diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt index eeaf404fad..c4070e591b 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-out.txt @@ -2,7 +2,7 @@ maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 Not adding a normalizer. Data fully loaded into memory. Initial learning rate is tuned to 100.000000 -Bias: -468.3528, Weights: [4.515409,75.74901,22.2914,-10.50209,-28.58107,44.81024,23.8734,13.20304,2.448269] +Bias: -467.9297, Weights: [5.415065,76.39395,22.35155,-11.98839,-28.26446,44.58415,22.72012,11.13254,2.851256] Not training a calibrator because it is not needed. Not adding a normalizer. Data fully loaded into memory. @@ -15,15 +15,15 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 132 | 2 | 0.9851 + positive || 130 | 4 | 0.9701 negative || 8 | 212 | 0.9636 ||====================== -Precision || 0.9429 | 0.9907 | -OVERALL 0/1 ACCURACY: 0.971751 +Precision || 0.9420 | 0.9815 | +OVERALL 0/1 ACCURACY: 0.966102 LOG LOSS/instance: Infinity Test-set entropy (prior Log-Loss/instance): 0.956998 LOG-LOSS REDUCTION (RIG): -Infinity -AUC: 0.991045 +AUC: 0.990706 Warning: The predictor produced non-finite prediction values on 8 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. TEST POSITIVE RATIO: 0.3191 (105.0/(105.0+224.0)) Confusion table @@ -42,16 +42,16 @@ AUC: 0.963435 OVERALL RESULTS --------------------------------------- -AUC: 0.977240 (0.0138) -Accuracy: 0.955481 (0.0163) -Positive precision: 0.920027 (0.0228) -Positive recall: 0.949680 (0.0354) -Negative precision: 0.975057 (0.0156) +AUC: 0.977070 (0.0136) +Accuracy: 0.952656 (0.0134) +Positive precision: 0.919613 (0.0224) +Positive recall: 0.942217 (0.0279) +Negative precision: 0.970470 (0.0110) Negative recall: 0.957265 (0.0064) Log-loss: Infinity (NaN) Log-loss reduction: -Infinity (NaN) -F1 Score: 0.934582 (0.0289) -AUPRC: 0.964431 (0.0168) +F1 Score: 0.930771 (0.0251) +AUPRC: 0.964018 (0.0164) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt index cbe85dbf29..324536d66f 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer-rp.txt @@ -1,4 +1,4 @@ SymSGD AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.97724 0.955481 0.920027 0.94968 0.975057 0.957265 Infinity -Infinity 0.934582 0.964431 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 +0.97707 0.952656 0.919613 0.942217 0.97047 0.957265 Infinity -Infinity 0.930771 0.964018 1 SymSGD %Data% %Output% 99 0 0 maml.exe CV tr=SymSGD{nt=1} threads=- norm=No dout=%Output% data=%Data% seed=1 /nt:1 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt index cc1083e607..579a151e5e 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-CV-breast-cancer.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -5 1 1021.923 1 0 1 -6 0 101.91272 1 Infinity 1 -8 0 -334.817749 0 0 0 -9 0 -235.957581 0 0 0 -10 0 -272.79837 0 0 0 -11 0 -320.737427 0 0 0 -18 1 647.4429 1 0 1 -20 1 217.233337 1 0 1 -21 1 479.27478 1 0 1 -25 1 140.3844 1 0 1 -28 0 -320.737427 0 0 0 -31 0 -296.864 0 0 0 -32 1 454.251282 1 0 1 -35 0 -320.737427 0 0 0 -37 0 -78.9787 5.011722E-35 0 0 +5 1 1000.18896 1 -0 1 +6 0 95.69922 1 Infinity 1 +8 0 -334.17828 0 -0 0 +9 0 -235.6391 0 -0 0 +10 0 -277.29367 0 -0 0 +11 0 -322.8632 0 -0 0 +18 1 646.0084 1 -0 1 +20 1 198.03174 1 -0 1 +21 1 459.703 1 -0 1 +25 1 124.40155 1 -0 1 +28 0 -322.8632 0 -0 0 +31 0 -300.14307 0 -0 0 +32 1 450.4041 1 -0 1 +35 0 -322.8632 0 -0 0 +37 0 -82.94394 9.503967E-37 -0 0 40 0 ? ? ? 