44e-13 & 0.995 & -- \\ | |
| 20 | −CSL, 2 rounds & 1.57e-13 & 1.010 & -- & 1.55e-13 & 0.997 & -- & 1.50e-13 & 0.974 & -- & 1.52e-13 & 0.995 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 113.780 & 113.779 & -- & 31.035 & 31.084 & -- & 3.988 & 4.120 & -- & 1.000 & 1.390 & -- \\ | |
| 22 | −(2,1) stale Hessian & 3.249 & 3.397 & -- & 0.063 & 1.001 & -- & 4.85e-4 & 0.974 & -- & 6.21e-5 & 0.995 & -- \\ | |
| 23 | −centralized MLE & 0 & 1.010 & 0.951 & 0 & 0.997 & 0.951 & 0 & 0.974 & 0.956 & 0 & 0.995 & 0.952 \\ | |
| 10 | +(1,0) plain average & 136.531 & 136.600 & 0.000 & 32.502 & 32.557 & 0.000 & 8.031 & 8.115 & 0.000 & 2.003 & 2.239 & 0.468 \\ | |
| 11 | +(1,1) average + 1 Newton & 9.102 & 9.100 & 0.000 & 0.516 & 1.107 & 0.930 & 0.032 & 1.059 & 0.944 & 0.002 & 1.000 & 0.952 \\ | |
| 12 | +(1,2) average + 2 Newton & 0.040 & 1.064 & 0.936 & 1.30e-4 & 1.000 & 0.948 & 4.85e-7 & 1.059 & 0.944 & 1.88e-9 & 1.000 & 0.952 \\ | |
| 13 | +(2,0) half-block jackknife & 19.523 & 19.486 & 0.000 & 1.098 & 1.456 & 0.820 & 0.144 & 1.064 & 0.942 & 0.065 & 1.003 & 0.950 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 0.186 & 1.071 & 0.930 & 6.55e-4 & 1.000 & 0.948 & 1.79e-5 & 1.059 & 0.944 & 3.69e-6 & 1.000 & 0.952 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 1.71e-5 & 1.066 & -- & 2.93e-10 & 1.000 & -- & 6.25e-13 & 1.059 & -- & 2.90e-13 & 1.000 & -- \\ | |
| 16 | +(3,0) quarter-block & 6.557 & 6.703 & -- & 0.380 & 1.061 & -- & 0.177 & 1.068 & -- & 0.092 & 1.006 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 0.022 & 1.065 & 0.936 & 1.22e-4 & 1.000 & 0.948 & 2.64e-5 & 1.059 & 0.944 & 7.47e-6 & 1.000 & 0.952 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 1.31e-4 & 1.066 & 0.932 & 2.44e-5 & 1.000 & 0.948 & 7.50e-6 & 1.059 & 0.944 & 1.59e-6 & 1.000 & 0.952 \\ | |
| 19 | +CSL, 1 round & 2.99e-13 & 1.066 & -- & 2.96e-13 & 1.000 & -- & 3.05e-13 & 1.059 & -- & 2.87e-13 & 1.000 & -- \\ | |
| 20 | +CSL, 2 rounds & 2.88e-13 & 1.066 & -- & 2.99e-13 & 1.000 & -- & 3.22e-13 & 1.059 & -- & 2.86e-13 & 1.000 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 120.465 & 120.405 & -- & 31.499 & 31.476 & -- & 7.968 & 8.023 & -- & 1.999 & 2.234 & -- \\ | |
| 22 | +(2,1) stale Hessian & 0.971 & 1.397 & -- & 0.016 & 1.000 & -- & 5.43e-4 & 1.059 & -- & 6.40e-5 & 1.000 & -- \\ | |
| 23 | +centralized MLE & 0 & 1.066 & 0.932 & 0 & 1.000 & 0.948 & 0 & 1.059 & 0.944 & 0 & 1.000 & 0.952 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | −\item 2000 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.005$. | |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=8$: 1.000 / 1.000; $m=16$: 1.000 / 1.000; $m=32$: 1.000 / 1.000; $m=64$: 1.000 / 1.000; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 27 | +\item 500 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.010$. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=16$: 1.000 / 1.000; $m=32$: 1.000 / 1.000; $m=64$: 1.000 / 1.000; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
modified
paper/tables/mc_logit_misspec_p3.tex
+16 −16
@@ -4,28 +4,28 @@ | ||
| 4 | 4 | \caption{Monte Carlo, logit misspec design, $p = 3$, $N = 1,048,576$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_logit_misspec_p3} |
| 5 | 5 | \begin{tabular}{@{}lrrrrrrrrrrrr@{}} |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 64$, $K = 16,384$} & \multicolumn{3}{c}{$m = 128$, $K = 8,192$} & \multicolumn{3}{c}{$m = 256$, $K = 4,096$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 32$, $K = 32,768$} & \multicolumn{3}{c}{$m = 64$, $K = 16,384$} & \multicolumn{3}{c}{$m = 256$, $K = 4,096$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} \\ | |
| 8 | 8 | & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 52.024 & 130.880 & 0.007 & 24.676 & 146.781 & 0.002 & 12.064 & 155.047 & 0.000 & 5.968 & 159.218 & 0.000 \\ | |
| 11 | −(1,1) average + 1 Newton & 0.900 & 164.201 & 0.000 & 0.197 & 163.774 & 0.000 & 0.047 & 163.574 & 0.000 & 0.011 & 163.487 & 0.000 \\ | |
| 12 | −(1,2) average + 2 Newton & 2.65e-4 & 163.509 & 0.000 & 1.28e-5 & 163.622 & 0.000 & 7.15e-7 & 163.538 & 0.000 & 4.26e-8 & 163.478 & 0.000 \\ | |
| 13 | −(2,0) half-block jackknife & 41.221 & 185.011 & 0.000 & 2.877 & 165.603 & 0.000 & 0.879 & 163.955 & 0.000 & 0.476 & 163.571 & 0.000 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 1.800 & 163.824 & 0.000 & 0.003 & 163.624 & 0.000 & 2.93e-4 & 163.538 & 0.000 & 7.54e-5 & 163.478 & 0.000 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 0.011 & 163.510 & -- & 3.58e-9 & 163.622 & -- & 5.96e-11 & 163.538 & -- & 5.86e-12 & 163.478 & -- \\ | |
| 16 | −(3,0) quarter-block & 2684.344 & 2590.365 & -- & 15.401 & 160.546 & -- & 0.990 & 163.440 & -- & 0.643 & 163.457 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 1.55e+5 & 1.55e+5 & 0.001 & 0.477 & 163.678 & 0.000 & 3.15e-4 & 163.538 & 0.000 & 1.31e-4 & 163.478 & 0.000 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 0.021 & 163.522 & 0.000 & 0.005 & 163.625 & 0.000 & 0.001 & 163.539 & 0.000 & 3.26e-4 & 163.478 & 0.000 \\ | |
| 19 | −CSL, 1 round & 12.528 & 165.985 & -- & 4.076 & 164.034 & -- & 1.379 & 163.657 & -- & 0.464 & 163.509 & -- \\ | |
| 20 | −CSL, 2 rounds & 6.106 & 161.226 & -- & 1.253 & 163.102 & -- & 0.264 & 163.414 & -- & 0.059 & 163.450 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 41.700 & 197.944 & -- & 21.366 & 180.844 & -- & 10.841 & 172.157 & -- & 5.470 & 167.791 & -- \\ | |
| 22 | −(2,1) stale Hessian & 4.858 & 162.149 & -- & 0.086 & 163.564 & -- & 0.013 & 163.532 & -- & 0.004 & 163.477 & -- \\ | |
| 23 | −centralized MLE & 0 & 163.509 & 0.000 & 0 & 163.622 & 0.000 & 0 & 163.538 & 0.000 & 0 & 163.478 & 0.000 \\ | |
| 10 | +(1,0) plain average & 135.980 & 120.303 & 0.003 & 52.024 & 130.880 & 0.007 & 12.064 & 155.047 & 0.000 & 5.968 & 159.218 & 0.000 \\ | |
| 11 | +(1,1) average + 1 Newton & 13.101 & 169.121 & 0.000 & 0.900 & 164.201 & 0.000 & 0.047 & 163.574 & 0.000 & 0.011 & 163.487 & 0.000 \\ | |
| 12 | +(1,2) average + 2 Newton & 0.479 & 163.566 & 0.000 & 2.65e-4 & 163.509 & 0.000 & 7.15e-7 & 163.538 & 0.000 & 4.26e-8 & 163.478 & 0.000 \\ | |
| 13 | +(2,0) half-block jackknife & 7708.810 & 7813.703 & 0.001 & 41.221 & 185.011 & 0.000 & 0.879 & 163.955 & 0.000 & 0.476 & 163.571 & 0.000 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 4.73e+6 & 4.73e+6 & 0.001 & 1.800 & 163.824 & 0.000 & 2.93e-4 & 163.538 & 0.000 & 7.54e-5 & 163.478 & 0.000 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 1.75e+16 & 1.75e+16 & -- & 0.011 & 163.510 & -- & 5.96e-11 & 163.538 & -- & 5.86e-12 & 163.478 & -- \\ | |
| 16 | +(3,0) quarter-block & 1.32e+4 & 1.31e+4 & -- & 2684.344 & 2590.365 & -- & 0.990 & 163.440 & -- & 0.643 & 163.457 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 5.83e+7 & 5.83e+7 & 0.008 & 1.55e+5 & 1.55e+5 & 0.001 & 3.15e-4 & 163.538 & 0.000 & 1.31e-4 & 163.478 & 0.000 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 1.75e+18 & 1.75e+18 & 0.004 & 0.021 & 163.522 & 0.000 & 0.001 & 163.539 & 0.000 & 3.26e-4 & 163.478 & 0.000 \\ | |
| 19 | +CSL, 1 round & 51.104 & 181.310 & -- & 12.528 & 165.985 & -- & 1.379 & 163.657 & -- & 0.464 & 163.509 & -- \\ | |
| 20 | +CSL, 2 rounds & 54.317 & 157.156 & -- & 6.106 & 161.226 & -- & 0.264 & 163.414 & -- & 0.059 & 163.450 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 80.818 & 232.638 & -- & 41.700 & 197.944 & -- & 10.841 & 172.157 & -- & 5.470 & 167.791 & -- \\ | |
| 22 | +(2,1) stale Hessian & 5379.284 & 5461.385 & -- & 4.858 & 162.149 & -- & 0.013 & 163.532 & -- & 0.004 & 163.477 & -- \\ | |
| 23 | +centralized MLE & 0 & 163.528 & 0.000 & 0 & 163.509 & 0.000 & 0 & 163.538 & 0.000 & 0 & 163.478 & 0.000 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | 27 | \item 1000 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.007$. |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=64$: 1.000 / 0.945; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=32$: 0.972 / 0.268; $m=64$: 1.000 / 0.945; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
modified
paper/tables/mc_logit_p20_p20.tex
+18 −18
@@ -2,30 +2,30 @@ | ||
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | 4 | \caption{Monte Carlo, logit p20 design, $p = 20$, $N = 1,048,576$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_logit_p20_p20} |
| 5 | −\begin{tabular}{@{}lrrrrrr@{}} | |
| 5 | +\begin{tabular}{@{}lrrrrrrrrrrrr@{}} | |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} & \multicolumn{3}{c}{$m = 2048$, $K = 512$} \\ | |
| 8 | − & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 128$, $K = 8,192$} & \multicolumn{3}{c}{$m = 256$, $K = 4,096$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} & \multicolumn{3}{c}{$m = 2048$, $K = 512$} \\ | |
| 8 | + & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 29.210 & 30.964 & 0.343 & 14.338 & 17.881 & 0.719 \\ | |
| 11 | −(1,1) average + 1 Newton & 0.369 & 10.159 & 0.953 & 0.088 & 10.329 & 0.954 \\ | |
| 12 | −(1,2) average + 2 Newton & 5.84e-5 & 10.155 & 0.953 & 3.37e-6 & 10.331 & 0.954 \\ | |
| 13 | −(2,0) half-block jackknife & 3.171 & 10.608 & 0.941 & 1.668 & 10.468 & 0.947 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 0.004 & 10.155 & 0.953 & 9.12e-4 & 10.331 & 0.954 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 7.91e-9 & 10.155 & -- & 5.12e-10 & 10.331 & -- \\ | |
| 16 | −(3,0) quarter-block & 3.404 & 10.700 & -- & 2.272 & 10.592 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 0.003 & 10.155 & 0.953 & 0.002 & 10.331 & 0.954 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 7.34e-4 & 10.155 & 0.953 & 3.59e-4 & 10.331 & 0.954 \\ | |
| 19 | −CSL, 1 round & 2.937 & 10.575 & -- & 1.017 & 10.358 & -- \\ | |
| 20 | −CSL, 2 rounds & 0.691 & 10.182 & -- & 0.163 & 10.334 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 28.049 & 29.782 & -- & 14.027 & 17.221 & -- \\ | |
| 22 | −(2,1) stale Hessian & 0.066 & 10.156 & -- & 0.018 & 10.331 & -- \\ | |
| 23 | −centralized MLE & 0 & 10.155 & 0.953 & 0 & 10.331 & 0.954 \\ | |
| 10 | +(1,0) plain average & 323.376 & 323.718 & 0.000 & 131.255 & 131.770 & 0.000 & 29.210 & 30.964 & 0.343 & 14.338 & 17.881 & 0.719 \\ | |
| 11 | +(1,1) average + 1 Newton & 49.477 & 50.361 & 0.075 & 7.699 & 12.790 & 0.889 & 0.369 & 10.159 & 0.953 & 0.088 & 10.329 & 0.954 \\ | |
| 12 | +(1,2) average + 2 Newton & 1.031 & 10.362 & 0.947 & 0.025 & 10.300 & 0.952 & 5.84e-5 & 10.155 & 0.953 & 3.37e-6 & 10.331 & 0.954 \\ | |
| 13 | +(2,0) half-block jackknife & 1.65e+5 & 1.65e+5 & 0.000 & 61.069 & 61.824 & 0.033 & 3.171 & 10.608 & 0.941 & 1.668 & 10.468 & 0.947 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 2.26e+11 & 2.26e+11 & 0.066 & 1.564 & 10.400 & 0.947 & 0.004 & 10.155 & 0.953 & 9.12e-4 & 10.331 & 0.954 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 1.29e+131 & 1.29e+131 & -- & 0.001 & 10.301 & -- & 7.91e-9 & 10.155 & -- & 5.12e-10 & 10.331 & -- \\ | |
| 16 | +(3,0) quarter-block & 3.25e+5 & 3.25e+5 & -- & 4.40e+4 & 4.40e+4 & -- & 3.404 & 10.700 & -- & 2.272 & 10.592 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 1.84e+12 & 1.84e+12 & 0.899 & 4.14e+9 & 4.14e+9 & 0.008 & 0.003 & 10.155 & 0.953 & 0.002 & 10.331 & 0.954 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 0.253 & 10.331 & 0.949 & 0.009 & 10.300 & 0.952 & 7.34e-4 & 10.155 & 0.953 & 3.59e-4 & 10.331 & 0.954 \\ | |
| 19 | +CSL, 1 round & 112.258 & 112.746 & -- & 29.269 & 31.021 & -- & 2.937 & 10.575 & -- & 1.017 & 10.358 & -- \\ | |
| 20 | +CSL, 2 rounds & 141.077 & 141.505 & -- & 18.314 & 21.012 & -- & 0.691 & 10.182 & -- & 0.163 & 10.334 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 230.409 & 230.466 & -- & 112.533 & 112.893 & -- & 28.049 & 29.782 & -- & 14.027 & 17.221 & -- \\ | |
| 22 | +(2,1) stale Hessian & 1.63e+5 & 1.63e+5 & -- & 6.341 & 12.156 & -- & 0.066 & 10.156 & -- & 0.018 & 10.331 & -- \\ | |
| 23 | +centralized MLE & 0 & 10.332 & 0.948 & 0 & 10.301 & 0.952 & 0 & 10.155 & 0.953 & 0 & 10.331 & 0.954 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | 27 | \item 500 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.010$. |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=1024$: 1.000 / 1.000; $m=2048$: 1.000 / 1.000. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=128$: 0.821 / 0.000; $m=256$: 1.000 / 0.674; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000; $m=2048$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
modified
paper/tables/mc_logit_p3.tex
+16 −16
@@ -4,28 +4,28 @@ | ||
| 4 | 4 | \caption{Monte Carlo, logit design, $p = 3$, $N = 1,048,576$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_logit_p3} |
| 5 | 5 | \begin{tabular}{@{}lrrrrrrrrrrrr@{}} |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 64$, $K = 16,384$} & \multicolumn{3}{c}{$m = 128$, $K = 8,192$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 32$, $K = 32,768$} & \multicolumn{3}{c}{$m = 128$, $K = 8,192$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} \\ | |
| 8 | 8 | & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 61.612 & 61.746 & 0.000 & 29.019 & 29.330 & 0.008 & 6.969 & 7.892 & 0.572 & 3.463 & 5.064 & 0.860 \\ | |
| 11 | −(1,1) average + 1 Newton & 1.463 & 4.092 & 0.933 & 0.318 & 3.757 & 0.951 & 0.018 & 3.744 & 0.951 & 0.004 & 3.751 & 0.957 \\ | |
| 12 | −(1,2) average + 2 Newton & 7.95e-4 & 3.831 & 0.949 & 3.76e-5 & 3.751 & 0.952 & 1.21e-7 & 3.744 & 0.951 & 6.47e-9 & 3.751 & 0.957 \\ | |
| 13 | −(2,0) half-block jackknife & 3147.554 & 3147.627 & 0.020 & 3.782 & 5.308 & 0.829 & 0.514 & 3.775 & 0.949 & 0.338 & 3.769 & 0.958 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 1.19e+7 & 1.19e+7 & 0.898 & 0.006 & 3.751 & 0.952 & 1.09e-4 & 3.744 & 0.951 & 4.55e-5 & 3.751 & 0.957 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 3.52e+17 & 3.52e+17 & -- & 1.39e-8 & 3.751 & -- & 1.08e-9 & 3.744 & -- & 1.08e-9 & 3.751 & -- \\ | |
| 16 | −(3,0) quarter-block & 7309.080 & 7309.149 & -- & 79.768 & 79.856 & -- & 0.678 & 3.792 & -- & 0.473 & 3.781 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 9.24e+7 & 9.24e+7 & 0.001 & 144.811 & 144.911 & 0.947 & 1.73e-4 & 3.744 & 0.951 & 8.65e-5 & 3.751 & 0.957 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 5.38e-4 & 3.831 & 0.949 & 1.76e-4 & 3.751 & 0.952 & 4.49e-5 & 3.744 & 0.951 & 2.13e-5 & 3.751 & 0.957 \\ | |
