Add additional MPS Solve tests.

[maleadt]

From #145

[github-actions]

Metal Benchmarks

Details

Benchmark suite	Current: 912aa50	Previous: 70bf387	Ratio
array/accumulate/Float32/1d	584792 ns	518125 ns	1.13
array/accumulate/Float32/dims=1	572062.5 ns	499417 ns	1.15
array/accumulate/Float32/dims=1L	8845959 ns	8940917 ns	0.99
array/accumulate/Float32/dims=2	633042 ns	530750 ns	1.19
array/accumulate/Float32/dims=2L	3330000 ns	2812354.5 ns	1.18
array/accumulate/Int64/1d	886375 ns	927479.5 ns	0.96
array/accumulate/Int64/dims=1	1129916.5 ns	1113792 ns	1.01
array/accumulate/Int64/dims=1L	9604125 ns	9788208 ns	0.98
array/accumulate/Int64/dims=2	1455750 ns	1462749.5 ns	1.00
array/accumulate/Int64/dims=2L	6574604.5 ns	7004770.5 ns	0.94
array/broadcast	369000 ns	335709 ns	1.10
array/construct	3500 ns	3416 ns	1.02
array/permutedims/2d	626334 ns	622375 ns	1.01
array/permutedims/3d	1102125 ns	1096521 ns	1.01
array/permutedims/4d	1698375 ns	1149229.5 ns	1.48
array/private/copy	419375 ns	396208 ns	1.06
array/private/copyto!/cpu_to_gpu	383958.5 ns	361333.5 ns	1.06
array/private/copyto!/gpu_to_cpu	381625 ns	366375 ns	1.04
array/private/copyto!/gpu_to_gpu	359208 ns	329458 ns	1.09
array/private/iteration/findall/bool	1147250 ns	1189209 ns	0.96
array/private/iteration/findall/int	1280083 ns	1321250 ns	0.97
array/private/iteration/findfirst/bool	1398209 ns	1317041 ns	1.06
array/private/iteration/findfirst/int	1427583.5 ns	1386333.5 ns	1.03
array/private/iteration/findmin/1d	1563208 ns	1532542 ns	1.02
array/private/iteration/findmin/2d	1260917 ns	1233042 ns	1.02
array/private/iteration/logical	1829167 ns	1986750 ns	0.92
array/private/iteration/scalar	2837354 ns	1774791 ns	1.60
array/random/rand/Float32	613834 ns	601750 ns	1.02
array/random/rand/Int64	625417 ns	646729 ns	0.97
array/random/rand!/Float32	527750 ns	502750 ns	1.05
array/random/rand!/Int64	495875 ns	473708 ns	1.05
array/random/randn/Float32	569458 ns	553375 ns	1.03
array/random/randn!/Float32	480000 ns	459166 ns	1.05
array/reductions/mapreduce/Float32/1d	704250 ns	612312.5 ns	1.15
array/reductions/mapreduce/Float32/dims=1	484875 ns	445208 ns	1.09
array/reductions/mapreduce/Float32/dims=1L	686541.5 ns	702083 ns	0.98
array/reductions/mapreduce/Float32/dims=2	496020.5 ns	449354.5 ns	1.10
array/reductions/mapreduce/Float32/dims=2L	1338833 ns	907875 ns	1.47
array/reductions/mapreduce/Int64/1d	891708 ns	807417 ns	1.10
array/reductions/mapreduce/Int64/dims=1	774250 ns	761583.5 ns	1.02
array/reductions/mapreduce/Int64/dims=1L	1080542 ns	1100209 ns	0.98
array/reductions/mapreduce/Int64/dims=2	932583.5 ns	799291 ns	1.17
array/reductions/mapreduce/Int64/dims=2L	2170500 ns	2169333 ns	1.00
array/reductions/reduce/Float32/1d	702125 ns	610833 ns	1.15
array/reductions/reduce/Float32/dims=1	484625 ns	446334 ns	1.09
array/reductions/reduce/Float32/dims=1L	686167 ns	703354.5 ns	0.98
array/reductions/reduce/Float32/dims=2	399709 ns	351666 ns	1.14
array/reductions/reduce/Float32/dims=2L	484500 ns	490667 ns	0.99
array/reductions/reduce/Int64/1d	895625 ns	802375 ns	1.12
array/reductions/reduce/Int64/dims=1	773375 ns	761375 ns	1.02
array/reductions/reduce/Int64/dims=1L	1074854.5 ns	1096042 ns	0.98
array/reductions/reduce/Int64/dims=2	931417 ns	795333 ns	1.17
array/reductions/reduce/Int64/dims=2L	2151208 ns	2151083 ns	1.00
array/shared/copy	152833 ns	162500 ns	0.94
array/shared/copyto!/cpu_to_gpu	39917 ns	39542 ns	1.01
array/shared/copyto!/gpu_to_cpu	39958 ns	40667 ns	0.98
array/shared/copyto!/gpu_to_gpu	40458 ns	43708.5 ns	0.93
array/shared/iteration/findall/bool	1149083.5 ns	1197209 ns	0.96
array/shared/iteration/findall/int	1285500 ns	1329500 ns	0.97
array/shared/iteration/findfirst/bool	1118645.5 ns	1036750 ns	1.08
array/shared/iteration/findfirst/int	1150479.5 ns	1012208.5 ns	1.14
array/shared/iteration/findmin/1d	1298812.5 ns	1286104.5 ns	1.01
array/shared/iteration/findmin/2d	1264542 ns	1235166 ns	1.02
array/shared/iteration/logical	1647583 ns	1796791.5 ns	0.92
array/shared/iteration/scalar	3635.375 ns	3463.5 ns	1.05
integration/byval/reference	1136208 ns	1153792 ns	0.98
integration/byval/slices=1	1137083 ns	1156167 ns	0.98
integration/byval/slices=2	2048292 ns	2082104.5 ns	0.98
integration/byval/slices=3	7074916.5 ns	18075459 ns	0.39
integration/metaldevrt	441167 ns	439875 ns	1.00
kernel/indexing	356292 ns	335042 ns	1.06
kernel/indexing_checked	531417 ns	495250 ns	1.07
kernel/launch	1966.7 ns	1975 ns	1.00
kernel/rand	522791 ns	500604.5 ns	1.04
latency/import	1768942375 ns	1791687916 ns	0.99
latency/precompile	36941127624.5 ns	37168987104 ns	0.99
latency/ttfp	2095601334 ns	2129036000 ns	0.98
metal/synchronization/context	529.3626943005181 ns	527.6373056994819 ns	1.00
metal/synchronization/stream	278.9512987012987 ns	275.8242811501597 ns	1.01

This comment was automatically generated by workflow using github-action-benchmark.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 86.67%. Comparing base (70bf387) to head (912aa50).
⚠️ Report is 2 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #858      +/-   ##
==========================================
+ Coverage   86.61%   86.67%   +0.05%     
==========================================
  Files          76       76              
  Lines        5134     5134              
==========================================
+ Hits         4447     4450       +3     
+ Misses        687      684       -3     

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