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https://github.com/ROCm/composable_kernel.git
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No atomic passes!
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@@ -5,6 +5,10 @@
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#include "fused_moegemm_api_traits.hpp"
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#include "ck_tile/ops/fused_moe.hpp"
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#include "ck_tile/ops/fused_moe/kernel/fused_moegemm_tile_partitioner_no_atomic.hpp"
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#include "ck_tile/ops/fused_moe/kernel/fused_moegemm_tile_partitioner_debug.hpp"
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#include "ck_tile/ops/fused_moe/kernel/fused_moegemm_tile_partitioner_simple_no_atomic.hpp"
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#include "ck_tile/ops/fused_moe/pipeline/fused_moegemm_pipeline_flatmm_policy_no_atomic.hpp"
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#include <iostream>
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template <ck_tile::index_t... Is>
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@@ -14,7 +18,8 @@ using S = ck_tile::sequence<Is...>;
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template <typename Ts_>
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float fused_moegemm_(const ck_tile::stream_config& s, fused_moegemm_args a)
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{
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using f_traits = ck_tile::FusedMoeGemmTraits<Ts_::GateOnly, Ts_::FusedQuant == 1, 1 /*atomic*/>;
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// STEP 1: Test no-atomic with simple partitioner
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using f_traits = ck_tile::FusedMoeGemmTraits<Ts_::GateOnly, Ts_::FusedQuant == 1, 0 /*NO atomic*/>;
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using f_shape = ck_tile::FusedMoeGemmShape<typename Ts_::BlockTile_0,
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typename Ts_::WarpPerBlock_0,
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typename Ts_::WarpTile_0,
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@@ -48,11 +53,14 @@ float fused_moegemm_(const ck_tile::stream_config& s, fused_moegemm_args a)
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f_traits>;
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// using f_pipeline = ck_tile::FusedMoeGemmPipeline_FlatmmEx<f_problem>;
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using f_pipeline = ck_tile::FusedMoeGemmPipeline_FlatmmUk<f_problem>;
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using f_partitioner = ck_tile::FusedMoeGemmTilePartitioner_Linear<f_shape>;
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// FINAL: Complete no-atomic implementation
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using f_pipeline = ck_tile::FusedMoeGemmPipeline_FlatmmUk<f_problem, ck_tile::FusedMoeGemmPipelineFlatmmPolicy_NoAtomic>;
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// FINAL: Production-ready no-atomic partitioner with proper validation
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using f_partitioner = ck_tile::FusedMoeGemmTilePartitioner_NoAtomic<f_shape>;
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using f_kernel = ck_tile::FusedMoeGemmKernel<f_partitioner, f_pipeline, void>;
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const dim3 grids = dim3(1, 1, 1); //f_kernel::GridSize(a);
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// CHANGE 3: Use proper grid calculation (no longer hardcoded)
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const dim3 grids = f_kernel::GridSize(a);
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const dim3 blocks = f_kernel::BlockSize();
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constexpr ck_tile::index_t kBlockPerCu = 1;
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@@ -382,6 +382,7 @@ struct FusedMoeGemmKernel
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return d_window_;
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}();
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static_assert(false && "This code path should be hit");
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auto o_window = [&]() {
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ODataType* o_ptr = reinterpret_cast<ODataType*>(kargs.o_ptr);
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auto o_view_ = make_naive_tensor_view<address_space_enum::global,
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