From 312c4b75015045cad974f0fda0969fb245760af1 Mon Sep 17 00:00:00 2001 From: Soeren Sonnenburg Date: Tue, 11 Jun 2013 22:23:57 +0200 Subject: [PATCH] update sparse outputs due to sparse matrix change --- testsuite/tests/classifier_svmlin_modular0.txt | 2 +- testsuite/tests/classifier_svmlin_modular1.txt | 2 +- testsuite/tests/classifier_svmocas_modular0.txt | 2 +- testsuite/tests/classifier_svmocas_modular1.txt | 2 +- testsuite/tests/classifier_svmsgd_modular0.txt | 2 +- testsuite/tests/classifier_svmsgd_modular1.txt | 2 +- testsuite/tests/distance_sparseeuclidean_modular0.txt | 2 +- testsuite/tests/distance_sparseeuclidean_modular1.txt | 2 +- testsuite/tests/kernel_sparse_gaussian_modular0.txt | 2 +- testsuite/tests/kernel_sparse_gaussian_modular1.txt | 2 +- testsuite/tests/kernel_sparse_linear_modular0.txt | 2 +- testsuite/tests/kernel_sparse_linear_modular1.txt | 2 +- testsuite/tests/kernel_sparse_poly_modular0.txt | 2 +- testsuite/tests/kernel_sparse_poly_modular1.txt | 2 +- 14 files changed, 14 insertions(+), 14 deletions(-) diff --git a/testsuite/tests/classifier_svmlin_modular0.txt b/testsuite/tests/classifier_svmlin_modular0.txt index 1e0726eb..7715c27d 100644 --- a/testsuite/tests/classifier_svmlin_modular0.txt +++ b/testsuite/tests/classifier_svmlin_modular0.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.0836279517534162}{-0.0811939730419934})\nbias float64 0.08607485706130583\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.0836279517534162}{-0.0811939730419934})\nbias float64 0.08607485706130583\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/classifier_svmlin_modular1.txt b/testsuite/tests/classifier_svmlin_modular1.txt index f1c5583c..65f267f5 100644 --- a/testsuite/tests/classifier_svmlin_modular1.txt +++ b/testsuite/tests/classifier_svmlin_modular1.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.0836140623137123}{-0.08118066026945611})\nbias float64 0.08599612032308604\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.0836140623137123}{-0.08118066026945611})\nbias float64 0.08599612032308604\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/classifier_svmocas_modular0.txt b/testsuite/tests/classifier_svmocas_modular0.txt index 8e6d14fd..524517ff 100644 --- a/testsuite/tests/classifier_svmocas_modular0.txt +++ b/testsuite/tests/classifier_svmocas_modular0.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2461568635081449}{-0.2473218959096938})\nbias float64 0\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nC1 float64 0.9\nC2 float64 0.9\nuse_bias bool f\nepsilon float64 1e-05\nbufsize int32 3000\nmethod int32 0\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2461568635081449}{-0.2473218959096938})\nbias float64 0\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nC1 float64 0.9\nC2 float64 0.9\nuse_bias bool f\nepsilon float64 1e-05\nbufsize int32 3000\nmethod int32 0\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/classifier_svmocas_modular1.txt b/testsuite/tests/classifier_svmocas_modular1.txt index 675132dc..ffdc813c 100644 --- a/testsuite/tests/classifier_svmocas_modular1.txt +++ b/testsuite/tests/classifier_svmocas_modular1.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2461823187126972}{-0.2474087511587086})\nbias float64 0\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nC1 float64 0.8\nC2 float64 0.8\nuse_bias bool f\nepsilon float64 1e-05\nbufsize int32 3000\nmethod int32 0\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2461823187126972}{-0.2474087511587086})\nbias float64 0\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nC1 float64 0.8\nC2 float64 0.8\nuse_bias bool f\nepsilon float64 1e-05\nbufsize int32 3000\nmethod int32 0\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/classifier_svmsgd_modular0.txt b/testsuite/tests/classifier_svmsgd_modular0.txt index 81a2f58e..c5de95a6 100644 --- a/testsuite/tests/classifier_svmsgd_modular0.txt +++ b/testsuite/tests/classifier_svmsgd_modular0.