update to CML 1.4.0

deployment/FHE_timings.json

@@ -1 +1 @@
-{"XGB": [[[105, 6, 37.20693778991699], [105, 6, 35.34428858757019], [105, 6, 37.2830650806427], [85, 4, 13.173798084259033], [105, 2, 8.542397499084473], [105, 4, 17.998249530792236]], [[0.1559704232119744, 0.897851328230143], [0.10341718047857285, 0.9527195157697248], [0.11609367605659277, 0.8871980130370078], [0.10565379210897993, 0.9779407437173467], [0.07268084826007966, 0.9827499128733256], [0.12880629277037042, 0.9271080623278181]]], "SVR": [[[0.01, 0.1, 0.06072878837585449], [0.01, 0.0001, 0.054338932037353516], [0.01, 0.0001, 0.05757784843444824], [0.01, 0.1, 0.05663704872131348], [0.1, 0.001, 0.05373835563659668], [0.01, 0.001, 0.0582423210144043]], [[0.007699720908722056, 0.9999179907416972], [0.007754743773992465, 0.9999489939862338], [0.00954305425996474, 0.99978037179889], [0.010820483885872187, 0.9999680481558468], [0.01654155882523093, 0.9998339795155747], [0.01875583579391918, 0.9997520156670396]]]}
+{"XGB": [[[105, 5, 13.615243911743164], [105, 5, 13.590256929397583], [105, 5, 12.824962377548218], [45, 3, 2.6573433876037598], [45, 3, 2.833284616470337], [105, 5, 15.961253881454468]], [[0.084545488619516, 0.9487203084240405], [0.07106674355154313, 0.9797413552443313], [0.056083502187844234, 0.984314802433858], [0.08424127660691738, 0.9940753729325085], [0.2233741275380336, 0.8698149390127823], [0.1260172092626173, 0.9705662138083576]]], "SVR": [[[0.01, 0.2, 0.14487075805664062], [0.01, 0.001, 0.1422255039215088], [0.01, 0.001, 0.1269242763519287], [0.1, 0.001, 0.13776683807373047], [0.1, 0.001, 0.11979484558105469], [0.01, 0.1, 0.12511730194091797]], [[0.005850831134053783, 0.9999261449559377], [0.007976848464613004, 0.9999272030940591], [0.0367595933337843, 0.9999325279715529], [0.018082820743413622, 0.9999923321283797], [0.019263380861339344, 0.9998815083439322], [0.013508388340800412, 0.9997686657253034]]]}

deployment/deployment_0/best_params_demo_0.json

@@ -1 +1 @@
-{"C": 0.01, "dual": true, "epsilon": 0.1, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.001}
+{"C": 0.01, "dual": true, "epsilon": 0.2, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.01}

deployment/deployment_0/client.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:58f74c6723ec14f0fd154aa2b5397ef0127e06a0a117dab7db05b380ec8a8f6d
-size 28720
+oid sha256:96c5cfe2eed6d271a237e6cc4dab262aebbc4df8723897cd24ee15d1921c0eb5
+size 27560

deployment/deployment_0/server.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9938bd8f6443d8c3973297f890e6991e905bf36a622ed37991713b4e3bea0730
-size 7025
+oid sha256:531a1b3247ee27d5d559276cfb8f049c1a741b02cf81b7c9d67aece4c88d749b
+size 7203

deployment/deployment_0/test.csv

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deployment/deployment_0/versions.json

@@ -1 +1 @@
-{"concrete-python": "2.5.0rc1", "concrete-ml": "1.3.0", "python": "3.10.13"}
+{"concrete-python": "2.5", "concrete-ml": "1.4.0", "python": "3.10.13"}

deployment/deployment_1/best_params_demo_1.json

@@ -1 +1 @@
-{"C": 0.01, "dual": true, "epsilon": 0.0001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.001}
+{"C": 0.01, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.01}

deployment/deployment_1/client.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:97aadb6ede59e5f091d6d03c212440fbaebde15c3f374874e4e983a78407f4aa
-size 27721
+oid sha256:7cb18c41b15db94fbc82a85de85663d10f697c0127a36dc491456215094d691b
+size 26465

deployment/deployment_1/server.zip

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0c48867580228e736cfab70e3e5625342327f2b4e5ec4b90d816ee003aeeff3
-size 6774
+oid sha256:ca296985caf86890be32e9676db90b9d748221551f41ea241693412fe6c3f00d
+size 6931

deployment/deployment_1/test.csv

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deployment/deployment_1/versions.json

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deployment/deployment_2/best_params_demo_2.json

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-{"C": 0.01, "dual": true, "epsilon": 0.0001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.001}
+{"C": 0.01, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.01}

deployment/deployment_2/client.zip

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deployment/deployment_2/server.zip

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deployment/deployment_2/test.csv

