zhengruifeng commented on pull request #31657: URL: https://github.com/apache/spark/pull/31657#issuecomment-786406303
log for third commit (reset reg, with OWLQN): ``` info] LogisticRegressionSuite: featuresMean: [0.4999142959117828,1.4847274177074965] featuresStd: [0.28501348037270735,0.28375633081273305] optimizer: breeze.optimize.OWLQN@4aeb7783 initialCoefWithInterceptMatrix 0.0 0.0 -3.548107045716773 gradient: [-6.57041694534459E-4,-4.370107454830405E-4,3.625153510711243E-16] solution: 0.0,0.0,-3.548107045716773 gradient: [0.012576822367455517,0.035095048230420756,0.023208452447024495] gradient: [3.084092735973036E-4,0.0022054288144351284,0.0017366857118698293] gradient: [-5.633768379895444E-4,-1.8017201591232754E-4,1.6890109753914793E-4] solution: 0.004163191715591638,0.0027690062281072866,-3.548107045716775 gradient: [-3.0137744451939284E-4,4.6596334357779936E-4,5.932164205739878E-4] gradient: [-4.3301294997634464E-4,1.4148275429491427E-4,3.801461048864519E-4] solution: 0.015209328934070385,0.006399632492536262,-3.551333586970503 gradient: [-2.5232553854103156E-4,3.3104813347862455E-4,5.080493652711567E-4] gradient: [-3.43183432967191E-4,2.3510527964409986E-4,4.4331650510299304E-4] solution: 0.0411521259530353,0.006399632492536262,-3.5620682815764617 gradient: [2.0402814517730128E-4,2.9026346660974343E-4,4.8164982655218575E-4] gradient: [-7.696168852660265E-5,2.409139731872547E-4,4.478295475935821E-4] solution: 0.15892934358193694,0.006399632492536262,-3.6216855027869053 gradient: [-0.0011178327557503794,-0.0035817990751566687,-0.002125466615998843] gradient: [-6.083511834621587E-4,-0.0017215714267202792,-8.732287500123202E-4] solution: 0.22685720454125335,0.006399632492536262,-3.7056060336306187 gradient: [2.6948183426323067E-4,3.44424518557177E-4,5.053861318743803E-4] gradient: [-1.7635999122087975E-4,-7.031841863072907E-4,-1.9361190989382608E-4] solution: 0.2636653026531035,0.01069320297162197,-3.7056060336306187 gradient: [3.789761887179946E-4,6.315502822382426E-4,6.942924046802138E-4] gradient: [9.861877496135642E-5,-4.164402288511879E-5,2.4649722592213347E-4] solution: 0.284456628258012,0.01429018235617051,-3.7056060336306187 gradient: [-1.4993593326206948E-4,-7.400049087005653E-4,-2.2988583247743574E-4] solution: 0.284456628258012,0.01863675577190048,-3.7295827038936937 gradient: [1.9305520555229646E-4,1.1584243552588863E-4,3.365146579866143E-4] solution: 0.3058510179507513,0.025107665740575463,-3.7295827038936937 gradient: [-1.6471771016940062E-4,-9.004614442834267E-4,-3.4714980064127457E-4] gradient: [1.3110097659120526E-5,-3.953247283360091E-4,-7.346055783353328E-6] solution: 0.3058510179507513,0.025107665740575463,-3.742159551373379 gradient: [2.4379507023459962E-4,2.842348371790601E-4,4.336387972581594E-4] solution: 0.3058510179507513,0.03593669008006364,-3.742159551373379 gradient: [-1.5326073985222512E-4,-8.442931308696122E-4,-3.250994518551714E-4] solution: 0.3058510179507513,0.03593669008006364,-3.7700181112896485 gradient: 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[-5.713235395596967E-5,-1.2028109131869305E-4,-5.010040162662823E-5] solution: 0.2846773023605929,0.18021438069626267,-3.964158445930563 gradient: [5.767248682924608E-5,2.2150159561869654E-4,1.70093405911066E-4] gradient: [1.5724113741944377E-7,5.0262480992403155E-5,5.9779320204137576E-5] solution: 0.2846773023605929,0.18291140315358595,-3.964158445930563 gradient: [-1.1217349464048054E-4,-2.7198352671756193E-4,-1.55261909105892E-4] gradient: [-5.611299448418345E-5,-1.1116153697484218E-4,-4.7942280891634547E-5] solution: 0.28464203872918864,0.18291140315358595,-3.968101833996769 gradient: [4.454320699447223E-5,1.8853537999522773E-4,1.4511622829435454E-4] gradient: [-5.871658166588364E-6,3.8419452480287186E-5,4.841995589019185E-5] solution: 0.28464203872918864,0.185276714167239,-3.968101833996769 gradient: [-1.0388244172831711E-4,-2.4370855093083451E-4,-1.3982612006573992E-4] gradient: [-5.495688144678851E-5,-1.0287524637314632E-4,-4.585709893905068E-5] gradient: 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[6.5415922020598315E-6,2.1330859282247103E-5,1.4679577918878805E-5] gradient: [8.354927791867421E-7,6.637966555470234E-6,5.066790144814239E-6] solution: 0.2980592322621389,0.20052829539661357,-3.999567494370063 Just the blr data Coefficients: [0.2980592322621389,0.20052829539661357] Intercept: -3.999567494370063 objectives: 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-3.8124413640824466 objectives: 0.12762747240529596,0.12762407834860492,0.1276179544626434,0.12759816101799282,0.12757258485644157,0.12755091390407985,0.1275342079219055,0.1275297798927042,0.12752446476878979,0.1275227990410838,0.12752116356963286,0.12752014023263272,0.12751789123872007,0.12751743308493807,0.12751430652058013,0.12751310485033496,0.12751248090178077,0.12750993135132285,0.12750932740351362,0.127506072748421,0.12750405040933052,0.12750364146048895,0.1275022599930848,0.12750105518395566,0.12750064739240327,0.12749923889493603,0.1274988869416341,0.1274976703985791,0.12749738602950098,0.12749623139588606,0.12749600655470936,0.1274949238994062,0.1274947372984223,0.12749379754465173,0.1274936400418673,0.12749282411208102,0.1274926932295983,0.12749196608422428,0.12749185791444154,0.12749120557477203,0.12749111702956908,0.12749053145838493,0.12749046339229814,0.12748993595542085,0.12748988876655734,0.12748940498034528,0.12748938026046033,0.12748892696807826,0.1274888200303837,0.127488780178857 ,0.12748840939371248,0.12748832587862316,0.12748803855273264,0.12748791028405498,0.12748770469088805,0.12748753083394648,0.12748740754246066,0.1274871903144305,0.12748714986138876,0.12748696549035363,0.12748691840920687,0.12748677283313908,0.1274867313254544,0.12748661816532827,0.12748658237141075,0.1274864956788355,0.12748646548573261,0.1274864001729934,0.12748637529212356,0.12748632746005414,0.12748630677838588,0.1274862669797621,0.12748625000638106,0.12748621697786267,0.1274862031030235,0.1274861757332141,0.1274861644013983,0.12748614173713607,0.12748613245929788,0.12748611369853088,0.12748610608794664,0.127486090570568,0.1274860843161378,0.12748607149551863,0.12748606633923903,0.12748605575421057,0.12748605148657893,0.127486042752037,0.1274860392055544,0.12748603200066141,0.1274860290393756,0.12748602309763665,0.12748602060810457,0.1274860157081457,0.12748601359955236,0.12748600955747275,0.12748600775701938,0.12748600442031516 ``` 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