ggml-webgpu: Fix some binding alias issues to support all archs, fix recurrent-state-rollback test (#25931)
* Add overlap glu variant to support all archs, fix recurrent-state-rollback test * format * Fix all arch overlapped ranges * format * diagnose bus error on apple ci * More testing * more testing * more targeted testing * Fix bug in alignment for > 4gb buffer offsets * Fix bug in view offsets * Try avoiding multi_buffers * not fixed yet, more logging :( * Handle edge case in set_rows * Try looking at view source * Skip deepseek32 for now and clean up trace infrastructure * simplify skipping * last cleanup * actually final cleanup * update handling of overlap * format * try skipping other failing model
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@@ -96,7 +96,22 @@ struct Params {
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@group(0) @binding(0)
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var<storage, read_write> src0: array<DataType>;
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#ifdef NO_SPLIT
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#ifdef SRC_OVERLAP
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@group(0) @binding(1)
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var<storage, read_write> dst: array<DataType>;
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@group(0) @binding(2)
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var<uniform> params: Params;
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fn a_value(base: u32) -> DataType {
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return src0[base];
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}
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fn b_value(base: u32) -> DataType {
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return src0[base];
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}
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#elif defined(NO_SPLIT)
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@group(0) @binding(1)
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var<storage, read_write> dst: array<DataType>;
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@@ -46,12 +46,29 @@ struct Params {
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@group(0) @binding(0) var<storage, read_write> s_in: array<f32>;
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#ifdef XBC_OVERLAP
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@group(0) @binding(1) var<storage, read_write> x_B_C_merged: array<f32>;
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@group(0) @binding(2) var<storage, read_write> dt: array<f32>;
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@group(0) @binding(3) var<storage, read_write> A: array<f32>;
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@group(0) @binding(4) var<storage, read_write> ids: array<i32>;
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@group(0) @binding(5) var<storage, read_write> dst: array<f32>;
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@group(0) @binding(6) var<uniform> params: Params;
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#ifdef IDS_OVERLAP
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@group(0) @binding(1) var<storage, read_write> x_dt_B_C_ids_merged: array<u32>;
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#ifdef A_OVERLAP
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@group(0) @binding(2) var<storage, read_write> dst: array<f32>;
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@group(0) @binding(3) var<uniform> params: Params;
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#else
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@group(0) @binding(2) var<storage, read_write> A: array<f32>;
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@group(0) @binding(3) var<storage, read_write> dst: array<f32>;
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@group(0) @binding(4) var<uniform> params: Params;
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#endif
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#else
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@group(0) @binding(1) var<storage, read_write> x_dt_B_C_merged: array<f32>;
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#ifdef A_OVERLAP
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@group(0) @binding(2) var<storage, read_write> ids: array<i32>;
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@group(0) @binding(3) var<storage, read_write> dst: array<f32>;
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@group(0) @binding(4) var<uniform> params: Params;
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#else
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@group(0) @binding(2) var<storage, read_write> A: array<f32>;
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@group(0) @binding(3) var<storage, read_write> ids: array<i32>;
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@group(0) @binding(4) var<storage, read_write> dst: array<f32>;
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@group(0) @binding(5) var<uniform> params: Params;
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#endif
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#endif
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#else
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@group(0) @binding(1) var<storage, read_write> x: array<f32>;
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@group(0) @binding(2) var<storage, read_write> dt: array<f32>;
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@@ -71,6 +88,24 @@ fn reduce_base(token_in_tile: u32) -> u32 {
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return token_in_tile * WG_SIZE;
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}
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#ifdef XBC_OVERLAP
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fn read_merged_f32(idx: u32) -> f32 {
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#ifdef IDS_OVERLAP
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return bitcast<f32>(x_dt_B_C_ids_merged[idx]);
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#else
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return x_dt_B_C_merged[idx];
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#endif
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}
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#endif
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fn read_state_slot(i3: u32) -> u32 {
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#ifdef IDS_OVERLAP
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return x_dt_B_C_ids_merged[params.offset_ids + i3];
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#else
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return u32(ids[params.offset_ids + i3]);
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#endif
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}
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@compute @workgroup_size(WG_SIZE)
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fn main(
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@builtin(local_invocation_id) local_id: vec3<u32>,
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@@ -90,13 +125,18 @@ fn main(
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let ir = head_seq % params.n_head;
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let i3 = head_seq / params.n_head;
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let state_slot = u32(ids[params.offset_ids + i3]);
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let state_slot = read_state_slot(i3);
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let g = ir / (params.n_head / params.n_group);
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let s_idx = params.offset_s + tid + i1 * params.stride_s1 + ir * params.stride_s2 + state_slot * params.stride_s3;
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var s_prev = s_in[s_idx];
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let A0 = A[params.offset_A + (tid % params.a_ne0) + ir * params.stride_A1];
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let a_idx = params.offset_A + (tid % params.a_ne0) + ir * params.stride_A1;
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#ifdef A_OVERLAP
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let A0 = read_merged_f32(a_idx);
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#else
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let A0 = A[a_idx];
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#endif
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for (var token_base = 0u; token_base < params.n_seq_tokens; token_base += TOKENS_PER_TILE) {
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if (tid < TOKENS_PER_TILE) {
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@@ -104,11 +144,15 @@ fn main(
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if (token < params.n_seq_tokens) {
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let x_idx = params.offset_x + i1 + ir * params.stride_x1 + token * params.stride_x2 + i3 * params.stride_x3;
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let dt_idx = params.offset_dt + ir + token * params.stride_dt1 + i3 * params.stride_dt2;
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#ifdef XBC_OVERLAP
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let dt0 = read_merged_f32(dt_idx);
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#else
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let dt0 = dt[dt_idx];
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#endif
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let dtsp = select(log(1.0 + exp(dt0)), dt0, dt0 > 20.0);
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shared_dtsp[tid] = dtsp;
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#ifdef XBC_OVERLAP
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shared_x_dt[tid] = x_B_C_merged[x_idx] * dtsp;
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shared_x_dt[tid] = read_merged_f32(x_idx) * dtsp;
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#else
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shared_x_dt[tid] = x[x_idx] * dtsp;
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#endif
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@@ -130,7 +174,7 @@ fn main(
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let b_idx = params.offset_B + tid + g * params.stride_B1 + token * params.stride_B2 + i3 * params.stride_B3;
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let c_idx = params.offset_C + tid + g * params.stride_C1 + token * params.stride_C2 + i3 * params.stride_C3;
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#ifdef XBC_OVERLAP
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let s = s_prev * dA + x_B_C_merged[b_idx] * x_dt;
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let s = s_prev * dA + read_merged_f32(b_idx) * x_dt;
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#else
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let s = s_prev * dA + B[b_idx] * x_dt;
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#endif
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@@ -138,7 +182,7 @@ fn main(
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#ifdef USE_SUBGROUP_REDUCTION
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#ifdef XBC_OVERLAP
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let subgroup_partial = subgroupAdd(s * x_B_C_merged[c_idx]);
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let subgroup_partial = subgroupAdd(s * read_merged_f32(c_idx));
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#else
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let subgroup_partial = subgroupAdd(s * C[c_idx]);
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#endif
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@@ -147,7 +191,7 @@ fn main(
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}
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#else
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#ifdef XBC_OVERLAP
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shared_reduce[reduce_idx] = s * x_B_C_merged[c_idx];
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shared_reduce[reduce_idx] = s * read_merged_f32(c_idx);
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#else
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shared_reduce[reduce_idx] = s * C[c_idx];
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#endif
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