Update hipblaslt patch
Upstream add some more things to change Signed-off-by: Tom Rix <trix@redhat.com>
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2 changed files with 65 additions and 20 deletions
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@ -1,4 +1,4 @@
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From 186728c9f4de720547fa3d1b7951c7d5563ad3c7 Mon Sep 17 00:00:00 2001
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From d77e05d90df006322cda021f1a8affdcc2c7eaef Mon Sep 17 00:00:00 2001
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From: Tom Rix <trix@redhat.com>
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Date: Fri, 23 Feb 2024 08:27:30 -0500
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Subject: [PATCH] Optionally use hipblaslt
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@ -10,21 +10,30 @@ Convert the checks for ROCM_VERSION >= 507000 to HIPBLASLT checks
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Signed-off-by: Tom Rix <trix@redhat.com>
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---
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aten/src/ATen/cuda/CUDABlas.cpp | 5 +++--
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aten/src/ATen/cuda/CUDABlas.cpp | 7 ++++---
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aten/src/ATen/cuda/CUDABlas.h | 2 +-
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aten/src/ATen/cuda/CUDAContextLight.h | 4 ++--
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aten/src/ATen/cuda/CublasHandlePool.cpp | 4 ++--
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aten/src/ATen/cuda/tunable/TunableGemm.h | 6 +++---
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aten/src/ATen/native/cuda/Blas.cpp | 10 ++++++----
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aten/src/ATen/native/cuda/Blas.cpp | 14 ++++++++------
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cmake/Dependencies.cmake | 3 +++
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cmake/public/LoadHIP.cmake | 4 ++--
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8 files changed, 22 insertions(+), 16 deletions(-)
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8 files changed, 25 insertions(+), 19 deletions(-)
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diff --git a/aten/src/ATen/cuda/CUDABlas.cpp b/aten/src/ATen/cuda/CUDABlas.cpp
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index 0a3de5f9d77..b67031e88a7 100644
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index d534ec5a178..e815463f630 100644
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--- a/aten/src/ATen/cuda/CUDABlas.cpp
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+++ b/aten/src/ATen/cuda/CUDABlas.cpp
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@@ -778,7 +778,7 @@ void gemm<at::BFloat16>(CUDABLAS_GEMM_ARGTYPES(at::BFloat16)) {
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@@ -14,7 +14,7 @@
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#include <c10/util/irange.h>
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#ifdef USE_ROCM
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-#if ROCM_VERSION >= 60000
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+#ifdef HIPBLASLT
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#include <hipblaslt/hipblaslt-ext.hpp>
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#endif
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// until hipblas has an API to accept flags, we must use rocblas here
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@@ -781,7 +781,7 @@ void gemm<at::BFloat16>(CUDABLAS_GEMM_ARGTYPES(at::BFloat16)) {
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}
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}
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@ -33,7 +42,7 @@ index 0a3de5f9d77..b67031e88a7 100644
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#if defined(USE_ROCM) && ROCM_VERSION >= 50700 && ROCM_VERSION < 60000
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// only for rocm 5.7 where we first supported hipblaslt, it was difficult
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@@ -909,6 +909,7 @@ class CuBlasLtMatmulPreference : public CuBlasLtDescriptor<
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@@ -912,6 +912,7 @@ class CuBlasLtMatmulPreference : public CuBlasLtDescriptor<
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};
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} // namespace
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@ -41,7 +50,7 @@ index 0a3de5f9d77..b67031e88a7 100644
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template <typename Dtype>
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void gemm_and_bias(
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bool transpose_mat1,
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@@ -1121,7 +1122,7 @@ template void gemm_and_bias(
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@@ -1124,7 +1125,7 @@ template void gemm_and_bias(
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at::BFloat16* result_ptr,
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int64_t result_ld,
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GEMMAndBiasActivationEpilogue activation);
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@ -86,10 +95,10 @@ index 4ec35f59a21..e28dc42034f 100644
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#endif
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diff --git a/aten/src/ATen/cuda/CublasHandlePool.cpp b/aten/src/ATen/cuda/CublasHandlePool.cpp
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index d8ee09b1486..4510193a5cc 100644
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index 6913d2cd95e..3d4276be372 100644
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--- a/aten/src/ATen/cuda/CublasHandlePool.cpp
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+++ b/aten/src/ATen/cuda/CublasHandlePool.cpp
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@@ -28,7 +28,7 @@ namespace at::cuda {
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@@ -29,7 +29,7 @@ namespace at::cuda {
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namespace {
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@ -98,7 +107,7 @@ index d8ee09b1486..4510193a5cc 100644
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void createCublasLtHandle(cublasLtHandle_t *handle) {
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TORCH_CUDABLAS_CHECK(cublasLtCreate(handle));
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}
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@@ -177,7 +177,7 @@ cublasHandle_t getCurrentCUDABlasHandle() {
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@@ -190,7 +190,7 @@ cublasHandle_t getCurrentCUDABlasHandle() {
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return handle;
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}
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@ -139,10 +148,10 @@ index 3ba0d761277..dde1870cfbf 100644
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if (env == nullptr || strcmp(env, "1") == 0) {
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// disallow tuning of hipblaslt with c10::complex
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diff --git a/aten/src/ATen/native/cuda/Blas.cpp b/aten/src/ATen/native/cuda/Blas.cpp