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+Cc1ccc(-n2cc(C(=O)NCCN(C)C)nn2)cc1C,1.453624074
+Cc1[nH]c2ccc(Cl)cc2c1CC(=O)N1CCC(Cc2ncncc2C(N)=O)CC1,1.667452953
+Cc1ccc(CC(=O)Nc2nc(C)no2)cn1,1.631545228
+Cc1ccc(-c2nc(CC(=O)NCCC(C)C)cs2)cc1,0.912222057
+COc1ccc(CN(C)c2ncncc2Br)cc1O,1.74530906
+Cc1cc(C)cc(C(=O)NCCCNc2ncccn2)c1,1.720448737
+Nc1nc2c(N)ncnc2[nH]1,1.250420002
+CNc1cc(CC2CCNCC2)ncn1,1.486005186
+O=C(c1cc2ccccc2[nH]1)N1C[C@@H](O)[C@H](N2CCOCC2)C1,1.658869592
+Cc1ccc(-n2nc(C(C)(C)C)cc2NC(=O)NCc2cc(F)ccc2Oc2ccc3c(cnn3CCO)c2)cc1,-0.698970004
+N#Cc1c(O)nc2scc(-c3ccc(-c4ccccc4O)cc3)c2c1O,1.769377326
+COc1cncc(-c2ccnc3[nH]ccc23)c1,1.380211242
+Cc1cccc(OC2CCN(CC(N)=O)CC2)c1,1.897517129
+Cc1ncc(CN(C)c2nnc(C)c(C)c2C#N)s1,1.45591024
+Cc1cc(C(=O)O)c2ccc(F)cc2n1,1.394451681
+NC(=O)c1ccc(Oc2ccc(C(=O)N3CCCCCC3)cc2)cc1,1.776773802
+O=C(CCc1nnc(-c2ccsc2)o1)N1CCCc2cc(F)c(F)cc21,0.318063335
+COc1cc2cc(N)c(C3CCN(C(=O)C(C)(C)C)CC3)nc2cc1OC,1.72427587
+CCc1cnc(C)nc1-c1ccc(-c2ccn[nH]2)cc1,1.316808752
+CC(C)Oc1ccc(C(=O)Nc2cccc(-c3nc4cnccc4o3)c2)cc1,-0.26760624
+Cc1ccc(C(=O)N2CCN(C(=O)NCC(=O)N3CCCC3)CC2)cc1F,1.87875152
+Cn1c(=O)n(Cc2cccc(OC(F)F)c2)c2cnccc21,1.690993032
+CN(C)S(=O)(=O)N(C1CCCC1)C1CC1,1.513350799
+COc1ccc(C2(NCc3cnn(-c4ccccc4)c3)CCCC2)cc1,1.759063188
+CCCCOc1ccccc1-c1cc(C(=O)NCc2ccccc2C)[nH]n1,-0.585026652
+COc1ccc(-c2[nH]c3ncccc3c2CN(C)CCOc2ccccc2OC)cc1,-0.522878745
+CCOc1cccc(CNCCc2c[nH]c3ccccc23)c1,1.863263364
+Cn1ccc2c(C(=O)Nc3ncn(Cc4cccnc4)n3)cccc21,1.62838893
+Cn1ccnc1CN1CCN(Cc2ccc(F)cc2C#N)CC1,1.642365581
+Cc1cccc(COc2cccc(/C=C3\C(=O)NN(c4ccccc4)C3=O)c2)c1,0.712649702
+O=C(NC1CC1)c1cccnc1Oc1ccccc1,1.814513952
+Cc1oc2cc(OCC(=O)Nc3nccs3)ccc2c(=O)c1Oc1ccc(F)cc1,-0.301029996
+Cc1cc(Nc2ccc(F)cn2)cc(C2CCN(C(=O)COc3ccccc3F)C2)n1,1.745465169
+CN(CCN(C)C1CCCC1)C(=O)c1ccc(-c2nc[nH]n2)cc1,1.56549363
+CS(=O)(=O)N1CC(c2n[nH]c3ncccc23)C1,1.522574633
+Cc1ccc(-n2nc(C(=O)N3CC(O)C3)c3c2CCCC3)cc1,1.562292864
+Cc1cc(C)nc(NCc2cnc(C)c(C)c2)n1,1.124178055
+Cc1nccc(-c2cccc(NCC(=O)N(C)c3ccccc3)c2)n1,1.582290683
+O=C1CC2(CCN(C(=O)NCc3ccccc3)CC2)Oc2ccccc21,0.615950052
+NCC(=O)Nc1ccc2[nH]c(=O)[nH]c2c1,2.018076064
+Cc1ccc(C(=O)N(C)Cc2c(C)noc2C)cn1,1.610873
+CN(Cc1cccc(C#N)c1)Cc1ccccc1C#N,1.467756051
+Cc1c(-c2c(F)cc(C(N)=O)c3[nH]c4c(c23)CC[C@H](C(C)(C)O)C4)cccc1-n1c(=O)c2cccc(F)c2n(C)c1=O,0.380211242
+Cn1c(CNc2ccc(C(=N)N)cc2)nc2cc(C(=O)N(CCC(=O)O)c3ccccn3)ccc21,0.691081492
+O=C(NCC1(c2ccc(F)cc2)CCOCC1)c1ccccn1,1.69862243
+O=C(NCc1nncn1-c1ccccc1)C1CCCC1,1.636086515
+CCc1ccccc1NC(=O)CCn1ccnc1-c1ccc2c(c1)OCO2,1.623662707
+O=C(Cc1csc(-c2ccc(F)c(F)c2)n1)NCC(F)(F)F,-0.443697499
+COc1cccc(N2CCN(c3nc(C)cc(C)c3C#N)CC2)c1,-0.045757491
+O=c1[nH]c2ccccc2n1C1CCN(c2ncnc3sccc23)CC1,0.62838893
+COc1ccc(-c2cccc(C3CCCN(C(=O)C4CCCC4)C3)n2)cc1,0.389166084
+Cc1ccsc1-c1nc(CN(C)CCc2cn[nH]c2)c(C)o1,1.746166964
+O=C(NC[C@H]1CCN(c2ccccc2)C1)N1CCc2sccc2C1,1.226599905
+CC(C)(C)c1cc(NC(=O)Nc2ccc(-c3cn4c(n3)sc3cc(OCCN5CCOCC5)ccc34)cc2)no1,-0.522878745
+CC(C)C[C@@H](CO)n1cc(-c2ccccc2Cn2cccn2)nn1,1.230704314
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+O=C(Nc1ccccc1)c1c([O-])n(-c2ccccc2)n[n+]1Cc1ccccc1,-0.698970004
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+CCN1C(=O)CC[C@H](C(=O)N2CCc3cc(F)cc(C)c3C2)[C@H]1c1ccncc1,1.846646329
+Cc1cc(C(=O)NC2CCN(c3nc(-c4cccs4)nc4ccccc34)CC2)on1,-0.017728767
+c1ccc(CO[C@@H]2CCC[C@H]2n2cc(-c3nccs3)nn2)cc1,1.195346058
+O=C(CCc1cccs1)Nc1ccc(N2CCOCC2)cn1,1.507720977
+COC(=O)[C@]12CCC(C)(C)CC1C1C(=O)C=C3[C@@]4(C)C=C(C#N)C(=O)C(C)(C)[C@@H]4CC[C@@]3(C)[C@]1(C)CC2,0.498310554
+O=C(Cc1ccc(Cl)c(Cl)c1)N1CC(n2ccnn2)C1,1.491501766
+Cc1cccc(NC(=O)c2cccc3ncccc23)c1,0.685741739
+Cn1cc(C#N)cc1-c1nc(C2CC2)nn1CCc1ccccc1,1.692318044
+CNC(=O)c1ccc2c(c1)CCO[C@H]2CCN1CCN(c2ccc(C(N)=O)cc2)CC1,1.95438725
+N#Cc1ccc(C(=O)Nn2cnnc2)cc1,1.254789687
+CCN1CCc2ncnc(N(C)Cc3ccc4c(c3)OCCO4)c2C1,1.589949601
+CCCN(CC)c1ccc(C(=O)N2CCCN(C(C)=O)CC2)cc1,1.684845362
+O[C@@H]1CO[C@H]2C[C@@H]1Nc1c(-c3ccccc3)cccc12,1.230448921
+O=C1NCN(c2ccccc2)C12CCN(CCCOc1ccc(F)cc1)CC2,1.706290957
+COc1ccc(NC(=O)c2snnc2C)c(OC)c1,0.564666064
+O=C(Nc1ccccc1-n1ccnc1)c1cccs1,1.887673552
+CN(C)C(=O)Cn1cc(C(=O)O)ccc1=O,1.3232521
+Cc1oc(C)c(C(=O)NCC#Cc2ccccc2)c1C,1.681422156
+CN(Cc1cnn(C)c1)C(=O)c1ccccc1-c1ccccc1C#N,1.606703741
