[mlir][spirv] Add mlir-vulkan-runner

[denis13]

Summary

Add an initial version of mlir-vulkan-runner execution driver.
A command line utility that executes a MLIR file on the Vulkan by
translating MLIR GPU module to SPIR-V and host part to LLVM IR before
JIT-compiling and executing the latter.

[antiagainst]

Hi is this ready for review? Or actually is it just a re-export of the previous PR on GitHub?

[denis13]

@antiagainst sorry for dealy in responce, missed the comment somehow, I've just moved it from github repo and updated according the latest comments. I've started to implement mlir-vulkan-runner tool to make it simliar to mlir-cuda-runner. Thanks!

[denis13]

Add mlir-vulkan-runner.
Add ConvertGpuLaunchFuncToVulkanCallsPass pass.
Add vulkan-runtime-wrapper C calls.
Add simple test.

[denis13]

@antiagainst @mravishankar this is an initial version of mlir-vulkan-runner. It's now possible to execute GPU code on Vulkan capable devices via JitRunner.

[antiagainst]

In D72696#1867975, @denis13 wrote:

@antiagainst @mravishankar this is an initial version of mlir-vulkan-runner. It's now possible to execute GPU code on Vulkan capable devices via JitRunner.

I'll review this tomorrow; but wanted to say this is super awesome! Thanks a ton for all the great work, Denis! Really appreciate it. :D

[mehdi_amini]

Nice work! Glad to see this coming together :)

mlir/lib/Conversion/GPUToVulkan/ConvertLaunchFuncToVulkanCalls.cpp

27

This pass does not seem to include anything that requires a Vulkan environment, it seems like it could be tested (and landed) independently, and not gated in CMake by the runner being enabled (which will help keeping this building in CI).

[denis13]

Thanks for looking on this. The VulkanRuntime part is not changed since the last time. This PR covers that was discussed when MLIR was in Tensorflow repo. The instrumentation pass is simple as possible:

1. It creates llvm global with SPIR-V binary shader.
2. It creates llvm global with entry point name.
3. It creates 4 runtime calls: setBinaryShader, setEntryPoint, setNumWorkGroups, runOnVulkan.

Since the MLIR does not define any runtime and this part is only for integration testing, I hope, at this moment, this runtime API is enough. By the way, the runtime API could be improved gradually if needed, the dispatching and command buffer creation could be introduced by instrumented runtime calls as well, the current approach hides inside all Vulkan runtime machinery like command buffer creation, pipeline creation, dispatching and so on. (Vulkan API is huge even to bootstrap computation pipeline).
Thanks!

mlir/lib/Conversion/GPUToVulkan/ConvertLaunchFuncToVulkanCalls.cpp

27

Yes, it only requires LLVM Dialect and spirv::Serializer, the tests are missing for this pass as well. I actually was thinking to introduce simple working pipeline at the first iteration and if needed I can split the pass which instrument Vulkan runtime calls to the host part and Vulkan runtime to separate PRs. Thanks!

[denis13]

Added simple test to check GpuLaunchFuncToVulkanCalssPass.
Rebased on D74012.
Rebased on 5a1778 which changes MemRef calling convention.

[antiagainst]

Super nice! This is so great! Thanks a ton, Denis! I don't have major concerns given that a large portion of this patch has already went through reviews multiple times previously. Just a few nits. We can land and then iterate on it. :)

mlir/include/mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h

10

Nit: "This file declares passes to convert GPU dialect ops to Vulkan ..." so later if we add more entry points we don't need to update this.

mlir/lib/Conversion/GPUToVulkan/ConvertLaunchFuncToVulkanCalls.cpp

11

The Vulkan runtime API surface is huge so currently we don't expose separate external functions in IR for each of them, instead we expose a few external functions to wrapper libraries which ...

73

Insert an empty line and document this?

76

for each dimension of

84

Insert an empty line and document this?

87

Could we move the impl out side of the declaration like other large methods?

166

Print an errror saying "should only contain one 'spv.module' op"?

209

What about moving this to the end so that if we have errors we don't need to do this at all?

268

gpu.launch_func

mlir/test/Conversion/GPUToVulkan/simple.mlir

1 ↗

(On Diff #243897)

Can we have a more descriptive name? simple.mlir does not actually say anything. What about invoke-vulkan.mlir?

14 ↗

(On Diff #243897)

Super nit: just call it kernel would be fine. The _1 does not provide additional value.

mlir/tools/mlir-vulkan-runner/VulkanRuntime.cpp

58

Print an error saying "unsupported storage class"?

73

Same here

85

Print an error?

134

Move to the beginning to be safe?

646

Prefer to use nullptr for pointer fields.

670

= {}

mlir/tools/mlir-vulkan-runner/VulkanRuntime.h

8

This line is a bit different. ;)

69

What about ResourceBufferBindingMap?