| 19 | −CSL, 1 round & 13.350 & 13.891 & -- & 4.334 & 5.683 & -- & 0.510 & 3.790 & -- & 0.170 & 3.754 & -- \\ | |
| 20 | −CSL, 2 rounds & 6.175 & 7.230 & -- & 1.233 & 3.960 & -- & 0.064 & 3.744 & -- & 0.014 & 3.751 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 52.632 & 52.757 & -- & 26.847 & 27.041 & -- & 6.829 & 7.809 & -- & 3.423 & 5.119 & -- \\ | |
| 22 | −(2,1) stale Hessian & 3046.272 & 3046.346 & -- & 0.102 & 3.753 & -- & 0.004 & 3.744 & -- & 0.001 & 3.751 & -- \\ | |
| 23 | −centralized MLE & 0 & 3.831 & 0.949 & 0 & 3.751 & 0.952 & 0 & 3.744 & 0.951 & 0 & 3.751 & 0.957 \\ | |
| 10 | +(1,0) plain average & 286.566 & 286.648 & 0.000 & 29.019 & 29.330 & 0.008 & 6.969 & 7.892 & 0.572 & 3.463 & 5.064 & 0.860 \\ | |
| 11 | +(1,1) average + 1 Newton & 2689.961 & 2689.977 & 0.331 & 0.318 & 3.757 & 0.951 & 0.018 & 3.744 & 0.951 & 0.004 & 3.751 & 0.957 \\ | |
| 12 | +(1,2) average + 2 Newton & 8.41e+6 & 8.41e+6 & 0.945 & 3.76e-5 & 3.751 & 0.952 & 1.21e-7 & 3.744 & 0.951 & 6.47e-9 & 3.751 & 0.957 \\ | |
| 13 | +(2,0) half-block jackknife & 1.45e+4 & 1.45e+4 & 0.000 & 3.782 & 5.308 & 0.829 & 0.514 & 3.775 & 0.949 & 0.338 & 3.769 & 0.958 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 2.04e+8 & 2.04e+8 & 0.004 & 0.006 & 3.751 & 0.952 & 1.09e-4 & 3.744 & 0.951 & 4.55e-5 & 3.751 & 0.957 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 1.18e+24 & 1.18e+24 & -- & 1.39e-8 & 3.751 & -- & 1.08e-9 & 3.744 & -- & 1.08e-9 & 3.751 & -- \\ | |
| 16 | +(3,0) quarter-block & 2.50e+4 & 2.50e+4 & -- & 79.768 & 79.856 & -- & 0.678 & 3.792 & -- & 0.473 & 3.781 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 1.52e+9 & 1.52e+9 & 0.008 & 144.811 & 144.911 & 0.947 & 1.73e-4 & 3.744 & 0.951 & 8.65e-5 & 3.751 & 0.957 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 4.62e+117 & 4.62e+117 & 0.457 & 1.76e-4 & 3.751 & 0.952 & 4.49e-5 & 3.744 & 0.951 & 2.13e-5 & 3.751 & 0.957 \\ | |
| 19 | +CSL, 1 round & 57.743 & 57.803 & -- & 4.334 & 5.683 & -- & 0.510 & 3.790 & -- & 0.170 & 3.754 & -- \\ | |
| 20 | +CSL, 2 rounds & 50.483 & 50.642 & -- & 1.233 & 3.960 & -- & 0.064 & 3.744 & -- & 0.014 & 3.751 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 102.585 & 102.557 & -- & 26.847 & 27.041 & -- & 6.829 & 7.809 & -- & 3.423 & 5.119 & -- \\ | |
| 22 | +(2,1) stale Hessian & 1.24e+4 & 1.24e+4 & -- & 0.102 & 3.753 & -- & 0.004 & 3.744 & -- & 0.001 & 3.751 & -- \\ | |
| 23 | +centralized MLE & 0 & 3.806 & 0.950 & 0 & 3.751 & 0.952 & 0 & 3.744 & 0.951 & 0 & 3.751 & 0.957 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | 27 | \item 1000 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.007$. |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=64$: 1.000 / 0.924; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=32$: 0.961 / 0.234; $m=64$: 1.000 / 0.924; $m=128$: 1.000 / 1.000; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
modified
paper/tables/mc_logit_p8.tex
+18 −18
@@ -2,30 +2,30 @@ | ||
| 2 | 2 | \centering\scriptsize |
| 3 | 3 | \begin{threeparttable} |
| 4 | 4 | \caption{Monte Carlo, logit design, $p = 8$, $N = 1,048,576$: scaled gap to $\widehat\theta_N$, scaled RMSE and 95\% coverage by local sample size $m$.}\label{tab:mc_logit_p8} |
| 5 | −\begin{tabular}{@{}lrrrrrrrrr@{}} | |
| 5 | +\begin{tabular}{@{}lrrrrrrrrrrrr@{}} | |
| 6 | 6 | \toprule |
| 7 | −Estimator & \multicolumn{3}{c}{$m = 256$, $K = 4,096$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} \\ | |
| 8 | − & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 7 | +Estimator & \multicolumn{3}{c}{$m = 64$, $K = 16,384$} & \multicolumn{3}{c}{$m = 128$, $K = 8,192$} & \multicolumn{3}{c}{$m = 512$, $K = 2,048$} & \multicolumn{3}{c}{$m = 1024$, $K = 1,024$} \\ | |
| 8 | + & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov & gap & RMSE & cov \\ | |
| 9 | 9 | \midrule |
| 10 | −(1,0) plain average & 44.320 & 44.777 & 0.000 & 21.491 & 22.386 & 0.148 & 10.589 & 12.356 & 0.633 \\ | |
| 11 | −(1,1) average + 1 Newton & 0.835 & 6.432 & 0.950 & 0.195 & 6.304 & 0.952 & 0.047 & 6.342 & 0.953 \\ | |
| 12 | −(1,2) average + 2 Newton & 2.92e-4 & 6.378 & 0.951 & 1.59e-5 & 6.301 & 0.952 & 9.30e-7 & 6.342 & 0.953 \\ | |
| 13 | −(2,0) half-block jackknife & 6.674 & 9.231 & 0.824 & 1.888 & 6.568 & 0.943 & 0.958 & 6.404 & 0.950 \\ | |
| 14 | −(2,1) half-block + 1 Newton & 0.019 & 6.378 & 0.951 & 0.001 & 6.301 & 0.951 & 3.22e-4 & 6.342 & 0.953 \\ | |
| 15 | −(2,2) half-block + 2 Newton & 1.67e-7 & 6.378 & -- & 1.40e-9 & 6.301 & -- & 7.37e-11 & 6.342 & -- \\ | |
| 16 | −(3,0) quarter-block & 13.791 & 15.259 & -- & 1.925 & 6.571 & -- & 1.281 & 6.458 & -- \\ | |
| 17 | −(3,1) quarter-block + 1 Newton & 0.984 & 6.440 & 0.949 & 0.001 & 6.301 & 0.952 & 5.11e-4 & 6.342 & 0.953 \\ | |
| 18 | −analytic Cox--Snell + 1 Newton & 5.91e-4 & 6.378 & 0.951 & 2.62e-4 & 6.301 & 0.951 & 1.30e-4 & 6.342 & 0.953 \\ | |
| 19 | −CSL, 1 round & 6.304 & 8.966 & -- & 2.097 & 6.631 & -- & 0.718 & 6.378 & -- \\ | |
| 20 | −CSL, 2 rounds & 2.003 & 6.709 & -- & 0.431 & 6.314 & -- & 0.101 & 6.344 & -- \\ | |
| 21 | −AEE (Lin--Xi) & 41.193 & 41.683 & -- & 20.707 & 21.655 & -- & 10.393 & 12.159 & -- \\ | |
| 22 | −(2,1) stale Hessian & 0.209 & 6.382 & -- & 0.031 & 6.301 & -- & 0.008 & 6.342 & -- \\ | |
| 23 | −centralized MLE & 0 & 6.378 & 0.951 & 0 & 6.301 & 0.952 & 0 & 6.342 & 0.953 \\ | |
| 10 | +(1,0) plain average & 233.195 & 233.424 & 0.000 & 94.927 & 95.224 & 0.000 & 21.491 & 22.386 & 0.148 & 10.589 & 12.356 & 0.633 \\ | |
| 11 | +(1,1) average + 1 Newton & 31.483 & 32.009 & 0.099 & 3.909 & 7.327 & 0.916 & 0.195 & 6.304 & 0.952 & 0.047 & 6.342 & 0.953 \\ | |
| 12 | +(1,2) average + 2 Newton & 2.275 & 6.848 & 0.942 & 0.006 & 6.260 & 0.956 & 1.59e-5 & 6.301 & 0.952 & 9.30e-7 & 6.342 & 0.953 \\ | |
| 13 | +(2,0) half-block jackknife & 9.42e+4 & 9.42e+4 & 0.000 & 45.313 & 45.654 & 0.004 & 1.888 & 6.568 & 0.943 & 0.958 & 6.404 & 0.950 \\ | |
| 14 | +(2,1) half-block + 1 Newton & 1.62e+11 & 1.62e+11 & 0.009 & 3.356 & 7.081 & 0.952 & 0.001 & 6.301 & 0.951 & 3.22e-4 & 6.342 & 0.953 \\ | |
| 15 | +(2,2) half-block + 2 Newton & 2.38e+24 & 2.38e+24 & -- & 0.125 & 6.261 & -- & 1.40e-9 & 6.301 & -- & 7.37e-11 & 6.342 & -- \\ | |
| 16 | +(3,0) quarter-block & 1.86e+5 & 1.86e+5 & -- & 2.85e+4 & 2.85e+4 & -- & 1.925 & 6.571 & -- & 1.281 & 6.458 & -- \\ | |
| 17 | +(3,1) quarter-block + 1 Newton & 1.32e+12 & 1.32e+12 & 0.018 & 2.36e+9 & 2.36e+9 & 0.002 & 0.001 & 6.301 & 0.952 & 5.11e-4 & 6.342 & 0.953 \\ | |
| 18 | +analytic Cox--Snell + 1 Newton & 9.07e+53 & 9.07e+53 & 0.918 & 0.003 & 6.260 & 0.956 & 2.62e-4 & 6.301 & 0.951 & 1.30e-4 & 6.342 & 0.953 \\ | |
| 19 | +CSL, 1 round & 76.119 & 76.343 & -- & 20.125 & 21.127 & -- & 2.097 & 6.631 & -- & 0.718 & 6.378 & -- \\ | |
| 20 | +CSL, 2 rounds & 80.931 & 81.210 & -- & 10.636 & 12.318 & -- & 0.431 & 6.314 & -- & 0.101 & 6.344 & -- \\ | |
| 21 | +AEE (Lin--Xi) & 163.596 & 163.586 & -- & 81.848 & 81.995 & -- & 20.707 & 21.655 & -- & 10.393 & 12.159 & -- \\ | |
| 22 | +(2,1) stale Hessian & 9.31e+4 & 9.31e+4 & -- & 7.823 & 10.074 & -- & 0.031 & 6.301 & -- & 0.008 & 6.342 & -- \\ | |
| 23 | +centralized MLE & 0 & 6.495 & 0.945 & 0 & 6.260 & 0.956 & 0 & 6.301 & 0.952 & 0 & 6.342 & 0.953 \\ | |
| 24 | 24 | \bottomrule |
| 25 | 25 | \end{tabular} |
| 26 | 26 | \begin{tablenotes}\footnotesize |
| 27 | 27 | \item 1000 paired replications per column. gap $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \widehat\theta_N\rVert$; RMSE $=$ root mean square of $\sqrt N\,\lVert\tilde\theta - \theta_0\rVert$; cov $=$ empirical coverage of nominal 95\% Wald intervals (observed information at the estimate; `--' when not computed). Monte Carlo standard errors of the gaps and RMSEs are in \texttt{results/processed/summary.csv}; coverage standard error $\approx 0.007$. |
| 28 | −\item Fraction of workers with all local fits valid (orders 2 / 3): $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 28 | +\item Fraction of workers with all local fits valid (orders 2 / 3): $m=64$: 0.930 / 0.009; $m=128$: 1.000 / 0.865; $m=256$: 1.000 / 1.000; $m=512$: 1.000 / 1.000; $m=1024$: 1.000 / 1.000. | |
| 29 | 29 | \end{tablenotes} |
| 30 | 30 | \end{threeparttable} |
| 31 | 31 | \end{table} |
modified
paper/tables/mc_rates.tex
+5 −4
@@ -7,12 +7,13 @@ | ||
| 7 | 7 | Design & $p$ & $N$ & r1\_q0 & r1\_q1 & r1\_q2 & r2\_q0 & r2\_q1 & r3\_q0 & r3\_q1 & cs\_q1 \\ |
| 8 | 8 | predicted & & & -1 & -2 & -4 & -2 & -4 & -3 & -6 & -4 \\ |
| 9 | 9 | \midrule |
| 10 | −exp & 1 & 1,048,576 & -1.02 & -2.04 & -4.11 & -1.36 & -2.59 & -1.11 & -2.12 & -1.05 \\ | |
| 10 | +exp & 1 & 4,194,304 & -1.01 & -2.03 & -4.05 & -1.39 & -2.61 & -0.89 & -1.69 & -1.05 \\ | |
| 11 | 11 | exp contam & 1 & 1,048,576 & -0.90 & -1.81 & -3.62 & -1.10 & -2.12 & -1.47 & -2.76 & -1.50 \\ |
| 12 | −logit & 3 & 1,048,576 & -1.04 & -2.08 & -4.21 & -2.92 & -8.16 & -3.47 & -9.96 & -1.13 \\ | |
| 13 | −logit & 8 & 1,048,576 & -1.03 & -2.07 & -4.15 & -1.40 & -2.94 & -1.71 & -5.46 & -1.09 \\ | |
| 12 | +logit & 3 & 1,048,576 & -1.21 & -3.35 & -8.38 & -3.33 & -9.25 & -3.57 & -10.15 & -58.39 \\ | |
| 13 | +logit & 8 & 1,048,576 & -1.11 & -2.31 & -5.11 & -3.78 & -10.88 & -4.81 & -14.32 & -38.76 \\ | |
| 14 | 14 | logit illcond & 8 & 1,048,576 & -1.10 & -2.25 & -4.51 & -3.87 & -11.27 & -5.30 & -15.59 & -1.95 \\ |
| 15 | −logit misspec & 3 & 1,048,576 & -1.04 & -2.10 & -4.20 & -2.10 & -4.69 & -4.00 & -10.10 & -2.00 \\ | |
| 15 | +logit misspec & 3 & 1,048,576 & -1.11 & -2.46 & -5.54 & -3.35 & -8.43 & -4.00 & -10.63 & -14.84 \\ | |
| 16 | +logit p20 & 20 & 1,048,576 & -1.12 & -2.26 & -4.52 & -3.75 & -10.43 & -4.79 & -14.04 & -2.26 \\ | |
| 16 | 17 | pois & 3 & 1,048,576 & -1.02 & -2.04 & -4.15 & -1.22 & -2.78 & -1.96 & -3.98 & -1.07 \\ |
| 17 | 18 | pois & 8 & 1,048,576 & -1.03 & -2.06 & -4.11 & -1.28 & -2.48 & -2.14 & -4.53 & -1.07 \\ |
| 18 | 19 | \bottomrule |
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paper/tables/numbers.tex
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@@ -1,6 +1,6 @@ | ||
| 1 | 1 | % Auto-generated by experiments/make_tables.py |
| 2 | −\newcommand{\numMCcells}{158} | |
| 3 | −\newcommand{\numManifest}{158} | |
| 2 | +\newcommand{\numMCcells}{173} | |
| 3 | +\newcommand{\numManifest}{173} | |
| 4 | 4 | \newcommand{\numMCrepsExp}{2000} |
| 5 | 5 | \newcommand{\numMCrepsLogit}{1000} |
| 6 | 6 | \newcommand{\benchHosts}{0} |
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results/processed/ablation_exponential_summary.csv
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@@ -757,133 +757,133 @@ N,m,variant,pattern,r,q,hessian,bits,rms,mean0,n,valid | ||
| 757 | 757 | 3145728,192,pat1_q3,1,1,3,exact,64,2.1758484637398277e-13,9.845568954283843e-16,1000,1.0 |
| 758 | 758 | 3145728,192,pat1_q3_single,1,1,3,single,64,2.1820766258333744e-13,1.1814682745140614e-15,1000, |
| 759 | 759 | 3145728,192,pat1_q3_stale,1,1,3,stale,64,2.610114628767646e-06,2.607706495263206e-06,1000, |
| 760 | −6291456,24,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,2.247496608690636,-0.39638191497480785,100,1.0 | |
| 761 | −6291456,24,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.0033186059440164775,-0.00201385962130475,100,1.0 | |
| 762 | −6291456,24,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,1.1082082844953716e-08,-4.391084427279304e-09,100,1.0 | |
| 763 | −6291456,24,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,3.0378008013684364e-13,8.354242286656625e-15,100,1.0 | |
| 764 | −6291456,24,pat1-2-3_q0,1-2-3,3,0,exact,64,1.6467940097574683,1.3336086689159403,100,1.0 | |
| 765 | −6291456,24,pat1-2-3_q1,1-2-3,3,1,exact,64,0.0016834679463196165,-0.0010813223158701866,100,1.0 | |
| 766 | −6291456,24,pat1-2-3_q2,1-2-3,3,2,exact,64,3.086847431904937e-09,-1.1301034168429014e-09,100,1.0 | |
| 767 | −6291456,24,pat1-2-3_q3,1-2-3,3,3,exact,64,3.075854069372482e-13,2.2277979431084334e-14,100,1.0 | |
| 768 | −6291456,24,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,1.3945312543561215,-1.0758480357854432,100,1.0 | |
| 769 | −6291456,24,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.0011057157708327027,-0.0007752680356172265,100,1.0 | |
| 770 | −6291456,24,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,1.0114125490484862e-09,-4.873697865189741e-10,100,1.0 | |
| 771 | −6291456,24,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,3.113442275577916e-13,8.354242286656626e-15,100,1.0 | |
| 772 | −6291456,24,pat1-2-4_q0,1-2-4,3,0,exact,64,2.031838644537755,1.910272196879036,100,1.0 | |
| 773 | −6291456,24,pat1-2-4_q1,1-2-4,3,1,exact,64,0.0020052435287412997,-0.0016459949131459291,100,1.0 | |
| 774 | −6291456,24,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.001993364260368759,-0.001631416397739828,100, | |
| 775 | −6291456,24,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0020057906114727595,-0.001646308857278083,100, | |
| 776 | −6291456,24,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.002267699263173942,0.0015601689658671359,100, | |
| 777 | −6291456,24,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.0020052479610826075,-0.001645997897426075,100, | |
| 778 | −6291456,24,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.002267699263173942,0.0015601689658671359,100, | |
| 779 | −6291456,24,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.002267699263173942,0.0015601689658671359,100, | |
| 780 | −6291456,24,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.0020052435287412997,-0.0016459949131459291,100, | |
| 781 | −6291456,24,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.002267699263173942,0.0015601689658671359,100, | |
| 782 | −6291456,24,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.003803745860146607,-0.0015726909928020462,100, | |
| 783 | −6291456,24,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.001969861409732011,-0.0016046807509853677,100, | |
| 784 | −6291456,24,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.0020058806986110876,-0.0016465389186076926,100, | |
| 785 | −6291456,24,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.193854312502042,0.01957230166827056,100, | |
| 786 | −6291456,24,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.0020052328556104835,-0.0016459890224750143,100, | |
