Add Statistics in KA, (only mean and var implemented) - #64

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yolhan83 wants to merge 23 commits into

JuliaGPU:mainfrom

Commits on Aug 19, 2025

Add Statistics in KA, (only mean and var implemented)
yolhan83
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c8b3fe3
make Float32 the type integers promote to
yolhan83
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b0a8954
use a kernel to substract the mean (perf boost and test to fix Metal)
yolhan83
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1af77d6
fix
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c897aa7
make gpu friendly backends
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f31b232
use _ convention for kernels
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e6428f2
f32 default on docs
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fd17ece
fix
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3e57905
fix reducing multi-dim arrray to scalar
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072d55b
add kenel for multi dim var >3
yolhan83
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f6977d6
fix reducing multi-dim arrray to scalar
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59622e7
kernel like cpu
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d7cc95d
tiny perf
yolhan83
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3d01489
fix
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b8ca7c6
add benchmarks
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009cfa9
little perf improvment
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35b5322
rework var completly
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038a86e
add doc back
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bb68e51
avoid rm new line
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face574
another new line
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f93a708

Commits on Aug 20, 2025

other lines
yolhan83
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2e0967d
other lines
yolhan83
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bc7869f
only keep mean and var for now
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1b77f18