74

ResourceStorageClassBindingMap?

90

compute shader

93

SPIR-V

mlir/tools/mlir-vulkan-runner/mlir-vulkan-runner.cpp

29

Let's name it as module. m and other single char names should really have a very small scope.

mlir/tools/mlir-vulkan-runner/vulkan-runtime-wrappers.cpp

11

We can delete this line given it's implementation details.

23

Wrap this class in anonymous namespace to hide?

29

Hmm, instead of having this singleton, what about exposing two more functions, initVulkan and deinitVulkan to be more explicit? initVulkan can return a pointer that gets passed into other functions like setResourceData, etc. This file will be compiled into libraries so having this kind of static stuff is not friendly. I'm fine to use llvm::ManagedStatic for now to avoid huge changes again given this patch is already fair large and has been waited for a long time. We can put a TODO here and add initVulkan and deinitVulkan later.

[mehdi_amini]

I’d rather see the pass extracted in a separate parent revision and tested independently.
Thanks

[denis13]

Thanks a lot for review! I addressed comments related to pass in separate revision https://reviews.llvm.org/D74549 and will update mlir-vulkan-runner, VulkanRuntime as well.

[antiagainst]

In D72696#1874164, @denis13 wrote:

Thanks a lot for review! I addressed comments related to pass in separate revision https://reviews.llvm.org/D74549 and will update mlir-vulkan-runner, VulkanRuntime as well.

Thanks Denis! I've approved D74549. This one can be rebased against that and mark D74549 as a parent revision.

[denis13]

Addresses review comments.

[denis13]

Addresses review comments.

[denis13]

Rebased on master to trigger a rebuild.

[mehdi_amini]

LGTM, but this should get @antiagainst's approval.
Thanks for the work! It'll be a valuable tool to have moving forward

[denis13]

Thanks, looking forward for the feedback from Lei.

[antiagainst]

Awesome! Thanks again, Denis! This is very helpful!!

mlir/CMakeLists.txt

 # is available
 if ("NVPTX" IN_LIST LLVM_TARGETS_TO_BUILD)
   set(MLIR_CUDA_CONVERSIONS_ENABLED 1)
 else()
   set(MLIR_CUDA_CONVERSIONS_ENABLED 0)
 endif()
 
 set(MLIR_CUDA_RUNNER_ENABLED 0 CACHE BOOL "Enable building the mlir CUDA runner")
+set(MLIR_VULKAN_RUNNER_ENABLED 0 CACHE BOOL "Enable building the mlir Vulkan runner")
 
 include_directories( "include")
 include_directories( ${MLIR_INCLUDE_DIR})
 
 add_subdirectory(include/mlir)
 add_subdirectory(lib)
 add_subdirectory(tools)
 add_subdirectory(unittests)

mlir/include/mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h

+//===- ConvertGPUToVulkanPass.h - GPU to Vulkan conversion pass -*- C++ -*-===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+//
+// The file declares a pass to convert GPU to Vulkan runtime calls.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef MLIR_CONVERSION_GPUTOVULKAN_CONVERTGPUTOVULKANPASS_H
+#define MLIR_CONVERSION_GPUTOVULKAN_CONVERTGPUTOVULKANPASS_H
+
+#include "mlir/Support/LLVM.h"
+
+#include <memory>
+
+namespace mlir {
+
+class ModuleOp;
+template <typename T> class OpPassBase;
+
+std::unique_ptr<OpPassBase<ModuleOp>>
+createConvertGpuLaunchFuncToVulkanCallsPass();
+
+} // namespace mlir
+#endif // MLIR_CONVERSION_GPUTOVULKAN_CONVERTGPUTOVULKANPASS_H

mlir/lib/Conversion/CMakeLists.txt

 add_subdirectory(AffineToStandard)
 add_subdirectory(GPUToCUDA)
 add_subdirectory(GPUToNVVM)
 add_subdirectory(GPUToROCDL)
 add_subdirectory(GPUToSPIRV)
+add_subdirectory(GPUToVulkan)
 add_subdirectory(LinalgToLLVM)
 add_subdirectory(LinalgToSPIRV)
 add_subdirectory(LoopsToGPU)
 add_subdirectory(LoopToStandard)
 add_subdirectory(StandardToLLVM)
 add_subdirectory(StandardToSPIRV)
 add_subdirectory(VectorToLLVM)
 add_subdirectory(VectorToLoops)

mlir/lib/Conversion/GPUToVulkan/CMakeLists.txt

+if(MLIR_VULKAN_RUNNER_ENABLED)
+  add_llvm_library(MLIRGPUtoVulkanTransforms
+    ConvertLaunchFuncToVulkanCalls.cpp
+    )
+
+  target_link_libraries(MLIRGPUtoVulkanTransforms
+    MLIRGPU
+    MLIRIR
+    MLIRLLVMIR
+    MLIRPass
+    MLIRSPIRV
+    MLIRSPIRVSerialization
+    MLIRStandardOps
+    MLIRSupport
+    MLIRTransforms
+    )
+endif()