0 -41 1 199.0091 1 0 1 -44 1 656.8247 1 0 1 -45 0 -322.804565 0 0 0 -46 1 682.001953 1 0 1 -48 0 -308.837372 0 0 0 -50 1 269.319824 1 0 1 -51 1 55.29657 1 0 1 -52 1 287.521057 1 0 1 -54 1 316.589355 1 0 1 -56 1 913.6865 1 0 1 -60 1 119.077576 1 0 1 -63 1 4.26116943 0.9860904 0.020208151201720485 1 -64 0 -325.252838 0 0 0 -66 0 -287.8332 0 0 0 -68 1 560.21106 1 0 1 -69 0 -288.1764 0 0 0 -70 0 -262.6084 0 0 0 -71 1 377.826416 1 0 1 -72 0 -7.10409546 0.00082105794 0.0011850227709561453 0 -73 1 361.900269 1 0 1 -74 1 308.8277 1 0 1 -76 0 -258.3786 0 0 0 -77 0 -166.195282 0 0 0 -79 0 -349.318481 0 0 0 -82 0 -207.568787 0 0 0 -88 0 -287.8332 0 0 0 -90 0 -301.379425 0 0 0 -91 0 -350.5975 0 0 0 -92 0 -287.8332 0 0 0 -93 0 -325.252838 0 0 0 -95 0 -301.379425 0 0 0 -96 0 -355.1129 0 0 0 -97 0 -283.3178 0 0 0 -98 1 380.50592 1 0 1 -99 1 571.659058 1 0 1 -100 1 51.7908325 1 0 1 -102 0 -265.5418 0 0 0 -104 1 527.381836 1 0 1 -105 1 1.51104736 0.8192164 0.28768354956614323 1 -106 1 975.2739 1 0 1 -108 0 -298.846741 0 0 0 -109 1 582.2739 1 0 1 -111 1 427.5822 1 0 1 -112 1 370.9096 1 0 1 -113 1 805.0089 1 0 1 -115 0 -169.885254 0 0 0 -117 1 521.3834 1 0 1 -120 0 -289.590118 0 0 0 -121 0 -167.273956 0 0 0 -122 1 864.813965 1 0 1 -123 1 263.304382 1 0 1 -125 0 -325.252838 0 0 0 -128 1 277.651428 1 0 1 -129 0 -577.7748 0 0 0 -131 0 -296.864 0 0 0 -132 1 762.661865 1 0 1 -133 0 -303.018982 0 0 0 -137 0 -340.095428 0 0 0 -138 0 -289.415222 0 0 0 -141 0 -344.61084 0 0 0 -144 0 -320.737427 0 0 0 +41 1 193.508 1 -0 1 +44 1 640.12854 1 -0 1 +45 0 -325.427 0 -0 0 +46 1 662.572 1 -0 1 +48 0 -313.28973 0 -0 0 +50 1 277.65234 1 -0 1 +51 1 44.777954 1 -0 1 +52 1 271.5711 1 -0 1 +54 1 311.60028 1 -0 1 +56 1 904.77344 1 -0 1 +60 1 94.159485 1 -0 1 +63 1 -9.789185 5.6051445E-05 14.122888897433951 0 +64 0 -328.27826 0 -0 0 +66 0 -289.31293 0 -0 0 +68 1 540.3833 1 -0 1 +69 0 -294.4256 0 -0 0 +70 0 -261.91486 0 -0 0 +71 1 360.4336 1 -0 1 +72 0 -18.042511 1.45961065E-08 2.105773068336081E-08 0 +73 1 337.3023 1 -0 1 +74 1 314.52484 1 -0 1 +76 0 -261.22357 0 -0 0 +77 0 -165.81848 0 -0 0 +79 0 -351.12762 0 -0 0 +82 0 -207.5039 0 -0 0 +88 0 -289.31293 0 -0 0 +90 0 -305.55814 0 -0 0 +91 0 -352.15662 0 -0 0 +92 0 -289.31293 0 -0 0 +93 0 -328.27826 0 -0 0 +95 0 -305.55814 0 -0 0 +96 0 -357.5717 0 -0 0 +97 0 -283.8979 0 -0 0 +98 1 375.36285 1 -0 1 +99 1 541.32886 1 -0 1 +100 1 40.636627 1 -0 1 +102 0 -266.96136 0 -0 0 +104 1 509.36304 1 -0 1 +105 1 -0.046447754 0.48839015 1.0338939978132953 0 +106 1 971.9457 1 -0 1 +108 0 -306.01318 0 -0 0 +109 1 561.1018 1 -0 1 +111 1 429.27478 1 -0 1 +112 1 352.8783 1 -0 1 +113 1 807.48425 1 -0 1 +115 0 -172.66177 0 -0 0 +117 1 497.87134 1 -0 1 +120 0 -295.19498 0 -0 0 +121 0 -168.33484 0 -0 0 +122 1 868.4481 1 -0 1 +123 1 257.67218 1 -0 1 +125 0 -328.27826 0 -0 0 +128 1 268.11395 1 -0 1 +129 0 -577.114 0 -0 0 +131 0 -300.14307 0 -0 0 +132 1 745.2489 1 -0 1 +133 0 -306.31558 0 -0 0 +137 0 -340.16824 0 -0 0 +138 0 -289.6815 0 -0 0 +141 0 -345.5833 0 -0 0 +144 0 -322.8632 0 -0 0 145 0 ? ? ? 0 -147 0 -309.023651 0 0 0 -150 0 -272.79837 0 0 0 -151 1 249.55658 1 0 1 -152 1 884.802856 1 0 1 -154 0 -349.126221 0 0 0 -156 0 -227.212433 0 0 0 -161 0 -274.6302 0 0 0 +147 0 -311.95856 0 -0 0 +150 0 -277.29367 0 -0 0 +151 1 243.12079 1 -0 1 +152 1 862.84314 1 -0 1 +154 0 -350.99835 0 -0 0 +156 0 -229.53273 0 -0 0 +161 0 -278.1804 0 -0 0 164 0 ? ? ? 0 -167 1 283.316284 1 0 1 -169 0 -331.047241 0 0 0 -171 0 -301.379425 0 0 0 -173 1 1041.47913 1 0 1 -174 1 612.9641 1 0 1 -176 0 -296.864 0 0 0 -177 1 578.026 1 0 1 -179 1 180.726685 1 0 1 -180 0 -272.79837 0 0 0 -181 0 -349.126221 0 0 0 -183 1 834.9143 1 0 1 -187 1 544.907654 1 0 1 -188 1 709.276855 1 0 1 -189 0 -181.0476 0 0 0 -191 1 457.053833 1 0 1 -192 0 -307.1912 0 0 0 -196 0 384.403748 1 Infinity 1 -198 0 -349.126221 0 0 0 -199 0 -316.222015 0 0 0 -201 1 688.0464 1 0 1 -202 0 -301.379425 0 0 0 -204 0 -301.379425 0 0 0 -205 1 1028.11108 1 0 1 -206 1 667.4751 1 0 1 -207 0 -272.79837 