ggml-webgpu: Fix how to dispatch WG to some ops (#23750)
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@@ -49,12 +49,14 @@ struct Params{
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var<uniform> params: Params;
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@compute @workgroup_size(WG_SIZE)
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fn main(@builtin(global_invocation_id) gid: vec3<u32>) {
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if (gid.x >= params.ne) {
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fn main(
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@builtin(global_invocation_index) gindex: u32,
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) {
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if (gindex >= params.ne) {
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return;
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}
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var i = gid.x;
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var i = gindex;
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let i3 = i / (params.src_ne2 * params.src_ne1 * params.src_ne0);
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i = i % (params.src_ne2 * params.src_ne1 * params.src_ne0);
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let i2 = i / (params.src_ne1 * params.src_ne0);
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@@ -62,7 +64,7 @@ fn main(@builtin(global_invocation_id) gid: vec3<u32>) {
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let i1 = i / params.src_ne0;
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let i0 = i % params.src_ne0;
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var j = gid.x;
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var j = gindex;
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let j3 = j / (params.dst_ne2 * params.dst_ne1 * params.dst_ne0);
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j = j % (params.dst_ne2 * params.dst_ne1 * params.dst_ne0);
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let j2 = j / (params.dst_ne1 * params.dst_ne0);
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@@ -21,35 +21,32 @@ var<workgroup> count:atomic<u32>;
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@compute @workgroup_size(WG_SIZE)
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fn main(@builtin(workgroup_id) wg_id: vec3<u32>,
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@builtin(local_invocation_id) local_id: vec3<u32>,
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@builtin(num_workgroups) num_wg: vec3<u32>) {
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@builtin(local_invocation_id) local_id: vec3<u32>) {
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let thread_id = local_id.x;
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let own_expert = wg_id.y * num_wg.x + wg_id.x; // the expert assigned to this workgroup
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let own_expert = wg_id.x; // the expert assigned to this workgroup
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if (own_expert < params.n_expert) {
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if (thread_id == 0u) {
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atomicStore(&count, 0);
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}
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if (thread_id == 0u) {
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atomicStore(&count, 0);
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}
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workgroupBarrier();
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workgroupBarrier();
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for (var i = thread_id;i < params.n_expert_used * params.n_tokens;i += WG_SIZE) {
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let row = i / params.n_expert_used;
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let col = i % params.n_expert_used;
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let expert = u32(ids[params.offset_ids + row * params.stride_ids_1 + col]);
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if (own_expert == expert) {
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let pos = atomicAdd(&count, 1u);
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let gathered_id = own_expert * params.n_tokens + pos;
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global_gathered_expert_used[gathered_id] = col;
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global_gathered_tokens[gathered_id] = row;
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}
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}
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workgroupBarrier();
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if (thread_id == 0u) {
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gathered_count_ids[own_expert] = atomicLoad(&count);
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for (var i = thread_id;i < params.n_expert_used * params.n_tokens;i += WG_SIZE) {
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let row = i / params.n_expert_used;
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let col = i % params.n_expert_used;
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let expert = u32(ids[params.offset_ids + row * params.stride_ids_1 + col]);
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if (own_expert == expert) {
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let pos = atomicAdd(&count, 1u);
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let gathered_id = own_expert * params.n_tokens + pos;
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global_gathered_expert_used[gathered_id] = col;
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global_gathered_tokens[gathered_id] = row;
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}
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}
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workgroupBarrier();
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if (thread_id == 0u) {
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gathered_count_ids[own_expert] = atomicLoad(&count);
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}
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}
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