+COc1ccc2c(c1)C=C(CN1CCC(c3cc(-c4ccc(N)nc4)cc(C)n3)CC1)CO2,1.360025089
+N=C1/C(=C\c2ccco2)C(=O)N=C2Sc3ccccc3N12,-0.13667714
+CNC(=O)c1ccc(/C=C/c2nc3cc(Cl)ccc3o2)cc1,-0.119186408
+C=CC(=O)Nc1cccc(Nc2nc(Nc3ccc(OCCOC)cc3)ncc2F)c1,0.579783597
+c1csc(-c2csc3nc(CN4CCOCC4)nc(N4CCc5[nH]ncc5C4)c23)c1,1.690107439
+Cc1nc(C)c2c(C)c(C(=O)N(C)Cc3ccc(C)o3)sc2n1,1.574031268
+Cn1cc(-c2ccc3nnc(C(F)(F)c4ccc5ncccc5c4)n3n2)cn1,1.633569443
+CN(CC(=O)Nc1ccncc1)C1CCCC1,1.610553705
+Cc1cc(CN2CCN(c3ncccn3)CC2)on1,1.564547712
+N#Cc1ccc(NS(=O)(=O)c2c[nH]c3nc(Cl)ccc23)c(F)c1,1.117271296
+Cc1csc(CN(C)c2ccnc(N(C)C)n2)n1,1.660770644
+O=C(Nc1ccccc1-c1cn2c(CN3CCNCC3)csc2n1)c1cnc2ccccc2n1,0.173186268
+Cc1ccc2nc(-c3ccc(N(C)C)cc3)[nH]c2c1,1.058426024
+COc1ccc(-c2noc([C@@H]3CCCN3Cc3ccccc3)n2)cn1,1.40654018
+Cc1ccccc1N(CC(=O)N(C)C)S(C)(=O)=O,1.669595781
+COc1cc2c(cc1OC)CN(C(=O)C1CCCN(C(=O)OC(C)(C)C)C1)CC2,1.791339704
+CCCCCCNc1ncnc2[nH]ccc12,1.26904571
+CC(C(O)c1ccc(O)cc1)N1CCC(Cc2ccccc2)CC1,1.713826424
+C=C(C)COc1cccc(C(=O)NCc2nncn2C2CCCCC2)c1,1.429590802
+O=c1c(-c2ccc(F)cc2)c(-c2ccncc2)[nH]n1-c1ccc(Cl)cc1,1.33825723
+COc1ccc(CNC(=O)c2nnn(-c3ccc(OC)cc3)c2N)cc1,1.062205809
+Fc1ccc(NCc2cccc(OCCN3CCOCC3)c2)nc1,1.598024072
+O=C(Nc1nc2ccccc2[nH]1)c1ccncc1,0.706717782
+c1ccc(C2(c3ccccc3)CCCN(Cc3nnc(C4CC4)o3)C2)cc1,1.550961752
+CN(C)C(=O)CN1CCN(C(=O)c2ccc3ccccc3c2O)CC1,1.64246452
+N#Cc1cccc(CN2CCC=C(CNC(=O)c3cccs3)C2)c1,1.718086295
+CN1C(=O)N(CC(=O)NCc2ccc(Cl)cc2)C(=O)C12CCCCC2,1.705007959
+CNc1nc(C2CCNCC2)nc2c1CN(C)CC2,1.559308011
+C=CC(=O)N1CCC(CNc2ncnc(N)c2-c2ccc(Oc3ccccc3)cc2)CC1,1.004321374
+Cc1cc(C)c(S(=O)(=O)Nc2ccc3c(c2)OCO3)c(C)c1-n1cnnn1,1.2509077
+Cc1ccc(CNC(=O)CN2CCC(n3nnc4cc(C)ccc43)CC2)cc1,1.47957531
+CC(=O)N1CCCN(Cc2c(C)nn(C)c2Cl)CC1,1.613841822
+COc1ccc(CN2CCC(n3c(=O)[nH]c4ccccc43)CC2)cc1F,1.492760389
+CN(Cc1nnc(C2CC2)n1C)C(=O)C1C2CC3CC(C2)CC1C3,1.666892211
+NC(=O)c1sc2cc(F)ccc2c1Cl,-0.301029996
+Cc1sc2nc(CN3CCOCC3)nc(N3CCN(c4ccncc4)CC3)c2c1C,1.884058647
+CN(c1ncc(Br)cn1)C1CCS(=O)CC1,1.882638362
+NC(=O)Cn1nnc(-c2ccccc2)n1,1.041392685
+N#C/C(=C\c1ccc(O)c(O)c1)C(=O)NCc1ccccc1,1.628695383
+CC(C)Cc1sc(N)nc1-c1ccc(P(=O)(O)O)o1,1.8409212
+C#CCNC(=O)Cc1coc2cc(OC)ccc12,1.751587005
+O=C(c1ccccc1)N1CCN2C(=O)N(Cc3ccccc3)C(=O)[C@H]2C1,1.794488047
+O=C(CN1CCOC(c2ccc(F)cc2)C1)Nc1ccccc1OC(F)F,1.36361198
+Cc1nc(CNC2CCN(C(=O)C3CC3)CC2)cs1,1.629409599
+CCc1nc2ccccc2n1CC(=O)N1CCNC(=O)C1,1.704150517
+CN(C)C(=O)C1(Cc2ccccc2-c2ccccc2)CCN(C(=O)C2CCCO2)CC1,1.924795996
+Cc1cc(NC(=O)CN(C)c2c(F)cccc2F)on1,1.84135947
+O=C1CN(c2ccc(Nc3nccc(C(F)(F)F)n3)cn2)CCN1,1.710117365
+O=C(O)CCn1c2ccccc2c2ccccc21,1.716086854
+Cc1ncsc1C(=O)N1CCCCC1c1nc(N)ncc1-c1cccc(C(F)(F)F)c1,1.155336037
+Cc1ccc(C(=O)Nc2ccccc2C#N)cc1,1.016197354
+COc1cccc(OCCCn2cncc2-c2cc3c(cc2OC)OCCCO3)c1,1.979775933
+NC(=O)C1(Cc2ccc(-c3ccncc3)cc2)CCN(C(=O)Cc2cccc(F)c2)CC1,1.799340549
+Cc1nc(CN2C[C@@H](c3ccc4c(c3)OCO4)[C@@H]3[C@H]2C2CCN3CC2)co1,1.683947131
+NCc1ccc(Oc2ccccc2)nc1,1.342422681
+O=C1C(N2CCC(n3c(=O)[nH]c4ccccc43)CC2)CCN1c1ccccc1,1.792741786
+CN(C)S(=O)(=O)Nc1ccc(-n2ncc3ccccc32)cc1,1.589837943
+CN(C)C(=O)c1sc2nc(C3(C)CCN(c4ncccn4)CC3)ccc2c1N,1.818555779
+O=C(C1CCCN(S(=O)(=O)c2ccccc2)C1)N1CCc2ccccc2C1,1.529558673
+COc1ccc2nc(C)nc(N3CC(CO)C3)c2c1,1.46686762
+O=C(c1ccccc1)N1CCN(C(=O)c2ccc(-c3ccccc3Cl)o2)CC1,1.543074235
+CN(CC1CCCC1)C(=O)Nc1ccccc1N1CCOC1=O,1.704150517
+O=C(Nc1ccc(F)cc1F)N1CCn2c1nc1ccccc12,0.785329835
+COc1ccc(NS(=O)(=O)c2ccc3c(c2)n(C)c(=O)n3C)cc1,0.311753861
+Cc1ccc(-n2cc[nH]c(=O)c2=O)cc1,1.631950826
+Cc1nn(C)c2ncnc(N(C)Cc3cccc(Cl)c3)c12,1.351796307
+O=C(c1cc(-c2cccc(Cl)c2)on1)N1CCC(n2cccc2)CC1,1.019946682
+Cc1nnc(NCC(=O)N2CCc3sccc3C2)c(C#N)c1C,1.553883027
+COc1ccc([C@H]2c3[nH]c4ccc(Cl)cc4c3CCN2C(=O)Oc2ccc(Cl)cc2)cc1,-1.0
+Cc1ccc2c(c1)cc(CNCCc1ccccc1)c1nnnn12,1.396722279
+O=C(Nc1cccc(-c2cnco2)c1)C1(c2cccc(F)c2)CCOCC1,1.626032248
+Cc1ccc(C(=O)Nc2nc3ccccc3[nH]2)cc1,-0.070581074
+Cc1ccccc1CC(=O)N1CCN(C(=O)c2ccccc2)CC1,1.646403726
+CC(C)c1ccc(-c2cc3c(=O)n(CCC(=O)NCCN(C)C)ccn3n2)cc1,1.746089043
+COc1ccccc1-c1cc(NC(=O)c2cccc(N3CCNC3=O)c2)[nH]n1,0.774516966
+CC(=O)Nc1cnn(CC2CCN(C)CC2)c1,1.371067862
+O=C(Nc1cc(C2CC2)n[nH]1)C1CCN(C(=O)COc2ccccc2)CC1,1.628082261
+c1ccc(C(c2ccccc2)c2noc(Cn3cnc(C4CC4)n3)n2)cc1,1.419790586
+Cc1ccc(C(=O)NCCc2csc(C)n2)cn1,1.606381365
+O=C(C1CCC(O)CC1)N1CCCN(c2ccc(F)cc2)CC1,1.906873535
