python3Packages.triton: add patch to support ROCm gfx906 target (#497412)
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@@ -0,0 +1,131 @@
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diff --git a/test/Conversion/amd/tritongpu_to_llvm.mlir b/test/Conversion/amd/tritongpu_to_llvm.mlir
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index 068e931a6..e651f7b0a 100644
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--- a/test/Conversion/amd/tritongpu_to_llvm.mlir
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+++ b/test/Conversion/amd/tritongpu_to_llvm.mlir
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@@ -1,5 +1,6 @@
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// RUN: triton-opt %s -split-input-file --allocate-shared-memory --convert-triton-amdgpu-to-llvm=arch=gfx942 --convert-builtin-func-to-llvm | FileCheck %s
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// RUN: triton-opt %s -split-input-file --allocate-shared-memory --convert-triton-amdgpu-to-llvm=arch=gfx950 | FileCheck %s --check-prefix=GFX950
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+// RUN: triton-opt %s -split-input-file --allocate-shared-memory --convert-triton-amdgpu-to-llvm=arch=gfx906 | FileCheck %s --check-prefix=GFX906
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module attributes {"ttg.num-ctas" = 1 : i32, "ttg.num-warps" = 4 : i32} {
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// CHECK-LABEL: atomic_add_f32_scalar
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@@ -633,3 +634,27 @@ module attributes {"ttg.num-ctas" = 1 : i32, "ttg.num-warps" = 4 : i32, "ttg.thr
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tt.return
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}
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}
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+
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+// -----
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+
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+// GFX906-LABEL: v_dot_fp16_gfx906
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+#blocked = #ttg.blocked<{sizePerThread = [1, 1], threadsPerWarp = [8, 8], warpsPerCTA = [2, 2], order = [1, 0]}>
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+module attributes {"ttg.target" = "hip:gfx906", "ttg.num-ctas" = 1 : i32, "ttg.num-warps" = 4 : i32, "ttg.threads-per-warp" = 64 : i32} {
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+ tt.func @v_dot_fp16_gfx906(%arg0: tensor<16x16xf16, #ttg.dot_op<{opIdx = 0, parent = #blocked}>>, %arg1: tensor<16x16xf16, #ttg.dot_op<{opIdx = 1, parent = #blocked}>>, %arg2: tensor<16x16xf32, #blocked>) {
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+ // GFX906-COUNT-8: llvm.call_intrinsic "llvm.amdgcn.fdot2"
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+ %0 = tt.dot %arg0, %arg1, %arg2, inputPrecision = ieee : tensor<16x16xf16, #ttg.dot_op<{opIdx = 0, parent = #blocked}>> * tensor<16x16xf16, #ttg.dot_op<{opIdx = 1, parent = #blocked}>> -> tensor<16x16xf32, #blocked>
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+ tt.return
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+ }
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+}
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+
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+// -----
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+
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+// GFX906-LABEL: v_dot_i8_gfx906
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+#blocked = #ttg.blocked<{sizePerThread = [1, 1], threadsPerWarp = [8, 8], warpsPerCTA = [2, 2], order = [1, 0]}>
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+module attributes {"ttg.target" = "hip:gfx906", "ttg.num-ctas" = 1 : i32, "ttg.num-warps" = 4 : i32, "ttg.threads-per-warp" = 64 : i32} {
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+ tt.func @v_dot_i8_gfx906(%arg0: tensor<16x16xi8, #ttg.dot_op<{opIdx = 0, parent = #blocked}>>, %arg1: tensor<16x16xi8, #ttg.dot_op<{opIdx = 1, parent = #blocked}>>, %arg2: tensor<16x16xi32, #blocked>) {
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+ // GFX906-COUNT-4: llvm.call_intrinsic "llvm.amdgcn.sdot4"
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+ %0 = tt.dot %arg0, %arg1, %arg2, inputPrecision = ieee : tensor<16x16xi8, #ttg.dot_op<{opIdx = 0, parent = #blocked}>> * tensor<16x16xi8, #ttg.dot_op<{opIdx = 1, parent = #blocked}>> -> tensor<16x16xi32, #blocked>
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+ tt.return
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+ }
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+}
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diff --git a/third_party/amd/include/TritonAMDGPUToLLVM/TargetUtils.h b/third_party/amd/include/TritonAMDGPUToLLVM/TargetUtils.h
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index a689fe438..5d84110dc 100644
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--- a/third_party/amd/include/TritonAMDGPUToLLVM/TargetUtils.h
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+++ b/third_party/amd/include/TritonAMDGPUToLLVM/TargetUtils.h
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@@ -8,6 +8,7 @@ namespace mlir::triton::AMD {
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// A list of ISA families we care about.