| 787 | −6291456,24,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.10729673290077396,-0.0010952680364624875,100, | |
| 788 | −6291456,24,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.04787923641838887,0.009238516815904034,100, | |
| 789 | −6291456,24,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.0020052435287412997,-0.0016459949131459291,100, | |
| 790 | −6291456,24,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.013737751248475165,0.0005313462458544529,100, | |
| 791 | −6291456,24,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.005099457928699871,-0.0013095233433090578,100, | |
| 792 | −6291456,24,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.001982091958172051,-0.00161925944777042,100, | |
| 793 | −6291456,24,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.0020053358511086254,-0.0016462249736373274,100, | |
| 794 | −6291456,24,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.1940872170264872,0.01639779493656739,100, | |
| 795 | −6291456,24,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.0020052284232790867,-0.0016459860381892902,100, | |
| 796 | −6291456,24,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.10697892522269332,-0.004292802775699215,100, | |
| 797 | −6291456,24,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.047666407991559884,0.006041921056905957,100, | |
| 798 | −6291456,24,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.0020052435287412997,-0.0016459949131459291,100, | |
| 799 | −6291456,24,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.014333022012175706,-0.002678568886806993,100, | |
| 800 | −6291456,24,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0038162568308220883,-0.0013825910245255008,100, | |
| 801 | −6291456,24,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.0020052435287412997,-0.0016459949131459291,100, | |
| 802 | −6291456,24,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.08318937860698805,0.07801057323069867,100, | |
| 803 | −6291456,24,pat1-2-4_q2,1-2-4,3,2,exact,64,2.8158417021352474e-09,-1.6032654219797013e-09,100,1.0 | |
| 804 | −6291456,24,pat1-2-4_q2_single,1-2-4,3,2,single,64,2.8158417021352474e-09,-1.6032654219797013e-09,100, | |
| 805 | −6291456,24,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.0033334687265116065,0.003123994013545359,100, | |
| 806 | −6291456,24,pat1-2-4_q3,1-2-4,3,3,exact,64,3.175100583523304e-13,1.670848457331325e-14,100,1.0 | |
| 807 | −6291456,24,pat1-2-4_q3_single,1-2-4,3,3,single,64,3.175100583523304e-13,1.670848457331325e-14,100, | |
| 808 | −6291456,24,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,0.00013345734436320995,0.00012500220324905895,100, | |
| 809 | −6291456,24,pat1-2_q0,1-2,2,0,exact,64,9.971840485025675,-9.961177777513003,100,1.0 | |
| 810 | −6291456,24,pat1-2_q1,1-2,2,1,exact,64,0.03980962360598904,-0.03964284487062894,100,1.0 | |
| 811 | −6291456,24,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.04026453740453809,-0.04005842870029107,100, | |
| 812 | −6291456,24,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.03979651026185885,-0.039630806232244145,100, | |
| 813 | −6291456,24,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.04016207116071709,0.03942200199706642,100, | |
| 814 | −6291456,24,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.03980963757550623,-0.03964285440149107,100, | |
| 815 | −6291456,24,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.04016207116071709,0.03942200199706642,100, | |
| 816 | −6291456,24,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.04016207116071709,0.03942200199706642,100, | |
| 817 | −6291456,24,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.03980962360598904,-0.03964284487062894,100, | |
| 818 | −6291456,24,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.04016207116071709,0.03942200199706642,100, | |
| 819 | −6291456,24,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.03886801205631043,-0.038102027301498864,100, | |
| 820 | −6291456,24,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0403695484876065,-0.04016102386444367,100, | |
| 821 | −6291456,24,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.03979422620812405,-0.03962808631317011,100, | |
| 822 | −6291456,24,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.4890606530220518,-0.1632188063802608,100, | |
| 823 | −6291456,24,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.039809624633110476,-0.03964284264881264,100, | |
| 824 | −6291456,24,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.45606937917275353,-0.2122086012359244,100, | |
| 825 | −6291456,24,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.3232539672924755,0.057235270470233565,100, | |
| 826 | −6291456,24,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.03980962360598904,-0.03964284487062894,100, | |
| 827 | −6291456,24,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.08400038892477966,0.03733316631010352,100, | |
| 828 | −6291456,24,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.04357445663139528,-0.03903537290894465,100, | |
| 829 | −6291456,24,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.03991756410969313,-0.03974543372975692,100, | |
| 830 | −6291456,24,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.0398073331724792,-0.03964012498767865,100, | |
| 831 | −6291456,24,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.5214983135815604,-0.2406020810015157,100, | |
| 832 | −6291456,24,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.03980961066354705,-0.039642833117942165,100, | |
| 833 | −6291456,24,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.4975937546905604,-0.28923056066748726,100, | |
| 834 | −6291456,24,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.31419346946443255,-0.022012919126581078,100, | |
| 835 | −6291456,24,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.03980962360598904,-0.03964284487062894,100, | |
| 836 | −6291456,24,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.08445208906051092,-0.041718062853841796,100, | |
| 837 | −6291456,24,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.04453162371777294,-0.04057568837130456,100, | |
| 838 | −6291456,24,pat1-2_q1_single,1-2,2,1,single,64,0.03980962360598904,-0.03964284487062894,100, | |
| 839 | −6291456,24,pat1-2_q1_stale,1-2,2,1,stale,64,0.36035272741162555,-0.36007638863919217,100, | |
| 840 | −6291456,24,pat1-2_q2,1-2,2,2,exact,64,6.421257616347751e-07,-6.318101772746335e-07,100,1.0 | |
| 841 | −6291456,24,pat1-2_q2_single,1-2,2,2,single,64,6.421257616347751e-07,-6.318101772746335e-07,100, | |
| 842 | −6291456,24,pat1-2_q2_stale,1-2,2,2,stale,64,0.014357753080157137,-0.01434784845328898,100, | |
| 843 | −6291456,24,pat1-2_q3,1-2,2,3,exact,64,3.075854069372482e-13,2.2277979431084334e-14,100,1.0 | |
| 844 | −6291456,24,pat1-2_q3_single,1-2,2,3,single,64,3.075854069372482e-13,2.2277979431084334e-14,100, | |
| 845 | −6291456,24,pat1-2_q3_stale,1-2,2,3,stale,64,0.0005739815048754199,-0.0005736213944751331,100, | |
| 846 | −6291456,24,pat1-3_q0,1-3,2,0,exact,64,15.613263605741658,-15.60857100072742,100,1.0 | |
| 847 | −6291456,24,pat1-3_q1,1-3,2,1,exact,64,0.097303205388094,-0.09718624591338765,100,1.0 | |
| 848 | −6291456,24,pat1-3_q2,1-3,2,2,exact,64,3.792856988593097e-06,-3.7746016697228493e-06,100,1.0 | |
| 849 | −6291456,24,pat1-3_q3,1-3,2,3,exact,64,2.9470996643830675e-13,4.455595886216867e-14,100,1.0 | |
| 850 | −6291456,24,pat1_q0,1,1,0,exact,64,109.03668784319068,109.03619561880888,100,1.0 | |
| 851 | −6291456,24,pat1_q1,1,1,1,exact,64,4.73992472443309,-4.739838401221248,100,1.0 | |
| 852 | −6291456,24,pat1_q1_Hbits12,1,1,1,quantizedH,12,4.739655558895288,-4.739560154719567,100, | |
| 853 | −6291456,24,pat1_q1_Hbits16,1,1,1,quantizedH,16,4.739928919339881,-4.739842200962899,100, | |
| 854 | −6291456,24,pat1_q1_Hbits2,1,1,1,quantizedH,2,4.546101659224278,4.545348508306636,100, | |
| 855 | −6291456,24,pat1_q1_Hbits24,1,1,1,quantizedH,24,4.739924803468145,-4.739838478438051,100, | |
| 856 | −6291456,24,pat1_q1_Hbits3,1,1,1,quantizedH,3,10.382328245118506,-10.381915364622246,100, | |
| 857 | −6291456,24,pat1_q1_Hbits4,1,1,1,quantizedH,4,2.4221848369093637,-2.420707965726807,100, | |
| 858 | −6291456,24,pat1_q1_Hbits52,1,1,1,quantizedH,52,4.739924724433092,-4.7398384012212516,100, | |
| 859 | −6291456,24,pat1_q1_Hbits6,1,1,1,quantizedH,6,4.310664822363165,-4.309808026481672,100, | |
| 860 | −6291456,24,pat1_q1_Hbits8,1,1,1,quantizedH,8,4.778501764241425,-4.777642248709728,100, | |
| 861 | −6291456,24,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,4.737791898815944,-4.737666658913164,100, | |
| 862 | −6291456,24,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,4.740015541564325,-4.739928856367367,100, | |
| 863 | −6291456,24,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,8.545594819417326,-8.539312034783663,100, | |
| 864 | −6291456,24,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,4.739924862486362,-4.739838538450714,100, | |
| 865 | −6291456,24,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,2.9586743045794592,-2.9404783369934258,100, | |
| 866 | −6291456,24,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,5.935572034194511,-5.92652297581481,100, | |
| 867 | −6291456,24,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,4.739924724433092,-4.7398384012212516,100, | |
| 868 | −6291456,24,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,4.951531248956158,-4.899121176356149,100, | |
| 869 | −6291456,24,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,4.7804777783309325,-4.775765120243468,100, | |
| 870 | −6291456,24,pat1_q1_gbits12,1,1,1,quantizedg,12,4.738060559111038,-4.737944880541475,100, | |
| 871 | −6291456,24,pat1_q1_gbits16,1,1,1,quantizedg,16,4.740011348439026,-4.739925056695304,100, | |
| 872 | −6291456,24,pat1_q1_gbits2,1,1,1,quantizedg,2,18.989796883278274,-18.98720671358375,100, | |
| 873 | −6291456,24,pat1_q1_gbits24,1,1,1,quantizedg,24,4.739924783451465,-4.739838461233919,100, | |
| 874 | −6291456,24,pat1_q1_gbits3,1,1,1,quantizedg,3,2.370890580765259,2.3500270084816886,100, | |
| 875 | −6291456,24,pat1_q1_gbits4,1,1,1,quantizedg,4,8.32449997375676,-8.31858985255104,100, | |
| 876 | −6291456,24,pat1_q1_gbits52,1,1,1,quantizedg,52,4.739924724433092,-4.7398384012212516,100, | |
| 877 | −6291456,24,pat1_q1_gbits6,1,1,1,quantizedg,6,5.38148948007343,-5.3314835163968155,100, | |
| 878 | −6291456,24,pat1_q1_gbits8,1,1,1,quantizedg,8,4.741678779248843,-4.737951703912514,100, | |
| 879 | −6291456,24,pat1_q1_single,1,1,1,single,64,4.739924724433098,-4.739838401221256,100, | |
| 880 | −6291456,24,pat1_q1_stale,1,1,1,stale,64,8.721043081406435,8.720893091296448,100, | |
| 881 | −6291456,24,pat1_q2,1,1,2,exact,64,0.008957630727392264,-0.008956973504415431,100,1.0 | |
| 882 | −6291456,24,pat1_q2_single,1,1,2,single,64,0.008957630727397756,-0.008956973504421,100, | |
| 883 | −6291456,24,pat1_q2_stale,1,1,2,stale,64,0.3777595889502352,0.3777440252609611,100, | |
| 884 | −6291456,24,pat1_q3,1,1,3,exact,64,3.199873691628786e-08,-3.198930989751232e-08,100,1.0 | |
| 885 | −6291456,24,pat1_q3_single,1,1,3,single,64,3.199872015903501e-08,-3.1989293189027744e-08,100, | |
| 886 | −6291456,24,pat1_q3_stale,1,1,3,stale,64,0.015161299425971345,0.015160184173586022,100, | |
| 760 | +6291456,24,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,2.4111731705478716,-0.44017088807857,300,1.0 | |
| 761 | +6291456,24,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.003906926724598228,-0.0023177959797137746,300,1.0 | |
| 762 | +6291456,24,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,1.9556426630022855e-08,-6.085529906073862e-09,300,1.0 | |
| 763 | +6291456,24,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,3.012164893218999e-13,1.2067238858504015e-14,300,1.0 | |
| 764 | +6291456,24,pat1-2-3_q0,1-2-3,3,0,exact,64,1.6968456477840648,1.3797063742829394,300,1.0 | |
| 765 | +6291456,24,pat1-2-3_q1,1-2-3,3,1,exact,64,0.0017522727053054098,-0.0011479436644970006,300,1.0 | |
| 766 | +6291456,24,pat1-2-3_q2,1-2-3,3,2,exact,64,3.2344174985864713e-09,-1.2241331985266507e-09,300,1.0 | |
| 767 | +6291456,24,pat1-2-3_q3,1-2-3,3,3,exact,64,3.033543194789293e-13,2.2277979431084334e-14,300,1.0 | |
| 768 | +6291456,24,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,1.3024472120286446,-0.9744408522708556,300,1.0 | |
| 769 | +6291456,24,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.0009813907805266686,-0.000676276285060742,300,1.0 | |
| 770 | +6291456,24,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,8.244104489953272e-10,-3.839368410170214e-10,300,1.0 | |
| 771 | +6291456,24,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,2.9295048822689583e-13,-7.425993143694777e-15,300,1.0 | |
| 772 | +6291456,24,pat1-2-4_q0,1-2-4,3,0,exact,64,2.0998198163777846,1.9863321284029887,300,1.0 | |
| 773 | +6291456,24,pat1-2-4_q1,1-2-4,3,1,exact,64,0.002111537359746262,-0.001757868700451276,300,1.0 | |
| 774 | +6291456,24,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0021022572496691683,-0.0017470924840383862,300, | |
| 775 | +6291456,24,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0021122151069881867,-0.001758246578557224,300, | |
| 776 | +6291456,24,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.002743830890217457,0.0017690666698531013,300, | |
| 777 | +6291456,24,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.0021115342616498693,-0.0017578659917079572,300, | |
| 778 | +6291456,24,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.002743830890217457,0.0017690666698531013,300, | |
| 779 | +6291456,24,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.002743830890217457,0.0017690666698531013,300, | |
| 780 | +6291456,24,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.002111537359746262,-0.001757868700451276,300, | |
| 781 | +6291456,24,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.002743830890217457,0.0017690666698531013,300, | |
| 782 | +6291456,24,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.003537705468289356,-0.0014912303861087785,300, | |
| 783 | +6291456,24,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.002100245634492451,-0.0017396593113721192,300, | |
| 784 | +6291456,24,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.002112447041470371,-0.0017582995684142164,300, | |