+CCOc1ccc(C(=O)Cn2c(=O)n(-c3ccc(F)cc3)c3nc(C)nc(C(N)=O)c32)cc1,-0.408935393
+O=C(CN1CCCC(c2cncc(-c3cccc(Cl)c3)n2)C1)N1CCCC1,1.817895757
+Cc1ccc(-c2ccc(=O)n(Cc3ccncc3)n2)cc1,1.629409599
+COc1ccc(-c2cccc(C3CCCN(CC(=O)Nc4ccccn4)C3)n2)cc1,0.908485019
+COc1ccc(-c2ccc(CN(CCN3CCOCC3)Cc3cccnc3)cc2)cc1,1.800442121
+N#Cc1c(O)c(Cl)c(Cl)c(C#N)c1Cl,1.495544338
+COc1cccc(-c2nc(C(=O)O)cs2)c1OC,1.576571684
+[2H]C([2H])([2H])NC(=O)c1nnc(NC(=O)C2CC2)cc1Nc1cccc(-c2ncn(C)n2)c1OC,1.229809783
+O=C(NCCCn1ccnc1)N1CCC12CCC2,1.614053106
+Cc1cc(C(=O)NCCc2ccccn2)c(C)s1,1.613630435
+Cc1nc(Cn2ncc3ccccc3c2=O)cs1,1.653887558
+Cc1c(C(=O)NCc2cnc(N(C)C)n2C)sc2ccccc12,1.707570176
+COc1ccc(-c2ccccc2)c(NS(=O)(=O)c2cc(O)c(Cl)cc2Cl)c1,1.440279213
+Cc1ccc(C(=O)Nc2ccccc2C(C)(C)C)cn1,1.50501424
+O=C(Nc1ccc(F)cc1)[C@H](O)c1ccccc1,1.632457292
+O=C(c1ccccc1-n1cccn1)N1CCN(Cc2cccnc2)CC1,1.735439203
+Cc1nc(-c2ccccc2)c(C(=O)Nc2ccc(Cl)cc2)s1,-0.455931956
+O=C(Nc1ccccc1)N1CCCc2cnc(N3CCOCC3)nc21,0.767897616
+Cc1ccc(C)c(NC(=O)CN2CCCN(c3ccc(C(F)(F)F)cn3)CC2)c1,1.077367905
+CC(C)C(=O)Nc1ncc(-c2ccccc2)s1,-0.259637311
+CCCCC1=NC2(CCCC2)C(=O)N1Cc1ccc(-c2ccccc2-c2nn[nH]n2)cc1,1.567849451
+COC(=O)[C@@H]1C[C@H](O)CN1CC#Cc1ccc(Cl)cc1,1.50242712
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+Cc1nnc(NCc2cccnc2)c2ccccc12,1.476106717
+CC(C)c1ccccc1OC(=O)NCCc1ccc2ccccc2c1,-0.148741651
+O=C(CN1CCCN(c2ccc(C(F)(F)F)cn2)CC1)Nc1ccccc1,0.230448921
+COc1ccc(C(=O)C2CCN(CC(=O)N(Cc3nc4c(c(=O)[nH]3)COCC4)CC3CC3)CC2)cc1,1.975431809
+CCc1c(N)cnn1-c1ccccc1C,1.569841899
+Cc1sc2ncnc(OCC(=O)NC3CCCCC3)c2c1C,1.236537261
+Cc1noc(CCNc2ncnc3ccccc23)n1,1.581608366
+CCCn1cnnc1Cn1ccnc1-c1ccc2occc2c1,1.456821348
+CN1CCc2ncnc(N3CCCN(c4nccs4)CC3)c2C1,1.635986112
+Cc1nccn1-c1ccc(F)cc1CNC(=O)C(C)C,1.773420723
+C#CCN1CCN(Cc2nc(O)cc(C(F)(F)F)n2)CC1,1.632659713
+Fc1ccccc1-c1c[nH]nc1C1CCCN1Cc1ccc2ncccc2c1,1.465382851
+COc1ccc(-c2nnc(-c3ccccc3)o2)cc1OC,0.63748973
+O=C1CCCN1CCCN1CCC(n2c(=O)[nH]c3ccccc32)CC1,1.201397124
+CC(C)c1nc(NCc2cccnc2)n(C)n1,1.581608366
+N#CCCn1nc(C(F)(F)F)cc1O,1.36398783
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+Cc1nn(-c2ccc(F)cc2)c2ncc(C(=O)Nc3nc(C4CC4)cs3)cc12,0.728353782
+Cc1cc(Oc2cnccn2)ccc1N,1.340444115
+Cc1ccnc(-n2nccc2NC(=O)N2CCCN(C)CC2)c1,1.501470072
+CC(C)(C)n1cc(CNc2cccnc2)cn1,1.405687787
+Cc1cnc(-n2cnnc2)c(-c2cccc(Cl)c2Cl)c1,1.269512944
+O=C(CSc1nccn1C1CC1)Nc1c(Cl)cc(Cl)cc1C(=O)O,0.385606274
+Cn1ccc(NC(=O)c2cc(-c3ccncc3)nc3ccccc23)n1,1.498310554
+CN(Cc1ccc2c(c1)OCO2)Cc1ccccc1C#N,1.448087667
+CCC1(O)CN(c2ncccc2C#N)C1,1.356025857
+O=C(c1ccc(F)cc1)N1Cc2nc[nH]c2C[C@H]1c1nc(-c2ccc(Cl)cc2)no1,1.305351369
+Cc1nc2ccccc2c(N)c1C(=O)/C=C/c1ccccc1,1.617105231
+CNc1cc(C)nc(-c2ccnc3c2ccn3C)n1,1.465382851
+Cc1cnc(Cl)nc1-c1ccc(N(Cc2ccc(CNC(=O)C(F)F)cc2)C(=O)c2ccc(O)cc2O)cc1,1.440279213
+COc1cccc(N(C)CCC(=O)N2CCC(c3ccc(-c4ccc(N)nc4)cn3)CC2)c1,1.672282625
+C=CCN(Cc1cccnc1)c1nc(C)nc2sccc12,1.65829765
+O=C(c1ccc2c(c1)OCO2)N1CCC(c2n[nH]c(C3CC3)n2)CC1,1.432006687
+CNC(=O)CCc1nc(-c2ccccn2)no1,1.702861171
+Cn1cnnc1CCn1ccnc1-c1cc2ccccc2s1,1.517855419
+Cc1nn(C)c2sc(C(=O)N3CCC(C(=O)O)(c4ccccc4)CC3)cc12,1.867644234
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+Nc1nc(NCCNc2ncc(-c3ncc[nH]3)c(-c3ccc(Cl)cc3Cl)n2)ccc1[N+](=O)[O-],1.476396827
+Cc1nn(CCC#N)c(C)c1Oc1ccccc1O,1.564547712
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+C#CCOc1ccc(C(=O)NN2CCCC2=O)cc1,1.402948829
+CC1(COc2ccc3c(c2)ncn3-c2ccc3cccc(N4CCC(N)CC4)c3n2)COC1,1.516204735
+N#CCn1c(C(=O)O)cc2ccccc21,1.618152733
+CC(C)c1nnc(CN2CCN(c3nccs3)CC2)o1,1.716587578
+Cc1ccc(C2=NC3(CCN(Cc4ccc(F)cc4)CC3)NC2=O)cc1,1.104487111
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+Cc1ccc(CN2CC[C@H](c3nnc(-c4ccccc4F)o3)C2)o1,1.657055853
+CC(C)(C)C(=O)Nc1sc2c(c1C#N)CCC2,0.281033367
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+COc1ccc2nc(C(=O)Nc3cnc4c(cnn4C(C)C)c3)ccc2c1,-0.823908741
+O=C(CCn1nnc2ccccc2c1=O)Nc1ccncc1,1.329601248
+O=C(Cc1ccc(F)cc1)NCCn1cccnc1=O,1.80126647
+CCOC(=O)N1CCC(Nc2nc3ccccc3s2)CC1,1.691965103
+CO[C@@H](C(=O)Nc1cc2c(C)cc(=O)oc2cc1C)c1ccccc1,1.599883072
+Nc1ccc2c(c1)ncn2CCc1ccccc1,1.584218112
+Cc1ccnc(Oc2cc(N)ccc2C)c1,1.548266545
+Fc1ccc(Nc2nc(N3CCCCC3)c3nccnc3n2)cc1,-0.920818754
+Clc1ccc(C2(c3ccc(-c4cn[nH]c4)cc3)CCNCC2)cc1,1.267171728