0 0 0 -209 0 -254.736725 0 0 0 -210 1 1086.058 1 0 1 -211 1 925.716064 1 0 1 -212 0 -301.379425 0 0 0 -216 0 -325.252838 0 0 0 -218 1 734.4236 1 0 1 -219 0 -234.219574 0 0 0 -223 1 539.3552 1 0 1 -226 1 715.6188 1 0 1 -228 0 -272.79837 0 0 0 -233 1 355.085876 1 0 1 -237 1 459.5498 1 0 1 -239 1 451.899231 1 0 1 -240 0 -212.39624 0 0 0 -241 0 -284.771729 0 0 0 -242 0 -296.864 0 0 0 -244 0 -301.379425 0 0 0 -246 1 1044.54126 1 0 1 -247 1 409.237671 1 0 1 -248 0 -221.818024 0 0 0 +167 1 283.80707 1 -0 1 +169 0 -334.7223 0 -0 0 +171 0 -305.55814 0 -0 0 +173 1 1010.343 1 -0 1 +174 1 608.9114 1 -0 1 +176 0 -300.14307 0 -0 0 +177 1 562.58374 1 -0 1 +179 1 177.81592 1 -0 1 +180 0 -277.29367 0 -0 0 +181 0 -350.99835 0 -0 0 +183 1 808.67395 1 -0 1 +187 1 524.15204 1 -0 1 +188 1 673.82825 1 -0 1 +189 0 -184.46106 0 -0 0 +191 1 429.5337 1 -0 1 +192 0 -306.61798 0 -0 0 +196 0 363.26575 1 Infinity 1 +198 0 -350.99835 0 -0 0 +199 0 -317.44812 0 -0 0 +201 1 687.1731 1 -0 1 +202 0 -305.55814 0 -0 0 +204 0 -305.55814 0 -0 0 +205 1 999.5824 1 -0 1 +206 1 667.10315 1 -0 1 +207 0 -277.29367 0 -0 0 +209 0 -255.63342 0 -0 0 +210 1 1057.6752 1 -0 1 +211 1 905.67065 1 -0 1 +212 0 -305.55814 0 -0 0 +216 0 -328.27826 0 -0 0 +218 1 708.5812 1 -0 1 +219 0 -233.7797 0 -0 0 +223 1 528.3918 1 -0 1 +226 1 694.28674 1 -0 1 +228 0 -277.29367 0 -0 0 +233 1 352.99603 1 -0 1 +237 1 444.02045 1 -0 1 +239 1 448.62347 1 -0 1 +240 0 -219.04243 0 -0 0 +241 0 -290.44034 0 -0 0 +242 0 -300.14307 0 -0 0 +244 0 -305.55814 0 -0 0 +246 1 1022.41016 1 -0 1 +247 1 407.52216 1 -0 1 +248 0 -233.65024 0 -0 0 249 0 ? ? ? 0 -250 0 -251.085815 0 0 0 -252 0 307.68988 1 Infinity 1 -254 1 728.536743 1 0 1 -257 0 -316.222015 0 0 0 -258 0 -292.348633 0 0 0 -259 0 572.462158 1 Infinity 1 -260 1 531.1308 1 0 1 -262 1 912.760254 1 0 1 -267 1 408.017578 1 0 1 -268 1 736.6128 1 0 1 -269 0 -301.379425 0 0 0 -271 0 -283.3178 0 0 0 -272 1 408.017578 1 0 1 +250 0 -252.25284 0 -0 0 +252 0 294.28015 1 Infinity 1 +254 1 734.71045 1 -0 1 +257 0 -317.44812 0 -0 0 +258 0 -294.728 0 -0 0 +259 0 569.26843 1 Infinity 1 +260 1 521.4543 1 -0 1 +262 1 895.22437 1 -0 1 +267 1 399.35114 1 -0 1 +268 1 728.2501 1 -0 1 +269 0 -305.55814 0 -0 0 +271 0 -283.8979 0 -0 0 +272 1 399.35114 1 -0 1 275 0 ? ? ? 0 -276 0 -316.222015 0 0 0 -277 0 -325.252838 0 0 0 -278 0 -301.379425 0 0 0 -279 1 438.823853 1 0 1 -280 0 -292.348633 0 0 0 -283 1 555.4083 1 0 1 -284 1 445.768616 1 0 1 -285 1 1001.10779 1 0 1 -288 1 54.43335 1 0 1 -290 0 -349.126221 0 0 0 -291 0 -301.379425 0 0 0 -293 1 386.6949 1 0 1 -296 0 139.220642 1 Infinity 1 +276 0 -317.44812 0 -0 0 +277 0 -328.27826 0 -0 0 +278 0 -305.55814 0 -0 0 +279 1 440.3501 1 -0 1 +280 0 -294.728 0 -0 0 +283 1 553.0797 1 -0 1 +284 1 419.6612 1 -0 1 +285 1 976.37036 1 -0 1 +288 1 33.66107 1 -0 1 +290 0 -350.99835 0 -0 0 +291 0 -305.55814 0 -0 0 +293 1 380.27435 1 -0 1 +296 0 123.290955 1 Infinity 1 297 0 ? ? ? 0 -299 1 227.814941 1 0 1 -300 1 407.6792 1 0 1 -301 0 -301.379425 0 0 0 -303 0 -301.379425 0 0 0 -304 1 265.7011 1 0 1 -308 1 588.7855 1 0 1 -309 0 -65.36084 4.11289773E-29 0 0 -311 0 -349.126221 0 0 0 -312 1 -94.50748 9.035572E-42 136.34536397147204 0 -314 0 -296.671753 0 0 0 -316 1 466.170166 1 0 1 -317 1 736.0132 1 0 1 -319 0 161.598083 1 Infinity 1 +299 1 205.42737 1 -0 1 +300 1 383.03638 1 -0 1 +301 0 -305.55814 0 -0 0 +303 0 -305.55814 0 -0 0 +304 1 251.54071 1 -0 1 +308 1 568.57886 1 -0 1 +309 0 -70.95117 1.5356689E-31 -0 0 +311 0 -350.99835 0 -0 0 +312 1 -108.10928 0 Infinity 0 +314 0 -300.0138 0 -0 0 +316 1 460.54492 1 -0 1 +317 1 708.15735 1 -0 1 +319 0 149.38269 1 Infinity 1 321 0 ? ? ? 