| 785 | +6291456,24,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.2135026334941154,0.03694654143804295,300, | |
| 786 | +6291456,24,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.002111526773474103,-0.0017578605567024777,300, | |
| 787 | +6291456,24,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.10564756215943917,-5.0959885244623676e-05,300, | |
| 788 | +6291456,24,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.05523849227375273,0.005690031699403445,300, | |
| 789 | +6291456,24,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.002111537359746262,-0.001757868700451276,300, | |
| 790 | +6291456,24,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.013905499202302501,0.0019583871693821895,300, | |
| 791 | +6291456,24,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.005036418998896716,-0.001501685944989096,300, | |
| 792 | +6291456,24,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.0021089934346134607,-0.0017504346209385043,300, | |
| 793 | +6291456,24,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.002111770742516699,-0.001757921691735913,300, | |
| 794 | +6291456,24,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.2129435748797984,0.03350616798384526,300, | |
| 795 | +6291456,24,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.0021115298715678682,-0.0017578632654522927,300, | |
| 796 | +6291456,24,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.1058456547732417,-0.0035800392913676055,300, | |
| 797 | +6291456,24,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.05455526477595933,0.002177363238667795,300, | |
| 798 | +6291456,24,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.002111537359746262,-0.001757868700451276,300, | |
| 799 | +6291456,24,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.013861031374032242,-0.001568602060307355,300, | |
| 800 | +6291456,24,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.004025288969504581,-0.001768062103697865,300, | |
| 801 | +6291456,24,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.002111537359745394,-0.0017578687004503476,300, | |
| 802 | +6291456,24,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.08600597453284377,0.0811617379382603,300, | |
| 803 | +6291456,24,pat1-2-4_q2,1-2-4,3,2,exact,64,3.0713701059061907e-09,-1.7774968578644974e-09,300,1.0 | |
| 804 | +6291456,24,pat1-2-4_q2_single,1-2-4,3,2,single,64,3.071369636321931e-09,-1.7774959296153544e-09,300, | |
| 805 | +6291456,24,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.003446172195298379,0.003250280733833366,300, | |
| 806 | +6291456,24,pat1-2-4_q3,1-2-4,3,3,exact,64,2.9295048822689583e-13,1.4851986287389554e-14,300,1.0 | |
| 807 | +6291456,24,pat1-2-4_q3_single,1-2-4,3,3,single,64,2.9339134699884974e-13,1.57802354303514e-14,300, | |
| 808 | +6291456,24,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,0.00013796048713882986,0.000130056237760774,300, | |
| 809 | +6291456,24,pat1-2_q0,1-2,2,0,exact,64,9.932332196635212,-9.92172480646087,300,1.0 | |
| 810 | +6291456,24,pat1-2_q1,1-2,2,1,exact,64,0.039494649332837986,-0.039329818419138685,300,1.0 | |
| 811 | +6291456,24,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.039626198624626664,-0.039429010171350844,300, | |
| 812 | +6291456,24,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.03948869342242451,-0.03932440537939669,300, | |
| 813 | +6291456,24,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.040186051989158506,0.03928133659210576,300, | |
| 814 | +6291456,24,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.03949463997144342,-0.03932980971203641,300, | |
| 815 | +6291456,24,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.040186051989158506,0.03928133659210576,300, | |
| 816 | +6291456,24,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.040186051989158506,0.03928133659210576,300, | |
| 817 | +6291456,24,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.03949464933283708,-0.039329818419137755,300, | |
| 818 | +6291456,24,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.040186051989158506,0.03928133659210576,300, | |
| 819 | +6291456,24,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.03873168631959855,-0.037935765292045835,300, | |
| 820 | +6291456,24,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.03967552406776922,-0.03947152262482188,300, | |
| 821 | +6291456,24,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.03948944604179537,-0.03932541803847168,300, | |
| 822 | +6291456,24,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.47308372332805265,-0.1319308011374199,300, | |
| 823 | +6291456,24,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.03949461790503233,-0.039329787864576145,300, | |
| 824 | +6291456,24,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.4296113226195683,-0.19316804470700027,300, | |
| 825 | +6291456,24,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.311690710488258,0.02728603214349408,300, | |
| 826 | +6291456,24,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.03949464933283708,-0.039329818419137755,300, | |
| 827 | +6291456,24,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.08070277569121927,0.030347894321969323,300, | |
| 828 | +6291456,24,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.04137089716241472,-0.03629310084426537,300, | |
| 829 | +6291456,24,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.03954133672370063,-0.03937234208706145,300, | |
| 830 | +6291456,24,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.039495392223662586,-0.03933083111821379,300, | |
| 831 | +6291456,24,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.5026761016630958,-0.20905384571946356,300, | |
| 832 | +6291456,24,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.039494627266332176,-0.03932979657166635,300, | |
| 833 | +6291456,24,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.4706590918674665,-0.26986556182270066,300, | |
| 834 | +6291456,24,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.3108694191883575,-0.05125765067700438,300, | |
| 835 | +6291456,24,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.039494649332837986,-0.039329818419138685,300, | |
| 836 | +6291456,24,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.08804270089047436,-0.04819263178642028,300, | |
| 837 | +6291456,24,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.04219688157278722,-0.037686707180495375,300, | |
| 838 | +6291456,24,pat1-2_q1_single,1-2,2,1,single,64,0.039494649332837986,-0.039329818419138685,300, | |
| 839 | +6291456,24,pat1-2_q1_stale,1-2,2,1,stale,64,0.35914576826150063,-0.358865454512399,300, | |
| 840 | +6291456,24,pat1-2_q2,1-2,2,2,exact,64,6.319167363089957e-07,-6.218634929510041e-07,300,1.0 | |
| 841 | +6291456,24,pat1-2_q2_single,1-2,2,2,single,64,6.319167363089957e-07,-6.218634929510041e-07,300, | |
| 842 | +6291456,24,pat1-2_q2_stale,1-2,2,2,stale,64,0.0143122569196587,-0.014302036576447873,300, | |
| 843 | +6291456,24,pat1-2_q3,1-2,2,3,exact,64,2.858042782913011e-13,9.282491429618474e-15,300,1.0 | |
| 844 | +6291456,24,pat1-2_q3_single,1-2,2,3,single,64,2.858042782913011e-13,9.282491429618474e-15,300, | |
| 845 | +6291456,24,pat1-2_q3_stale,1-2,2,3,stale,64,0.0005722585117523243,-0.000571880139281045,300, | |
| 846 | +6291456,24,pat1-3_q0,1-3,2,0,exact,64,15.57755716904609,-15.572440396832787,300,1.0 | |
| 847 | +6291456,24,pat1-3_q1,1-3,2,1,exact,64,0.09686951140035317,-0.09674298864512153,300,1.0 | |
| 848 | +6291456,24,pat1-3_q2,1-3,2,2,exact,64,3.760447117925028e-06,-3.7410683315506647e-06,300,1.0 | |
| 849 | +6291456,24,pat1-3_q3,1-3,2,3,exact,64,2.893994419845934e-13,1.2995488001465861e-14,300,1.0 | |
| 850 | +6291456,24,pat1_q0,1,1,0,exact,64,109.04465311478272,109.0441394758334,300,1.0 | |
| 851 | +6291456,24,pat1_q1,1,1,1,exact,64,4.740639693901819,-4.740551646160533,300,1.0 | |
| 852 | +6291456,24,pat1_q1_Hbits12,1,1,1,quantizedH,12,4.740739345034606,-4.740639786882569,300, | |
| 853 | +6291456,24,pat1_q1_Hbits16,1,1,1,quantizedH,16,4.740598618677345,-4.740510491929185,300, | |
| 854 | +6291456,24,pat1_q1_Hbits2,1,1,1,quantizedH,2,4.545930902857935,4.545055816158934,300, | |
| 855 | +6291456,24,pat1_q1_Hbits24,1,1,1,quantizedH,24,4.7406397238157405,-4.740551675452061,300, | |
| 856 | +6291456,24,pat1_q1_Hbits3,1,1,1,quantizedH,3,10.383788806262242,-10.383384706651688,300, | |
| 857 | +6291456,24,pat1_q1_Hbits4,1,1,1,quantizedH,4,2.4231356356330283,-2.4215497611526557,300, | |
| 858 | +6291456,24,pat1_q1_Hbits52,1,1,1,quantizedH,52,4.74063969390182,-4.740551646160534,300, | |
| 859 | +6291456,24,pat1_q1_Hbits6,1,1,1,quantizedH,6,4.31169786926314,-4.310798731271087,300, | |
| 860 | +6291456,24,pat1_q1_Hbits8,1,1,1,quantizedH,8,4.77804989728036,-4.777094188279805,300, | |
| 861 | +6291456,24,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,4.740450544873597,-4.740335606020888,300, | |
| 862 | +6291456,24,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,4.740668021288285,-4.74057989094596,300, | |
| 863 | +6291456,24,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,8.53793077289599,-8.531368177759129,300, | |
| 864 | +6291456,24,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,4.740639672165053,-4.740551624997334,300, | |
| 865 | +6291456,24,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,2.9515720175000957,-2.9325344799688904,300, | |
| 866 | +6291456,24,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,5.928034892244096,-5.9185791187902765,300, | |
| 867 | +6291456,24,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,4.74063969390182,-4.740551646160534,300, | |
| 868 | +6291456,24,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,5.020400259248832,-4.979746439974628,300, | |
| 869 | +6291456,24,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,4.767163863188342,-4.761800447464586,300, | |
| 870 | +6291456,24,pat1_q1_gbits12,1,1,1,quantizedg,12,4.740352280544012,-4.74024752072776,300, | |
| 871 | +6291456,24,pat1_q1_gbits16,1,1,1,quantizedg,16,4.740709096552119,-4.740621045203315,300, | |
| 872 | +6291456,24,pat1_q1_gbits2,1,1,1,quantizedg,2,18.9812883418695,-18.978864783305937,300, | |
| 873 | +6291456,24,pat1_q1_gbits24,1,1,1,quantizedg,24,4.740639642251259,-4.740551595705812,300, | |
| 874 | +6291456,24,pat1_q1_gbits3,1,1,1,quantizedg,3,2.3780956590748823,2.3583025932172923,300, | |
| 875 | +6291456,24,pat1_q1_gbits4,1,1,1,quantizedg,4,8.315862297504655,-8.310281095044326,300, | |
| 876 | +6291456,24,pat1_q1_gbits52,1,1,1,quantizedg,52,4.740639693901821,-4.740551646160535,300, | |
| 877 | +6291456,24,pat1_q1_gbits6,1,1,1,quantizedg,6,5.449652977290896,-5.4120602537458655,300, | |
| 878 | +6291456,24,pat1_q1_gbits8,1,1,1,quantizedg,8,4.729334385487147,-4.725244659201141,300, | |
| 879 | +6291456,24,pat1_q1_single,1,1,1,single,64,4.740639693901822,-4.740551646160537,300, | |
| 880 | +6291456,24,pat1_q1_stale,1,1,1,stale,64,8.722617999766138,8.722469077025844,300, | |
| 881 | +6291456,24,pat1_q2,1,1,2,exact,64,0.008960374644583442,-0.008959711173781477,300,1.0 | |
| 882 | +6291456,24,pat1_q2_single,1,1,2,single,64,0.00896037464458154,-0.008959711173779621,300, | |
| 883 | +6291456,24,pat1_q2_stale,1,1,2,stale,64,0.37788355357962145,0.3778686137075084,300, | |
| 884 | +6291456,24,pat1_q3,1,1,3,exact,64,3.201850654408515e-08,-3.200901755506654e-08,300,1.0 | |
| 885 | +6291456,24,pat1_q3_single,1,1,3,single,64,3.2018500865324653e-08,-3.200901198557168e-08,300, | |
| 886 | +6291456,24,pat1_q3_stale,1,1,3,stale,64,0.015168455328555834,0.01516740340434592,300, | |
| 887 | 887 | 6291456,96,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,0.9571000199160629,-0.0021729995637650053,1000,1.0 |
| 888 | 888 | 6291456,96,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.000645811853752122,-0.00036519137618658206,1000,1.0 |
| 889 | 889 | 6291456,96,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,6.127309313644234e-10,-1.6625276320138148e-10,1000,1.0 |
modified
results/processed/ablation_logistic_summary.csv
+508 −0
@@ -253,3 +253,511 @@ N,m,variant,pattern,r,q,hessian,bits,rms,mean0,n,valid | ||
| 253 | 253 | 196608,192,pat1_q3,1,1,3,exact,64,1.9853099476732712e-10,-5.1954821232532e-11,400,1.0 |
| 254 | 254 | 196608,192,pat1_q3_single,1,1,3,single,64,0.8159298315844629,-0.05223291474973047,400, |
| 255 | 255 | 196608,192,pat1_q3_stale,1,1,3,stale,64,0.0004861281912600072,-2.799877484371397e-05,400, |
| 256 | +196608,384,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,7.733350534846879,-0.07475528439907486,400,1.0 | |
| 257 | +196608,384,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.04524632086100771,-0.008814739660483439,400,1.0 | |
| 258 | +196608,384,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,3.415674931085675e-06,-4.7531320011587734e-07,400,1.0 | |
| 259 | +196608,384,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,7.645188897493598e-14,-1.907578984892496e-15,400,1.0 | |
| 260 | +196608,384,pat1-2-3_q0,1-2-3,3,0,exact,64,3.2711859595876125,0.0560167665074083,400,1.0 | |
| 261 | +196608,384,pat1-2-3_q1,1-2-3,3,1,exact,64,0.007892072032429,-0.0015908499181389547,400,1.0 | |
| 262 | +196608,384,pat1-2-3_q2,1-2-3,3,2,exact,64,1.0164950408938023e-07,-1.4645491068723711e-08,400,1.0 | |
| 263 | +196608,384,pat1-2-3_q3,1-2-3,3,3,exact,64,6.234177410830129e-14,6.153480596427404e-16,400,1.0 | |
| 264 | +196608,384,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,28.029152769654704,-2.2680003304766796,400,0.9947607421875 | |
| 265 | +196608,384,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,3.6261598840916545,-0.12347227924813492,400,0.9947607421875 | |
| 266 | +196608,384,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,0.21282288344885011,-0.0032323621302444176,400,0.9947607421875 | |
| 267 | +196608,384,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,0.0008676672929593144,-1.1981636575533278e-05,400,0.9947607421875 | |
| 268 | +196608,384,pat1-2-4_q0,1-2-4,3,0,exact,64,2.2817462627485647,0.09960745014287072,400,1.0 | |
| 269 | +196608,384,pat1-2-4_q1,1-2-4,3,1,exact,64,0.0038414351377092882,-0.0008100355256297837,400,1.0 | |
| 270 | +196608,384,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0038495880233723337,-0.0008082676190854559,400, | |