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+O=C(C1CC1c1ccc(F)cc1)N1CCC(n2c(=O)[nH]c3ccccc32)CC1,1.678973376
+O=c1[nH]c2ccccc2n1C1CCN(CCc2ccncc2)CC1,1.810904281
+Cc1ccc(-c2noc(CCC(=O)N3CCCC3(C)C)n2)cc1F,1.610873
+CCc1cccc(NC(=O)COC(=O)c2cnc(C)cn2)c1,1.748962861
+Cc1ccc(C)n1-c1ccc(CNS(C)(=O)=O)cc1,1.383815366
+CCc1ccc2nc(C)cc(C(=O)N3CC(c4cccnc4)C3)c2c1,1.594171479
+c1ccc(-c2c(-c3ccc(OCCN4CCCC4)cc3)[nH]c3ncnc(NCC4SCCS4)c23)cc1,0.57054294
+C[C@@H](c1ccc(F)cc1)n1nnc2cnc3ccc(-c4ccc5ocnc5c4)cc3c21,-0.327902142
+CN(Cc1ccc(Cl)cc1)C(=O)c1ccc(-n2ccnc2)nc1,1.813314059
+CC(C)c1nnc(CNC(=O)C2(C)CCC2)n1C,1.714664993
+Cc1noc(C2CCN(CC(N)=O)CC2)n1,1.48784512
+N#Cc1cc(F)c(NS(=O)(=O)c2c[nH]c3cc(Cl)ccc23)cc1F,1.820201459
+O=C(COc1ncnc2ccccc12)NC12CC3CC(CC(C3)C1)C2,1.780533325
+CCN1CCN(c2ccc(NC(=O)c3ncoc3-c3ccc4ccccc4c3)cc2)CC1,0.008600172
+CC(C)(C)NC(=O)Cn1nc(C(c2ccccc2)c2ccccc2)oc1=O,0.779596491
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+NC(=O)c1ccc(N2CCCCC2)c(NC(=O)c2ncoc2-c2ccc3ccccc3c2)c1,-0.619788758
+O=C(COc1ccc(F)cc1F)N1CCNC1=O,1.98686127
+COc1ccc(OC)c(-c2cc(C(=O)N3CCCN(C(C)=O)CC3)no2)c1,1.775974331
+Cc1ccc(-c2noc3nc(C)cc(C(=O)O)c23)cc1,1.871047261
+Cc1cccc(-n2c(S)nnc2CNc2ccc(F)cc2)c1,1.700357528
+CCCn1cc(C(=O)N2CCC(c3n[nH]cc3C(=O)N3CCOCC3)CC2)cn1,1.733197265
+O=C(Nc1nc2ccccc2[nH]1)c1cccnc1,-0.698970004
+CCC1(O)CN(c2ncnc3c2c(Br)nn3C)C1,1.691435152
+Clc1cc2ncc(-n3ccnc3)nc2cc1Cl,0.471291711
+Cc1ccc(NC(=O)CN2CCCN(c3ccc(C(F)(F)F)cn3)CC2)cc1,1.112269768
+CO[C@H]1CC[C@@H](C(=O)c2ccc3nc4c(cc3c2)CCCO4)CC1,1.648457594
+CCOc1ccc(-c2ccccc2NC(=O)COC)cc1,1.571242851
+O=C(Cc1cccc2ccccc12)NCc1nnc2n1-c1ccccc1CC2,1.669037801
+COCc1cccc(NC(=O)c2cn(C)c3ccccc23)c1,0.56937391
+COc1cc2c(cc1OC)CN(C(=O)C1CCCN(S(=O)(=O)c3cccs3)C1)CC2,1.344392274
+O=C(O)c1ccc(-c2c[nH]c3ncc(-c4ccccc4)cc23)cc1C1CCCC1,-0.387216143
+O=C(NC1CCCCCC1)c1ccc(-c2cnco2)cc1,0.963787827
+O=C(C(c1ccccc1)c1ccccc1)N1CCOCC(Cc2ccc3cnccc3c2)C1,1.547774705
+CSCC[C@@H](CO)n1ccnc1-c1oc2ccccc2c1C,1.864511081
+Cn1c(-c2ccc(F)cc2)cnc1NC(=O)CCC(=O)N1CC(=O)Nc2ccccc21,1.78724788
+C=C[C@H]1CN2CCC1C[C@H]2[C@H](O)c1ccnc2ccc(OC)cc12,1.789580712
+Nc1ccc(CC(=O)Nc2ccccc2F)cc1,1.732071941
+CC(=O)Nc1ccc(Oc2ncnc3scc(-c4ccccc4)c23)cc1,0.949390007
+C/C=C/CC(=O)N1CCC(c2cc(Cc3ccccc3)n[nH]2)CC1,1.38219721
+C1CCC(OCc2noc(C3CC3)n2)CC1,1.209515015
+C[n+]1cc2c3c(ccc2c2ccc4cc5c(cc4c21)OCO5)OCO3,1.50758604
+CCOc1ccc(C(=O)Nc2cc(C(=O)OC)ccc2N2CCN(C(C)=O)CC2)cc1,0.382017043
+Cc1cc(C(=O)NC2CCN(c3ncnc4sc(C)c(C)c34)CC2)on1,0.396199347
+COc1ccc(CCC(=O)N2CCN(C(=O)c3cc4n(n3)CCCC4)CC2)cc1,1.921009802
+Cc1noc(-c2ccc(NC(=O)Cc3ccccc3)cc2)n1,0.899820502
+Cc1cccc(Oc2cc(CN)ccn2)c1C,1.478566496
+CC(C)n1ccc(C(=O)N2CCS(=O)(=O)C(C)(C)C2)n1,1.666892211
+Fc1ccc2oc(Cn3nnc(-c4ccsc4)n3)nc2c1,1.480581787
+Cn1ncc2c(Oc3cccc(Oc4ccccn4)c3)ncnc21,1.600101256
+Cc1cc(NC(=O)CCc2c(C)nn(C)c2C)no1,1.704750904
+Cc1cc(N(C)C)nc(-n2cnc(C#N)n2)n1,1.36660971
+O=C(Nc1ccccn1)c1cccc2ccccc12,1.547282308
+O=C(NCc1ccc(O)cc1)Nc1ccncc1F,1.577836341
+O=C1N=C2C=CC=CN2C12Cc1ccccc1C2,1.572871602
+CC1CCN([C@H](c2ccc(F)cc2)c2ccc([C@@H](C)C(=O)O)cc2-c2ccc(C(F)(F)F)cc2)CC1,1.596926814
+O=C(O)c1ccc(CN2CC[C@H](c3nc4cc(Cl)ccc4o3)C2)cc1,1.51054501
+Oc1ccc(CN2CCN(c3cccc(Cl)c3)CC2)cc1,0.342422681
+CCc1ccc(-c2nccn2Cc2c(C)nn(CC)c2C)o1,1.607776604
+CC(C)NS(=O)(=O)c1ccc2c(c1)oc(=O)c1cc(S(=O)(=O)NC(C)C)ccc12,-0.327902142
+O=C(c1ccccc1-c1ncc(-c2ccccc2F)o1)N1CCC1,1.639586087
+NCc1cccc(C(=O)N2CCCC2)c1,1.404833717
+CC(C)c1cccc(CN2C(=O)N(C)C3(CCCCC3)C2=O)n1,1.544440137
+Cn1c(CNC(=O)Cc2ccccc2)nc2ccccc21,1.650987094
+N#Cc1c(O)nc(SCc2cccc(F)c2F)nc1C1CC1,0.322219295
+COCc1ccccc1CNc1ccc2cc(C#N)ccc2n1,0.416640507
+CCCCN(C)C(=O)Nc1cc(C)ccn1,1.396548038
+COc1cc(/C=C2\CCCN([C@@H](C)c3ccc(F)cc3)C2=O)ccc1-n1cnc(C)c1,1.110926242
+O=C(Nc1ccn(Cc2ccccn2)n1)c1c(F)cccc1I,1.786609473
+CC1(C)Cc2cc(NC(=O)c3cnn4cccnc34)c(OCC3CC3)nc2O1,-0.15490196
+OCC1CCCCN1Cc1ccc(Cl)c(Cl)c1,1.62324929
+CN(C)c1cccc(C(=O)N2CCCC(c3cccc(-c4cccs4)n3)C2)c1,0.322219295
+N#Cc1c(N)nc(SCC(N)=O)c(C#N)c1-c1ccc(OCC2CC2)cc1,-0.283996656
+Cc1nc(-c2ccc(Cl)c(Cl)c2)n(CC(C)(C)O)n1,1.622524862
+Cc1cc(NC(=O)N2Cc3cc4c(cc3C3(CCCC3)C2)OCCO4)no1,-0.522878745
+CCONC(=O)Cc1coc2c(C)c(C)ccc12,1.534026106
+CCCn1ncc2[nH]c(C3CCCCC3)nc21,1.350829274
+COc1cc(C=C2C(=O)NN(c3ccccc3)C2=O)ccc1OCC(N)=O,1.472171147
+Cc1ccc(S(=O)(=O)Cc2nc(-c3ccc(C(=O)NCc4cccnc4)cc3)oc2C)cc1,-0.48148606