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2386181320370405}{-0.7375129670701867})\nbias float64 -1.159541385917763\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nC1 float64 0.9\nC2 float64 0.9\nwscale float64 1\nbscale float64 0.9793667871570652\nepochs int32 6\nskip int32 16\ncount int32 4\nuse_bias bool t\nuse_regularized_bias bool f\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.2386181320370405}{-0.7375129670701867})\nbias float64 -1.159541385917763\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nC1 float64 0.9\nC2 float64 0.9\nwscale float64 1\nbscale float64 0.9793667871570652\nepochs int32 6\nskip int32 16\ncount int32 4\nuse_bias bool t\nuse_regularized_bias bool f\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/classifier_svmsgd_modular1.txt b/testsuite/tests/classifier_svmsgd_modular1.txt index 3bc705cf..7e2375ac 100644 --- a/testsuite/tests/classifier_svmsgd_modular1.txt +++ b/testsuite/tests/classifier_svmsgd_modular1.txt @@ -21,7 +21,7 @@ g2 Ntp8 Rp9 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.1819607507614842}{-0.3376772492121525})\nbias float64 -1.285668780449955\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nC1 float64 0.8\nC2 float64 0.8\nwscale float64 1\nbscale float64 0.9793667871570652\nepochs int32 5\nskip int32 16\ncount int32 4\nuse_bias bool t\nuse_regularized_bias bool f\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nmax_train_time float64 0\nsolver_type int32 0\nlabels SGSerializable* BinaryLabels [\nversion_parameter int32 1\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\nlabels SGVector 92 ({1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1}{-1})\n]\nstore_model_features bool f\ndata_locked bool f\nw SGVector 2 ({-0.1819607507614842}{-0.3376772492121525})\nbias float64 -1.285668780449955\nfeatures SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nC1 float64 0.8\nC2 float64 0.8\nwscale float64 1\nbscale float64 0.9793667871570652\nepochs int32 5\nskip int32 16\ncount int32 4\nuse_bias bool t\nuse_regularized_bias bool f\n' p10 tp11 bcnumpy.core.multiarray diff --git a/testsuite/tests/distance_sparseeuclidean_modular0.txt b/testsuite/tests/distance_sparseeuclidean_modular0.txt index 115d0590..7ff03133 100644 --- a/testsuite/tests/distance_sparseeuclidean_modular0.txt +++ b/testsuite/tests/distance_sparseeuclidean_modular0.txt @@ -10,7 +10,7 @@ p2 Ntp3 Rp4 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 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{1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 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{1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 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{2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\n' p5 tp6 bcnumpy.core.multiarray diff --git a/testsuite/tests/distance_sparseeuclidean_modular1.txt b/testsuite/tests/distance_sparseeuclidean_modular1.txt index 115d0590..7ff03133 100644 --- a/testsuite/tests/distance_sparseeuclidean_modular1.txt +++ b/testsuite/tests/distance_sparseeuclidean_modular1.txt @@ -10,7 +10,7 @@ p2 Ntp3 Rp4 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 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{0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 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{2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\n' p5 tp6 bcnumpy.core.multiarray diff --git a/testsuite/tests/kernel_sparse_gaussian_modular0.txt b/testsuite/tests/kernel_sparse_gaussian_modular0.txt index 94632d3d..9463dfa1 100644 --- a/testsuite/tests/kernel_sparse_gaussian_modular0.txt +++ b/testsuite/tests/kernel_sparse_gaussian_modular0.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* IdentityKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\n]\nwidth float64 1.1\ncompact bool f\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* IdentityKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\n]\nwidth float64 1.1\ncompact bool f\n' p26 tp27 btp28 diff --git a/testsuite/tests/kernel_sparse_gaussian_modular1.txt b/testsuite/tests/kernel_sparse_gaussian_modular1.txt index eceb10b6..4e86acb2 100644 --- a/testsuite/tests/kernel_sparse_gaussian_modular1.txt +++ b/testsuite/tests/kernel_sparse_gaussian_modular1.