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include("gemv.jl") |
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for (func, elty) in [(:CLBlastSgemv, Float32), (:CLBlastDgemv, Float64), | ||
(:CLBlastCgemv, Complex64), (:CLBlastZgemv, Complex128)] | ||
#TODO: (:CLBlastHgemv, Float16) | ||
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@eval function $func(layout::CLBlastLayout, a_transpose::CLBlastTranspose, | ||
m::Integer, n::Integer, | ||
alpha::$elty, | ||
a_buffer::cl.CL_mem, a_offset::Integer, a_ld::Integer, | ||
x_buffer::cl.CL_mem, x_offset::Integer, x_inc::Integer, | ||
beta::$elty, | ||
y_buffer::cl.CL_mem, y_offset::Integer, y_inc::Integer, | ||
queue::cl.CmdQueue, event::cl.Event) | ||
err = ccall( | ||
($(string(func)), libCLBlast), | ||
cl.CL_int, | ||
(Cint, Cint, Csize_t, Csize_t, $elty, Ptr{Void}, Csize_t, Csize_t, Ptr{Void}, Csize_t, Csize_t, | ||
$elty, Ptr{Void}, Csize_t, Csize_t, Ptr{Void}, Ptr{Void}), | ||
Cint(layout), Cint(a_transpose), m, n, alpha, a_buffer, a_offset, a_ld, x_buffer, x_offset, x_inc, | ||
beta, y_buffer, y_offset, y_inc, Ref(queue), Ref(event) | ||
) | ||
if err != cl.CL_SUCCESS | ||
println(STDERR, "Calling function $(string($func)) failed!") | ||
throw(CLBlastError(err)) | ||
end | ||
return err | ||
end | ||
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@eval function gemv!(tA::Char, α::Number, A::cl.CLArray{$elty,2}, | ||
x::cl.CLArray{$elty}, β::Number, y::cl.CLArray{$elty}; | ||
queue::cl.CmdQueue=cl.queue(y)) | ||
# check and convert arguments | ||
m, n = size(A) | ||
if tA == 'N' | ||
a_transpose = CLBlastTransposeNo | ||
if length(x) != n || length(y) != m | ||
throw(DimensionMismatch("A has dimensions $(size(A)), x has length $(length(x)) and y has length $(length(y)).")) | ||
end | ||
elseif tA == 'T' || tA == 'C' && $elty <: Real | ||
a_transpose = CLBlastTransposeYes | ||
if length(x) != m || length(y) != n | ||
throw(DimensionMismatch("The adjoint of A has dimensions $n, $m, x has length $(length(x)) and y has length $(length(y))")) | ||
end | ||
elseif tA == 'C' && $elty <: Complex | ||
a_transpose = CLBlastTransposeConjugate | ||
if length(x) != m || length(y) != n | ||
throw(DimensionMismatch("The transpose of A has dimensions $n, $m, x has length $(length(x)) and y has length $(length(y)).")) | ||
end | ||
else | ||
throw(ArgumentError("Transpose marker `tA` is $(tA) but only 'N', 'T', and 'C' are allowed.")) | ||
end | ||
alpha = convert($elty, α) | ||
beta = convert($elty, β) | ||
layout = CLBlastLayoutColMajor | ||
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# output event | ||
event = cl.Event(C_NULL) | ||
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$func(layout, a_transpose, | ||
m, n, | ||
alpha, | ||
pointer(A), 0, m, | ||
pointer(x), 0, 1, | ||
beta, | ||
pointer(y), 0, 1, | ||
queue, event) | ||
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# wait for kernel | ||
cl.wait(event) | ||
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nothing | ||
end | ||
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end | ||
#= | ||
function CLBlastSgemv(layout::CLBlastLayout, a_transpose::CLBlastTranspose, | ||
m::Integer, n::Integer, | ||
alpha::Float32, | ||
a_buffer::cl.CL_mem, a_offset::Integer, a_ld::Integer, | ||
x_buffer::cl.CL_mem, x_offset::Integer, x_inc::Integer, | ||
beta::Float32, | ||
y_buffer::cl.CL_mem, y_offset::Integer, y_inc::Integer, | ||
queue::cl.CmdQueue, event::cl.Event) | ||
err = ccall( | ||
("CLBlastSgemv", libCLBlast), | ||
