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dlxj
todo: 基于 CUDA 13.0 编译
2517be1
@group(0) @binding(0)
var<storage, read_write> src: array<f32>;
@group(0) @binding(1)
var<storage, read_write> dst: array<f32>;
struct Params {
ne: u32, // total number of elements
offset_src: u32, // in elements
offset_dst: u32, // in elements
// Strides (in elements)
stride_src0: u32,
stride_src1: u32,
stride_src2: u32,
stride_src3: u32,
// Logical shapes
src_ne0: u32,
src_ne1: u32,
src_ne2: u32,
src_ne3: u32,
dst_ne0: u32,
dst_ne1: u32,
dst_ne2: u32,
dst_ne3: u32,
// Pad sizes (in elements)
lp0: u32,
rp0: u32,
lp1: u32,
rp1: u32,
lp2: u32,
rp2: u32,
lp3: u32,
rp3: u32,
};
@group(0) @binding(2)
var<uniform> params: Params;
fn wrap_around(idx: i32, n: u32) -> u32 {
return u32(idx + i32(n)) % n;
}
@compute @workgroup_size(WG_SIZE)
fn main(@builtin(global_invocation_id) gid: vec3<u32>) {
if (gid.x >= params.ne) {
return;
}
var i = gid.x;
let dst_plane = params.dst_ne2 * params.dst_ne1 * params.dst_ne0;
let i3 = i / dst_plane;
i = i % dst_plane;
let i2 = i / (params.dst_ne1 * params.dst_ne0);
i = i % (params.dst_ne1 * params.dst_ne0);
let i1 = i / params.dst_ne0;
let i0 = i % params.dst_ne0;
var value: f32 = 0.0;
#ifdef CIRCULAR
let ci0 = wrap_around(i32(i0) - i32(params.lp0), params.src_ne0);
let ci1 = wrap_around(i32(i1) - i32(params.lp1), params.src_ne1);
let ci2 = wrap_around(i32(i2) - i32(params.lp2), params.src_ne2);
let ci3 = wrap_around(i32(i3) - i32(params.lp3), params.src_ne3);
let circular_src_idx = ci0 * params.stride_src0 + ci1 * params.stride_src1 +
ci2 * params.stride_src2 + ci3 * params.stride_src3;
value = src[params.offset_src + circular_src_idx];
#else
let is_src =
(i0 >= params.lp0 && i0 < params.dst_ne0 - params.rp0) &&
(i1 >= params.lp1 && i1 < params.dst_ne1 - params.rp1) &&
(i2 >= params.lp2 && i2 < params.dst_ne2 - params.rp2) &&
(i3 >= params.lp3 && i3 < params.dst_ne3 - params.rp3);
if (is_src) {
let src_idx = (i0 - params.lp0) * params.stride_src0 + (i1 - params.lp1) * params.stride_src1 +
(i2 - params.lp2) * params.stride_src2 + (i3 - params.lp3) * params.stride_src3;
value = src[params.offset_src + src_idx];
}
#endif
dst[params.offset_dst + gid.x] = value;
}