| 271 | +196608,384,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0038402820266261583,-0.0008098737843725602,400, | |
| 272 | +196608,384,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.14324445889327203,-0.009573603803408834,400, | |
| 273 | +196608,384,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.003841437997961135,-0.0008100356922939776,400, | |
| 274 | +196608,384,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.12966965492105956,0.004209585200908929,400, | |
| 275 | +196608,384,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.052338151379081356,-0.0018684377051486224,400, | |
| 276 | +196608,384,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.0038414351377093034,-0.0008100355256298452,400, | |
| 277 | +196608,384,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.015579093884073768,-0.001480491852557985,400, | |
| 278 | +196608,384,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.0050425787077649315,-0.0007425838507603114,400, | |
| 279 | +196608,384,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.0038653977502441793,-0.0008086926737009875,400, | |
| 280 | +196608,384,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.003840746791792292,-0.000809689594210366,400, | |
| 281 | +196608,384,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.28206847953261777,-0.015022055364495704,400, | |
| 282 | +196608,384,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.0038414349686207677,-0.0008100348519595271,400, | |
| 283 | +196608,384,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.17891941737864694,0.0031272412538008803,400, | |
| 284 | +196608,384,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.08185612658441138,-0.0009411684268164708,400, | |
| 285 | +196608,384,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.0038414351377092783,-0.0008100355256297837,400, | |
| 286 | +196608,384,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.02156149118324992,-0.0017867342591996042,400, | |
| 287 | +196608,384,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0062916395293877376,-0.0007515591684721676,400, | |
| 288 | +196608,384,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.00385699941217152,-0.0008104604710882932,400, | |
| 289 | +196608,384,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.0038419003200105863,-0.0008098513353503055,400, | |
| 290 | +196608,384,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.23413877898039492,-0.005745805701089227,400, | |
| 291 | +196608,384,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.003841432108368682,-0.000810034685295831,400, | |
| 292 | +196608,384,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.12376400921601517,-0.0019464377681875597,400, | |
| 293 | +196608,384,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.06148849871739479,0.00010850729257604547,400, | |
| 294 | +196608,384,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.0038414351377092223,-0.0008100355256297222,400, | |
| 295 | +196608,384,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.01582452567140576,-0.001118099982893709,400, | |
| 296 | +196608,384,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.005286061189356118,-0.0008189997424401975,400, | |
| 297 | +196608,384,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.3578563062309809,-0.003982690142613944,400, | |
| 298 | +196608,384,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.05411884618347463,-0.0008774471687022733,400, | |
| 299 | +196608,384,pat1-2-4_q2,1-2-4,3,2,exact,64,2.4048112701254045e-08,-3.592771796378164e-09,400,1.0 | |
| 300 | +196608,384,pat1-2-4_q2_single,1-2-4,3,2,single,64,0.0903142609758707,-0.00019998032499142417,400, | |
| 301 | +196608,384,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.001352778594516768,1.5140673174522633e-05,400, | |
| 302 | +196608,384,pat1-2-4_q3,1-2-4,3,3,exact,64,6.249949413527104e-14,9.230220894641104e-16,400,1.0 | |
| 303 | +196608,384,pat1-2-4_q3_single,1-2-4,3,3,single,64,0.028083946099019576,-0.00011717330098180581,400, | |
| 304 | +196608,384,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,3.444101838290942e-05,-2.420072602153543e-07,400, | |
| 305 | +196608,384,pat1-2_q0,1-2,2,0,exact,64,1.9143066701719214,-0.3145479674149128,400,1.0 | |
| 306 | +196608,384,pat1-2_q1,1-2,2,1,exact,64,0.0032735183812437705,-0.0006956819595986257,400,1.0 | |
| 307 | +196608,384,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.003271259273660929,-0.0006928033517244983,400, | |
| 308 | +196608,384,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.0032733899311499317,-0.0006956225509772469,400, | |
| 309 | +196608,384,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.12190320441267107,0.03326808481697505,400, | |
| 310 | +196608,384,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.003273519217508583,-0.0006956819775269147,400, | |
| 311 | +196608,384,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.1097721023638195,-0.014755031713613564,400, | |
| 312 | +196608,384,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.043747473314212915,0.0024109065289113552,400, | |
| 313 | +196608,384,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.0032735183812437263,-0.0006956819595985642,400, | |
| 314 | +196608,384,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.01303883819960067,-0.0021833633615233744,400, | |
| 315 | +196608,384,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.004324846904816304,-0.0006604537750094627,400, | |
| 316 | +196608,384,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0032748555393939953,-0.0006951924714138274,400, | |
| 317 | +196608,384,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.0032729812715293904,-0.000695650944530541,400, | |
| 318 | +196608,384,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.22547646404862012,0.035346202003721044,400, | |
| 319 | +196608,384,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.0032735192024288145,-0.0006956818631125418,400, | |
| 320 | +196608,384,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.13741055316409967,-0.014973194557722988,400, | |
| 321 | +196608,384,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.06460167001183904,0.0012012686812627189,400, | |
| 322 | +196608,384,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.00327351838124362,-0.0006956819595985642,400, | |
| 323 | +196608,384,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.017742361472129608,-0.0018782927565750252,400, | |
| 324 | +196608,384,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.005234787324946448,-0.0006414635518523299,400, | |
| 325 | +196608,384,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.0032773342910366187,-0.0006980709541803145,400, | |
| 326 | +196608,384,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.0032731100139497186,-0.0006957103516001987,400, | |
| 327 | +196608,384,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.18543323853894547,0.0012396007437142098,400, | |
| 328 | +196608,384,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.0032735183661684888,-0.0006956818451843759,400, | |
| 329 | +196608,384,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.09465535813785848,-0.0008949304933980332,400, | |
| 330 | +196608,384,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.04775909214189395,-0.0018970976658512575,400, | |
| 331 | +196608,384,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.0032735183812437276,-0.000695681959598564,400, | |
| 332 | +196608,384,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.012154423072370434,-0.0003896518347560711,400, | |
| 333 | +196608,384,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.004420861953128696,-0.000676639381728216,400, | |
| 334 | +196608,384,pat1-2_q1_single,1-2,2,1,single,64,0.2725054124966719,0.004490200421937712,400, | |
| 335 | +196608,384,pat1-2_q1_stale,1-2,2,1,stale,64,0.04507978089549791,0.005951706783819753,400, | |
| 336 | +196608,384,pat1-2_q2,1-2,2,2,exact,64,1.5330713793626896e-08,-2.5675981138553885e-09,400,1.0 | |
| 337 | +196608,384,pat1-2_q2_single,1-2,2,2,single,64,0.06603108238278063,-0.005955670322115871,400, | |
| 338 | +196608,384,pat1-2_q2_stale,1-2,2,2,stale,64,0.0010482689640109052,-9.688277038621597e-05,400, | |
| 339 | +196608,384,pat1-2_q3,1-2,2,3,exact,64,6.243887973430223e-14,4.307436417499182e-16,400,1.0 | |
| 340 | +196608,384,pat1-2_q3_single,1-2,2,3,single,64,0.01939098591608127,0.0004754117213431204,400, | |
| 341 | +196608,384,pat1-2_q3_stale,1-2,2,3,stale,64,2.561027609364802e-05,1.533478072528534e-06,400, | |
| 342 | +196608,384,pat1-3_q0,1-3,2,0,exact,64,2.2126373886821433,-0.4998303343760672,400,1.0 | |
| 343 | +196608,384,pat1-3_q1,1-3,2,1,exact,64,0.004790348884130398,-0.0011073559274418277,400,1.0 | |
| 344 | +196608,384,pat1-3_q2,1-3,2,2,exact,64,3.050826226166484e-08,-5.746538863763691e-09,400,1.0 | |
| 345 | +196608,384,pat1-3_q3,1-3,2,3,exact,64,6.208614923855362e-14,1.846044178928221e-15,400,1.0 | |
| 346 | +196608,384,pat1_q0,1,1,0,exact,64,12.539793428103524,3.1763856304080873,400,1.0 | |
| 347 | +196608,384,pat1_q1,1,1,1,exact,64,0.15375550050576145,-0.03996592609498389,400,1.0 | |
| 348 | +196608,384,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.15375070256695447,-0.03997465815603492,400, | |
| 349 | +196608,384,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.15375436785795182,-0.03996623070477716,400, | |
| 350 | +196608,384,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.8143617835958684,-0.34247791164746344,400, | |
| 351 | +196608,384,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.15375551131507367,-0.03996592402432647,400, | |
| 352 | +196608,384,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.7267466077671576,0.032667074319537553,400, | |
| 353 | +196608,384,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.33668632325166103,-0.0454467282092443,400, | |
| 354 | +196608,384,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.1537555005057617,-0.03996592609498389,400, | |
| 355 | +196608,384,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.17192400147672693,-0.04513452413231761,400, | |
| 356 | +196608,384,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.15458768369240514,-0.040336961096358113,400, | |
| 357 | +196608,384,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.15374274654726938,-0.03997724292161445,400, | |
| 358 | +196608,384,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.15375359691416104,-0.03996732799492693,400, | |
| 359 | +196608,384,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,1.164241443090455,-0.28007725280024004,400, | |
| 360 | +196608,384,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.1537555065818816,-0.03996592283739206,400, | |
| 361 | +196608,384,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.8512124832620546,0.05168938920596115,400, | |
| 362 | +196608,384,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.40726513684086796,-0.03895211251516629,400, | |
| 363 | +196608,384,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.15375550050576162,-0.03996592609498401,400, | |
| 364 | +196608,384,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.18306679865836958,-0.046369181022526934,400, | |
| 365 | +196608,384,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.15574622827530465,-0.040215914257387665,400, | |
| 366 | +196608,384,pat1_q1_gbits12,1,1,1,quantizedg,12,0.15374785151710682,-0.039968511930566934,400, | |
| 367 | +196608,384,pat1_q1_gbits16,1,1,1,quantizedg,16,0.15375472833137785,-0.039967023384482686,400, | |
| 368 | +196608,384,pat1_q1_gbits2,1,1,1,quantizedg,2,0.9041034146261923,0.01716190568568566,400, | |
| 369 | +196608,384,pat1_q1_gbits24,1,1,1,quantizedg,24,0.15375549577257272,-0.03996592490804929,400, | |
| 370 | +196608,384,pat1_q1_gbits3,1,1,1,quantizedg,3,0.49245229174060523,-0.020379133428573587,400, | |
| 371 | +196608,384,pat1_q1_gbits4,1,1,1,quantizedg,4,0.28388638440037034,-0.033509781356286336,400, | |
| 372 | +196608,384,pat1_q1_gbits52,1,1,1,quantizedg,52,0.15375550050576142,-0.039965926094983825,400, | |
| 373 | +196608,384,pat1_q1_gbits6,1,1,1,quantizedg,6,0.16522601805016035,-0.04119674417018161,400, | |
| 374 | +196608,384,pat1_q1_gbits8,1,1,1,quantizedg,8,0.15491457342234874,-0.03984444024308276,400, | |
| 375 | +196608,384,pat1_q1_single,1,1,1,single,64,1.4742672395451388,-0.09577159443842748,400, | |
| 376 | +196608,384,pat1_q1_stale,1,1,1,stale,64,0.07564091370931468,-0.011688604884125285,400, | |
| 377 | +196608,384,pat1_q2,1,1,2,exact,64,2.3086560984800187e-05,-6.049803998394885e-06,400,1.0 | |
| 378 | +196608,384,pat1_q2_single,1,1,2,single,64,0.3546385929834056,0.04483136040855015,400, | |
| 379 | +196608,384,pat1_q2_stale,1,1,2,stale,64,0.0014601199170811941,0.0001549030316300936,400, | |
| 380 | +196608,384,pat1_q3,1,1,3,exact,64,5.452081040895352e-13,-1.3697647807647405e-13,400,1.0 | |
| 381 | +196608,384,pat1_q3_single,1,1,3,single,64,0.09928136430257321,-0.004663568767423621,400, | |
| 382 | +196608,384,pat1_q3_stale,1,1,3,stale,64,2.9353596067044334e-05,-1.530928029679472e-06,400, | |
| 383 | +196608,768,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,5.011752477685713,-0.007394733868905977,400,1.0 | |
| 384 | +196608,768,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.01880844241890707,-0.0037452407965326323,400,1.0 | |
| 385 | +196608,768,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,5.771759357072456e-07,-8.450524044556625e-08,400,1.0 | |
| 386 | +196608,768,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,6.46613409651872e-14,1.7229745669996733e-15,400,1.0 | |
| 387 | +196608,768,pat1-2-3_q0,1-2-3,3,0,exact,64,2.188827897629002,0.010824096326452839,400,1.0 | |
| 388 | +196608,768,pat1-2-3_q1,1-2-3,3,1,exact,64,0.0035578718359183473,-0.0007192880790334483,400,1.0 | |
| 389 | +196608,768,pat1-2-3_q2,1-2-3,3,2,exact,64,2.2087162575281653e-08,-3.069831477874063e-09,400,1.0 | |
| 390 | +196608,768,pat1-2-3_q3,1-2-3,3,3,exact,64,6.456464557850137e-14,1.6614397610353993e-15,400,1.0 | |
| 391 | +196608,768,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,1.9138771952968514,0.0021022288743869537,400,1.0 | |