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* IdentityKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\n]\nwidth float64 1.2\ncompact bool f\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* IdentityKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\n]\nwidth float64 1.2\ncompact bool f\n' p26 tp27 btp28 diff --git a/testsuite/tests/kernel_sparse_linear_modular0.txt b/testsuite/tests/kernel_sparse_linear_modular0.txt index f3f3d40f..bcad1b21 100644 --- a/testsuite/tests/kernel_sparse_linear_modular0.txt +++ b/testsuite/tests/kernel_sparse_linear_modular0.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 1\nnormalizer SGSerializable* AvgDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nscale float64 1.1\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 1\nnormalizer SGSerializable* AvgDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nscale float64 1.1\n]\n' p26 tp27 btp28 diff --git a/testsuite/tests/kernel_sparse_linear_modular1.txt b/testsuite/tests/kernel_sparse_linear_modular1.txt index 4037188b..f9062704 100644 --- a/testsuite/tests/kernel_sparse_linear_modular1.txt +++ b/testsuite/tests/kernel_sparse_linear_modular1.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 1\nnormalizer SGSerializable* AvgDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nscale float64 1.2\n]\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 1\nnormalizer SGSerializable* AvgDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nscale float64 1.2\n]\n' p26 tp27 btp28 diff --git a/testsuite/tests/kernel_sparse_poly_modular0.txt b/testsuite/tests/kernel_sparse_poly_modular0.txt index 2e83d941..2f18a8bb 100644 --- a/testsuite/tests/kernel_sparse_poly_modular0.txt +++ b/testsuite/tests/kernel_sparse_poly_modular0.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 {1.729402309177142})}{2 ( 0 {1.254478506875025} 1 {2.199912766119815})}{2 ( 0 {0.493100843892968} 1 {0.5120886440156529})}{2 ( 0 {3.912651897291154} 1 {0.7722207087661038})}{2 ( 0 {2.156134962824072} 1 {0.2899502342393693})}{2 ( 0 {5.024318148517301} 1 {0.2377432545713964})}{2 ( 0 {2.678464500418626} 1 {0.3178656874334511})}{2 ( 0 {0.9229332661873511} 1 {3.086210237351624})}{2 ( 0 {3.152849121656339} 1 {1.622561243382932})}{2 ( 0 {1.459209591537816} 1 {1.032096151694264})}{2 ( 0 {4.193320416546337} 1 {-2.397996197178812})}{2 ( 0 {2.426770116227607} 1 {-0.2082312277149179})}{2 ( 0 {1.64347370369898} 1 {1.26806454342041})}{2 ( 0 {2.002588329505942} 1 {-1.565775001081931})}{2 ( 0 {1.572659654563606} 1 {0.8666459944386501})}{2 ( 0 {1.762600177516351} 1 {-0.02408410343484471})}{2 ( 0 {1.467402580871842} 1 {-1.972892653446683})}{2 ( 0 {2.193121689163387} 1 {2.783512315973205})}{2 ( 0 {3.328640898465834} 1 {1.226386579371189})}{2 ( 0 {2.901749188307652} 1 {1.073816858795743})}{2 ( 0 {1.42067333233368} 1 {0.5412959938399927})}{2 ( 0 {3.392594360515341} 1 {-0.1523150256949844})}{2 ( 0 {2.025244985140795} 1 {-1.27164622214666})}{2 ( 0 {1.716181504918142} 1 {-0.3323574684477137})}{2 ( 0 {2.407357264928086} 1 {-0.7744546963302313})}{2 ( 0 {2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nnum_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* SqrtDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nsqrtdiag_lhs Vector 92 ({4944331.582596968}{6581103.830896651}{28672.10877788976}{4654269.691385985}{2529841.243149981}{486153.7324097033}{775321.9457937297}{222151.4481429856}{2419564.380225735}{2340.547174341786}{14890841.50186049}{1475575.91665512}{435058.4632721759}{210986.3189213593}{946368.9580660722}{574434.0001780435}{4309006.128439835}{80502.46199723968}{9069.237837782706}{155364.9523437055}{537386.1865047627}{28152.52073457633}{27135.41884164799}{14636.34576913989}{1561711.230014365}{142394.9016636412}{67812.38469760292}{18242606.05094697}{8631982.274478754}{1710701.6320434}{70856.33570175021}{837.5239236931432}{1899747.202659819}{3111857.738971032}{18164.02502774525}{66965.85778670225}{63770.7826502809}{292980.4332254379}{1734.192982641091}{2966076.406477379}{14325.4657915814}{1088892.534367101}{731515.6639234819}{966933.0686516101}{5732.705510101145}{5770024.808954886}{2557.64267696375}{250290.3231994977}{1373.963664112246}{57106.24685081643}{5009.786368104059}{54.28388703172891}{5679964.301762053}{16094.4383527903}{13739.08983086139}{1990.516405823403}{50562.54524449084}{3718.02757578739