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[mlir][spirv] Support memref in convert-to-spirv pass (#102534)
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This PR adds conversion patterns for MemRef to the `convert-to-spirv`
pass, introduced in #95942. Conversions from MemRef memory space to
SPIR-V storage class were also included, and would run before the final
dialect conversion phase.

**Future Plans**
- Add tests for ops other than `memref.load` and `memref.store`

---------

Co-authored-by: Jakub Kuderski <kubakuderski@gmail.com>
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angelz913 and kuhar authored Aug 9, 2024
1 parent d45de80 commit 93fc459
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1 change: 1 addition & 0 deletions mlir/lib/Conversion/ConvertToSPIRV/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@ add_mlir_conversion_library(MLIRConvertToSPIRVPass
MLIRFuncToSPIRV
MLIRIndexToSPIRV
MLIRIR
MLIRMemRefToSPIRV
MLIRPass
MLIRRewrite
MLIRSCFToSPIRV
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13 changes: 13 additions & 0 deletions mlir/lib/Conversion/ConvertToSPIRV/ConvertToSPIRVPass.cpp
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Expand Up @@ -10,6 +10,7 @@
#include "mlir/Conversion/ArithToSPIRV/ArithToSPIRV.h"
#include "mlir/Conversion/FuncToSPIRV/FuncToSPIRV.h"
#include "mlir/Conversion/IndexToSPIRV/IndexToSPIRV.h"
#include "mlir/Conversion/MemRefToSPIRV/MemRefToSPIRV.h"
#include "mlir/Conversion/SCFToSPIRV/SCFToSPIRV.h"
#include "mlir/Conversion/UBToSPIRV/UBToSPIRV.h"
#include "mlir/Conversion/VectorToSPIRV/VectorToSPIRV.h"
Expand Down Expand Up @@ -62,12 +63,24 @@ struct ConvertToSPIRVPass final
RewritePatternSet patterns(context);
ScfToSPIRVContext scfToSPIRVContext;

// Map MemRef memory space to SPIR-V storage class.
spirv::TargetEnv targetEnv(targetAttr);
bool targetEnvSupportsKernelCapability =
targetEnv.allows(spirv::Capability::Kernel);
spirv::MemorySpaceToStorageClassMap memorySpaceMap =
targetEnvSupportsKernelCapability
? spirv::mapMemorySpaceToOpenCLStorageClass
: spirv::mapMemorySpaceToVulkanStorageClass;
spirv::MemorySpaceToStorageClassConverter converter(memorySpaceMap);
spirv::convertMemRefTypesAndAttrs(op, converter);

// Populate patterns for each dialect.
arith::populateCeilFloorDivExpandOpsPatterns(patterns);
arith::populateArithToSPIRVPatterns(typeConverter, patterns);
populateBuiltinFuncToSPIRVPatterns(typeConverter, patterns);
populateFuncToSPIRVPatterns(typeConverter, patterns);
index::populateIndexToSPIRVPatterns(typeConverter, patterns);
populateMemRefToSPIRVPatterns(typeConverter, patterns);
populateVectorToSPIRVPatterns(typeConverter, patterns);
populateSCFToSPIRVPatterns(typeConverter, scfToSPIRVContext, patterns);
ub::populateUBToSPIRVConversionPatterns(typeConverter, patterns);
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65 changes: 65 additions & 0 deletions mlir/test/Conversion/ConvertToSPIRV/memref.mlir
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@@ -0,0 +1,65 @@
// RUN: mlir-opt -convert-to-spirv="run-signature-conversion=false run-vector-unrolling=false" -cse %s | FileCheck %s

module attributes {
spirv.target_env = #spirv.target_env<
#spirv.vce<v1.0, [Shader], [SPV_KHR_storage_buffer_storage_class]>, #spirv.resource_limits<>>
} {

// CHECK-LABEL: @load_store_float_rank_zero
// CHECK-SAME: %[[ARG0:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<1 x f32, stride=4> [0])>, StorageBuffer>, %[[ARG1:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<1 x f32, stride=4> [0])>, StorageBuffer>
// CHECK: %[[CST0:.*]] = spirv.Constant 0 : i32
// CHECK: %[[AC0:.*]] = spirv.AccessChain %[[ARG0]][%[[CST0]], %[[CST0]]] : !spirv.ptr<!spirv.struct<(!spirv.array<1 x f32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: %[[LOAD:.*]] = spirv.Load "StorageBuffer" %[[AC0]] : f32
// CHECK: %[[AC1:.*]] = spirv.AccessChain %[[ARG1]][%[[CST0]], %[[CST0]]] : !spirv.ptr<!spirv.struct<(!spirv.array<1 x f32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: spirv.Store "StorageBuffer" %[[AC1]], %[[LOAD]] : f32
// CHECK: spirv.Return
func.func @load_store_float_rank_zero(%arg0: memref<f32>, %arg1: memref<f32>) {
%0 = memref.load %arg0[] : memref<f32>
memref.store %0, %arg1[] : memref<f32>
return
}

