Created
August 6, 2023 07:17
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Prefix sum poor fix
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@group(0) @binding(0) | |
var<storage, read> numbers_input: array<u32>; | |
@group(0) @binding(1) | |
var<storage, read_write> numbers_output: array<u32>; | |
var<workgroup> shared_atomic: array<atomic<u32>, 64>; | |
var<workgroup> shared_workgroup_memory: array<u32, 64>; | |
fn prefix_sum_swap(wid: u32, lo: u32, hi: u32) { | |
let before = shared_workgroup_memory[wid + lo]; | |
let after = shared_workgroup_memory[wid + hi]; | |
shared_workgroup_memory[wid + lo] = after; | |
shared_workgroup_memory[wid + hi] += before; | |
} | |
fn prefix_sum_block_exclusive(wid: u32) { | |
for (var i: u32 = 1u; i < 64u; i = i << 1u) { | |
workgroupBarrier(); | |
if wid < 64u { | |
if wid % (2u * i) == 0u { | |
shared_workgroup_memory[wid + (2u * i) - 1u] += shared_workgroup_memory[wid + i - 1u]; | |
} | |
} | |
} | |
workgroupBarrier(); | |
// special case for first iteration | |
if wid < 64u { | |
if wid % 64u == 0u { | |
// 64 / 2 - 1 = 31 | |
let before = shared_workgroup_memory[(64u / 2u) - 1u]; | |
shared_workgroup_memory[(64u / 2u) - 1u] = 0u; | |
shared_workgroup_memory[64u - 1u] = before; | |
} | |
} | |
workgroupBarrier(); | |
// 32 16 8 4 2 | |
for (var i: u32 = 64u / 2u; i > 1u; i = i >> 1u) { | |
workgroupBarrier(); | |
if wid < 64u { | |
if wid % i == 0u { | |
prefix_sum_swap(wid, (i / 2u) - 1u, i - 1u); | |
} | |
} | |
} | |
workgroupBarrier(); | |
} | |
@compute @workgroup_size(256, 1, 1) | |
fn prefix_sum( | |
@builtin(global_invocation_id) invocation_id: vec3<u32>, | |
@builtin(local_invocation_id) workgroup_id: vec3<u32>, | |
@builtin(num_workgroups) num_workgroups: vec3<u32> | |
) { | |
let id = invocation_id.x; | |
let wid = workgroup_id.x; | |
let digit = numbers_input[id] & 63u; | |
atomicAdd(&shared_atomic[digit], 1u); | |
workgroupBarrier(); | |
let b = atomicLoad(&shared_atomic[wid]); | |
workgroupBarrier(); | |
if wid < 64u { | |
shared_workgroup_memory[wid] = b; | |
} | |
workgroupBarrier(); | |
prefix_sum_block_exclusive(wid); | |
numbers_output[id] = shared_workgroup_memory[digit]; | |
//numbers_output[id] = shared_workgroup_memory[wid % 64u]; | |
} |
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