}{24949.76812869116}{1020957.238029874}{799675.7522703655}{128.3673741247656}{6328357.554643257}{12347.92254237288}{807296.964036209}{18657.74794611748}{1421466.780308202}{119897.896843287}{7435.478867943454}{16726.57098272774}{40405.44442096054}{43264.51688089361}{1946.487466371732}{46965.18524536654}{41292.75133603387}{1.011940873363971}{11.65903925594478}{29443.34072539788}{105231.7808989346}{229.0977932095886}{6560135.534375745}{5323.871684079738}{422.5543625507501}{19.51839790733631}{2460.062377955906}{2174115.023374536}{10181.13001225575}{31921.5545860614}{250805.7623788872}{53707.79503240524}{21.47144858022088}{303156.4034469163})\nsqrtdiag_rhs Vector 120 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bool f\n]\ndegree int32 10\ninhomogene bool t\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix 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{-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 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{2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* SqrtDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nsqrtdiag_lhs Vector 92 ({4944331.582596968}{6581103.830896651}{28672.10877788976}{4654269.691385985}{2529841.243149981}{486153.7324097033}{775321.9457937297}{222151.4481429856}{2419564.380225735}{2340.547174341786}{14890841.50186049}{1475575.91665512}{435058.4632721759}{210986.3189213593}{946368.9580660722}{574434.0001780435}{4309006.128439835}{80502.46199723968}{9069.237837782706}{155364.9523437055}{537386.1865047627}{28152.52073457633}{27135.41884164799}{14636.34576913989}{1561711.230014365}{142394.9016636412}{67812.38469760292}{18242606.05094697}{8631982.274478754}{1710701.6320434}{70856.33570175021}{837.5239236931432}{1899747.202659819}{3111857.738971032}{18164.02502774525}{66965.85778670225}{63770.7826502809}{292980.4332254379}{1734.192982641091}{2966076.406477379}{14325.4657915814}{1088892.534367101}{731515.6639234819}{966933.0686516101}{5732.705510101145}{5770024.808954886}{2557.64267696375}{250290.3231994977}{1373.963664112246}{57106.24685081643}{5009.786368104059}{54.28388703172891}{5679964.301762053}{16094.4383527903}{13739.08983086139}{1990.516405823403}{50562.54524449084}{3718.02757578739}{24949.76812869116}{1020957.238029874}{799675.7522703655}{128.3673741247656}{6328357.554643257}{12347.92254237288}{807296.964036209}{18657.74794611748}{1421466.780308202}{119897.896843287}{7435.478867943454}{16726.57098272774}{40405.44442096054}{43264.51688089361}{1946.487466371732}{46965.18524536654}{41292.75133603387}{1.011940873363971}{11.65903925594478}{29443.34072539788}{105231.7808989346}{229.0977932095886}{6560135.534375745}{5323.871684079738}{422.5543625507501}{19.51839790733631}{2460.062377955906}{2174115.023374536}{10181.13001225575}{31921.5545860614}{250805.7623788872}{53707.79503240524}{21.47144858022088}{303156.4034469163})\nsqrtdiag_rhs Vector 120 ({92126.10204025358}{151485.2292450036}{1841.5799557621}{304119.1968932046}{791.5522565634017}{9592.731115548613}{212.1506218488402}{189448.4097823313}{6971879.315820374}{11116403.441796}{1289842.009389128}{3134.780537174246}{1317276.181992109}{321.1946437389969}{71445.81902486194}{1136012.679546837}{153918.7887446942}{860422.4928435336}{3095734.017921296}{30831529.23692836}{3468.179532583929}{1004209.424409052}{3477997.203032452}{2508320.727188823}{23.68283081333049}{40809.26622796022}{173289.098524498}{96711.36430769158}{139752.1653453152}{587206.2642660401}{2249369.032596349}{5511026.778869765}{93660.85175501027}{1456.078171866257}{1224.181154021735}{25672.701445449}{27193.16346598355}{25933.05824295991}{39730.84032415265}{135983.1839731263}{3115.963201010436}{460506.0429973175}{161716.1590454872}{34512.64456602103}{1440829.276404291}{1687899.789969745}{3166857.223519934}{241005.4481440233}{67099.1414581796}{193630.1170132983}{3470.074661258523}{9609.758438285829}{1153820.335386608}{12843048.40887863}{2408.88438653828}{765099.2671959588}{217500.4532698657}{1212094.061595749}{1091.683881003628}{22390.68590088046}{7.730994356273426}{1380694.747348017}{6193.064261923272}{12583546.99546175}{38805.67977761563}{190565.0483766122}{460686.2545193657}{1298.400906434752}{8532891.855766162}{16012.98