// CHECK-LABEL: @load_store_int_rank_one
// CHECK-SAME: %[[ARG0:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<4 x i32, stride=4> [0])>, StorageBuffer>, %[[ARG1:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<4 x i32, stride=4> [0])>, StorageBuffer>, %[[ARG2:.*]]: i32
// CHECK: %[[CST0:.*]] = spirv.Constant 0 : i32
// CHECK: %[[AC0:.*]] = spirv.AccessChain %[[ARG0]][%[[CST0]], %[[ARG2]]] : !spirv.ptr<!spirv.struct<(!spirv.array<4 x i32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: %[[LOAD:.*]] = spirv.Load "StorageBuffer" %[[AC0]] : i32
// CHECK: %[[AC1:.*]] = spirv.AccessChain %[[ARG1]][%[[CST0]], %[[ARG2]]] : !spirv.ptr<!spirv.struct<(!spirv.array<4 x i32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: spirv.Store "StorageBuffer" %[[AC1]], %[[LOAD]] : i32
// CHECK: spirv.Return
func.func @load_store_int_rank_one(%arg0: memref<4xi32>, %arg1: memref<4xi32>, %arg2 : index) {
%0 = memref.load %arg0[%arg2] : memref<4xi32>
memref.store %0, %arg1[%arg2] : memref<4xi32>
return
}

// CHECK-LABEL: @load_store_larger_memref
// CHECK-SAME: %[[ARG0:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<8 x i32, stride=4> [0])>, StorageBuffer>, %[[ARG1:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<8 x i32, stride=4> [0])>, StorageBuffer>, %[[ARG2:.*]]: i32
// CHECK: %[[CST0:.*]] = spirv.Constant 0 : i32
// CHECK: %[[AC0:.*]] = spirv.AccessChain %[[ARG0]][%[[CST0]], %[[ARG2]]] : !spirv.ptr<!spirv.struct<(!spirv.array<8 x i32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: %[[LOAD:.*]] = spirv.Load "StorageBuffer" %[[AC0]] : i32
// CHECK: %[[AC1:.*]] = spirv.AccessChain %[[ARG1]][%[[CST0]], %[[ARG2]]] : !spirv.ptr<!spirv.struct<(!spirv.array<8 x i32, stride=4> [0])>, StorageBuffer>, i32, i32
// CHECK: spirv.Store "StorageBuffer" %[[AC1]], %[[LOAD]] : i32
// CHECK: spirv.Return
func.func @load_store_larger_memref(%arg0: memref<8xi32>, %arg1: memref<8xi32>, %arg2 : index) {
%0 = memref.load %arg0[%arg2] : memref<8xi32>
memref.store %0, %arg1[%arg2] : memref<8xi32>
return
}


// CHECK-LABEL: @load_store_vector
// CHECK-SAME: %[[ARG0:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<1 x vector<4xi32>, stride=16> [0])>, StorageBuffer>, %[[ARG1:.*]]: !spirv.ptr<!spirv.struct<(!spirv.array<1 x vector<4xi32>, stride=16> [0])>, StorageBuffer>
// CHECK: %[[CST0:.*]] = spirv.Constant 0 : i32
// CHECK: %[[AC0:.*]] = spirv.AccessChain %[[ARG0]][%[[CST0]], %[[CST0]]] : !spirv.ptr<!spirv.struct<(!spirv.array<1 x vector<4xi32>, stride=16> [0])>, StorageBuffer>, i32, i32
// CHECK: %[[LOAD:.*]] = spirv.Load "StorageBuffer" %[[AC0]] : vector<4xi32>
// CHECK: %[[AC1:.*]] = spirv.AccessChain %[[ARG1]][%[[CST0]], %[[CST0]]] : !spirv.ptr<!spirv.struct<(!spirv.array<1 x vector<4xi32>, stride=16> [0])>, StorageBuffer>, i32, i32
// CHECK: spirv.Store "StorageBuffer" %[[AC1]], %[[LOAD]] : vector<4xi32>
// CHECK: spirv.Return
func.func @load_store_vector(%arg0: memref<vector<4xi32>>, %arg1: memref<vector<4xi32>>) {
%0 = memref.load %arg0[] : memref<vector<4xi32>>
memref.store %0, %arg1[] : memref<vector<4xi32>>
return
}

} // end module
1 change: 1 addition & 0 deletions utils/bazel/llvm-project-overlay/mlir/BUILD.bazel
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Expand Up @@ -8317,6 +8317,7 @@ cc_library(
":FuncToSPIRV",
":IR",
":IndexToSPIRV",
":MemRefToSPIRV",
":Pass",
":Rewrite",
":SCFToSPIRV",
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