Skip to content

Commit 79a0fcc

Browse files
author
github-action-benchmark
committed
add Benchmark Results (julia) benchmark result for 17d03ca
1 parent 3948299 commit 79a0fcc

File tree

1 file changed

+241
-1
lines changed

1 file changed

+241
-1
lines changed

benchmarks/data.js

Lines changed: 241 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1,5 +1,5 @@
11
window.BENCHMARK_DATA = {
2-
"lastUpdate": 1762935074963,
2+
"lastUpdate": 1763024174485,
33
"repoUrl": "https://github.com/albertomercurio/DeviceSparseArrays.jl",
44
"entries": {
55
"Benchmark Results": [
@@ -818,6 +818,246 @@ window.BENCHMARK_DATA = {
818818
"extra": "gctime=0\nmemory=1904\nallocs=31\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
819819
}
820820
]
821+
},
822+
{
823+
"commit": {
824+
"author": {
825+
"email": "198982749+Copilot@users.noreply.github.com",
826+
"name": "Copilot",
827+
"username": "Copilot"
828+
},
829+
"committer": {
830+
"email": "noreply@github.com",
831+
"name": "GitHub",
832+
"username": "web-flow"
833+
},
834+
"distinct": true,
835+
"id": "17d03ca147e2ebe5bac2674063554c06fc602d89",
836+
"message": "Implement device-native conversions between CSR/CSC and COO sparse matrix formats (#22)\n\n* Initial plan\n\n* Implement direct conversions between CSR/CSC and COO formats\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Format code with JuliaFormatter\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Add comprehensive docstrings to conversion functions\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Reimplement conversions without CPU transfers using kernels and AcceleratedKernels\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Move conversion functions to separate conversions/ folder with tests and benchmarks\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Fix conversions to work with all backends by using CPU sorting and cumsum\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Move kernels outside functions and use AcceleratedKernels with JLBackend fallback\n\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\n\n* Remove JLArray dispatch and fix scalar indexing issue\n\n* Fix errors in Metal\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: albertomercurio <61953577+albertomercurio@users.noreply.github.com>\nCo-authored-by: Alberto Mercurio <alberto.mercurio96@gmail.com>",
837+
"timestamp": "2025-11-13T09:49:11+01:00",
838+
"tree_id": "b7ba2fd48b012a214114b97e743835f1bd73b9dd",
839+
"url": "https://github.com/albertomercurio/DeviceSparseArrays.jl/commit/17d03ca147e2ebe5bac2674063554c06fc602d89"
840+
},
841+
"date": 1763024173980,
842+
"tool": "julia",
843+
"benches": [
844+
{
845+
"name": "Matrix-Vector Multiplication/Array/CSC",
846+
"value": 3647224,
847+
"unit": "ns",
848+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
849+
},
850+
{
851+
"name": "Matrix-Vector Multiplication/Array/COO",
852+
"value": 5295668,
853+
"unit": "ns",
854+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
855+
},
856+
{
857+
"name": "Matrix-Vector Multiplication/Array/CSR",
858+
"value": 427988,
859+
"unit": "ns",
860+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
861+
},
862+
{
863+
"name": "Matrix-Vector Multiplication/JLArray/CSC",
864+
"value": 3638572,
865+
"unit": "ns",
866+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
867+
},
868+
{
869+
"name": "Matrix-Vector Multiplication/JLArray/COO",
870+
"value": 5289549,
871+
"unit": "ns",
872+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
873+
},
874+
{
875+
"name": "Matrix-Vector Multiplication/JLArray/CSR",
876+
"value": 422542.5,
877+
"unit": "ns",
878+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
879+
},
880+
{
881+
"name": "Sparse Vector/Array/Sum",
882+
"value": 18.170340681362724,
883+
"unit": "ns",
884+
"extra": "gctime=0\nmemory=0\nallocs=0\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":998,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
885+
},
886+
{
887+
"name": "Sparse Vector/Array/Sparse-Dense dot",
888+
"value": 123.45293466223698,
889+
"unit": "ns",
890+
"extra": "gctime=0\nmemory=0\nallocs=0\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":903,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
891+
},
892+
{
893+
"name": "Sparse Vector/JLArray/Sum",
894+
"value": 10.88088088088088,
895+
"unit": "ns",
896+
"extra": "gctime=0\nmemory=0\nallocs=0\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":999,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
897+
},
898+
{
899+
"name": "Sparse Vector/JLArray/Sparse-Dense dot",
900+
"value": 120.92061742006615,
901+
"unit": "ns",
902+
"extra": "gctime=0\nmemory=0\nallocs=0\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":907,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
903+
},
904+
{
905+
"name": "Format Conversions/Array/CSC → COO",
906+
"value": 1046220,
907+
"unit": "ns",
908+
"extra": "gctime=0\nmemory=24000904\nallocs=41\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
909+
},
910+
{
911+
"name": "Format Conversions/Array/COO → CSC",
912+
"value": 9703357,
913+
"unit": "ns",
914+
"extra": "gctime=0\nmemory=48248744\nallocs=194\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