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enum class ISAFamily {
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Unknown,
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+ GCN5_1,
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CDNA1,
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CDNA2,
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CDNA3,
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diff --git a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp
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index af7b4b1f7..01cacc9de 100644
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--- a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp
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+++ b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp
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@@ -71,6 +71,7 @@ llvm::AMDGPU::GPUKind TargetInfo::getGPUKind() const {
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int TargetInfo::getWarpSize() const {
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switch (getISAFamily()) {
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+ case ISAFamily::GCN5_1:
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case ISAFamily::CDNA1:
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case ISAFamily::CDNA2:
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case ISAFamily::CDNA3:
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@@ -335,10 +336,10 @@ bool TargetInfo::warpReduce(RewriterBase &rewriter, Location loc,
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return true;
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if (numLaneToReduce != getWarpSize())
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return false;
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- if (isCDNA(getISAFamily()) && getISAFamily() == ISAFamily::CDNA1)
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- return false;
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- if (isRDNA(getISAFamily()) &&
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- llvm::is_contained({ISAFamily::RDNA1, ISAFamily::RDNA2}, getISAFamily()))
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+ // DPP warp reduce requires gfx90a+ (CDNA2+) or gfx11+ (RDNA3+).
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+ // Pre-CDNA2 GFX9 (gfx906/gfx908) and GFX10 (RDNA1/2) are excluded.
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+ auto v = getIsaVersion();
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+ if (!((v.Major == 9 && (v.Minor > 0 || v.Stepping >= 0xa)) || v.Major >= 11))
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return false;
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Operation *reduxOp = op.getSingleCombiner();
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@@ -438,7 +439,7 @@ bool TargetInfo::warpReduce(RewriterBase &rewriter, Location loc,
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buf = createDppReduxOpWithBoundCtrl(valType, buf, 1 + dppCtrlRowShr,
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allRows, allBanks);
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- if (isCDNA(getISAFamily())) {
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+ if (isCDNA(getISAFamily()) || getISAFamily() == ISAFamily::GCN5_1) {
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// row_bcast:15 row_mask:0xa
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buf = createDppReduxOpWithBoundCtrl(
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valType, buf, static_cast<uint32_t>(DppCtrl::BCAST15), 0xa, allBanks);
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diff --git a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp.rej b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp.rej
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new file mode 100644
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index 000000000..b75ab8f11
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--- /dev/null
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+++ b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp.rej
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@@ -0,0 +1,16 @@
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+diff a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetInfo.cpp (rejected hunks)
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+@@ -395,10 +396,10 @@ bool TargetInfo::warpReduce(RewriterBase &rewriter, Location loc,
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+ return true;
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+ if (reduceLaneIdMask != (getWarpSize() - 1))
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+ return false;
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+- if (isCDNA(getISAFamily()) && getISAFamily() == ISAFamily::CDNA1)
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+- return false;
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+- if (isRDNA(getISAFamily()) &&
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+- llvm::is_contained({ISAFamily::RDNA1, ISAFamily::RDNA2}, getISAFamily()))
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++ // DPP warp reduce requires gfx90a+ (CDNA2+) or gfx11+ (RDNA3+).
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++ // Pre-CDNA2 GFX9 (gfx906/gfx908) and GFX10 (RDNA1/2) are excluded.
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++ auto v = getIsaVersion();
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++ if (!((v.Major == 9 && (v.Minor > 0 || v.Stepping >= 0xa)) || v.Major >= 11))
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+ return false;
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+
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+ Operation *reduxOp = op.getSingleCombiner();
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diff --git a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetUtils.cpp b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetUtils.cpp
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index b79841ab5..afb80d9fb 100644
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--- a/third_party/amd/lib/TritonAMDGPUToLLVM/TargetUtils.cpp
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+++ b/third_party/amd/lib/TritonAMDGPUToLLVM/TargetUtils.cpp
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@@ -12,6 +12,9 @@ ISAFamily deduceISAFamily(llvm::StringRef arch) {
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if (kind == llvm::AMDGPU::GK_GFX1250)
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return ISAFamily::GFX1250;
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+ if (kind == llvm::AMDGPU::GK_GFX906)
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+ return ISAFamily::GCN5_1;
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+
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// CDNA ISA cases
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switch (kind) {
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case llvm::AMDGPU::GK_GFX950:
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@@ -41,6 +44,7 @@ ISAFamily deduceISAFamily(llvm::StringRef arch) {
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bool supportsVDot(llvm::StringRef arch) {
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switch (deduceISAFamily(arch)) {
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+ case AMD::ISAFamily::GCN5_1:
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case AMD::ISAFamily::CDNA1:
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case AMD::ISAFamily::CDNA2:
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case AMD::ISAFamily::CDNA3:
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@@ -63,6 +63,8 @@ buildPythonPackage (finalAttrs: {
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libcudaStubsDir =
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if cudaSupport then "${lib.getOutput "stubs" cudaPackages.cuda_cudart}/lib/stubs" else null;
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})
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# Backport of https://github.com/triton-lang/triton/pull/9628 (does not apply cleanly)
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./0005-add-gcn5-gfx906-target.patch
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]
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++ lib.optionals cudaSupport [
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(replaceVars ./0003-nvidia-cudart-a-systempath.patch {
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