+Cc1ccc(CNC(=O)c2cccnc2)n1C,1.608526034
+CC(C)c1cc(C(=O)N2Cc3ccc(CN4CCN(C)CC4)cc3C2)c(O)cc1O,1.649626887
+O=C(c1cccc(N2CCNC2=O)c1)N1CCc2ccccc2C1,1.626340367
+Cc1oc(C)c(C(=O)Nc2ccn(C)n2)c1C,1.564666064
+CC1(C)CN(CC(=O)NCC#N)c2cccc(Cl)c21,1.455453969
+Cc1cc(NC(=O)c2cccs2)no1,1.500099192
+O=C(CN1CCc2ccccc21)N1CCC(c2nc3ccccc3[nH]2)CC1,1.720159303
+Cc1ccnc(NC(=O)CN(C)c2ncnc3sc4c(c23)CCC(C)C4)c1,0.588831726
+O=C(CCc1ccccc1)N1CCC(c2cccc(Cc3ccc(F)cc3)n2)CC1,0.653212514
+Cc1ccc(NC(=O)c2cccc(N(C)C)c2)cc1NC(=O)c1ccc(O)cc1,0.51851394
+COc1cc(CCNC(=O)c2nc3cccc(C)n3c2F)cc(OC)c1,1.596926814
+c1cc2cc[nH]c2c(CC2CN(C3CCCC3)C2)n1,1.268811904
+Cc1ccc(C(=O)COC(=O)c2cc(O)nc3ccccc23)cc1,-0.161150909
+CC(C)(C)NC(=O)NCCn1nc2c(cc1=O)CCCC2,1.676327734
+CCONC(=O)c1sc(C)nc1C,1.462397998
+CCn1nccc1CNc1nnc(-c2ccc(OC)cc2)o1,1.433289685
+CC(=O)c1c(C)c2cnc(Nc3ccc(N4CCNCC4)cn3)nc2n(C2CCCC2)c1=O,1.6642658
+COc1ccc(Nc2nc3ccccc3c3nncn23)cc1,-0.853871964
+CCc1ccccc1NC(=O)c1cc(C)nc2onc(C)c12,1.123851641
+CCn1c(=O)n(CC)c2cc(N)ccc21,1.574031268
+CC1(C)Oc2ccc(Cl)cc2[C@@H]2O[C@@H]3CCNC[C@@H]3C[C@H]21,1.628286731
+Cn1cc(-c2nnc(NCc3ccc4ccccc4c3)o2)cn1,1.050379756
+Cc1nn(-c2ccc(C(=O)O)cc2C#Cc2ccccc2)c(C)c1C,1.666424373
+CN(C)C1CN(c2nc(-c3cnccn3)nc3sc4c(c23)CCCC4)C1,1.568084331
+Cc1ccc(C)c(OCCN(C)C(=O)c2ccc3c(c2)nnn3C)c1,1.465828815
+Cc1ccc(C(=O)Nc2cccc(C(=O)N(C)C)c2)cn1,1.656002321
+Cc1cc(C)c2c(c1)CCCN2C(=O)c1ccc(-c2nnc(C)o2)cc1,1.717670503
+Fc1ccc(F)c2c(NCc3ccc(N4CCOCC4)nc3)ccnc12,1.645225712
+O=C(NCC#CCN1CCc2ccccc2C1)NCc1ccc(F)cc1,1.524655712
+COc1cccc(C(=O)C[n+]2cc(-c3ccc(F)cc3)n(C)c2N)c1,1.869994
+O=C(NC1CCCC1)c1cc(C2CC2)nc2ccccc12,1.269512944
+COCCOCc1ccc(-c2cc3onc(-c4ccccc4)c3c(=O)n2C)cc1,1.153509989
+Cc1cc(C)c(-c2csc(NC(=O)Cn3cnnn3)n2)c(C)c1,-0.920818754
+CNC(=O)c1cn(C)nc1CC1CCN(Cc2cnc(-c3ccc(OC)cc3)nc2)CC1,1.759743368
+CCn1ccc2cc(C(=O)N3CCN(c4ccc(C)cc4)C(=O)C3)ccc21,1.660201201
+Cc1cc(NCc2ccnc(N3CCCC3)c2)c2ccccc2n1,1.507451061
+CC(C)c1nccn1-c1cccc([C@@H]2CCCN2C(=O)CCc2ccccc2)n1,1.707570176
+CCC(=O)N(C)CC(=O)Nc1cccc(F)c1,1.651084089
+Cn1c(=O)n(C2CCCC2)c(=O)c2c(F)cccc21,1.41447195
+CCN(CC#N)C(=O)c1nn(-c2ccc(F)cc2)c2c1CCCC2,1.607562243
+Nc1nnc(-c2ccc3c(c2)OCCO3)o1,1.368658712
+Cc1nc(-c2ccccc2)ccc1C(=O)NC1CCCC1,1.612359948
+O=S(=O)(c1cn[nH]c1)N1CCCC(c2cccc(-c3cccc(Cl)c3)n2)C1,0.161368002
+Cn1c(=O)n(C)c2cc(CN3CCC(c4ccc(Cc5ccccc5F)cn4)CC3)ccc21,1.752509401
+CN(c1ccccc1)S(=O)(=O)c1csc(C(=O)Nc2ccc(C(=O)O)cc2)c1,1.904607364
+Cc1cnc(CS(=O)(=O)C2CCCC2)cn1,1.558708571
+Cc1ccc(C)c(OCC(=O)N2CCC(C(=O)Nc3ccccc3)CC2)c1,0.527629901
+N#Cc1cnn(-c2ccc(F)cc2)c1N,1.46478752
+O=C(CSc1nc2nc(O)cc(O)c2s1)c1ccc(-c2ccccc2)cc1,0.84509804
+O=C(NCc1ccc2c(c1)OCCO2)c1sccc1C1CC1,1.493876111
+CNC(=O)c1cc(-c2ccccc2)no1,1.567731963
+CCOC(=O)c1cccnc1-c1ccc2[nH]ccc2c1,1.565847819
+CCOC(=O)C1(Cc2cc(-c3ccc(F)cc3)no2)CCN(Cc2ccccc2O)CC1,0.84135947
+c1ccc2c(N3CCn4c(nnc4C4CC4)C3)ncnc2c1,1.637589786
+CN(Cc1ccccc1)C(=O)c1ccc(-n2cccn2)nc1,1.588831726
+Cc1cc(C)c2c(N(C)CCC(C)C)ncnc2n1,1.573683693
+CC(=O)NCC1CCN(C(=O)c2cncn2-c2ccc(F)cc2)CC1,1.665580991
+CN(C)[C@@H]1CN(C(=O)CCn2cnc3ccccc32)C[C@H]1O,2.179264464
+Cc1c[nH]c(=O)n1-c1ccc(C(=O)Nc2ccc3ccccc3n2)cc1,0.770852012
+O=C1CCCc2nc(Nc3nc(-c4ccccc4)c4ccccc4n3)ncc21,-0.795880017
+O=C(O)c1ccccc1-n1cnc(CN2CCCC2)c1,1.588383768
+Cc1ccc(CNC(=O)c2cccs2)cn1,1.718750735
+CC(C)(C)NC(=O)c1cncn1C1CCN(c2ccc(-c3nnc(C(F)(F)F)o3)cn2)CC1,1.786254396
+CC(C)(C)C[C@@H]1COCc2nc(OCc3ccccn3)cc(=O)n21,1.7930916
+Cc1nc(CN(C)C(=O)C2c3ccccc3-c3ccccc32)no1,1.513483957
+COc1ccncc1NCc1ccc2c(c1)OCCO2,1.492620722
+Cc1ccc2oc([C@H]3CCN(Cc4cccs4)C3)nc2c1,1.419955748
+c1ccc2c(c1)CN(c1cnc3ccccc3n1)CCN2,1.399500661
+CC#CC(=O)N1CC[C@@H](n2c(=O)n(-c3ccc(Oc4ccccc4)cc3)c3c(N)ncnc32)C1,1.810232518
+Cc1c(C)n(Cc2ccccc2)c2ncnc(N)c12,1.634678752
+CC(C(=O)Nc1ccccc1)N1CCCC(c2nc3ccccc3o2)C1,1.42894429
+O=C(c1sc(N2CCOCC2)nc1-c1ccccc1)N1CCCCC1,1.766115283
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+CC(C)CC(=O)Nc1cccnc1N(C)C,1.481299273
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+O=C(NCCc1csc(N2CCCC2)n1)N1CCSCC1,1.720985744
+O=C(NCc1cccnc1)c1sccc1-c1ccccc1,1.816771412
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+NC(=O)COc1ncnc2ccccc12,1.679881942
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deployment/deployment_2/versions.json