0 -323 1 388.03302 1 0 1 -327 0 -325.252838 0 0 0 -328 1 584.984 1 0 1 -329 1 459.499573 1 0 1 -331 0 -280.869537 0 0 0 -332 0 -206.44986 0 0 0 -333 1 399.285278 1 0 1 -336 1 425.5838 1 0 1 -338 0 -296.671753 0 0 0 -343 0 -349.126221 0 0 0 -344 1 473.410339 1 0 1 -346 0 -245.701279 0 0 0 -347 0 -294.1391 0 0 0 -348 1 -152.083282 0 Infinity 0 -349 1 237.0896 1 0 1 -350 0 -352.0688 0 0 0 -352 0 39.6635437 1 Infinity 1 -353 1 660.963257 1 0 1 -354 0 -325.252838 0 0 0 -355 0 -327.084656 0 0 0 -358 1 590.6726 1 0 1 -360 1 943.9149 1 0 1 -361 1 683.516 1 0 1 -366 1 969.8589 1 0 1 -368 0 -304.543427 0 0 0 -370 0 -166.498291 0 0 0 -371 0 -304.543427 0 0 0 -373 0 -317.6933 0 0 0 -376 0 -325.252838 0 0 0 -377 0 -296.671753 0 0 0 -378 0 -363.106323 0 0 0 -379 0 -122.1077 0 0 0 -381 1 651.466431 1 0 1 -383 0 -344.61084 0 0 0 -384 0 -344.61084 0 0 0 -387 0 -126.32016 0 0 0 -388 0 -307.5344 0 0 0 -389 0 -277.759 0 0 0 -391 1 947.5735 1 0 1 -392 0 -316.222015 0 0 0 -395 0 -316.222015 0 0 0 -396 0 -292.348633 0 0 0 -398 0 -227.269958 0 0 0 -399 0 -228.794418 0 0 0 -404 0 -281.178345 0 0 0 -406 0 -213.6662 0 0 0 -409 0 -293.9306 0 0 0 -413 0 -261.0264 0 0 0 -414 1 646.5259 1 0 1 -415 0 -57.21808 1.41417837E-25 0 0 -416 1 582.0941 1 0 1 -418 0 -135.317932 0 0 0 -419 0 -278.856018 0 0 0 -422 0 -65.34631 4.17307942E-29 0 0 -423 0 -262.6084 0 0 0 -428 0 -325.252838 0 0 0 -429 0 -320.737427 0 0 0 -430 0 -160.551788 0 0 0 -434 0 683.9347 1 Infinity 1 -436 1 575.846558 1 0 1 -439 0 -331.0646 0 0 0 -440 1 429.814148 1 0 1 -441 0 -130.0997 0 0 0 -442 0 -280.509918 0 0 0 -449 1 803.155 1 0 1 -450 0 -304.1297 0 0 0 -451 0 -331.0646 0 0 0 -452 0 -361.0996 0 0 0 -453 1 566.1138 1 0 1 -454 0 -221.693909 0 0 0 -455 1 16.0523376 0.9999999 1.7198266111377426E-07 1 -456 1 636.5864 1 0 1 -457 1 647.529541 1 0 1 -464 0 -335.580017 0 0 0 -465 1 677.602661 1 0 1 -466 1 787.547852 1 0 1 -467 1 679.4784 1 0 1 -474 0 -331.0646 0 0 0 -480 0 -302.483521 0 0 0 -482 1 781.156738 1 0 1 -483 1 878.3706 1 0 1 -484 0 -308.7732 0 0 0 -487 1 945.2323 1 0 1 -489 1 24.710083 1 0 1 -492 0 -283.125549 0 0 0 -493 1 920.3756 1 0 1 -495 0 -287.64093 0 0 0 -497 0 -259.831 0 0 0 -501 0 -311.7066 0 0 0 -502 0 -322.208679 0 0 0 -504 0 -349.126221 0 0 0 -507 0 -214.695511 0 0 0 -510 0 -349.126221 0 0 0 -513 0 -287.64093 0 0 0 -514 1 754.5259 1 0 1 -517 0 -296.671753 0 0 0 -519 1 791.0669 1 0 1 -520 0 -377.7073 0 0 0 -521 0 -364.161072 0 0 0 -522 1 296.72522 1 0 1 -523 1 465.930176 1 0 1 -527 0 -287.8332 0 0 0 -528 0 -292.468475 0 0 0 -529 0 -283.125549 0 0 0 -531 0 -213.6662 0 0 0 -532 0 -272.79837 0 0 0 -533 0 -316.222015 0 0 0 -534 0 -320.737427 0 0 0 -535 0 -267.2987 0 0 0 -538 0 -311.7066 0 0 0 -539 0 -302.675781 0 0 0 -540 0 -262.380951 0 0 0 -541 0 -340.095428 0 0 0 -544 0 -286.656677 0 0 0 -546 1 1069.49353 1 0 1 -547 0 -316.029755 0 0 0 -548 0 -311.514343 0 0 0 -549 1 549.9683 1 0 1 -557 0 -352.0688 0 0 0 -558 0 -320.737427 0 0 0 -559 0 -307.1912 0 0 0 -560 0 -283.3178 0 0 0 -561 0 -283.3178 0 0 0 -563 0 -316.222015 0 0 0 -565 1 880.770142 1 0 1 -566 0 -270.05722 0 0 0 -569 1 740.958 1 0 1 -577 0 -325.252838 0 0 0 -578 0 -325.252838 0 0 0 -581 1 785.143066 1 0 1 -582 1 986.6736 1 0 1 -584 0 -412.1561 0 0 0 -586 1 1092.98242 1 0 1 -590 1 617.891 1 0 1 -593 0 -308.7732 0 0 0 -594 1 774.4863 1 0 1 -600 0 -316.222015 0 0 0 -602 0 -311.7066 0 0 0 -604 1 256.321228 1 0 1 -606 0 -346.0821 0 0 0 -607 0 -349.126221 0 0 0 -609 0 -331.0646 0 0 0 -612 1 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542.114868 1 0 1 -571 1 1942.85852 1 0 1 -572 0 -540.900146 0 0 0 -573 0 -515.32605 0 0 0 -574 1 1153.99219 1 0 1 -575 0 -533.9065 0 0 0 -576 0 -566.4742 0 0 0 -579 0 -604.696655 0 0 0 -580 0 -444.53595 0 0 0 -583 0 -451.529541 0 0 0 -585 0 -425.9555 0 0 0 -587 0 -484.831055 0 