KernelInterface

[christiangnrd]

Do not merge until KernelInterface has been reviewed and interface fully decided

[github-actions]

Metal Benchmarks

Details

Benchmark suite	Current: ebbef29	Previous: 7e34a9c	Ratio
array/accumulate/Float32/1d	389084 ns	394042 ns	0.99
array/accumulate/Float32/dims=1	366792 ns	363917 ns	1.01
array/accumulate/Float32/dims=1L	8766375 ns	8768250 ns	1.00
array/accumulate/Float32/dims=2	427833 ns	431958 ns	0.99
array/accumulate/Float32/dims=2L	2537292 ns	2525542 ns	1.00
array/accumulate/Int64/1d	953250 ns	958667 ns	0.99
array/accumulate/Int64/dims=1	935542 ns	939000 ns	1.00
array/accumulate/Int64/dims=1L	9462666 ns	9471125 ns	1.00
array/accumulate/Int64/dims=2	1238375 ns	1232875 ns	1.00
array/accumulate/Int64/dims=2L	6537417 ns	6544791 ns	1.00
array/broadcast	253375 ns	247625 ns	1.02
array/construct	2375 ns	2459 ns	0.97
array/permutedims/2d	484417 ns	483625 ns	1.00
array/permutedims/3d	1054625 ns	1064792 ns	0.99
array/permutedims/4d	1316458 ns	1319125 ns	1.00
array/private/copy	226625 ns	226542 ns	1.00
array/private/copyto!/cpu_to_gpu	215792 ns	215750 ns	1.00
array/private/copyto!/gpu_to_cpu	212292 ns	212875 ns	1.00
array/private/copyto!/gpu_to_gpu	218000 ns	216834 ns	1.01
array/private/iteration/findall/bool	1179875 ns	1197625 ns	0.99
array/private/iteration/findall/int	1371958 ns	1381000 ns	0.99
array/private/iteration/findfirst/bool	1186458 ns	1200958 ns	0.99
array/private/iteration/findfirst/int	1205416 ns	1207000 ns	1.00
array/private/iteration/findmin/1d	1247625 ns	1248791 ns	1.00
array/private/iteration/findmin/2d	1097459 ns	1106166 ns	0.99
array/private/iteration/logical	1853834 ns	1867375 ns	0.99
array/private/iteration/scalar	1377042 ns	1400417 ns	0.98
array/random/rand/Float32	437541 ns	443000 ns	0.99
array/random/rand/Int64	517125 ns	522250 ns	0.99
array/random/rand!/Float32	423167 ns	428750 ns	0.99
array/random/rand!/Int64	456625 ns	455500 ns	1.00
array/random/randn/Float32	412042 ns	411375 ns	1.00
array/random/randn!/Float32	398458 ns	401792 ns	0.99
array/reductions/mapreduce/Float32/1d	469125 ns	437084 ns	1.07
array/reductions/mapreduce/Float32/dims=1	372709 ns	374375 ns	1.00
array/reductions/mapreduce/Float32/dims=1L	642333 ns	635625 ns	1.01
array/reductions/mapreduce/Float32/dims=2	376959 ns	377375 ns	1.00
array/reductions/mapreduce/Float32/dims=2L	1237333 ns	1258167 ns	0.98
array/reductions/mapreduce/Int64/1d	667584 ns	666833 ns	1.00
array/reductions/mapreduce/Int64/dims=1	656500 ns	653500 ns	1.00
array/reductions/mapreduce/Int64/dims=1L	1028542 ns	1028542 ns	1
array/reductions/mapreduce/Int64/dims=2	810292 ns	812833 ns	1.00
array/reductions/mapreduce/Int64/dims=2L	2208792 ns	2209542 ns	1.00
array/reductions/reduce/Float32/1d	480291 ns	463500 ns	1.04
array/reductions/reduce/Float32/dims=1	375834 ns	375500 ns	1.00
array/reductions/reduce/Float32/dims=1L	636792 ns	636667 ns	1.00
array/reductions/reduce/Float32/dims=2	244792 ns	252416 ns	0.97
array/reductions/reduce/Float32/dims=2L	481834 ns	473666 ns	1.02
array/reductions/reduce/Int64/1d	655041 ns	666833 ns	0.98
array/reductions/reduce/Int64/dims=1	649208 ns	655750 ns	0.99
array/reductions/reduce/Int64/dims=1L	1022667 ns	1033792 ns	0.99
array/reductions/reduce/Int64/dims=2	261459 ns	257917 ns	1.01
array/reductions/reduce/Int64/dims=2L	669167 ns	669750 ns	1.00
array/shared/copy	128125 ns	129833 ns	0.99
array/shared/copyto!/cpu_to_gpu	37083 ns	36791 ns	1.01
array/shared/copyto!/gpu_to_cpu	36708 ns	37417 ns	0.98
array/shared/copyto!/gpu_to_gpu	37291 ns	37917 ns	0.98
array/shared/iteration/findall/bool	1179750 ns	1193833 ns	0.99
array/shared/iteration/findall/int	1360750 ns	1377084 ns	0.99
array/shared/iteration/findfirst/bool	1015750 ns	1022750 ns	0.99
array/shared/iteration/findfirst/int	1027042 ns	1031208 ns	1.00
array/shared/iteration/findmin/1d	1095917 ns	1104834 ns	0.99
array/shared/iteration/findmin/2d	1092791 ns	1106167 ns	0.99
array/shared/iteration/logical	1725042 ns	1737750 ns	0.99
array/shared/iteration/scalar	3703.125 ns	3843.75 ns	0.96
array/sorting/1d	2093375 ns	2079916 ns	1.01
array/sorting/2d	8296333 ns	8328250 ns	1.00
integration/byval/reference	1146291 ns	1150959 ns	1.00
integration/byval/slices=1	1144917 ns	1133125 ns	1.01
integration/byval/slices=2	2049750 ns	2067125 ns	0.99
integration/byval/slices=3	6649417 ns	6636875 ns	1.00
integration/metaldevrt	414000 ns	424750 ns	0.97
kernel/indexing	223042 ns	225791 ns	0.99
kernel/indexing_checked	406000 ns	412542 ns	0.98
kernel/launch	5632 ns	6033.4 ns	0.93
kernel/rand	412042 ns	416625 ns	0.99
latency/import	1785535083 ns	1777164625 ns	1.00
latency/precompile	32675415416 ns	32777388583 ns	1.00
latency/ttfp	2255822792 ns	2248797500 ns	1.00
metal/synchronization/context	551.9144385026738 ns	546.3475935828877 ns	1.01
metal/synchronization/stream	343.3727272727273 ns	360.64593301435406 ns	0.95

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

[codecov]

Codecov Report

❌ Patch coverage is 90.12346% with 16 lines in your changes missing coverage. Please review.
✅ Project coverage is 86.70%. Comparing base (7e34a9c) to head (ea43a3e).

Files with missing lines	Patch %	Lines
src/MetalKernelsOld.jl	89.77%	9 Missing ⚠️
src/MetalKernels.jl	89.85%	7 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #917      +/-   ##
==========================================
- Coverage   87.01%   86.70%   -0.31%     
==========================================
  Files          92       93       +1     
  Lines        6733     6817      +84     
==========================================
+ Hits         5859     5911      +52     
- Misses        874      906      +32     

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[maleadt]

#994