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add N for hardware indices #541

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39 changes: 27 additions & 12 deletions src/KernelAbstractions.jl
Original file line number Diff line number Diff line change
@@ -16,13 +16,15 @@ using StaticArrays
using Adapt

"""
@kernel function f(args) end
@kernel [N] function f(args) end
Takes a function definition and generates a [`Kernel`](@ref) constructor from it.
The enclosed function is allowed to contain kernel language constructs.
In order to call it the kernel has first to be specialized on the backend
and then invoked on the arguments.
The optional `N` parameter can be used to fix the number of dimensions used for the ndrange.
# Kernel language
- [`@Const`](@ref)
@@ -50,11 +52,11 @@ synchronize(backend)
```
"""
macro kernel(expr)
__kernel(expr, #=generate_cpu=# true, #=force_inbounds=# false)
__kernel(DynamicSize(), expr, #=generate_cpu=# true, #=force_inbounds=# false)
end

"""
@kernel config function f(args) end
@kernel [N] config function f(args) end
This allows for two different configurations:
@@ -68,17 +70,20 @@ This allows for two different configurations:
"""
macro kernel(ex...)
if length(ex) == 1
__kernel(ex[1], true, false)
__kernel(DynamicSize(), ex[1], true, false)
else
generate_cpu = true
force_inbounds = false
N = DynamicSize() # TODO parse N
for i in 1:(length(ex) - 1)
if ex[i] isa Expr && ex[i].head == :(=) &&
ex[i].args[1] == :cpu && ex[i].args[2] isa Bool
generate_cpu = ex[i].args[2]
elseif ex[i] isa Expr && ex[i].head == :(=) &&
ex[i].args[1] == :inbounds && ex[i].args[2] isa Bool
force_inbounds = ex[i].args[2]
elseif ex[i] isa Int
N = StaticSize(ex[i])
else
error(
"Configuration should be of form:\n" *
@@ -88,7 +93,7 @@ macro kernel(ex...)
)
end
end
__kernel(ex[end], generate_cpu, force_inbounds)
__kernel(N, ex[end], generate_cpu, force_inbounds)
end
end

@@ -584,17 +589,18 @@ in a workgroup.
```
As well as the on-device functionality.
"""
struct Kernel{Backend, WorkgroupSize <: _Size, NDRange <: _Size, Fun}
struct Kernel{Backend, N <: _Size, WorkgroupSize <: _Size, NDRange <: _Size, Fun}
backend::Backend
f::Fun
end

function Base.similar(kernel::Kernel{D, WS, ND}, f::F) where {D, WS, ND, F}
Kernel{D, WS, ND, F}(kernel.backend, f)
function Base.similar(kernel::Kernel{D, N, WS, ND}, f::F) where {D, N, WS, ND, F}
Kernel{D, N, WS, ND, F}(kernel.backend, f)
end

workgroupsize(::Kernel{D, WorkgroupSize}) where {D, WorkgroupSize} = WorkgroupSize
ndrange(::Kernel{D, WorkgroupSize, NDRange}) where {D, WorkgroupSize, NDRange} = NDRange
workgroupsize(::Kernel{D, N, WorkgroupSize}) where {D, N, WorkgroupSize} = WorkgroupSize
ndrange(::Kernel{D, N, WorkgroupSize, NDRange}) where {D, N, WorkgroupSize, NDRange} = NDRange
ndims(::Kernel{D, N}) where {D, N} = N
backend(kernel::Kernel) = kernel.backend

"""
@@ -603,6 +609,7 @@ Partition a kernel for the given ndrange and workgroupsize.
@inline function partition(kernel, ndrange, workgroupsize)
static_ndrange = KernelAbstractions.ndrange(kernel)
static_workgroupsize = KernelAbstractions.workgroupsize(kernel)
static_ndims = KernelAbstractions.ndims(kernel)

if ndrange === nothing && static_ndrange <: DynamicSize ||
workgroupsize === nothing && static_workgroupsize <: DynamicSize
@@ -653,12 +660,20 @@ Partition a kernel for the given ndrange and workgroupsize.
workgroupsize = CartesianIndices(workgroupsize)
end

if static_ndims <: StaticSize
N = only(get(static_ndims))
if N !== length(ndrange)
error("Mismatch between static kernel dimension (N=$N) and ndrange=$ndrange")
end
end