0 0 -588 1 962.983643 1 0 1 -589 0 -477.103638 0 0 0 -591 1 1292.75977 1 0 1 -592 1 495.973053 1 0 1 -595 0 -566.4742 0 0 0 -596 0 -431.748932 0 0 0 -597 0 -411.968262 0 0 0 -598 0 -540.900146 0 0 0 -599 0 158.954132 1 Infinity 1 -601 0 -385.512115 0 0 0 -603 1 666.133057 1 0 1 -605 1 1270.70056 1 0 1 -608 1 1017.25757 1 0 1 -610 1 401.661346 1 0 1 -611 1 1604.39221 1 0 1 -615 0 -309.810669 0 0 0 -616 0 -540.900146 0 0 0 -620 0 -540.900146 0 0 0 -623 0 -425.9555 0 0 0 -625 0 -124.748688 0 0 0 -626 1 592.070435 1 0 1 -628 0 -438.7425 0 0 0 -630 0 -105.585052 0 0 0 -631 0 -566.4742 0 0 0 -632 0 -425.9555 0 0 0 -635 0 -85.71478 5.95035441E-38 0 0 -636 1 933.872437 1 0 1 -637 0 98.51761 1 Infinity 1 -640 0 -389.261841 0 0 0 -643 0 -425.9555 0 0 0 -646 0 -163.588135 0 0 0 -647 0 -350.9007 0 0 0 -648 1 893.8468 1 0 1 -650 0 -331.097778 0 0 0 -651 0 -299.842163 0 0 0 -655 0 -540.900146 0 0 0 -658 1 1548.16321 1 0 1 -659 0 -425.9555 0 0 0 -662 0 -271.4496 0 0 0 -663 0 -271.4496 0 0 0 -664 0 -465.845337 0 0 0 -666 0 -209.536652 0 0 0 -667 0 -630.2707 0 0 0 -669 1 2239.64185 1 0 1 -671 0 -452.314178 0 0 0 -672 0 -617.483643 0 0 0 -673 0 -204.121124 0 0 0 -674 0 -515.32605 0 0 0 -675 0 -98.50183 1.667545E-43 0 0 -676 0 -393.387817 0 0 0 -677 0 -477.103638 0 0 0 -684 0 -425.9555 0 0 0 -686 0 -425.9555 0 0 0 -687 0 -377.613831 0 0 0 -690 0 -350.9007 0 0 0 -695 0 -438.7425 0 0 0 +412 1 1142.7122 1 -0 1 +417 0 -515.32715 0 -0 0 +420 0 -151.03836 0 -0 0 +421 1 1101.1173 1 -0 1 +424 0 -451.53076 0 -0 0 +425 1 1700.8898 1 -0 1 +426 0 413.44397 1 Infinity 1 +427 1 1406.7855 1 -0 1 +431 0 -758.77673 0 -0 0 +432 0 -484.83267 0 -0 0 +433 0 -114.108734 0 -0 0 +435 1 1690.2623 1 -0 1 +437 0 -464.3179 0 -0 0 +438 0 -145.38675 0 -0 0 +443 0 -355.0506 0 -0 0 +444 0 -508.6529 0 -0 0 +445 0 -438.74362 0 -0 0 +446 0 -425.95645 0 -0 0 +447 0 -477.10507 0 -0 0 +448 0 -296.1424 0 -0 0 +458 0 -355.16687 0 -0 0 +459 0 -233.22868 0 -0 0 +460 0 -402.05032 0 -0 0 +461 0 -167.90726 0 -0 0 +462 0 -414.83743 0 -0 0 +463 0 -382.6748 0 -0 0 +468 0 -464.3179 0 -0 0 +469 0 -393.38898 0 -0 0 +470 0 -411.08737 0 -0 0 +471 0 -414.83743 0 -0 0 +472 0 -360.07812 0 -0 0 +473 0 -464.3179 0 -0 0 +475 0 -451.53076 0 -0 0 +476 0 -342.3797 0 -0 0 +477 0 -464.3179 0 -0 0 +478 0 -336.67603 0 -0 0 +479 1 1756.9337 1 -0 1 +481 0 38.273315 1 Infinity 1 +485 0 -79.27591 3.7231453E-35 -0 0 +486 0 -411.08737 0 -0 0 +488 1 1032.3611 1 -0 1 +490 0 -425.95645 0 -0 0 +491 1 1566.1007 1 -0 1 +494 0 -82.79584 1.1021094E-36 -0 0 +496 0 -296.1424 0 -0 0 +498 0 -553.6886 0 -0 0 +499 0 -553.6886 0 -0 0 +500 0 -668.6336 0 -0 0 +503 0 -643.05927 0 -0 0 +505 0 -170.67264 0 -0 0 +506 1 1927.5609 1 -0 1 +508 0 -477.10507 0 -0 0 +509 0 -438.74362 0 -0 0 +511 0 -566.47577 0 -0 0 +512 0 -477.10507 0 -0 0 +515 1 1918.6837 1 -0 1 +516 0 -296.1424 0 -0 0 +518 0 -292.0652 0 -0 0 +524 0 -540.9014 0 -0 0 +525 0 -414.0034 0 -0 0 +526 0 -464.3179 0 -0 0 +530 1 944.2932 1 -0 1 +536 0 -655.84644 0 -0 0 +537 0 -533.90826 0 -0 0 +542 0 -196.24695 0 -0 0 +543 0 -553.6886 0 -0 0 +545 0 -566.47577 0 -0 0 +550 0 -540.9014 0 -0 0 +551 0 -604.6978 0 -0 0 +552 0 -338.1051 0 -0 0 +553 0 240.8324 1 Infinity 1 +554 0 -451.53076 0 -0 0 +555 0 119.92975 1 Infinity 1 +556 0 -136.76703 0 -0 0 +562 0 -604.6978 0 -0 0 +564 0 -561.4162 0 -0 0 +567 0 -411.87683 0 -0 0 +568 1 595.40564 1 -0 1 +570 1 542.1084 1 -0 1 +571 1 1942.8527 1 -0 1 +572 0 -540.9014 0 -0 0 +573 0 -515.32715 0 -0 0 +574 1 1153.9878 1 -0 1 +575 0 -533.90826 0 -0 0 +576 0 -566.47577 0 -0 0 +579 0 -604.6978 0 -0 0 +580 0 -444.53754 0 -0 0 +583 0 -451.53076 0 -0 0 +585 0 -425.95645 0 -0 0 +587 0 -484.83267 0 -0 0 +588 1 962.9795 1 -0 1 +589 0 -477.10507 0 -0 0 +591 1 1292.7548 