| 392 | +196608,768,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.0026801229369853175,-0.000555490859621294,400,1.0 | |
| 393 | +196608,768,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,1.2197416564636568e-08,-1.7579833795525097e-09,400,1.0 | |
| 394 | +196608,768,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,6.448542332454546e-14,1.1691613133212068e-15,400,1.0 | |
| 395 | +196608,768,pat1-2-4_q0,1-2-4,3,0,exact,64,1.5586626900222154,0.01689703972488076,400,1.0 | |
| 396 | +196608,768,pat1-2-4_q1,1-2-4,3,1,exact,64,0.0017739620988378166,-0.00036643005565858435,400,1.0 | |
| 397 | +196608,768,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0017797387419156538,-0.0003685819885308105,400, | |
| 398 | +196608,768,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0017739079181083924,-0.0003665712511217174,400, | |
| 399 | +196608,768,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.09597114913982217,-0.0013805900141857091,400, | |
| 400 | +196608,768,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.001773964754582145,-0.00036642965014421167,400, | |
| 401 | +196608,768,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.0871425544093131,0.000896938028110618,400, | |
| 402 | +196608,768,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.03614558119804557,-0.0005993841171279731,400, | |
| 403 | +196608,768,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.0017739620988377759,-0.0003664300556585229,400, | |
| 404 | +196608,768,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.010814453029664476,-0.00047650735700656774,400, | |
| 405 | +196608,768,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.002790794196998082,-0.00030348712536647167,400, | |
| 406 | +196608,768,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.0017758734408788292,-0.0003651786582911209,400, | |
| 407 | +196608,768,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.001774070270449351,-0.0003667683967975919,400, | |
| 408 | +196608,768,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.19545439895695385,0.0004967573999185213,400, | |
| 409 | +196608,768,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.0017739657878891738,-0.0003664303559025945,400, | |
| 410 | +196608,768,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.12174963429631652,-4.2648432968273934e-05,400, | |
| 411 | +196608,768,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.05579674120162243,5.670695380820202e-05,400, | |
| 412 | +196608,768,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.0017739620988380144,-0.0003664300556585844,400, | |
| 413 | +196608,768,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.014479628610347491,-0.0005622735861089477,400, | |
| 414 | +196608,768,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.0037969860105957075,-0.0003149317577349911,400, | |
| 415 | +196608,768,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.001769651206990958,-0.00036302639419530993,400, | |
| 416 | +196608,768,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.0017741227930826635,-0.00036662720137033334,400, | |
| 417 | +196608,768,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.16911659034744408,0.0013265811517595742,400, | |
| 418 | +196608,768,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.001773963132122099,-0.00036643076141597714,400, | |
| 419 | +196608,768,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.08314588680078076,-0.0013786293697535617,400, | |
| 420 | +196608,768,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.04155636841153089,0.00028777932734871703,400, | |
| 421 | +196608,768,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.0017739620988379361,-0.00036643005565864593,400, | |
| 422 | +196608,768,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.010287885888962603,-0.00045603115468475114,400, | |
| 423 | +196608,768,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0031413265727983234,-0.0003778766096392442,400, | |
| 424 | +196608,768,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.16679252193237706,0.002112805591753514,400, | |
| 425 | +196608,768,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.018654572587562698,9.669954094960801e-05,400, | |
| 426 | +196608,768,pat1-2-4_q2,1-2-4,3,2,exact,64,5.370787578617583e-09,-7.621936129693766e-10,400,1.0 | |
| 427 | +196608,768,pat1-2-4_q2_single,1-2-4,3,2,single,64,0.028167929345602465,-0.0008760744730580213,400, | |
| 428 | +196608,768,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.00022974592900204145,9.765136618649583e-07,400, | |
| 429 | +196608,768,pat1-2-4_q3,1-2-4,3,3,exact,64,6.38688601380521e-14,1.8460441789282216e-15,400,1.0 | |
| 430 | +196608,768,pat1-2-4_q3_single,1-2-4,3,3,single,64,0.005715501295829811,0.00018375104650712043,400, | |
| 431 | +196608,768,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,2.9034938965330638e-06,-2.973745856764264e-08,400, | |
| 432 | +196608,768,pat1-2_q0,1-2,2,0,exact,64,1.1299269223173396,-0.05889809956182143,400,1.0 | |
| 433 | +196608,768,pat1-2_q1,1-2,2,1,exact,64,0.0009828690014311268,-0.00019561986176495075,400,1.0 | |
| 434 | +196608,768,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.0009870580449500982,-0.00019471237689887473,400, | |
| 435 | +196608,768,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.0009829074622764783,-0.00019567624036633677,400, | |
| 436 | +196608,768,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.07017148185414421,0.006480906106249112,400, | |
| 437 | +196608,768,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.0009828683259498457,-0.00019561995712187097,400, | |
| 438 | +196608,768,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.06379191706599606,-0.00244355089118738,400, | |
| 439 | +196608,768,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.026162124060008517,0.00024738108746945016,400, | |
| 440 | +196608,768,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.0009828690014311765,-0.00019561986176501228,400, | |
| 441 | +196608,768,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.007706575549332022,-0.0006168655528701559,400, | |
| 442 | +196608,768,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.001879080688875885,-0.0001630450736993014,400, | |
| 443 | +196608,768,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0009916869229530327,-0.00019616206548173174,400, | |
| 444 | +196608,768,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.0009827056338576807,-0.00019561434585134421,400, | |
| 445 | +196608,768,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.13736587547028964,0.004141659360512987,400, | |
| 446 | +196608,768,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.0009828684260749358,-0.00019561965283662448,400, | |
| 447 | +196608,768,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.08601753071375846,-0.0019888717068458454,400, | |
| 448 | +196608,768,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.03955346955419754,0.0001965110238264099,400, | |
| 449 | +196608,768,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.0009828690014311331,-0.00019561986176501228,400, | |
| 450 | +196608,768,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.010677394895040488,-0.000497901911121133,400, | |
| 451 | +196608,768,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.002642172585567249,-0.00016053823574432115,400, | |
| 452 | +196608,768,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.000987214097798096,-0.00019706949109920546,400, | |
| 453 | +196608,768,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.0009826683388413067,-0.0001955579690749546,400, | |
| 454 | +196608,768,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.1162398728491924,-0.0023185432205146688,400, | |
| 455 | +196608,768,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.0009828691015472315,-0.0001956195574790296,400, | |
| 456 | +196608,768,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.05956391021025329,0.00028255893765270524,400, | |
| 457 | +196608,768,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.030513711692143806,-0.00024683809404813954,400, | |
| 458 | +196608,768,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.0009828690014311362,-0.00019561986176495075,400, | |
| 459 | +196608,768,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.007327920637651211,-7.638513386002266e-05,400, | |
| 460 | +196608,768,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.002080420783242019,-0.0001931689597802545,400, | |
| 461 | +196608,768,pat1-2_q1_single,1-2,2,1,single,64,0.12056243934524465,0.002796311480426655,400, | |
| 462 | +196608,768,pat1-2_q1_stale,1-2,2,1,stale,64,0.013660933990330441,0.0005499868750836255,400, | |
| 463 | +196608,768,pat1-2_q2,1-2,2,2,exact,64,1.732672244304225e-09,-2.2766727505909863e-10,400,1.0 | |
| 464 | +196608,768,pat1-2_q2_single,1-2,2,2,single,64,0.02040255079446266,-0.0010542189678932167,400, | |
| 465 | +196608,768,pat1-2_q2_stale,1-2,2,2,stale,64,0.00016573381259574064,-2.7690841663442196e-06,400, | |
| 466 | +196608,768,pat1-2_q3,1-2,2,3,exact,64,6.436787779603728e-14,1.415300537178303e-15,400,1.0 | |
| 467 | +196608,768,pat1-2_q3_single,1-2,2,3,single,64,0.00411508786435181,0.00016416583006402137,400, | |
| 468 | +196608,768,pat1-2_q3_stale,1-2,2,3,stale,64,2.0788197154987486e-06,1.0813732977403355e-09,400, | |
| 469 | +196608,768,pat1-3_q0,1-3,2,0,exact,64,1.0353866577323187,-0.09375919750595835,400,1.0 | |
| 470 | +196608,768,pat1-3_q1,1-3,2,1,exact,64,0.0008821053227007227,-0.00017417577522241615,400,1.0 | |
| 471 | +196608,768,pat1-3_q2,1-3,2,2,exact,64,1.2357219374204686e-09,-1.808245809016606e-10,400,1.0 | |
| 472 | +196608,768,pat1-3_q3,1-3,2,3,exact,64,6.470817156409456e-14,1.6614397610353993e-15,400,1.0 | |
| 473 | +196608,768,pat1_q0,1,1,0,exact,64,6.151520845555843,1.5721790905210475,400,1.0 | |
| 474 | +196608,768,pat1_q1,1,1,1,exact,64,0.036817536792675784,-0.009604381019031617,400,1.0 | |
| 475 | +196608,768,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.036819875716667394,-0.009603834714117618,400, | |
| 476 | +196608,768,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.036818715145111966,-0.009603728320179474,400, | |
| 477 | +196608,768,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.3918162734933197,-0.16494854972087455,400, | |
| 478 | +196608,768,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.036817530786346225,-0.00960438034258374,400, | |
| 479 | +196608,768,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.34579262300284186,0.07080167296259027,400, | |
| 480 | +196608,768,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.15081826470605184,-0.018204852024349797,400, | |
| 481 | +196608,768,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.036817536792675694,-0.009604381019031678,400, | |
| 482 | +196608,768,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.06201167571368842,-0.019144514609978572,400, | |
| 483 | +196608,768,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.03802831281335063,-0.009929699506592745,400, | |
| 484 | +196608,768,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.03682164311508552,-0.0096090676035078,400, | |
| 485 | +196608,768,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.036818019409757353,-0.009603396722788888,400, | |
| 486 | +196608,768,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,0.5804055254571522,-0.14140375764930557,400, | |
| 487 | +196608,768,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.03681752723378252,-0.009604379227128406,400, | |
| 488 | +196608,768,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.417491345627959,0.07576010763164027,400, | |
| 489 | +196608,768,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.18861208150303369,-0.014641041806362054,400, | |
| 490 | +196608,768,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.036817536792675715,-0.009604381019031617,400, | |
| 491 | +196608,768,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.0688589596830805,-0.01955314400136937,400, | |
| 492 | +196608,768,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.038584160412823816,-0.009950203072671924,400, | |
| 493 | +196608,768,pat1_q1_gbits12,1,1,1,quantizedg,12,0.03681935814665003,-0.009609615260811182,400, | |
| 494 | +196608,768,pat1_q1_gbits16,1,1,1,quantizedg,16,0.03681684013378436,-0.009604049423383759,400, | |
| 495 | +196608,768,pat1_q1_gbits2,1,1,1,quantizedg,2,0.4505286877568466,0.01195603435521708,400, | |
| 496 | +196608,768,pat1_q1_gbits24,1,1,1,quantizedg,24,0.036817533240111146,-0.009604379903575606,400, | |
| 497 | +196608,768,pat1_q1_gbits3,1,1,1,quantizedg,3,0.2436939490345656,-0.004354896015661857,400, | |
| 498 | +196608,768,pat1_q1_gbits4,1,1,1,quantizedg,4,0.12611549984994033,-0.00609272765507157,400, | |
| 499 | +196608,768,pat1_q1_gbits52,1,1,1,quantizedg,52,0.03681753679267585,-0.009604381019031678,400, | |
| 500 | +196608,768,pat1_q1_gbits6,1,1,1,quantizedg,6,0.04733505113508281,-0.01001244001464598,400, | |
| 501 | +196608,768,pat1_q1_gbits8,1,1,1,quantizedg,8,0.03739295479219176,-0.009624972658909279,400, | |
| 502 | +196608,768,pat1_q1_single,1,1,1,single,64,0.49758256476065016,-0.025623175971072554,400, | |
| 503 | +196608,768,pat1_q1_stale,1,1,1,stale,64,0.018810584553949707,-0.0029896407484908444,400, | |
| 504 | +196608,768,pat1_q2,1,1,2,exact,64,1.3369870845058987e-06,-3.47963080693151e-07,400,1.0 | |
| 505 | +196608,768,pat1_q2_single,1,1,2,single,64,0.08198802555410661,0.010453219117604056,400, | |
| 506 | +196608,768,pat1_q2_stale,1,1,2,stale,64,0.000185541358956782,2.0604542576570066e-05,400, | |
| 507 | +196608,768,pat1_q3,1,1,3,exact,64,6.435611143494894e-14,1.1076265073569326e-15,400,1.0 | |
| 508 | +196608,768,pat1_q3_single,1,1,3,single,64,0.014580288953048734,-0.0006076047786582812,400, | |
| 509 | +196608,768,pat1_q3_stale,1,1,3,stale,64,1.950891941225607e-06,-1.1952289019649174e-07,400, | |
| 510 | +786432,192,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,792.2441039159679,-77.5001709280484,400,0.997203369140625 | |
| 511 | +786432,192,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,56156.73462320005,558.0084085012114,400,0.997203369140625 | |
| 512 | +786432,192,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,15507430647.14913,-155071339.5853536,400,0.997203369140625 | |
