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#include <hip/hip_runtime.h> | |
#include <hip/hip_bf16.h> | |
#include <iostream> | |
#include <vector> | |
#include <random> | |
#define HIP_CHECK(err) hipAssert(err, __FILE__, __LINE__) | |
inline void hipAssert(hipError_t err, const char* file, int line) { | |
if (err != hipSuccess) { | |
std::cerr << "HIP error: " << hipGetErrorString(err) << " at " << file << ":" << line << std::endl; |
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#include <hip/hip_runtime.h> | |
#include <hip/hip_bf16.h> | |
#include <hip/hip_cooperative_groups.h> | |
#include <iostream> | |
#include <vector> | |
#include <cstdlib> | |
#include <cstdint> | |
// Cooperative-groups namespace | |
namespace cg = cooperative_groups; |
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#include <hip/hip_runtime.h> | |
#include <hip/hip_bf16.h> | |
#include <hip/hip_cooperative_groups.h> | |
#include <iostream> | |
#include <vector> | |
#include <cstdlib> | |
#include <cstdint> | |
// Cooperative-groups namespace | |
namespace cg = cooperative_groups; |
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// -----// IR Dump After DropCompilerHintsPass (iree-util-drop-compiler-hints) //----- // | |
module { | |
func.func @faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32() { | |
%cst = arith.constant 0.000000e+00 : f32 | |
%c0_i32 = arith.constant 0 : i32 | |
%c256_i32 = arith.constant 256 : i32 | |
%c32_i32 = arith.constant 32 : i32 | |
%c16_i32 = arith.constant 16 : i32 | |
%c8_i32 = arith.constant 8 : i32 | |
%c4_i32 = arith.constant 4 : i32 |
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.amdgcn_target "amdgcn-amd-amdhsa--gfx942" | |
.amdhsa_code_object_version 5 | |
.text | |
.globl faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32 | |
.p2align 8 | |
.type faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32,@function | |
faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32: | |
s_load_dwordx2 s[2:3], s[0:1], 0x0 | |
s_load_dwordx4 s[4:7], s[0:1], 0x8 | |
s_waitcnt lgkmcnt(0) |
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.amdgcn_target "amdgcn-amd-amdhsa--gfx942" | |
.amdhsa_code_object_version 5 | |
.text | |
.globl faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32 | |
.p2align 8 | |
.type faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32,@function | |
faulty_dispatch_0_matmul_like_2x1280x2816_f16xf16xf32: | |
s_load_dwordx2 s[2:3], s[0:1], 0x0 | |
s_load_dwordx4 s[4:7], s[0:1], 0x8 | |
s_waitcnt lgkmcnt(0) |
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import numpy as np | |
import os | |
np.random.seed(0) | |
# Tensor shapes | |
shapes = { | |
"arg0": (2816, 2), | |
"arg1": (1280, 2816), | |
} |
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// -----// IR Dump After AutoInputConversionPipelinePass (iree-auto-input-conversion) //----- // | |
#map = affine_map<(d0, d1, d2) -> (d2, d0)> | |
#map1 = affine_map<(d0, d1, d2) -> (d1, d2)> | |
#map2 = affine_map<(d0, d1, d2) -> (d0, d1)> | |
module { | |
func.func @faulty(%arg0: tensor<2816x2xf16>, %arg1: tensor<1280x2816xf16>) -> tensor<2x1280xf32> { | |
%cst = arith.constant 0.000000e+00 : f32 | |
%0 = tensor.empty() : tensor<2x1280xf32> | |
%1 = linalg.fill ins(%cst : f32) outs(%0 : tensor<2x1280xf32>) -> tensor<2x1280xf32> |
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// -----// IR Dump After AutoInputConversionPipelinePass (iree-auto-input-conversion) //----- // | |
#map = affine_map<(d0, d1, d2) -> (d2, d0)> | |
#map1 = affine_map<(d0, d1, d2) -> (d1, d2)> | |
#map2 = affine_map<(d0, d1, d2) -> (d0, d1)> | |
module { | |
func.func @faulty(%arg0: tensor<2816x2xf16>, %arg1: tensor<1280x2816xf16>) -> tensor<2x1280xf32> { | |
%cst = arith.constant 0.000000e+00 : f32 | |
%0 = tensor.empty() : tensor<2x1280xf32> | |
%1 = linalg.fill ins(%cst : f32) outs(%0 : tensor<2x1280xf32>) -> tensor<2x1280xf32> | |
%2 = linalg.generic {indexing_maps = [#map, #map1, #map2], iterator_types = ["parallel", "parallel", "reduction"]} ins(%arg0, %arg1 : tensor<2816x2xf16>, tensor<1280x2816xf16>) outs(%1 : tensor<2x1280xf32>) { |
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// -----// IR Dump After AutoInputConversionPipelinePass (iree-auto-input-conversion) //----- // | |
#map = affine_map<(d0, d1, d2) -> (d2, d0)> | |
#map1 = affine_map<(d0, d1, d2) -> (d1, d2)> | |
#map2 = affine_map<(d0, d1, d2) -> (d0, d1)> | |
module { | |
func.func @faulty(%arg0: tensor<2816x2xf16>, %arg1: tensor<1280x2816xf16>) -> tensor<2x1280xf32> { | |
%cst = arith.constant 0.000000e+00 : f32 | |
%0 = tensor.empty() : tensor<2x1280xf32> | |
%1 = linalg.fill ins(%cst : f32) outs(%0 : tensor<2x1280xf32>) -> tensor<2x1280xf32> | |
%2 = linalg.generic {indexing_maps = [#map, #map1, #map2], iterator_types = ["parallel", "parallel", "reduction"]} ins(%arg0, %arg1 : tensor<2816x2xf16>, tensor<1280x2816xf16>) outs(%1 : tensor<2x1280xf32>) { |
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