915+
},
916+
{
917+
"name": "Format Conversions/Array/CSR → COO",
918+
"value": 1056344,
919+
"unit": "ns",
920+
"extra": "gctime=0\nmemory=24000904\nallocs=41\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
921+
},
922+
{
923+
"name": "Format Conversions/Array/COO → CSR",
924+
"value": 50771395,
925+
"unit": "ns",
926+
"extra": "gctime=0\nmemory=56248888\nallocs=202\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
927+
},
928+
{
929+
"name": "Format Conversions/JLArray/CSC → COO",
930+
"value": 1044076,
931+
"unit": "ns",
932+
"extra": "gctime=0\nmemory=23987656\nallocs=41\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
933+
},
934+
{
935+
"name": "Format Conversions/JLArray/COO → CSC",
936+
"value": 9816292,
937+
"unit": "ns",
938+
"extra": "gctime=0\nmemory=48222248\nallocs=194\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
939+
},
940+
{
941+
"name": "Format Conversions/JLArray/CSR → COO",
942+
"value": 1049575,
943+
"unit": "ns",
944+
"extra": "gctime=0\nmemory=23987656\nallocs=41\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
945+
},
946+
{
947+
"name": "Format Conversions/JLArray/COO → CSR",
948+
"value": 53503550,
949+
"unit": "ns",
950+
"extra": "gctime=0\nmemory=56217976\nallocs=202\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
951+
},
952+
{
953+
"name": "Sparse + Dense Addition/Array/CSC",
954+
"value": 118473674.5,
955+
"unit": "ns",
956+
"extra": "gctime=4174866.5\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
957+
},
958+
{
959+
"name": "Sparse + Dense Addition/Array/COO",
960+
"value": 114732764,
961+
"unit": "ns",
962+
"extra": "gctime=4119217\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
963+
},
964+
{
965+
"name": "Sparse + Dense Addition/Array/CSR",
966+
"value": 114087974,
967+
"unit": "ns",
968+
"extra": "gctime=4100130.5\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
969+
},
970+
{
971+
"name": "Sparse + Dense Addition/JLArray/CSC",
972+
"value": 113744347,
973+
"unit": "ns",
974+
"extra": "gctime=4105566\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
975+
},
976+
{
977+
"name": "Sparse + Dense Addition/JLArray/COO",
978+
"value": 115158101,
979+
"unit": "ns",
980+
"extra": "gctime=4249189\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
981+
},
982+
{
983+
"name": "Sparse + Dense Addition/JLArray/CSR",
984+
"value": 117307302,
985+
"unit": "ns",
986+
"extra": "gctime=4217650\nmemory=800003632\nallocs=35\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
987+
},
988+
{
989+
"name": "Matrix-Matrix Multiplication/Array/CSC",
990+
"value": 284077640.5,
991+
"unit": "ns",
992+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
993+
},
994+
{
995+
"name": "Matrix-Matrix Multiplication/Array/COO",
996+
"value": 256817669.5,
997+
"unit": "ns",
998+
"extra": "gctime=0\nmemory=1824\nallocs=33\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
999+
},
1000+
{
1001+
"name": "Matrix-Matrix Multiplication/Array/CSR",
1002+
"value": 49574433,
1003+
"unit": "ns",
1004+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1005+
},
1006+
{
1007+
"name": "Matrix-Matrix Multiplication/JLArray/CSC",
1008+
"value": 281439332.5,
1009+
"unit": "ns",
1010+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1011+
},
1012+
{
1013+
"name": "Matrix-Matrix Multiplication/JLArray/COO",
1014+
"value": 257043570.5,
1015+
"unit": "ns",
1016+
"extra": "gctime=0\nmemory=1824\nallocs=33\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1017+
},
1018+
{
1019+
"name": "Matrix-Matrix Multiplication/JLArray/CSR",
1020+
"value": 49417778.5,
1021+
"unit": "ns",
1022+
"extra": "gctime=0\nmemory=1808\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1023+
},
1024+
{
1025+
"name": "Three-argument dot/Array/CSC",
1026+
"value": 448276,
1027+
"unit": "ns",
1028+
"extra": "gctime=0\nmemory=1904\nallocs=31\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1029+
},
1030+
{
1031+
"name": "Three-argument dot/Array/COO",
1032+
"value": 5084888,
1033+
"unit": "ns",
1034+
"extra": "gctime=0\nmemory=3624\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1035+
},
1036+
{
1037+
"name": "Three-argument dot/Array/CSR",
1038+
"value": 494031,
1039+
"unit": "ns",
1040+
"extra": "gctime=0\nmemory=1904\nallocs=31\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1041+
},
1042+
{
1043+
"name": "Three-argument dot/JLArray/CSC",
1044+
"value": 439369,
1045+
"unit": "ns",
1046+
"extra": "gctime=0\nmemory=1904\nallocs=31\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1047+
},
1048+
{
1049+
"name": "Three-argument dot/JLArray/COO",
1050+
"value": 5043762,
1051+
"unit": "ns",
1052+
"extra": "gctime=0\nmemory=3624\nallocs=32\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1053+
},
1054+
{
1055+
"name": "Three-argument dot/JLArray/CSR",
1056+
"value": 491812,
1057+
"unit": "ns",
1058+
"extra": "gctime=0\nmemory=1904\nallocs=31\nparams={\"gctrial\":true,\"time_tolerance\":0.05,\"evals_set\":false,\"samples\":10000,\"evals\":1,\"gcsample\":false,\"seconds\":5,\"overhead\":0,\"memory_tolerance\":0.01}"
1059+
}
1060+
]
8211061
}
8221062
]
8231063
}

0 commit comments

Comments
 (0)