| 513 | +786432,192,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,15507433225.136108,-154997841.83404675,400,0.997203369140625 | |
| 514 | +786432,192,pat1-2-3_q0,1-2-3,3,0,exact,64,23.384064574125784,2.1754150167069906,400,0.9999603271484375 | |
| 515 | +786432,192,pat1-2-3_q1,1-2-3,3,1,exact,64,2.990691118361066,-0.05501356653288217,400,0.9999603271484375 | |
| 516 | +786432,192,pat1-2-3_q2,1-2-3,3,2,exact,64,0.07260683273852966,-0.0009976353860264313,400,0.9999603271484375 | |
| 517 | +786432,192,pat1-2-3_q3,1-2-3,3,3,exact,64,4.9855226130686546e-05,-6.567674618254918e-07,400,0.9999603271484375 | |
| 518 | +786432,192,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,3530.3856479864617,-793.707931208403,400,0.1713970947265625 | |
| 519 | +786432,192,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,807975.6724300863,7162.860719205587,400,0.1713970947265625 | |
| 520 | +786432,192,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,42979510094520.16,-211043823992.8495,400,0.1713970947265625 | |
| 521 | +786432,192,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,7.621625274976593e+39,-1.3493893846785462e+38,400,0.1713970947265625 | |
| 522 | +786432,192,pat1-2-4_q0,1-2-4,3,0,exact,64,267.5758805247388,28.73394366495873,400,0.9972186279296875 | |
| 523 | +786432,192,pat1-2-4_q1,1-2-4,3,1,exact,64,1410.844784632145,-18.779860609068336,400,0.9972186279296875 | |
| 524 | +786432,192,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,1411.780651197749,-18.790518255506093,400, | |
| 525 | +786432,192,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,1410.756105355328,-18.778750870731542,400, | |
| 526 | +786432,192,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,710.3984241779608,-11.549664012844977,400, | |
| 527 | +786432,192,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,1410.8448720782906,-18.779861602230838,400, | |
| 528 | +786432,192,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,1702.2815307879055,-23.878406161986863,400, | |
| 529 | +786432,192,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,1382.6095023201367,-19.155250537452755,400, | |
| 530 | +786432,192,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,1410.8447846321442,-18.77986060906832,400, | |
| 531 | +786432,192,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,1398.622884581613,-18.64639256556606,400, | |
| 532 | +786432,192,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,1400.6764696845928,-18.64315801191875,400, | |
| 533 | +786432,192,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,1411.7082061648644,-18.78976860665215,400, | |
| 534 | +786432,192,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,1410.7505739412181,-18.77869452910552,400, | |
| 535 | +786432,192,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,662.575666828146,-10.73323829886434,400, | |
| 536 | +786432,192,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,1410.844856651542,-18.779861463693095,400, | |
| 537 | +786432,192,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,1807.4355696419068,-25.098912008592396,400, | |
| 538 | +786432,192,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,1380.153723830648,-19.08508501704907,400, | |
| 539 | +786432,192,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,1410.8447846321442,-18.77986060906832,400, | |
| 540 | +786432,192,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,1395.1420168742509,-18.584425289214533,400, | |
| 541 | +786432,192,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,1402.9624759727337,-18.672825857578264,400, | |
| 542 | +786432,192,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,1410.772377529441,-18.779111436203365,400, | |
| 543 | +786432,192,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,1410.8392529078621,-18.779804263382072,400, | |
| 544 | +786432,192,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,1328.0494461797489,-17.609350157616902,400, | |
| 545 | +786432,192,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,1410.8447692053971,-18.7798604705306,400, | |
| 546 | +786432,192,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,1499.669234668472,-19.75134508301168,400, | |
| 547 | +786432,192,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,1408.276315802962,-18.709735566582168,400, | |
| 548 | +786432,192,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,1410.844784632145,-18.779860609068336,400, | |
| 549 | +786432,192,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,1407.3391596404244,-18.717695691150446,400, | |
| 550 | +786432,192,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,1413.1447683572485,-18.80971649610857,400, | |
| 551 | +786432,192,pat1-2-4_q1_single,1-2-4,3,1,single,64,1415.946272259588,-19.80466732742233,400, | |
| 552 | +786432,192,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,167.4628841777602,3.4775254369183735,400, | |
| 553 | +786432,192,pat1-2-4_q2,1-2-4,3,2,exact,64,577389.92895574,6294.252842639041,400,0.9972186279296875 | |
| 554 | +786432,192,pat1-2-4_q2_single,1-2-4,3,2,single,64,437125.8640671221,4711.712617748484,400, | |
| 555 | +786432,192,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,112.54867238993995,1.3224975741440201,400, | |
| 556 | +786432,192,pat1-2-4_q3,1-2-4,3,3,exact,64,15450161676531.732,-168435399751.17694,400,0.9972186279296875 | |
| 557 | +786432,192,pat1-2-4_q3_single,1-2-4,3,3,single,64,7.626787784937874e+94,-8.975008577668867e+91,400, | |
| 558 | +786432,192,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,64.13820840354863,0.7976160539422134,400, | |
| 559 | +786432,192,pat1-2_q0,1-2,2,0,exact,64,11.227837585924028,-2.964600953128102,400,1.0 | |
| 560 | +786432,192,pat1-2_q1,1-2,2,1,exact,64,0.060946868890865105,-0.016066946370505066,400,1.0 | |
| 561 | +786432,192,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.060925438454725894,-0.01605566409571279,400, | |
| 562 | +786432,192,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.06094295316889248,-0.016066461256375744,400, | |
| 563 | +786432,192,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.7142118160082552,0.2981084137838561,400, | |
| 564 | +786432,192,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.06094686266971935,-0.01606694700427714,400, | |
| 565 | +786432,192,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.6542578916827564,-0.1313001478076561,400, | |
| 566 | +786432,192,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.2559502729638737,0.026470257801754108,400, | |
| 567 | +786432,192,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.06094686889086525,-0.016066946370505188,400, | |
| 568 | +786432,192,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.099065327869121,-0.032049010067457286,400, | |
| 569 | +786432,192,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.06302349803510089,-0.01649305158101683,400, | |
| 570 | +786432,192,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.060989977225663614,-0.01606232241052833,400, | |
| 571 | +786432,192,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.06094441407087573,-0.01606609929985251,400, | |
| 572 | +786432,192,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,1.0926181082194653,0.2685272663021829,400, | |
| 573 | +786432,192,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.06094686218973681,-0.0160669461257948,400, | |
| 574 | +786432,192,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.7656164759037223,-0.1532100388495624,400, | |
| 575 | +786432,192,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.34531242409500496,0.02922510152360878,400, | |
| 576 | +786432,192,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.06094686889086519,-0.016066946370505313,400, | |
| 577 | +786432,192,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.11518942780186296,-0.03221678756469315,400, | |
| 578 | +786432,192,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.06460007534050105,-0.016644865346970367,400, | |
| 579 | +786432,192,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.06101169165223578,-0.016073604883318687,400, | |
| 580 | +786432,192,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.06094832953910508,-0.016066584413709232,400, | |
| 581 | +786432,192,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.8546767655423951,-0.042905640619395495,400, | |
| 582 | +786432,192,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.06094686841087952,-0.01606694549202335,400, | |
| 583 | +786432,192,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.4609966165437193,-0.03905593282712921,400, | |
| 584 | +786432,192,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.23364473581060324,-0.013351538466378177,400, | |
| 585 | +786432,192,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.0609468688908653,-0.016066946370505188,400, | |
| 586 | +786432,192,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.08323642320296915,-0.016237131299476328,400, | |
| 587 | +786432,192,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.06259874324664053,-0.01621859140989931,400, | |
| 588 | +786432,192,pat1-2_q1_single,1-2,2,1,single,64,1.9004541787397589,0.03470793886734694,400, | |
| 589 | +786432,192,pat1-2_q1_stale,1-2,2,1,stale,64,0.49018368623672154,0.11896717169624337,400, | |
| 590 | +786432,192,pat1-2_q2,1-2,2,2,exact,64,1.908529053473055e-06,-4.813804594344185e-07,400,1.0 | |
| 591 | +786432,192,pat1-2_q2_single,1-2,2,2,single,64,0.7102485035708066,-0.08620796804853098,400, | |
| 592 | +786432,192,pat1-2_q2_stale,1-2,2,2,stale,64,0.01876185059586915,-0.003973002116880935,400, | |
| 593 | +786432,192,pat1-2_q3,1-2,2,3,exact,64,1.3045378864426097e-13,3.692088357856443e-16,400,1.0 | |
| 594 | +786432,192,pat1-2_q3_single,1-2,2,3,single,64,0.3355227421493444,0.010853554410681405,400, | |
| 595 | +786432,192,pat1-2_q3_stale,1-2,2,3,stale,64,0.0007410384754650917,0.00012824017468143623,400, | |
| 596 | +786432,192,pat1-3_q0,1-3,2,0,exact,64,23.359644103971778,-5.534608938045584,400,0.9999603271484375 | |
| 597 | +786432,192,pat1-3_q1,1-3,2,1,exact,64,0.7346336355792382,-0.06465389887590647,400,0.9999603271484375 | |
| 598 | +786432,192,pat1-3_q2,1-3,2,2,exact,64,0.003838944289763411,-6.390965794243084e-05,400,0.9999603271484375 | |
| 599 | +786432,192,pat1-3_q3,1-3,2,3,exact,64,1.3853865792478252e-07,-1.865373984456167e-09,400,0.9999603271484375 | |
| 600 | +786432,192,pat1_q0,1,1,0,exact,64,52.26849490985705,13.359085396649698,400,1.0 | |
| 601 | +786432,192,pat1_q1,1,1,1,exact,64,1.350101417925109,-0.35354722584944165,400,1.0 | |
| 602 | +786432,192,pat1_q1_Hbits12,1,1,1,quantizedH,12,1.3500935277440065,-0.3535806507710631,400, | |
| 603 | +786432,192,pat1_q1_Hbits16,1,1,1,quantizedH,16,1.3501003310194586,-0.35354619310399904,400, | |
| 604 | +786432,192,pat1_q1_Hbits2,1,1,1,quantizedH,2,3.520418050904636,-1.5853585868658222,400, | |
| 605 | +786432,192,pat1_q1_Hbits24,1,1,1,quantizedH,24,1.350101427488896,-0.3535472347252536,400, | |
| 606 | +786432,192,pat1_q1_Hbits3,1,1,1,quantizedH,3,3.31335204900417,-1.4733426309819908,400, | |
| 607 | +786432,192,pat1_q1_Hbits4,1,1,1,quantizedH,4,1.9391843575700176,-0.2604164501618895,400, | |
| 608 | +786432,192,pat1_q1_Hbits52,1,1,1,quantizedH,52,1.3501014179251087,-0.3535472258494415,400, | |
| 609 | +786432,192,pat1_q1_Hbits6,1,1,1,quantizedH,6,1.412495458269975,-0.2630221686438134,400, | |
| 610 | +786432,192,pat1_q1_Hbits8,1,1,1,quantizedH,8,1.350563257816875,-0.356852931831705,400, | |
| 611 | +786432,192,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,1.350109066521084,-0.3536638093921768,400, | |
| 612 | +786432,192,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,1.3500985897165465,-0.353548106903985,400, | |
| 613 | +786432,192,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,4.781872522091928,-1.345236801810819,400, | |
| 614 | +786432,192,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,1.350101419410133,-0.35354721908782794,400, | |
| 615 | +786432,192,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,3.4797369664589923,-1.2007215873867372,400, | |
| 616 | +786432,192,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,2.179865940522414,-0.19557312474995617,400, | |
| 617 | +786432,192,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,1.3501014179251092,-0.35354722584944176,400, | |
| 618 | +786432,192,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,1.439894556713057,-0.26426495591610244,400, | |
| 619 | +786432,192,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,1.3527440761968907,-0.35621011228331206,400, | |
| 620 | +786432,192,pat1_q1_gbits12,1,1,1,quantizedg,12,1.3501170520600474,-0.3536303755848401,400, | |
| 621 | +786432,192,pat1_q1_gbits16,1,1,1,quantizedg,16,1.350099677286528,-0.3535491396493897,400, | |
| 622 | +786432,192,pat1_q1_gbits2,1,1,1,quantizedg,2,3.662638506083238,-0.14114973336634506,400, | |
| 623 | +786432,192,pat1_q1_gbits24,1,1,1,quantizedg,24,1.350101409846364,-0.3535472102120153,400, | |
| 624 | +786432,192,pat1_q1_gbits3,1,1,1,quantizedg,3,2.006224560792289,-0.09931485379201599,400, | |
| 625 | +786432,192,pat1_q1_gbits4,1,1,1,quantizedg,4,1.6256645986246232,-0.287943042368286,400, | |
| 626 | +786432,192,pat1_q1_gbits52,1,1,1,quantizedg,52,1.3501014179251094,-0.35354722584944176,400, | |
| 627 | +786432,192,pat1_q1_gbits6,1,1,1,quantizedg,6,1.375490927434224,-0.3547607305335415,400, | |
| 628 | +786432,192,pat1_q1_gbits8,1,1,1,quantizedg,8,1.3523208385786278,-0.35290434969924994,400, | |
| 629 | +786432,192,pat1_q1_single,1,1,1,single,64,9.113415420593412,-0.6066819226931919,400, | |
| 630 | +786432,192,pat1_q1_stale,1,1,1,stale,64,0.6154136719291023,-0.10028178328086006,400, | |
| 631 | +786432,192,pat1_q2,1,1,2,exact,64,0.000879551173290798,-0.00023381862617951926,400,1.0 | |
| 632 | +786432,192,pat1_q2_single,1,1,2,single,64,3.3415919194835424,0.3982157154697103,400, | |
| 633 | +786432,192,pat1_q2_stale,1,1,2,stale,64,0.02362674423776891,0.00278074647471095,400, | |
| 634 | +786432,192,pat1_q3,1,1,3,exact,64,3.7536178993428846e-10,-1.0033656242194247e-10,400,1.0 | |
| 635 | +786432,192,pat1_q3_single,1,1,3,single,64,1.538057892879525,-0.061989144714993616,400, | |
