ConvertGPULaunchFuncToVulkanLaunchFunc.cpp
7.29 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
//===- ConvertGPULaunchFuncToVulkanLaunchFunc.cpp - MLIR conversion pass --===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This file implements a pass to convert gpu launch function into a vulkan
// launch function. Creates a SPIR-V binary shader from the `spirv::ModuleOp`
// using `spirv::serialize` function, attaches binary data and entry point name
// as an attributes to vulkan launch call op.
//
//===----------------------------------------------------------------------===//
#include "../PassDetail.h"
#include "mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h"
#include "mlir/Dialect/GPU/GPUDialect.h"
#include "mlir/Dialect/SPIRV/SPIRVDialect.h"
#include "mlir/Dialect/SPIRV/SPIRVOps.h"
#include "mlir/Dialect/SPIRV/Serialization.h"
#include "mlir/Dialect/StandardOps/IR/Ops.h"
#include "mlir/IR/Attributes.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/Function.h"
#include "mlir/IR/Module.h"
#include "mlir/IR/StandardTypes.h"
using namespace mlir;
static constexpr const char *kSPIRVBlobAttrName = "spirv_blob";
static constexpr const char *kSPIRVEntryPointAttrName = "spirv_entry_point";
static constexpr const char *kVulkanLaunch = "vulkanLaunch";
namespace {
/// A pass to convert gpu launch op to vulkan launch call op, by creating a
/// SPIR-V binary shader from `spirv::ModuleOp` using `spirv::serialize`
/// function and attaching binary data and entry point name as an attributes to
/// created vulkan launch call op.
class ConvertGpuLaunchFuncToVulkanLaunchFunc
: public ConvertGpuLaunchFuncToVulkanLaunchFuncBase<
ConvertGpuLaunchFuncToVulkanLaunchFunc> {
public:
void runOnOperation() override;
private:
/// Creates a SPIR-V binary shader from the given `module` using
/// `spirv::serialize` function.
LogicalResult createBinaryShader(ModuleOp module,
std::vector<char> &binaryShader);
/// Converts the given `launchOp` to vulkan launch call.
void convertGpuLaunchFunc(gpu::LaunchFuncOp launchOp);
/// Checks where the given type is supported by Vulkan runtime.
bool isSupportedType(Type type) {
if (auto memRefType = type.dyn_cast_or_null<MemRefType>()) {
auto elementType = memRefType.getElementType();
return memRefType.hasRank() &&
(memRefType.getRank() >= 1 && memRefType.getRank() <= 3) &&
(elementType.isIntOrFloat());
}
return false;
}
/// Declares the vulkan launch function. Returns an error if the any type of
/// operand is unsupported by Vulkan runtime.
LogicalResult declareVulkanLaunchFunc(Location loc,
gpu::LaunchFuncOp launchOp);
private:
/// The number of vulkan launch configuration operands, placed at the leading
/// positions of the operand list.
static constexpr unsigned kVulkanLaunchNumConfigOperands = 3;
};
} // anonymous namespace
void ConvertGpuLaunchFuncToVulkanLaunchFunc::runOnOperation() {
bool done = false;
getOperation().walk([this, &done](gpu::LaunchFuncOp op) {
if (done) {
op.emitError("should only contain one 'gpu::LaunchFuncOp' op");
return signalPassFailure();
}
done = true;
convertGpuLaunchFunc(op);
});
// Erase `gpu::GPUModuleOp` and `spirv::Module` operations.
for (auto gpuModule :
llvm::make_early_inc_range(getOperation().getOps<gpu::GPUModuleOp>()))
gpuModule.erase();
for (auto spirvModule :
llvm::make_early_inc_range(getOperation().getOps<spirv::ModuleOp>()))
spirvModule.erase();
}
LogicalResult ConvertGpuLaunchFuncToVulkanLaunchFunc::declareVulkanLaunchFunc(
Location loc, gpu::LaunchFuncOp launchOp) {
OpBuilder builder(getOperation().getBody()->getTerminator());
// Workgroup size is written into the kernel. So to properly modelling
// vulkan launch, we have to skip local workgroup size configuration here.