862619698}{4217.557075281194}{23135.53424525411}{1345.21305431529}{1168.968939624562}{17361.30811664299}{458072.1326574059}{462506.9533191767}{132141.3084018106}{398.1088869845446}{309212.6422885732}{13690.73262757953}{1097.36415062019}{22117.43025702545}{14576.56703121171}{17.29196545848035}{1064.062234357908}{3360.179357402873}{3200234.457124547}{13299.35988594121}{156.527171633849}{104060.9212785777}{170746.4577966028}{264.3716800101822}{3866399.577720711}{424.1589093126311}{1256940.257579772}{8113.493190585321}{166754.1614042357}{706536.5322645772}{199185.2305421409}{211715.9045823618}{1491857.801927377}{23130.9216450038}{84.3956210238525}{1520752.693164957}{87.58091611373428}{172.225598156964}{13.91867627548452}{19496.14765805013}{13405.64988940929}{812.256336776601}{10.85732540931557}{60786.2664343563}{3158.535352147142}{2280.146935053154}{4560.77687468702}{25120.92052034032}{56205.82264153696}{120.6368038639521}{27.91778521818602})\nuse_optimized_diagonal_computation bool f\n]\ndegree int32 10\ninhomogene bool t\n' p26 tp27 btp28 diff --git a/testsuite/tests/kernel_sparse_poly_modular1.txt b/testsuite/tests/kernel_sparse_poly_modular1.txt index 2e83d941..2f18a8bb 100644 --- a/testsuite/tests/kernel_sparse_poly_modular1.txt +++ b/testsuite/tests/kernel_sparse_poly_modular1.txt @@ -62,7 +62,7 @@ p23 Ntp24 Rp25 (I01 -S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 ( 0 {-2.947136719356954} 1 {-1.111571619248307})}{2 ( 0 {-0.4687729115323755} 1 {-3.574628915839885})}{2 ( 0 {-1.65039093407655} 1 {-2.009217644874407})}{2 ( 0 {-0.7578652653187234} 1 {-2.475778898186134})}{2 ( 0 {1.295586190424896} 1 {2.032364770903636})}{2 ( 0 {3.765915096475867} 1 {1.46449809481501})}{2 ( 0 {1.511670884741933} 1 {2.728974438363983})}{2 ( 0 {1.588664677332381} 1 {2.393470758417176})}{2 ( 0 {4.153831775046769} 1 {3.173921385169828})}{2 ( 0 {3.526663754001009} 1 {3.309565175630744})}{2 ( 0 {3.666884989413188} 1 {1.788711947510465})}{2 ( 0 {2.066284567389079} 1 {2.01609492962355})}{2 ( 0 {0.7371660424888535} 1 {1.516231690456327})}{2 ( 0 {3.549243860887822} 1 {2.102907451946121})}{2 ( 0 {4.186321233505958} 1 {1.167605383333661})}{2 ( 0 {1.738768310644494} 1 {1.756769695313438})}{2 ( 0 {1.036946170915761} 1 {2.674711859357076})}{2 ( 0 {1.646329858674715} 1 {2.330051123566708})}{2 ( 0 {2.044710069296217} 1 {2.686562879997283})}{2 ( 0 {0.7622150375668317} 1 {1.692185917475912})}{2 ( 0 {3.791708977714857} 1 {2.07884418973628})}{2 ( 0 {1.463959113813531} 1 {1.907013294220622})}{2 ( 0 {1.879814815298436} 1 {3.404039193177318})}{2 ( 0 {3.634502631195369} 1 {0.8238188010398233})}{2 ( 0 {1.23564959167156} 1 {3.635364132794893})}{2 ( 0 {1.433456935332576} 1 {1.609442432518507})}{2 ( 0 {3.369099254017783} 1 {3.186207329812865})}{2 ( 0 {1.608998003925945} 1 {1.102151536192251})}{2 ( 0 {3.292033434287775} 1 {-0.4201768992784338})}{2 ( 0 {1.509803044630651} 1 {0.9811895629009918})}{2 ( 0 {1.973592292032476} 1 {-2.011197925841634})}{2 ( 0 {2.022123672806628} 1 {0.6371554524235705})}{2 ( 0 {0.4394620421852635} 1 {1.014813338651362})}{2 ( 0 {4.490331161075409} 1 {1.126491974951524})}{2 ( 0 {2.30652133685476} 1 {-0.7871282843904022})}{2 ( 0 {1.693331144469978} 1 {1.689991286706955})}{2 ( 0 {0.8065599761511213} 1 {1.708264142123324})}{2 ( 0 {2.502553991826487} 1 {1.209227252079641})}{2 ( 0 {1.716247593351136} 1 {-1.109643060386522})}{2 ( 0 {2.564280573416055} 1 {-0.0001775558730639692})}{2 ( 0 {3.860593503028447} 1 {0.1031005457155936})}{2 ( 0 {3.757608573244354} 1 {-0.190563918412734})}{2 ( 0 {1.10717314489051} 1 {0.6439693827923361})}{2 ( 0 {3.860093302359807} 1 {-2.649901923967373})}{2 ( 0 {1.755190894696522} 1 {-1.581364090174573})}{2 ( 0 {3.569688616157052} 1 {-1.20084921570525})}{2 ( 0 {2.470807531581498} 1 {-0.2071258691522912})}{2 ( 0 {3.50719125763723} 1 {-1.924438236764932})}{2 ( 0 {3.049885877007853} 1 {0.2603910772077623})}{2 ( 0 {2.120613634756388} 1 {-0.6704497123870455})}{2 ( 0 {0.1999201323094695} 1 {2.439942510157144})}{2 ( 0 {-0.6602389751870904} 1 {2.628008039532965})}{2 ( 0 {-2.174006816189205} 1 {1.652540436853439})}{2 ( 0 {-0.1008817740150073} 1 {1.880993259703105})}{2 ( 0 {-0.6269989500566402} 1 {2.684033577871289})}{2 ( 0 {0.9756029145780021} 