| 636 | +786432,192,pat1_q3_stale,1,1,3,stale,64,0.0009102878847814294,-5.725027832503484e-05,400, | |
| 637 | +786432,768,pat1-2-3-4_q0,1-2-3-4,4,0,exact,64,4.986018208506649,-0.13762561556908282,400,1.0 | |
| 638 | +786432,768,pat1-2-3-4_q1,1-2-3-4,4,1,exact,64,0.008927005909645269,-0.0018349126756300313,400,1.0 | |
| 639 | +786432,768,pat1-2-3-4_q2,1-2-3-4,4,2,exact,64,5.928729414583947e-08,-9.395325670941523e-09,400,1.0 | |
| 640 | +786432,768,pat1-2-3-4_q3,1-2-3-4,4,3,exact,64,1.267079206011133e-13,-1.969113790856769e-15,400,1.0 | |
| 641 | +786432,768,pat1-2-3_q0,1-2-3,3,0,exact,64,2.1540595594722562,-0.03739080593578284,400,1.0 | |
| 642 | +786432,768,pat1-2-3_q1,1-2-3,3,1,exact,64,0.001668959898753101,-0.0003383502868700715,400,1.0 | |
| 643 | +786432,768,pat1-2-3_q2,1-2-3,3,2,exact,64,2.2122358412955058e-09,-3.268737507695072e-10,400,1.0 | |
| 644 | +786432,768,pat1-2-3_q3,1-2-3,3,3,exact,64,1.2782661841497101e-13,-1.3537657312140286e-15,400,1.0 | |
| 645 | +786432,768,pat1-2-4-8_q0,1-2-4-8,4,0,exact,64,1.8639381870145941,-0.03475825718667972,400,1.0 | |
| 646 | +786432,768,pat1-2-4-8_q1,1-2-4-8,4,1,exact,64,0.0012395827070401909,-0.0002473233844382177,400,1.0 | |
| 647 | +786432,768,pat1-2-4-8_q2,1-2-4-8,4,2,exact,64,1.1847074984316457e-09,-1.7839284843956443e-10,400,1.0 | |
| 648 | +786432,768,pat1-2-4-8_q3,1-2-4-8,4,3,exact,64,1.275181732249539e-13,-2.2152530147138657e-15,400,1.0 | |
| 649 | +786432,768,pat1-2-4_q0,1-2-4,3,0,exact,64,1.5110451830356038,-0.003979202724711466,400,1.0 | |
| 650 | +786432,768,pat1-2-4_q1,1-2-4,3,1,exact,64,0.0008216544768970721,-0.00016467915897317158,400,1.0 | |
| 651 | +786432,768,pat1-2-4_q1_Hbits12,1-2-4,3,1,quantizedH,12,0.0008380846736121138,-0.00016758877896029786,400, | |
| 652 | +786432,768,pat1-2-4_q1_Hbits16,1-2-4,3,1,quantizedH,16,0.0008213531689268534,-0.0001646519263919512,400, | |
| 653 | +786432,768,pat1-2-4_q1_Hbits2,1-2-4,3,1,quantizedH,2,0.09338888314072155,-0.00041311064730731746,400, | |
| 654 | +786432,768,pat1-2-4_q1_Hbits24,1-2-4,3,1,quantizedH,24,0.0008216542242822217,-0.0001646789080241427,400, | |
| 655 | +786432,768,pat1-2-4_q1_Hbits3,1-2-4,3,1,quantizedH,3,0.08527843430502234,-0.0007137896866015434,400, | |
| 656 | +786432,768,pat1-2-4_q1_Hbits4,1-2-4,3,1,quantizedH,4,0.034991269977984206,-3.433161018864331e-06,400, | |
| 657 | +786432,768,pat1-2-4_q1_Hbits52,1-2-4,3,1,quantizedH,52,0.0008216544768970738,-0.00016467915897317158,400, | |
| 658 | +786432,768,pat1-2-4_q1_Hbits6,1-2-4,3,1,quantizedH,6,0.010346203574861216,-0.0001057152708614529,400, | |
| 659 | +786432,768,pat1-2-4_q1_Hbits8,1-2-4,3,1,quantizedH,8,0.00229765101220229,-0.00014481449597832707,400, | |
| 660 | +786432,768,pat1-2-4_q1_bothbits12,1-2-4,3,1,quantizedBoth,12,0.0008503439858621292,-0.00016677900277798808,400, | |
| 661 | +786432,768,pat1-2-4_q1_bothbits16,1-2-4,3,1,quantizedBoth,16,0.0008212842430070299,-0.00016444857645763592,400, | |
| 662 | +786432,768,pat1-2-4_q1_bothbits2,1-2-4,3,1,quantizedBoth,2,0.1851366724544236,-0.0007678336115980275,400, | |
| 663 | +786432,768,pat1-2-4_q1_bothbits24,1-2-4,3,1,quantizedBoth,24,0.0008216557477154035,-0.00016467814511771022,400, | |
| 664 | +786432,768,pat1-2-4_q1_bothbits3,1-2-4,3,1,quantizedBoth,3,0.11919184466906177,-0.0011209161215371517,400, | |
| 665 | +786432,768,pat1-2-4_q1_bothbits4,1-2-4,3,1,quantizedBoth,4,0.05421806570627469,-0.0010490205651338077,400, | |
| 666 | +786432,768,pat1-2-4_q1_bothbits52,1-2-4,3,1,quantizedBoth,52,0.0008216544768971577,-0.00016467915897329456,400, | |
| 667 | +786432,768,pat1-2-4_q1_bothbits6,1-2-4,3,1,quantizedBoth,6,0.014566527326198257,-0.00039011710968514675,400, | |
| 668 | +786432,768,pat1-2-4_q1_bothbits8,1-2-4,3,1,quantizedBoth,8,0.003463912185521952,-8.395211824522951e-05,400, | |
| 669 | +786432,768,pat1-2-4_q1_gbits12,1-2-4,3,1,quantizedg,12,0.0008330463313287028,-0.00016386932793812037,400, | |
| 670 | +786432,768,pat1-2-4_q1_gbits16,1-2-4,3,1,quantizedg,16,0.0008215928581106568,-0.00016447580915060505,400, | |
| 671 | +786432,768,pat1-2-4_q1_gbits2,1-2-4,3,1,quantizedg,2,0.1587085025081943,-0.0004219163045658744,400, | |
| 672 | +786432,768,pat1-2-4_q1_gbits24,1-2-4,3,1,quantizedg,24,0.0008216560003283251,-0.0001646783960677282,400, | |
| 673 | +786432,768,pat1-2-4_q1_gbits3,1-2-4,3,1,quantizedg,3,0.08148833071913175,-0.0006001162883182593,400, | |
| 674 | +786432,768,pat1-2-4_q1_gbits4,1-2-4,3,1,quantizedg,4,0.04063554011621837,-0.0011990819235139095,400, | |
| 675 | +786432,768,pat1-2-4_q1_gbits52,1-2-4,3,1,quantizedg,52,0.000821654476897156,-0.00016467915897329456,400, | |
| 676 | +786432,768,pat1-2-4_q1_gbits6,1-2-4,3,1,quantizedg,6,0.010220674930926188,-0.00044991773025020057,400, | |
| 677 | +786432,768,pat1-2-4_q1_gbits8,1-2-4,3,1,quantizedg,8,0.0026993906690647193,-0.00010384461497968454,400, | |
| 678 | +786432,768,pat1-2-4_q1_single,1-2-4,3,1,single,64,0.16720048726250333,0.000979475477261655,400, | |
| 679 | +786432,768,pat1-2-4_q1_stale,1-2-4,3,1,stale,64,0.01799903276285127,0.00024146515211394373,400, | |
| 680 | +786432,768,pat1-2-4_q2,1-2-4,3,2,exact,64,5.366069712928225e-10,-7.853564215608368e-11,400,1.0 | |
| 681 | +786432,768,pat1-2-4_q2_single,1-2-4,3,2,single,64,0.02773437357746464,-0.00016665093215339873,400, | |
| 682 | +786432,768,pat1-2-4_q2_stale,1-2-4,3,2,stale,64,0.00022124797714687846,-2.461218942403359e-06,400, | |
| 683 | +786432,768,pat1-2-4_q3,1-2-4,3,3,exact,64,1.2737556198940502e-13,-2.0921834027853174e-15,400,1.0 | |
| 684 | +786432,768,pat1-2-4_q3_single,1-2-4,3,3,single,64,0.005539165216592986,2.5381686309366624e-05,400, | |
| 685 | +786432,768,pat1-2-4_q3_stale,1-2-4,3,3,stale,64,2.764999226510358e-06,2.6282620546317337e-08,400, | |
| 686 | +786432,768,pat1-2_q0,1-2,2,0,exact,64,1.1671323591914733,-0.14630221880072025,400,1.0 | |
| 687 | +786432,768,pat1-2_q1,1-2,2,1,exact,64,0.0005633629190991921,-0.00011751852903369301,400,1.0 | |
| 688 | +786432,768,pat1-2_q1_Hbits12,1-2,2,1,quantizedH,12,0.0005756848268925734,-0.00011564596711267867,400, | |
| 689 | +786432,768,pat1-2_q1_Hbits16,1-2,2,1,quantizedH,16,0.0005634062216795882,-0.00011755625927411338,400, | |
| 690 | +786432,768,pat1-2_q1_Hbits2,1-2,2,1,quantizedH,2,0.07175209845376214,0.014316005123713388,400, | |
| 691 | +786432,768,pat1-2_q1_Hbits24,1-2,2,1,quantizedH,24,0.0005633635465364064,-0.00011751836096232409,400, | |
| 692 | +786432,768,pat1-2_q1_Hbits3,1-2,2,1,quantizedH,3,0.06550290921516466,-0.007112992385440199,400, | |
| 693 | +786432,768,pat1-2_q1_Hbits4,1-2,2,1,quantizedH,4,0.0266200645042257,0.0013708456375289666,400, | |
| 694 | +786432,768,pat1-2_q1_Hbits52,1-2,2,1,quantizedH,52,0.0005633629190990796,-0.00011751852903369301,400, | |
| 695 | +786432,768,pat1-2_q1_Hbits6,1-2,2,1,quantizedH,6,0.008084219542099614,-0.0008270449026094498,400, | |
| 696 | +786432,768,pat1-2_q1_Hbits8,1-2,2,1,quantizedH,8,0.0017575224251456711,-1.590445672017667e-05,400, | |
| 697 | +786432,768,pat1-2_q1_bothbits12,1-2,2,1,quantizedBoth,12,0.0005836730182696897,-0.00011395677179066129,400, | |
| 698 | +786432,768,pat1-2_q1_bothbits16,1-2,2,1,quantizedBoth,16,0.0005634298938737238,-0.00011736980319760674,400, | |
| 699 | +786432,768,pat1-2_q1_bothbits2,1-2,2,1,quantizedBoth,2,0.13555542026143944,0.015770009330439635,400, | |
| 700 | +786432,768,pat1-2_q1_bothbits24,1-2,2,1,quantizedBoth,24,0.0005633643090846661,-0.00011751867548296294,400, | |
| 701 | +786432,768,pat1-2_q1_bothbits3,1-2,2,1,quantizedBoth,3,0.08468958294776778,-0.006032329570818138,400, | |
| 702 | +786432,768,pat1-2_q1_bothbits4,1-2,2,1,quantizedBoth,4,0.040348375995282064,0.0010014919561904532,400, | |
| 703 | +786432,768,pat1-2_q1_bothbits52,1-2,2,1,quantizedBoth,52,0.000563362919099077,-0.00011751852903369301,400, | |
| 704 | +786432,768,pat1-2_q1_bothbits6,1-2,2,1,quantizedBoth,6,0.011114159751628602,-0.0007991087874496736,400, | |
| 705 | +786432,768,pat1-2_q1_bothbits8,1-2,2,1,quantizedBoth,8,0.0025675745247050064,-2.4767117365895914e-05,400, | |
| 706 | +786432,768,pat1-2_q1_gbits12,1-2,2,1,quantizedg,12,0.0005709662668021073,-0.00011582934077476323,400, | |
| 707 | +786432,768,pat1-2_q1_gbits16,1-2,2,1,quantizedg,16,0.0005633840095100463,-0.00011733207256446777,400, | |
| 708 | +786432,768,pat1-2_q1_gbits2,1-2,2,1,quantizedg,2,0.11588543838560315,0.0011948028195157988,400, | |
| 709 | +786432,768,pat1-2_q1_gbits24,1-2,2,1,quantizedg,24,0.0005633636815796808,-0.00011751884355470227,400, | |
| 710 | +786432,768,pat1-2_q1_gbits3,1-2,2,1,quantizedg,3,0.05849617367247083,0.0010260931491219236,400, | |
| 711 | +786432,768,pat1-2_q1_gbits4,1-2,2,1,quantizedg,4,0.030332537194058984,-0.0004870516939536654,400, | |
| 712 | +786432,768,pat1-2_q1_gbits52,1-2,2,1,quantizedg,52,0.000563362919099101,-0.00011751852903369301,400, | |
| 713 | +786432,768,pat1-2_q1_gbits6,1-2,2,1,quantizedg,6,0.007512458019991443,-8.903164506179975e-05,400, | |
| 714 | +786432,768,pat1-2_q1_gbits8,1-2,2,1,quantizedg,8,0.0020030675085190193,-0.00012640319877673927,400, | |
| 715 | +786432,768,pat1-2_q1_single,1-2,2,1,single,64,0.12096905239220475,0.0013745586278274004,400, | |
| 716 | +786432,768,pat1-2_q1_stale,1-2,2,1,stale,64,0.013644563067335008,0.0013181536787130021,400, | |
| 717 | +786432,768,pat1-2_q2,1-2,2,2,exact,64,2.414062839151719e-10,-3.825754263372038e-11,400,1.0 | |
| 718 | +786432,768,pat1-2_q2_single,1-2,2,2,single,64,0.019867002401137673,-0.0010219719866132828,400, | |
| 719 | +786432,768,pat1-2_q2_stale,1-2,2,2,stale,64,0.00016174689913417534,-1.0572550576124022e-05,400, | |
| 720 | +786432,768,pat1-2_q3,1-2,2,3,exact,64,1.2723279090550589e-13,-1.599904955071125e-15,400,1.0 | |
| 721 | +786432,768,pat1-2_q3_single,1-2,2,3,single,64,0.0039085030159716075,4.882284329173393e-05,400, | |
| 722 | +786432,768,pat1-2_q3_stale,1-2,2,3,stale,64,1.982582960124037e-06,8.230782557114894e-08,400, | |
| 723 | +786432,768,pat1-3_q0,1-3,2,0,exact,64,1.2014139000046757,-0.20075792523320643,400,1.0 | |
| 724 | +786432,768,pat1-3_q1,1-3,2,1,exact,64,0.0006831629562325114,-0.00014098577140672305,400,1.0 | |
| 725 | +786432,768,pat1-3_q2,1-3,2,2,exact,64,3.6129078842078333e-10,-5.615469480920563e-11,400,1.0 | |
| 726 | +786432,768,pat1-3_q3,1-3,2,3,exact,64,1.2742311680233283e-13,-1.5999049550711248e-15,400,1.0 | |
| 727 | +786432,768,pat1_q0,1,1,0,exact,64,12.2961925767473,3.1516521836036056,400,1.0 | |
| 728 | +786432,768,pat1_q1,1,1,1,exact,64,0.07338344813428402,-0.019258219032004004,400,1.0 | |
| 729 | +786432,768,pat1_q1_Hbits12,1,1,1,quantizedH,12,0.07338281064373217,-0.019261207101063663,400, | |
| 730 | +786432,768,pat1_q1_Hbits16,1,1,1,quantizedH,16,0.07338398544075639,-0.01925827419495453,400, | |
| 731 | +786432,768,pat1_q1_Hbits2,1,1,1,quantizedH,2,0.7590665727637258,-0.32188435320924214,400, | |
| 732 | +786432,768,pat1_q1_Hbits24,1,1,1,quantizedH,24,0.07338345292759642,-0.019258217921186427,400, | |
| 733 | +786432,768,pat1_q1_Hbits3,1,1,1,quantizedH,3,0.681815873260594,0.14826931098142881,400, | |
| 734 | +786432,768,pat1_q1_Hbits4,1,1,1,quantizedH,4,0.3064005947871396,-0.040595245542801944,400, | |
| 735 | +786432,768,pat1_q1_Hbits52,1,1,1,quantizedH,52,0.07338344813428425,-0.019258219032003757,400, | |
| 736 | +786432,768,pat1_q1_Hbits6,1,1,1,quantizedH,6,0.14215661917705208,-0.042394806471225434,400, | |
| 737 | +786432,768,pat1_q1_Hbits8,1,1,1,quantizedH,8,0.07708746512801695,-0.02146146358562574,400, | |
| 738 | +786432,768,pat1_q1_bothbits12,1,1,1,quantizedBoth,12,0.07339755738041875,-0.01927578412178828,400, | |
| 739 | +786432,768,pat1_q1_bothbits16,1,1,1,quantizedBoth,16,0.07338248433901955,-0.01925771802574986,400, | |
| 740 | +786432,768,pat1_q1_bothbits2,1,1,1,quantizedBoth,2,1.1333273076929224,-0.2897438845946383,400, | |
| 741 | +786432,768,pat1_q1_bothbits24,1,1,1,quantizedBoth,24,0.07338346683107207,-0.01925822123666614,400, | |
| 742 | +786432,768,pat1_q1_bothbits3,1,1,1,quantizedBoth,3,0.7909446830378264,0.17374648925579592,400, | |
| 743 | +786432,768,pat1_q1_bothbits4,1,1,1,quantizedBoth,4,0.3822148224404738,-0.03411987345182587,400, | |
| 744 | +786432,768,pat1_q1_bothbits52,1,1,1,quantizedBoth,52,0.07338344813428407,-0.019258219032003882,400, | |
| 745 | +786432,768,pat1_q1_bothbits6,1,1,1,quantizedBoth,6,0.15352997516199599,-0.04159178990563265,400, | |
| 746 | +786432,768,pat1_q1_bothbits8,1,1,1,quantizedBoth,8,0.07907700667717775,-0.021936718098019437,400, | |
| 747 | +786432,768,pat1_q1_gbits12,1,1,1,quantizedg,12,0.0733982931920051,-0.01927279714979576,400, | |
| 748 | +786432,768,pat1_q1_gbits16,1,1,1,quantizedg,16,0.07338194943515276,-0.01925766287040959,400, | |
| 749 | +786432,768,pat1_q1_gbits2,1,1,1,quantizedg,2,0.8606775568937779,0.009104400694126037,400, | |
| 750 | +786432,768,pat1_q1_gbits24,1,1,1,quantizedg,24,0.07338346203775303,-0.019258222347480397,400, | |
| 751 | +786432,768,pat1_q1_gbits3,1,1,1,quantizedg,3,0.44556635400948835,0.007824904372389281,400, | |
| 752 | +786432,768,pat1_q1_gbits4,1,1,1,quantizedg,4,0.2405415786045958,-0.012821941460921464,400, | |
| 753 | +786432,768,pat1_q1_gbits52,1,1,1,quantizedg,52,0.07338344813428388,-0.019258219032004004,400, | |
| 754 | +786432,768,pat1_q1_gbits6,1,1,1,quantizedg,6,0.09521209713213563,-0.018461005658203956,400, | |
| 755 | +786432,768,pat1_q1_gbits8,1,1,1,quantizedg,8,0.07541182641604685,-0.019732817194248443,400, | |
| 756 | +786432,768,pat1_q1_single,1,1,1,single,64,1.0133393975473626,-0.04230667122851182,400, | |
| 757 | +786432,768,pat1_q1_stale,1,1,1,stale,64,0.036105097762282046,-0.00601262744931846,400, | |
| 758 | +786432,768,pat1_q2,1,1,2,exact,64,2.609643726065326e-06,-6.929186294074258e-07,400,1.0 | |
| 759 | +786432,768,pat1_q2_single,1,1,2,single,64,0.16667964738499363,0.022077884504407917,400, | |
| 760 | +786432,768,pat1_q2_stale,1,1,2,stale,64,0.00033201384394034267,3.972457440233659e-05,400, | |
| 761 | +786432,768,pat1_q3,1,1,3,exact,64,1.2694676703476543e-13,-2.2152530147138653e-15,400,1.0 | |
| 762 | +786432,768,pat1_q3_single,1,1,3,single,64,0.03018338868073322,-0.001257402858222569,400, | |
| 763 | +786432,768,pat1_q3_stale,1,1,3,stale,64,3.141353299175483e-06,-2.0216029286550581e-07,400, | |
modified
results/processed/summary.csv
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