@@ -1 +1 @@
-{"concrete-python": "2.5.0rc1", "concrete-ml": "1.3.0", "python": "3.10.13"}
+{"concrete-python": "2.5", "concrete-ml": "1.4.0", "python": "3.10.13"}

deployment/deployment_3/best_params_demo_3.json

@@ -1 +1 @@
-{"C": 0.01, "dual": true, "epsilon": 0.1, "loss": "epsilon_insensitive", "max_iter": 40000, "tol": 5e-05}
+{"C": 0.1, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.01}

deployment/deployment_3/client.zip

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-oid sha256:3ff25ea5a4058f9c9618371d442bc308ef7c34b2f7fbf6a19fc1c0a53e9d8af3
-size 11838
+oid sha256:f58765eb792f724c9289812cea1d6727199f665469701a5f153b2ddcb84620af
+size 11060

deployment/deployment_3/server.zip

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-oid sha256:d1b3b1c9fd778e1cada09edd9fef7d5c31b7204cf4479f36590705c2362db9ee
-size 6651
+oid sha256:6401d1cd6835a4d793a252833247b45e584675fb681de6eb79dd381fa32ec1ff
+size 7000

deployment/deployment_3/test.csv

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deployment/deployment_3/train.csv

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deployment/deployment_3/versions.json

@@ -1 +1 @@
-{"concrete-python": "2.5.0rc1", "concrete-ml": "1.3.0", "python": "3.10.13"}
+{"concrete-python": "2.5", "concrete-ml": "1.4.0", "python": "3.10.13"}

deployment/deployment_4/best_params_demo_4.json

@@ -1 +1 @@
-{"C": 0.1, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.001}
+{"C": 0.1, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 0.01}

deployment/deployment_4/client.zip

@@ -1,3 +1,3 @@
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-oid sha256:64ab22745e787c42a0f384e9ebf5630b37587682f140d46b2f6dfcf7d4b65f3e
-size 11193
+oid sha256:a02684be5070fa90d0090fbefab13330d65493856b529bbca1f3d0f8cda679fe
+size 10428

deployment/deployment_4/server.zip

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 version https://git-lfs.github.com/spec/v1
-oid sha256:8a3f7e5ab94371bdbf80f1bafe407dd5bc379d05e794b5ba32acded405fbdd29
-size 6816
+oid sha256:4130d405d53f4fbc8f97a3f4263055b2256a19fd1db58c9c8fc26d493c384912
+size 6974

deployment/deployment_4/test.csv

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deployment/deployment_4/train.csv