1 -0 1 +592 1 495.96814 1 -0 1 +595 0 -566.47577 0 -0 0 +596 0 -431.75037 0 -0 0 +597 0 -411.97006 0 -0 0 +598 0 -540.9014 0 -0 0 +599 0 158.95264 1 Infinity 1 +601 0 -385.51306 0 -0 0 +603 1 666.12964 1 -0 1 +605 1 1270.6947 1 -0 1 +608 1 1017.25073 1 -0 1 +610 1 401.65594 1 -0 1 +611 1 1604.3878 1 -0 1 +615 0 -309.8122 0 -0 0 +616 0 -540.9014 0 -0 0 +620 0 -540.9014 0 -0 0 +623 0 -425.95645 0 -0 0 +625 0 -124.750824 0 -0 0 +626 1 592.06555 1 -0 1 +628 0 -438.74362 0 -0 0 +630 0 -105.58676 0 -0 0 +631 0 -566.47577 0 -0 0 +632 0 -425.95645 0 -0 0 +635 0 -85.716156 5.942189E-38 -0 0 +636 1 933.8672 1 -0 1 +637 0 98.515686 1 Infinity 1 +640 0 -389.26315 0 -0 0 +643 0 -425.95645 0 -0 0 +646 0 -163.5892 0 -0 0 +647 0 -350.90167 0 -0 0 +648 1 893.8413 1 -0 1 +650 0 -331.09985 0 -0 0 +651 0 -299.84332 0 -0 0 +655 0 -540.9014 0 -0 0 +658 1 1548.1581 1 -0 1 +659 0 -425.95645 0 -0 0 +662 0 -271.45074 0 -0 0 +663 0 -271.45074 0 -0 0 +664 0 -465.84665 0 -0 0 +666 0 -209.53821 0 -0 0 +667 0 -630.27216 0 -0 0 +669 1 2239.6367 1 -0 1 +671 0 -452.3157 0 -0 0 +672 0 -617.485 0 -0 0 +673 0 -204.1228 0 -0 0 +674 0 -515.32715 0 -0 0 +675 0 -98.50333 1.67E-43 -0 0 +676 0 -393.38898 0 -0 0 +677 0 -477.10507 0 -0 0 +684 0 -425.95645 0 -0 0 +686 0 -425.95645 0 -0 0 +687 0 -377.61526 0 -0 0 +690 0 -350.90167 0 -0 0 +695 0 -438.74362 0 -0 0 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt index 3f95d64019..8ad9d5e8c1 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-out.txt @@ -2,7 +2,7 @@ maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% Not adding a normalizer. Data fully loaded into memory. Initial learning rate is tuned to 100.000000 -Bias: -448.1, Weights: [-0.3852913,49.29393,-3.424153,16.76877,-25.15009,23.68305,-6.658058,13.76585,4.843107] +Bias: -473.8277, Weights: [1.857652,52.92448,9.490602,14.59393,-17.65715,10.12633,-8.042431,1.963498,26.75315] Not training a calibrator because it is not needed. Warning: The predictor produced non-finite prediction values on 16 instances during testing. Possible causes: abnormal data or the predictor is numerically unstable. TEST POSITIVE RATIO: 0.3499 (239.0/(239.0+444.0)) @@ -10,28 +10,28 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 152 | 87 | 0.6360 + positive || 141 | 98 | 0.5900 negative || 2 | 442 | 0.9955 ||====================== -Precision || 0.9870 | 0.8355 | -OVERALL 0/1 ACCURACY: 0.869693 +Precision || 0.9860 | 0.8185 | +OVERALL 0/1 ACCURACY: 0.853587 LOG LOSS/instance: Infinity Test-set entropy (prior Log-Loss/instance): 0.934003 LOG-LOSS REDUCTION (RIG): -Infinity -AUC: 0.984941 +AUC: 0.985535 OVERALL RESULTS --------------------------------------- -AUC: 0.984941 (0.0000) -Accuracy: 0.869693 (0.0000) -Positive precision: 0.987013 (0.0000) -Positive recall: 0.635983 (0.0000) -Negative precision: 0.835539 (0.0000) +AUC: 0.985535 (0.0000) +Accuracy: 0.853587 (0.0000) +Positive precision: 0.986014 (0.0000) +Positive recall: 0.589958 (0.0000) +Negative precision: 0.818519 (0.0000) Negative recall: 0.995495 (0.0000) Log-loss: Infinity (0.0000) Log-loss reduction: -Infinity (0.0000) -F1 Score: 0.773537 (0.0000) -AUPRC: 0.977633 (0.0000) +F1 Score: 0.738220 (0.0000) +AUPRC: 0.975735 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt index c056310ab0..62e950c9cf 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-rp.txt @@ -1,4 +1,4 @@ SymSGD AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.984941 0.869693 0.987013 0.635983 0.835539 0.995495 Infinity -Infinity 0.773537 0.977633 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 +0.985535 0.853587 0.986014 0.589958 0.818519 0.995495 Infinity -Infinity 0.73822 0.975735 1 SymSGD %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=SymSGD{nt=1} norm=No dout=%Output% data=%Data% out=%Output% seed=1 /nt:1 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt index 8fb0a3fe22..99570e33f3 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer-summary.txt @@ -1,12 +1,12 @@ Linear Binary Classification Predictor non-zero weights -(Bias) -448.1 -f1 49.29393 -f4 -25.15009 -f5 23.68305 -f3 16.76877 -f7 13.76585 -f6 -6.658058 -f8 4.843107 -f2 -3.424153 -f0 -0.3852913 +(Bias) -473.82773 +f1 52.924484 +f8 26.753149 +f4 -17.657146 +f3 14.593927 +f5 10.126332 +f2 9.490602 +f6 -8.042431 +f7 1.9634984 +f0 1.8576517 diff --git a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt index f3130d53ec..b9616ca7ef 100644 --- a/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt +++ b/test/BaselineOutput/Common/SymSGD/SymSGD-TrainTest-breast-cancer.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -0 0 -415.3703 0 0 0 -1 0 -109.523041 0 0 0 -2 0 -390.916656 0 0 0 -3 0 33.8270569 1 Infinity 1 -4 0 -381.447449 0 0 0 -5 1 243.726929 1 0 1 -6 0 -200.681656 0 0 0 -7 0 -417.63858 0 0 0 -8 0 -381.525879 0 0 0 -9 0 -359.03302 0 0 0 -10 0 -388.679047 0 0 0 -11 0 -407.556366 0 0 0 -12 1 -208.0876 0 Infinity 0 -13 0 -366.463 0 0 0 -14 1 136.450256 1 0 1 -15 1 -314.800262 0 Infinity 0 -16 0 -408.326935 0 0 0 -17 0 -414.985 0 0 0 -18 1 102.798035 1 0 1 -19 0 -415.755585 0 0 0 -20 1 10.1497192 0.9999609 5.6411412351548271E-05 1 -21 1 -61.521698 1.91190378E-27 88.757048641689195 0 -22 0 -407.94165 0 0 0 +0 0 -408.12906 0 -0 0 +1 0 -157.69333 0 -0 0 +2 0 -401.71802 0 -0 0 +3 0 55.136993 1 Infinity 1 +4 0 -380.79886 0 -0 0 +5 1 227.71481 1 -0 1 +6 0 -324.42267 0 -0 0 +7 0 -404.21143 0 -0 0 +8 0 -290.60455 0 -0 0 +9 0 -349.01978 0 -0 0 +10 0 -397.90253 0 -0 0 +11 0 -405.6596 0 -0 0 +12 1 -236.01031 0 Infinity 0 +13 0 -395.307 0 -0 0 +14 1 149.05203 1 -0 1 +15 1 -229.14954 0 Infinity 0 +16 0 -401.94427 0 -0 0 +17 0 -409.98672 0 -0 0 +18 1 123.15268 1 -0 1 +19 0 -406.27142 0 -0 0 +20 1 -49.49823 3.1856046E-22 71.410850872130254 0 +21 1 -144.36145 0 Infinity 0 +22 0 -403.80194 0 -0 0 23 1 ? ? ? 0 -24 0 -413.829132 0 0 0 -25 1 -111.690765 0 Infinity 0 -26 0 -333.49762 0 0 0 -27 0 -408.712219 0 0 0 -28 0 -407.556366 0 0 0 -29 0 -407.361328 0 0 0 -30 0 -382.791565 0 0 0 -31 0 -414.214417 0 0 0 -32 1 -140.35733 0 Infinity 0 -33 0 -397.445648 0 0 0 -34 0 -411.365784 0 0 0 -35 0 -407.556366 0 0 0 -36 1 89.1488 1 0 1 -37 0 -367.9438 0 0 0 -38 1 125.049805 1 0 1 -39 1 -120.420319 0 Infinity 0 +24 0 -415.55966 0 -0 0 +25 1 -221.86612 0 Infinity 0 +26 0 -333.2203 0 -0 0 +27 0 -400.08664 0 -0 0 +28 0 -405.6596 0 -0 0 +29 0 -380.4936 0 -0 0 +30 0 -386.14478 0 -0 0 +31 0 -413.70203 0 -0 0 +32 1 -33.372955 3.2085564E-15 48.146997099382261 0 +33 0 -399.1081 0 -0 0 +34 0 -394.31134 0 -0 0 +35 0 -405.6596 0 -0 0 +36 1 169.91983 1 -0 1 +37 0 -367.8595 0 -0 0 +38 1 -19.262756 4.308154E-09 27.790283088059642 0 +39 1 -188.02133 0 Infinity 0 40 0 ? ? ? 0 -41 1 -214.114883 0 Infinity 0 -42 1 86.67383 1 0 1 -43 1 -299.954132 0 Infinity 0 -44 1 -14.4605713 5.246304E-07 20.86219519410675 0 -45 0 -402.327942 0 0 0 -46 1 139.792358 1 0 1 -47 0 -407.171082 0 0 0 -48 0 -381.447449 0 0 0 -49 1 141.825745 1 0 1 -50 1 -170.3082 0 Infinity 0 -51 1 -160.977692 0 Infinity 0 -52 1 -127.401 0 Infinity 0 -53 1 -119.971008 0 Infinity 0 -54 1 -161.725189 0 Infinity 0 -55 1 -41.1490173 1.34650766E-18 59.365483272233966 0 -56 1 199.693787 1 0 1 -57 1 -410.444183 0 Infinity 0 -58 1 -273.693665 0 Infinity 0 -59 1 -206.296631 0 Infinity 0 -60 1 -123.953339 0 Infinity 0 -61 0 -383.488 0 0 0 -62 1 -11.9711 6.324332E-06 17.270655479328113 0 -63 1 -269.080566 0 Infinity 0 -64 0 -407.171082 0 0 0 -65 1 -209.844543 0 Infinity 