1 {2.535125785635225})}{2 ( 0 {0.03687758204099296} 1 {-0.03188875830274851})}{2 ( 0 {-0.007149158968374193} 1 {0.7963992688561647})}{2 ( 0 {-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nnum_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 {-1.862601607302286})}{2 ( 0 {-1.154893327420766} 1 {-0.7654138899639953})}{2 ( 0 {-1.514686597359673} 1 {-2.840573921708206})}{2 ( 0 {-3.800118584231998} 1 {-2.815973128017998})}{2 ( 0 {-4.334358240976068} 1 {-2.422719506203468})}{2 ( 0 {-3.058384031055297} 1 {-2.514533577377949})}{2 ( 0 {-1.768513933144829} 1 {-0.9356731957907414})}{2 ( 0 {-1.906769970181702} 1 {-3.480109848814767})}{2 ( 0 {-0.188343771395366} 1 {-1.461737394595835})}{2 ( 0 {-0.9281559735165215} 1 {-2.736453308588313})}{2 ( 0 {-3.594967112457025} 1 {-1.527929226044384})}{2 ( 0 {-2.397495222859226} 1 {-2.037845810487135})}{2 ( 0 {-2.226777157253632} 1 {-3.06935958428157})}{2 ( 0 {-3.868842776795889} 1 {-1.974839347942902})}{2 ( 0 {-2.04940591270917} 1 {-5.124729698158459})}{2 ( 0 {-1.644322468294669} 1 {-1.183846449090669})}{2 ( 0 {-3.081631848847445} 1 {-2.316419141484652})}{2 ( 0 {-1.857714579237158} 1 {-3.985587933258199})}{2 ( 0 {-3.966100267323945} 1 {-1.522906119286314})}{2 ( 0 {-0.7605267319180096} 1 {-0.5520479411500931})}{2 ( 0 {-1.000231526494924} 1 {-2.521604145354162})}{2 ( 0 {-3.043648393435689} 1 {-0.9479023147824512})}{2 ( 0 {-0.2450361546924229} 1 {-2.978808802828795})}{2 ( 0 {-2.428547841871981} 1 {-1.947939809733191})}{2 ( 0 {-2.368501154507425} 1 {-2.763754880791284})}{2 ( 0 {3.270346713702211} 1 {2.635030018919171})}{2 ( 0 {2.892916452292812} 1 {3.595558095094268})}{2 ( 0 {2.775216929271296} 1 {1.080761431311377})}{2 ( 0 {1.218163926397364} 1 {1.344563712059399})}{2 ( 0 {1.77245969482419} 1 {0.06174425129659511})}{2 ( 0 {1.529321758116366} 1 {2.068842855361534})}{2 ( 0 {1.624528265801153} 1 {2.016934510525421})}{2 ( 0 {0.1385133538858927} 1 {2.571991613023937})}{2 ( 0 {2.13357764198624} 1 {1.661969840810945})}{2 ( 0 {1.54384476476914} 1 {2.692685049053073})}{2 ( 0 {1.122655470484061} 1 {1.654312415522972})}{2 ( 0 {0.3966231311467983} 1 {3.523462868619792})}{2 ( 0 {2.627352856877914} 1 {1.762409782997033})}{2 ( 0 {1.473145677843995} 1 {2.21658998872249})}{2 ( 0 {3.454554627476132} 1 {2.028787465385562})}{2 ( 0 {3.771564061539683} 1 {1.540632469125621})}{2 ( 0 {3.470952959892766} 1 {2.628856095991832})}{2 ( 0 {1.406052773763612} 1 {2.991080066652124})}{2 ( 0 {2.400890034448376} 1 {1.571222099679919})}{2 ( 0 {3.161562918206027} 1 {0.6460513326244135})}{2 ( 0 {1.683663769476419} 1 {1.127440873896514})}{2 ( 0 {1.748834366856509} 1 {1.483617012741206})}{2 ( 0 {3.234492106809665} 1 {2.201606746531785})}{2 ( 0 {3.60659702726429} 1 {3.521412091146483})}{2 ( 0 {1.882085524623792} 1 {0.4518202910236688})}{2 ( 0 {2.427606804394046} 1 {2.851187771945598})}{2 ( 0 {3.182625475457992} 1 {0.7431137844314908})}{2 ( 0 {3.435153495706692} 1 {1.91578670912607})}{2 ( 0 {0.2463750054899136} 1 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{2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 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Vector 120 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bool f\n]\ndegree int32 10\ninhomogene bool t\n' +S'<<_SHOGUN_SERIALIZABLE_ASCII_FILE_V_00_>>\nversion_parameter int32 1\ncache_size int32 10\nlhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 92 ({2 ( 0 {-1.991488249375454} 1 {-4.10515592045831})}{2 ( 0 {-4.638179746904141} 1 {-0.7680036306633036})}{2 ( 0 {-2.065893456773266} 1 {-1.58784998674364})}{2 ( 0 {-3.521012289772311} 1 {-2.8563225269346})}{2 ( 0 {-3.203607813628434} 1 {-2.796187911923723})}{2 ( 0 {-3.287962724317732} 1 {-1.381781641557891})}{2 ( 0 {-2.217805728096816} 1 {-3.023874236625671})}{2 ( 0 {-2.233861268718509} 1 {-2.395980641767184})}{2 ( 0 {-2.555991321741189} 1 {-3.373328155329004})}{2 ( 0 {-1.423803109356144} 1 {-1.300742643309212})}{2 ( 0 {-4.054969878222837} 1 {-3.123804613110316})}{2 ( 0 {-2.885585126364091} 1 {-2.793703102628001})}{2 ( 0 {-3.151098308605794} 1 {-1.577736051131494})}{2 ( 0 {-3.036834979089183} 1 {-1.178189969582598})}{2 ( 0 {-2.189309623614838} 1 {-3.143578775329235})}{2 ( 0 {-1.430869422273909} 1 {-3.337397650748278})}{2 ( 0 {-3.468470827579218} 1 {-2.862877061883553})}{2 ( 0 {-1.911709924894291} 1 {-2.218304163729578})}{2 ( 0 {-0.5172652477980877} 1 {-2.218089640053419})}{2 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{-0.4017261069744713} 1 {2.582490850326609})}{2 ( 0 {0.08959756368636058} 1 {3.015706299974027})}{2 ( 0 {1.099844197890676} 1 {0.8690239777765068})}{2 ( 0 {-0.8230311924303001} 1 {4.627139529871777})}{2 ( 0 {-0.5773660055062353} 1 {2.056413042638156})}{2 ( 0 {-0.004669049367696575} 1 {1.533295251207934})}{2 ( 0 {-0.6426050369997306} 1 {0.6314819082760368})}{2 ( 0 {-0.7439930467703051} 1 {1.792445395487317})}{2 ( 0 {1.117160853953299} 1 {4.032875698596231})}{2 ( 0 {-0.3884505760852646} 1 {2.276262908868681})}{2 ( 0 {-0.07030445805553931} 1 {2.636909772922137})}{2 ( 0 {-1.00673858370737} 1 {3.163139953958457})}{2 ( 0 {0.2857966200152383} 1 {2.783751260344358})}{2 ( 0 {0.2752951721954403} 1 {0.8779579590475479})}{2 ( 0 {2.215270752283194} 1 {2.564369082345539})})\nsparse_feature_matrix.num_features int32 2\n]\nrhs SGSerializable* SparseFeatures float64 [\nversion_parameter int32 1\nproperties uint64 1\ncache_size int32 0\npreproc SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\npreprocessed SGSerializable* DynamicArray bool [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\nsubset_stack SGSerializable* SubsetStack [\nversion_parameter int32 1\nactive_subset SGSerializable* null []\nactive_subsets_stack SGSerializable* DynamicObjectArray [\nversion_parameter int32 1\narray Vector 0 ()\nnum_elements int32 0\nresize_granularity int32 128\nuse_sg_malloc bool t\nfree_array bool t\n]\n]\ncombined_weight float64 1\nsparse_feature_matrix Vector> 120 ({2 ( 0 {-1.162273319266262} 1 {-2.736135020402096})}{2 ( 0 {-2.225011115660302} 1 {-2.217077929924163})}{2 ( 0 {-1.795354671215349} 1 {-0.5243042248700311})}{2 ( 0 {-1.968380395494842} 1 {-2.759857073777984})}{2 ( 0 {-0.631631320403945} 1 {-1.549282021592439})}{2 ( 0 {-1.337174832541163} 1 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{2.40494268914516} 1 {0.1404624382817154})}{2 ( 0 {0.08404815098045493} 1 {0.872518501279567})}{2 ( 0 {1.734081496056538} 1 {-0.1542121123461977})}{2 ( 0 {1.826147588057097} 1 {-0.8592287871409139})}{2 ( 0 {4.351782761348557} 1 {-0.2495593333187602})}{2 ( 0 {1.33331292347001} 1 {1.975377937313616})}{2 ( 0 {1.250117559929307} 1 {-0.4296290509395593})}{2 ( 0 {1.348844850108228} 1 {2.694540400148789})}{2 ( 0 {1.858691668280327} 1 {2.583530360298465})}{2 ( 0 {0.2211261465014716} 1 {1.414958902817809})}{2 ( 0 {-2.313633902176043} 1 {3.79714190723192})}{2 ( 0 {-0.4393476169240257} 1 {1.469874441876963})}{2 ( 0 {0.9299314654093864} 1 {3.837428742504462})}{2 ( 0 {0.3042812263264197} 1 {2.226794530998717})}{2 ( 0 {-1.757131781443074} 1 {2.643731069101391})}{2 ( 0 {-0.1366082557729697} 1 {3.710327301150917})}{2 ( 0 {-0.178064475123102} 1 {3.232012076195472})}{2 ( 0 {0.2806712628998599} 1 {3.246496668469436})}{2 ( 0 {0.8572428196538835} 1 {3.928632578294732})}{2 ( 0 {-1.36169400527559} 1 {2.146509547864285})}{2 ( 0 {-0.5751117442027438} 1 {1.047536167370979})}{2 ( 0 {1.147033451325094} 1 {3.86255503132116})}{2 ( 0 {-0.1620772373272576} 1 {1.191584775535363})}{2 ( 0 {1.341460853657847} 1 {0.02965416410486377})}{2 ( 0 {0.1602603648416699} 1 {0.8170439260116182})}{2 ( 0 {-0.4337240059582861} 1 {2.454136970978525})}{2 ( 0 {-1.155605987328249} 1 {2.086877904805521})}{2 ( 0 {0.9394774953626472} 1 {1.391504575827808})}{2 ( 0 {-0.2397792299854748} 1 {0.7441020144588693})}{2 ( 0 {-0.5795058593588126} 1 {2.777862107376695})}{2 ( 0 {0.7061903276929008} 1 {1.874027951691315})}{2 ( 0 {0.05584350865903571} 1 {1.921305896167091})}{2 ( 0 {-1.401738605020372} 1 {1.558155179385741})}{2 ( 0 {1.659834712799875} 1 {1.957255390903647})}{2 ( 0 {1.040722943126618} 1 {2.613141326753483})}{2 ( 0 {0.5777939462859061} 1 {1.12875345469705})}{2 ( 0 {0.02240780921584391} 1 {0.9724440139544677})})\nsparse_feature_matrix.num_features int32 2\n]\nlhs_equals_rhs bool f\nnum_lhs int32 92\nnum_rhs int32 120\ncombined_kernel_weight float64 1\noptimization_initialized bool f\nopt_type int32 0\nproperties uint64 0\nnormalizer SGSerializable* SqrtDiagKernelNormalizer [\nversion_parameter int32 1\nm_type int32 0\nsqrtdiag_lhs Vector 92 ({4944331.582596968}{6581103.830896651}{28672.10877788976}{4654269.691385985}{2529841.243149981}{486153.7324097033}{775321.9457937297}{222151.4481429856}{2419564.380225735}{2340.547174341786}{14890841.50186049}{1475575.91665512}{435058.4632721759}{210986.3189213593}{946368.9580660722}{574434.0001780435}{4309006.128439835}{80502.46199723968}{9069.237837782706}{155364.9523437055}{537386.1865047627}{28152.52073457633}{27135.41884164799}{14636.34576913989}{1561711.230014365}{142394.9016636412}{67812.38469760292}{18242606.05094697}{8631982.274478754}{1710701.6320434}{70856.33570175021}{837.5239236931432}{1899747.202659819}{3111857.738971032}{18164.02502774525}{66965.85778670225}{63770.7826502809}{292980.4332254379}{1734.192982641091}{2966076.406477379}{14325.4657915814}{1088892.534367101}{731515.6639234819}{966933.0686516101}{5732.705510101145}{5770024.808954886}{2557.64267696375}{250290.3231994977}{1373.963664112246}{57106.24685081643}{5009.786368104059}{54.28388703172891}{5679964.301762053}{16094.4383527903}{13739.08983086139}{1990.516405823403}{50562.54524449084}{3718.02757578739}{24949.76812869116}{1020957.238029874}{799675.7522703655}{128.3673741247656}{6328357.554643257}{12347.92254237288}{807296.964036209}{18657.74794611748}{1421466.780308202}{119897.896843287}{7435.478867943454}{16726.57098272774}{40405.44442096054}{43264.51688089361}{1946.487466371732}{46965.18524536654}{41292.75133603387}{1.011940873363971}{11.65903925594478}{29443.34072539788}{105231.7808989346}{229.0977932095886}{6560135.534375745}{5323.871684079738}{422.5543625507501}{19.51839790733631}{2460.062377955906}{2174115.023374536}{10181.13001225575}{31921.5545860614}{250805.7623788872}{53707.79503240524}{21.47144858022088}{303156.4034469163})\nsqrtdiag_rhs Vector 120 ({92126.10204025358}{151485.2292450036}{1841.5799557621}{304119.1968932046}{791.5522565634017}{9592.731115548613}{212.1506218488402}{189448.4097823313}{6971879.315820374}{11116403.441796}{1289842.009389128}{3134.780537174246}{1317276.181992109}{321.1946437389969}{71445.81902486194}{1136012.679546837}{153918.7887446942}{860422.4928435336}{3095734.017921296}{30831529.23692836}{3468.179532583929}{1004209.424409052}{3477997.203032452}{2508320.727188823}{23.68283081333049}{40809.26622796022}{173289.098524498}{96711.36430769158}{139752.1653453152}{587206.2642660401}{2249369.032596349}{5511026.778869765}{93660.85175501027}{1456.078171866257}{1224.181154021735}{25672.701445449}{27193.16346598355}{25933.05824295991}{39730.84032415265}{135983.1839731263}{3115.963201010436}{460506.0429973175}{161716.1590454872}{34512.64456602103}{1440829.276404291}{1687899.789969745}{3166857.223519934}{241005.4481440233}{67099.1414581796}{193630.1170132983}{3470.074661258523}{9609.758438285829}{1153820.335386608}{12843048.40887863}{2408.88438653828}{765099.2671959588}{217500.4532698657}{1212094.061595749}{1091.683881003628}{22390.68590088046}{7.730994356273426}{1380694.747348017}{6193.064261923272}{12583546.99546175}{38805.67977761563}{190565.0483766122}{460686.2545193657}{1298.400906434752}{8532891.855766162}{16012.98862619698}{4217.557075281194}{23135.53424525411}{1345.21305431529}{1168.968939624562}{17361.30811664299}{458072.1326574059}{462506.9533191767}{132141.3084018106}{398.1088869845446}{309212.6422885732}{13690.73262757953}{1097.36415062019}{22117.43025702545}{14576.56703121171}{17.29196545848035}{1064.062234357908}{3360.179357402873}{3200234.457124547}{13299.35988594121}{156.527171633849}{104060.9212785777}{170746.4577966028}{264.3716800101822}{3866399.577720711}{424.1589093126311}{1256940.257579772}{8113.493190585321}{166754.1614042357}{706536.5322645772}{199185.2305421409}{211715.9045823618}{1491857.801927377}{23130.9216450038}{84.3956210238525}{1520752.693164957}{87.58091611373428}{172.225598156964}{13.91867627548452}{19496.14765805013}{13405.64988940929}{812.256336776601}{10.85732540931557}{60786.2664343563}{3158.535352147142}{2280.146935053154}{4560.77687468702}{25120.92052034032}{56205.82264153696}{120.6368038639521}{27.91778521818602})\nuse_optimized_diagonal_computation bool f\n]\ndegree int32 10\ninhomogene bool t\n' p26 tp27 btp28