cl.CL_int, | ||
(Cint, Cint, Csize_t, Csize_t, Float32, Ptr{Void}, Csize_t, Csize_t, Ptr{Void}, Csize_t, Csize_t, | ||
Float32, Ptr{Void}, Csize_t, Csize_t, Ptr{Void}, Ptr{Void}), | ||
Cint(layout), Cint(a_transpose), m, n, alpha, a_buffer, a_offset, a_ld, x_buffer, x_offset, x_inc, | ||
beta, y_buffer, y_offset, y_inc, Ref(queue), Ref(event) | ||
) | ||
if err != cl.CL_SUCCESS | ||
println(STDERR, "Calling function CLBlastSgemv failed!") | ||
throw(cl.CLError(err)) | ||
end | ||
return err | ||
end | ||
function gemv!(tA::Char, α::Number, A::cl.CLArray{Float32,2}, | ||
x::cl.CLArray{Float32}, β::Number, y::cl.CLArray{Float32}; | ||
queue::cl.CmdQueue=cl.queue(y)) | ||
# check and convert arguments | ||
m, n = size(A) | ||
if tA == 'N' | ||
a_transpose = CLBlastTransposeNo | ||
if length(x) != n || length(y) != m | ||
#throw(DimensionMismatch("A has dimensions $(size(A)), x has length $(length(x)) and y has length $(length(y)).")) | ||
end | ||
elseif tA == 'T' || tA == 'C' | ||
a_transpose = CLBlastTransposeYes | ||
if length(x) != m || length(y) != n | ||
#throw(DimensionMismatch("The adjoint of A has dimensions $n, $m, x has length $(length(x)) and y has length $(length(y))")) | ||
end | ||
else | ||
#throw(ArgumentError("Transpose marker `tA` is $(tA) but only 'N', 'T', and 'C' are allowed.")) | ||
end | ||
alpha = convert(Float32, α) | ||
beta = convert(Float32, β) | ||
layout = CLBlastLayoutRowMajor | ||
# output event | ||
event = cl.Event(C_NULL) | ||
CLBlastSgemv(layout, a_transpose, | ||
m, n, | ||
alpha, | ||
pointer(A), 0, 1, | ||
pointer(x), 0, 1, | ||
beta, | ||
pointer(y), 0, 1, | ||
queue, event) | ||
# wait for kernel | ||
cl.wait(event) | ||
nothing | ||
end | ||
=# |
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srand(12345) | ||
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@testset "gemv!" begin | ||
for elty in elty_L1 | ||
A = rand(elty, m_L2, n_L2) | ||
A_cl = cl.CLArray(queue, A) | ||
x = rand(elty, n_L2) | ||
x_cl = cl.CLArray(queue, x) | ||
y = rand(elty, m_L2) | ||
y_cl = cl.CLArray(queue, y) | ||
α = rand(elty) | ||
β = rand(elty) | ||
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is_linux() && elty == Complex64 && continue | ||
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@test_throws DimensionMismatch CLBlast.gemv!('T', α, A_cl, x_cl, β, y_cl, queue=queue) | ||
@test_throws DimensionMismatch CLBlast.gemv!('C', α, A_cl, x_cl, β, y_cl, queue=queue) | ||
CLBlast.gemv!('N', α, A_cl, x_cl, β, y_cl, queue=queue) | ||
LinAlg.BLAS.gemv!('N', α, A, x, β, y) | ||
@test cl.to_host(A_cl, queue=queue) ≈ A | ||
@test cl.to_host(x_cl, queue=queue) ≈ x | ||
@test cl.to_host(y_cl, queue=queue) ≈ y | ||
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@test_throws DimensionMismatch CLBlast.gemv!('N', α, A_cl, y_cl, β, x_cl, queue=queue) | ||
CLBlast.gemv!('T', α, A_cl, y_cl, β, x_cl, queue=queue) | ||
LinAlg.BLAS.gemv!('T', α, A, y, β, x) | ||
@test cl.to_host(A_cl, queue=queue) ≈ A | ||
@test cl.to_host(x_cl, queue=queue) ≈ x | ||
@test cl.to_host(y_cl, queue=queue) ≈ y | ||
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@test_throws DimensionMismatch CLBlast.gemv!('N', α, A_cl, y_cl, β, x_cl, queue=queue) | ||
CLBlast.gemv!('C', α, A_cl, y_cl, β, x_cl, queue=queue) | ||
LinAlg.BLAS.gemv!('C', α, A, y, β, x) | ||
@test cl.to_host(A_cl, queue=queue) ≈ A | ||
@test cl.to_host(x_cl, queue=queue) ≈ x | ||
@test cl.to_host(y_cl, queue=queue) ≈ y | ||
end | ||
end |
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