0 -66 0 -414.985 0 0 0 -67 1 -161.339172 0 Infinity 0 -68 1 -58.4673157 4.05478141E-26 84.350506323497086 0 -69 0 -400.063263 0 0 0 -70 0 -415.560547 0 0 0 -71 1 77.64612 1 0 1 -72 0 -318.187164 0 0 0 -73 1 70.44263 1 0 1 -74 1 -111.748413 0 Infinity 0 -75 0 -386.462433 0 0 0 -76 0 -417.4435 0 0 0 -77 0 -293.3556 0 0 0 -78 0 -367.233582 0 0 0 -79 0 -432.706451 0 0 0 -80 0 -369.826782 0 0 0 -81 0 -391.558167 0 0 0 -82 0 -366.076355 0 0 0 -83 0 -417.5489 0 0 0 -84 1 44.29547 1 0 1 -85 1 41.82538 1 0 1 -86 1 -157.855713 0 Infinity 0 -87 1 122.36322 1 0 1 -88 0 -414.985 0 0 0 -89 0 -415.937683 0 0 0 -90 0 -413.829132 0 0 0 -91 0 -384.514832 0 0 0 -92 0 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81.718450817485731 0 -129 0 -601.7137 0 0 0 -130 0 -415.560547 0 0 0 -131 0 -414.214417 0 0 0 -132 1 295.987366 1 0 1 -133 0 -394.175781 0 0 0 -134 0 -433.091736 0 0 0 -135 0 -364.155518 0 0 0 -136 0 -408.326935 0 0 0 -137 0 -401.2836 0 0 0 -138 0 -411.7511 0 0 0 +41 1 -208.01074 0 Infinity 0 +42 1 180.51608 1 -0 1 +43 1 -173.83176 0 Infinity 0 +44 1 78.19327 1 -0 1 +45 0 -380.7641 0 -0 0 +46 1 57.826324 1 -0 1 +47 0 -407.51724 0 -0 0 +48 0 -380.79886 0 -0 0 +49 1 113.66281 1 -0 1 +50 1 12.741394 0.9999971 4.2135810992924211E-06 1 +51 1 -203.24762 0 Infinity 0 +52 1 -171.71451 0 Infinity 0 +53 1 5.5920715 0.9962866 0.0053673173207498346 1 +54 1 -143.43912 0 Infinity 0 +55 1 -42.56903 3.254654E-19 61.414129601959957 0 +56 1 207.86221 1 -0 1 +57 1 -304.06616 0 Infinity 0 +58 1 -331.79984 0 Infinity 0 +59 1 -142.40271 0 Infinity 0 +60 1 -193.7174 0 Infinity 0 +61 0 -397.39093 0 -0 0 +62 1 94.59152 1 -0 1 +63 1 -299.08777 0 Infinity 0 +64 0 -407.51724 0 -0 0 +65 1 -1.4446411 0.19082767 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-0 0 +685 0 -399.47482 0 -0 0 +686 0 -399.47482 0 -0 0 +687 0 -399.87494 0 -0 0 +688 0 -393.90186 0 -0 0 +689 0 -212.20276 0 -0 0 +690 0 -370.28696 0 -0 0 +691 1 215.02158 1 -0 1 +692 0 -395.75952 0 -0 0 +693 0 -377.04877 0 -0 0 +694 0 -403.2903 0 -0 0 +695 0 -397.61716 0 -0 0 +696 1 118.97397 1 -0 1 +697 1 17.961792 1 -0 1 +698 1 40.079132 1 -0 1 diff --git a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs index 8bb590d953..ea15270f06 100644 --- a/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs +++ b/test/Microsoft.ML.Predictor.Tests/TestPredictors.cs @@ -283,6 +283,11 @@ public void BinaryClassifierLogisticRegressionTest() [Trait("Category", "SkipInCI")] public void BinaryClassifierSymSgdTest() { + // Linux uses a version of MKL that doesn't support conditional numerical reproducibility the same way as + // Windows runs. + if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux)) + return; + //Results sometimes go out of error tolerance on OS X. if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX)) return; diff --git a/test/Microsoft.ML.TestFramework/GlobalBase.cs b/test/Microsoft.ML.TestFramework/GlobalBase.cs index 50d4fdcf66..3f366b837e 100644 --- a/test/Microsoft.ML.TestFramework/GlobalBase.cs +++ b/test/Microsoft.ML.TestFramework/GlobalBase.cs @@ -25,6 +25,10 @@ public static void AssemblyInit() var prev = Contracts.SetAssertHandler(AssertHandler); Contracts.Check(prev == null, "Expected to replace null assertion handler!"); + // Enable Conditional Numerical Reproducibility + // https://software.intel.com/en-us/articles/introduction-to-the-conditional-numerical-reproducibility-cnr + Environment.SetEnvironmentVariable("MKL_CBWR", "COMPATIBLE"); + // HACK: ensure MklImports is loaded very early in the tests so it doesn't deadlock while loading it later. // See https://github.com/dotnet/machinelearning/issues/1073 Mkl.PptrfInternal(Mkl.Layout.RowMajor, Mkl.UpLo.Up, 0, Array.Empty());