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index 2b7ff1b502b..9ae2ccbd16d 100644
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index 29e5c5e3cf1..df56f3d7f1d 100644
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--- a/aten/src/ATen/native/cuda/Blas.cpp
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+++ b/aten/src/ATen/native/cuda/Blas.cpp
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@@ -153,7 +153,7 @@ enum class Activation {
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@@ -155,7 +155,7 @@ enum class Activation {
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GELU,
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};
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@ -151,7 +160,7 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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cuda::blas::GEMMAndBiasActivationEpilogue activation_to_gemm_and_blas_arg(Activation a) {
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switch (a) {
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case Activation::None:
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@@ -191,6 +191,7 @@ static bool getDisableAddmmCudaLt() {
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@@ -193,6 +193,7 @@ static bool getDisableAddmmCudaLt() {
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#ifdef USE_ROCM
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static bool isSupportedHipLtROCmArch(int index) {
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@ -159,7 +168,7 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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hipDeviceProp_t* prop = at::cuda::getDeviceProperties(index);
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std::string device_arch = prop->gcnArchName;
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static const std::vector<std::string> archs = {"gfx90a", "gfx940", "gfx941", "gfx942"};
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@@ -201,6 +202,7 @@ static bool isSupportedHipLtROCmArch(int index) {
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@@ -203,6 +204,7 @@ static bool isSupportedHipLtROCmArch(int index) {
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}
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}
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TORCH_CHECK(false, "Attempting to use hipBLASLt on a unsupported architecture!");
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@ -167,7 +176,7 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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return false;
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}
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#endif
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@@ -226,7 +228,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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@@ -228,7 +230,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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at::ScalarType scalar_type = self.scalar_type();
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c10::MaybeOwned<Tensor> self_;
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if (&result != &self) {
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@ -176,7 +185,7 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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// Strangely, if mat2 has only 1 row or column, we get
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// CUBLAS_STATUS_INVALID_VALUE error from cublasLtMatmulAlgoGetHeuristic.
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// self.dim() == 1 && result.dim() == 2 && self.sizes()[0] == mat2_sizes[1]
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@@ -269,7 +271,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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@@ -271,7 +273,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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}
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self__sizes = self_->sizes();
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} else {
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@ -185,7 +194,7 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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useLtInterface = !disable_addmm_cuda_lt &&
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result.dim() == 2 && result.is_contiguous() &&
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isSupportedHipLtROCmArch(self.device().index()) &&
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@@ -320,7 +322,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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@@ -322,7 +324,7 @@ Tensor& addmm_out_cuda_impl(Tensor& result, const Tensor& self, const Tensor& ma
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TORCH_INTERNAL_ASSERT_DEBUG_ONLY(!args.result->is_conj());
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@ -194,6 +203,24 @@ index 2b7ff1b502b..9ae2ccbd16d 100644
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if (useLtInterface) {
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AT_DISPATCH_FLOATING_TYPES_AND2(
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at::ScalarType::Half,
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@@ -876,7 +878,7 @@ _scaled_mm_out_cuda(const Tensor& mat1, const Tensor& mat2,
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at::native::resize_output(out, {mat1_sizes[0], mat2_sizes[1]});
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at::native::resize_output(amax, {});
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-#if !defined(USE_ROCM) && !defined(_MSC_VER) || (defined(USE_ROCM) && ROCM_VERSION >= 60000)
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+#if !defined(USE_ROCM) && !defined(_MSC_VER) || (defined(USE_ROCM) && defined(HIPBLASLT))
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cublasCommonArgs args(mat1, mat2, out);
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const auto out_dtype_ = args.result->scalar_type();
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TORCH_CHECK(args.transa == 't' && args.transb == 'n', "Only multiplication of row-major and column-major matrices is supported by cuBLASLt");
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@@ -906,7 +908,7 @@ _scaled_mm_out_cuda(const Tensor& mat1, const Tensor& mat2,
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TORCH_CHECK(false, "_scaled_mm_out_cuda is not compiled for this platform.");
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#endif
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-#if defined(USE_ROCM) && ROCM_VERSION >= 60000
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+#if defined(USE_ROCM) && defined(HIPBLASLT)
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// rocm's hipblaslt does not yet support amax, so calculate separately
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auto out_float32 = out.to(kFloat);
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out_float32.abs_();
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diff --git a/cmake/Dependencies.cmake b/cmake/Dependencies.cmake
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index b7ffbeb07dc..2b6c3678984 100644
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--- a/cmake/Dependencies.cmake
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