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deployment/deployment_4/versions.json

@@ -1 +1 @@
-{"concrete-python": "2.5.0rc1", "concrete-ml": "1.3.0", "python": "3.10.13"}
+{"concrete-python": "2.5", "concrete-ml": "1.4.0", "python": "3.10.13"}

deployment/deployment_5/best_params_demo_5.json

@@ -1 +1 @@
-{"C": 0.01, "dual": true, "epsilon": 0.001, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 1e-05}
+{"C": 0.01, "dual": true, "epsilon": 0.1, "loss": "squared_epsilon_insensitive", "max_iter": 40000, "tol": 1e-07}

deployment/deployment_5/client.zip

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-oid sha256:60e08a87fb72835e8312ff4bd8122b3efb60bcd497481a08155fecc4b6ea0faa
-size 28427
+oid sha256:072c7b33b609b1b8ef2e36c56822c166c53f4bd243c36153675f6044ca9e4b5a
+size 27346

deployment/deployment_5/server.zip

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-oid sha256:13634a17a986453da8459c352581c79a5f3bc431a418494266be464c680aeff3
-size 7025
+oid sha256:a808c4861dec985a390a7e72fe65eb9b101e7a6fd00902bf02b9e230bfdda188
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deployment/deployment_5/test.csv

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+CC(=O)c1ccc(OCCCCN2CCCC2)cc1,2.656148052
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+Cc1cncc(C2CCN(Cc3cnccn3)CC2)n1,1.782415288
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+N#Cc1ccccc1NC(=O)CCc1ccccc1,2.658640906
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+Cc1cc(N2CCC(C(=O)NC3CCCCC3)CC2)nc(-c2ccncc2)n1,2.285721545
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+CC(C)CN1CC[C@H](c2nc3ccc(C#N)cc3[nH]2)C1,1.882735088
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+Cc1cc(Nc2ccccn2)cc(C2CCCN(CC(=O)Nc3ncc(C)s3)C2)n1,2.980412007
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+Cc1nc(Cc2ccccc2)sc1C(=O)Nc1cccc(-c2ccn[nH]2)c1,2.608807271
+O=c1cc2c(n[nH]1)-c1cnc(N3CCCC3)nc1CC2,2.012630569
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+O=C(c1noc2c1CCCC2)N1CCN(c2ncccn2)CC1,3.464581643
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+COc1cccc2c1OC(C)(C)[C@@H]1C[C@H]3CNCC[C@H]3O[C@@H]21,1.711992713
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+CS(=O)(=O)NCCN1CCc2c(Cl)cc(Cl)cc2C1,2.601777608
+Cc1nn(C)c2sc(C(=O)N3CCC(C(=O)O)(c4ccccc4)CC3)cc12,1.027920136
+O=c1ncn2nc(Sc3ccc(F)cc3F)ccc2c1-c1c(Cl)cccc1Cl,1.956370158
+O=C1CCCN1C(=O)COc1cccc(-c2nnco2)c1,1.43858981
+COCc1nc(-c2cc(F)ccc2F)c(C)s1,2.628320459
+Fc1ccc2[nH]c(CO[C@H]3CN(Cc4ccccc4)C[C@H]3F)nc2c1,2.987411064
+Cc1oc(C)c(C(=O)N2CCNC(=O)C2)c1Br,1.027920136
+Cc1nc(-c2ccc(S(=O)(=O)N(C)C)cc2)cc(C(C)C)n1,3.348896114
+O=C(Nc1cccc2ncccc12)[C@H]1CCCN(S(=O)(=O)c2ccc(F)cc2)C1,2.843579701
+O=C(NCCNc1ncccc1C(F)(F)F)c1cnc2ccccn2c1=O,2.767166259
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+N#CCN(C(=O)c1cn(-c2ccc(Br)cc2)cn1)C1CC1,1.758025755
+C=CCNC1=C2C[C@@H](C)C[C@@H](OC)[C@@H](O)[C@@H](C)/C=C(\C)[C@@H](OC(N)=O)[C@@H](OC)/C=C\C=C(/C)C(=O)NC(=CC1=O)C2=O,3.005442641
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+CC1=C(Br)CN(CCc2nc3ccccc3c(=O)[nH]2)CC1,3.311621646
+CCN(C(=O)CN1CCNC(=O)C1)c1ccc(F)cc1,1.027920136
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+CCCc1cc(C(=O)Nc2ccc(-c3nnc(C)[nH]3)cc2)no1,2.462724345
+CCC(=O)NCCNC(=O)c1cc(-c2ccccc2)nc2ccccc12,1.904785849
+Cc1ccc2oc([C@H]3CCN(Cc4ccc(C#N)cc4)C3)nc2c1,2.544928336
+O=C(c1ccccc1)N1CCN(C(=O)c2ccc(-c3ccccc3Cl)o2)CC1,2.647924522
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+O=C(c1ccccc1F)N1CCC[C@@H]1Cn1nnn(-c2cccs2)c1=O,3.094085578
+O=c1[nH]c2ccccc2n1C1CCN(c2ncnc3sccc23)CC1,2.530508335
+CC#CCCNC(=O)c1cccnc1C,1.333245699
+Oc1c(C(c2ccc(F)cc2)N2CCCCC2)ccc2cccnc12,2.581841835
+Nc1nc(N)c2c(Cl)c(Br)ccc2n1,1.927796235
+CC(C)c1ccc2occ(CC(=O)O)c2c1,1.027920136
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+O=C(c1cccc(Cl)c1)N1CCN(C(=O)c2ccc3ccccc3c2O)CC1,2.220212725
+O=C(c1ccccn1)N1CCCC(c2cccc(-c3cccc(Cl)c3)n2)C1,3.113778957
+CNC(=O)C1(Cc2ccc(-c3cccnc3)cc2)CCN(Cc2ccc(F)cc2)C1,2.878798599
+c1csc(-c2csc3nc(CN4CCOCC4)nc(N4CCc5[nH]ncc5C4)c23)c1,3.118970006
+O=C(CN1CCOC(c2ccc(F)cc2)C1)Nc1ccccc1OC(F)F,2.753110976
+COc1ccc(F)cc1-c1ccc(-c2nnco2)cc1,2.521983611
+O=C(Nc1nnc2n1CCCC2)c1cscn1,1.027920136
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+Cc1ccnc(Oc2cc(N)ccc2C)c1,2.362325995
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+CO[C@@H]1CC[C@@H](N(C)C(=O)COc2c(C)cccc2C)[C@H]1O,2.209780336
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deployment/deployment_5/versions.json

@@ -1 +1 @@
-{"concrete-python": "2.5.0rc1", "concrete-ml": "1.3.0", "python": "3.10.13"}
+{"concrete-python": "2.5", "concrete-ml": "1.4.0", "python": "3.10.13"}

requirements.txt

@@ -1,4 +1,4 @@
-concrete-ml==1.3.0
+concrete-ml==1.4.0
 pandas==1.4.3
 streamlit==1.29.0
 streamlit-camera-input-live==0.2.0