SmallVector<Type, 8> gpuLaunchTypes(launchOp.getOperandTypes());
// The first kVulkanLaunchNumConfigOperands of the gpu.launch_func op are the
// same as the config operands for the vulkan launch call op.
SmallVector<Type, 8> vulkanLaunchTypes(gpuLaunchTypes.begin(),
gpuLaunchTypes.begin() +
kVulkanLaunchNumConfigOperands);
vulkanLaunchTypes.append(gpuLaunchTypes.begin() +
gpu::LaunchOp::kNumConfigOperands,
gpuLaunchTypes.end());
// Check that all operands have supported types except those for the
// launch configuration.
for (auto type :
llvm::drop_begin(vulkanLaunchTypes, kVulkanLaunchNumConfigOperands)) {
if (!isSupportedType(type))
return launchOp.emitError() << type << " is unsupported to run on Vulkan";
}
// Declare vulkan launch function.
builder.create<FuncOp>(
loc, kVulkanLaunch,
FunctionType::get(vulkanLaunchTypes, {}, loc->getContext()));
return success();
}
LogicalResult ConvertGpuLaunchFuncToVulkanLaunchFunc::createBinaryShader(
ModuleOp module, std::vector<char> &binaryShader) {
bool done = false;
SmallVector<uint32_t, 0> binary;
for (auto spirvModule : module.getOps<spirv::ModuleOp>()) {
if (done)
return spirvModule.emitError("should only contain one 'spv.module' op");
done = true;
if (failed(spirv::serialize(spirvModule, binary)))
return failure();
}
binaryShader.resize(binary.size() * sizeof(uint32_t));
std::memcpy(binaryShader.data(), reinterpret_cast<char *>(binary.data()),
binaryShader.size());
return success();
}
void ConvertGpuLaunchFuncToVulkanLaunchFunc::convertGpuLaunchFunc(
gpu::LaunchFuncOp launchOp) {
ModuleOp module = getOperation();
OpBuilder builder(launchOp);
Location loc = launchOp.getLoc();
// Serialize `spirv::Module` into binary form.
std::vector<char> binary;
if (failed(createBinaryShader(module, binary)))
return signalPassFailure();
// Declare vulkan launch function.
if (failed(declareVulkanLaunchFunc(loc, launchOp)))
return signalPassFailure();
SmallVector<Value, 8> gpuLaunchOperands(launchOp.getOperands());
SmallVector<Value, 8> vulkanLaunchOperands(
gpuLaunchOperands.begin(),
gpuLaunchOperands.begin() + kVulkanLaunchNumConfigOperands);
vulkanLaunchOperands.append(gpuLaunchOperands.begin() +
gpu::LaunchOp::kNumConfigOperands,
gpuLaunchOperands.end());
// Create vulkan launch call op.
auto vulkanLaunchCallOp = builder.create<CallOp>(
loc, TypeRange{}, builder.getSymbolRefAttr(kVulkanLaunch),
vulkanLaunchOperands);
// Set SPIR-V binary shader data as an attribute.
vulkanLaunchCallOp.setAttr(
kSPIRVBlobAttrName,
StringAttr::get({binary.data(), binary.size()}, loc->getContext()));
// Set entry point name as an attribute.
vulkanLaunchCallOp.setAttr(
kSPIRVEntryPointAttrName,
StringAttr::get(launchOp.getKernelName(), loc->getContext()));
launchOp.erase();
}
std::unique_ptr<mlir::OperationPass<mlir::ModuleOp>>
mlir::createConvertGpuLaunchFuncToVulkanLaunchFuncPass() {
return std::make_unique<ConvertGpuLaunchFuncToVulkanLaunchFunc>();
}