# TODO: Add static_ndims
iterspace = NDRange{length(ndrange), static_blocks, static_workgroupsize}(blocks, workgroupsize)
return iterspace, dynamic
end

function construct(backend::Backend, ::S, ::NDRange, xpu_name::XPUName) where {Backend <: Union{CPU, GPU}, S <: _Size, NDRange <: _Size, XPUName}
return Kernel{Backend, S, NDRange, XPUName}(backend, xpu_name)
function construct(backend::Backend, ::N, ::S, ::NDRange, xpu_name::XPUName) where {Backend <: Union{CPU, GPU}, N <: _Size, S <: _Size, NDRange <: _Size, XPUName}
return Kernel{Backend, N, S, NDRange, XPUName}(backend, xpu_name)
end

###
6 changes: 3 additions & 3 deletions src/macros.jl
Original file line number Diff line number Diff line change
@@ -10,7 +10,7 @@ function find_return(stmt)
end

# XXX: Proper errors
function __kernel(expr, generate_cpu = true, force_inbounds = false)
function __kernel(N, expr, generate_cpu = true, force_inbounds = false)
def = splitdef(expr)
name = def[:name]
args = def[:args]
@@ -57,10 +57,10 @@ function __kernel(expr, generate_cpu = true, force_inbounds = false)
$name(dev, size, range) = $name(dev, $StaticSize(size), $StaticSize(range))
function $name(dev::Dev, sz::S, range::NDRange) where {Dev, S <: $_Size, NDRange <: $_Size}
if $isgpu(dev)
return $construct(dev, sz, range, $gpu_name)
return $construct(dev, $(N), sz, range, $gpu_name)
else
if $generate_cpu
return $construct(dev, sz, range, $cpu_name)
return $construct(dev, $(N), sz, range, $cpu_name)
else
error("This kernel is unavailable for backend CPU")
end
11 changes: 11 additions & 0 deletions test/runtests.jl
Original file line number Diff line number Diff line change
@@ -21,6 +21,17 @@
end
@test_throws ErrorException("This kernel is unavailable for backend CPU") my_no_cpu_kernel(CPU())

@kernel 1 function OneD()
end

@kernel 2 function TwoD()
end

@test OneD(CPU())(ndrange=1024) === nothing
@test_throws ErrorException("Mismatch between static kernel dimension (N=1) and ndrange=(1024, 1)") OneD(CPU())(ndrange=(1024, 1))
@test_throws ErrorException("Mismatch between static kernel dimension (N=2) and ndrange=(1024, 1)") TwoD(CPU())(ndrange=1024)

Check failure on line 32 in test/runtests.jl

GitHub Actions / CI (1.8, macOS-latest, x64)

Test Failed Expression: (TwoD(CPU()))(ndrange = 1024) Expected: ErrorException("Mismatch between static kernel dimension (N=2) and ndrange=(1024, 1)") Thrown: ErrorException("Mismatch between static kernel dimension (N=2) and ndrange=(1024,)")
@test TwoD(CPU())(ndrange=(1024,1)) === nothing

# testing multiple configurations at the same time
@kernel cpu = false inbounds = false function my_no_cpu_kernel2(a)
end
4 changes: 2 additions & 2 deletions test/test.jl
Original file line number Diff line number Diff line change
@@ -10,7 +10,7 @@ identity(x) = x
function unittest_testsuite(Backend, backend_str, backend_mod, BackendArrayT; skip_tests = Set{String}())
@conditional_testset "partition" skip_tests begin
backend = Backend()
let kernel = KernelAbstractions.Kernel{typeof(backend), StaticSize{(64,)}, DynamicSize, typeof(identity)}(backend, identity)
let kernel = KernelAbstractions.Kernel{typeof(backend), DynamicSize, StaticSize{(64,)}, DynamicSize, typeof(identity)}(backend, identity)
iterspace, dynamic = KernelAbstractions.partition(kernel, (128,), nothing)
@test length(blocks(iterspace)) == 2
@test dynamic isa NoDynamicCheck
@@ -26,7 +26,7 @@ function unittest_testsuite(Backend, backend_str, backend_mod, BackendArrayT; sk
@test_throws ErrorException KernelAbstractions.partition(kernel, (129,), (65,))
@test KernelAbstractions.backend(kernel) == backend
end
let kernel = KernelAbstractions.Kernel{typeof(backend), StaticSize{(64,)}, StaticSize{(128,)}, typeof(identity)}(backend, identity)
let kernel = KernelAbstractions.Kernel{typeof(backend), DynamicSize, StaticSize{(64,)}, StaticSize{(128,)}, typeof(identity)}(backend, identity)
iterspace, dynamic = KernelAbstractions.partition(kernel, (128,), nothing)
@test length(blocks(iterspace)) == 2
@test dynamic isa NoDynamicCheck