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JuliaGPU / cuTile.jl Public

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Integrate with CUDA.jl + reduce launch overhead#214

Merged

maleadt merged 15 commits into

mainJuliaGPU/cuTile.jl:mainfrom

tb/cuda_integrationJuliaGPU/cuTile.jl:tb/cuda_integrationCopy head branch name to clipboard

May 1, 2026

Conversation Commits15 (15)Checks Files changed

Merged

Integrate with CUDA.jl + reduce launch overhead#214
maleadt merged 15 commits into
mainfrom
tb/cuda_integration

Commits

Commits on Apr 30, 2026

Drop CUDAExt: depend on CUDACore directly.
maleadt
committed
Use Adapt.jl for kernel argument conversion.
maleadt
committed
Add TileBackend, TileKernel, and cufunction.
maleadt
committed
Hoist `(ci, res)` lookup out of the emit_*! chain.
maleadt
committed
Specialize `cufunction` on `tt`, fold argtypes derivation into `@generated`.
maleadt
committed
Handle nospecialize'd kernels.
maleadt
committed
Optimize check_tile_ir_support.
maleadt
committed
Add `DefaultBackend()` and default `blocks=1` for `TileKernel`.

maleadt
and
claude
committed
Migrate all kernel launches.
maleadt
committed
Seed `KernelState` from the task-local RNG instead of `RandomDevice`.

maleadt
and
claude
committed
Make `(::TileKernel)(args...)` `@generated`.

maleadt
and
claude
committed
Use an `isbits` `TileCacheKey` as the launch-cache owner.

maleadt
and
claude
committed
Bump dependencies.
maleadt
committed
Remove GH:A CI.
maleadt
committed
Simplify CI.
maleadt
committed

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