mlir/lib/Conversion/GPUToVulkan/ConvertLaunchFuncToVulkanCalls.cpp

+//===- ConvertLaunchFuncToVulkanCalls.cpp - MLIR Vulkan conversion passes -===//
+//
+// 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_func op into a sequence of
+// Vulkan runtime calls. The Vulkan runtime API is huge, so currently we don't
+// instrument a host part with calls to Vulkan API, instead we istrument a host
+// part with calls to small wrapper library which manages Vulkan runtime.
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h"
+#include "mlir/Dialect/GPU/GPUDialect.h"
+#include "mlir/Dialect/LLVMIR/LLVMDialect.h"
+#include "mlir/Dialect/SPIRV/SPIRVOps.h"
+#include "mlir/Dialect/SPIRV/Serialization.h"
+#include "mlir/Dialect/StandardOps/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"
+#include "mlir/Pass/Pass.h"
+
+#include "llvm/Support/FormatVariadic.h"
+
+using namespace mlir;
+
+static constexpr const char *kSetBinaryShader = "setBinaryShader";
+static constexpr const char *kSetEntryPoint = "setEntryPoint";
+static constexpr const char *kSetNumWorkGroups = "setNumWorkGroups";
+static constexpr const char *kRunOnVulkan = "runOnVulkan";
+static constexpr const char *kSPIRVBinary = "SPIRV_BIN";
+
+namespace {
+
+/// A pass to convert gpu.launch_func operation into a sequence of Vulkan
+/// runtime calls.
+///
+/// * setBinaryShader      -- sets the binary shader data
+/// * setEntryPoint        -- sets the entry point name
+/// * setNumWorkGroups     -- sets the number of a local workgroups
+/// * runOnVulkan          -- runs vulkan runtime
+///
+class GpuLaunchFuncToVulkanCalssPass
+    : public ModulePass<GpuLaunchFuncToVulkanCalssPass> {
+private:
+  LLVM::LLVMDialect *getLLVMDialect() { return llvmDialect; }
+
+  llvm::LLVMContext &getLLVMContext() {
+    return getLLVMDialect()->getLLVMContext();
+  }
+
+  void initializeCachedTypes() {
+    llvmVoidType = LLVM::LLVMType::getVoidTy(llvmDialect);
+    llvmPointerType = LLVM::LLVMType::getInt8PtrTy(llvmDialect);
+    llvmInt32Type = LLVM::LLVMType::getInt32Ty(llvmDialect);
+  }
+
+  LLVM::LLVMType getVoidType() { return llvmVoidType; }
+  LLVM::LLVMType getPointerType() { return llvmPointerType; }
+  LLVM::LLVMType getInt32Type() { return llvmInt32Type; }
+
+  /// Creates a SPIR-V binary shader from the given `module` using
+  /// `spirv::serialize` function.
+  LogicalResult createBinaryShader(ModuleOp module,
+                                   std::vector<char> &binaryShader);
+  Value createEntryPointNameConstant(StringRef name, Location loc,
+                                     OpBuilder &builder);
+
+  /// Creates a LLVM constant for each number of local workgroup and
+  /// populates the given `numWorkGroups`.
+  LogicalResult createNumWorkGroups(Location loc, OpBuilder &builder,
+                                    mlir::gpu::LaunchFuncOp launchOp,
+                                    SmallVector<Value, 3> &numWorkGroups);
+
+  /// Declares all needed runtime functions.
+  void declareVulkanFunctions(Location loc);
+  void translateGpuLaunchCalls(mlir::gpu::LaunchFuncOp launchOp);
+
+public:
+  void runOnModule() override {
+    llvmDialect = getContext().getRegisteredDialect<LLVM::LLVMDialect>();
+    initializeCachedTypes();
+
+    getModule().walk(
+        [this](mlir::gpu::LaunchFuncOp op) { translateGpuLaunchCalls(op); });
+
+    // Erase `gpu::GPUModuleOp` and `spirv::Module` operations.
+    for (auto gpuModule :
+         llvm::make_early_inc_range(getModule().getOps<gpu::GPUModuleOp>()))
+      gpuModule.erase();
+
+    for (auto spirvModule :
+         llvm::make_early_inc_range(getModule().getOps<spirv::ModuleOp>()))
+      spirvModule.erase();
+  }
+
+private:
+  LLVM::LLVMDialect *llvmDialect;
+  LLVM::LLVMType llvmVoidType;
+  LLVM::LLVMType llvmPointerType;
+  LLVM::LLVMType llvmInt32Type;
+};
+
+} // anonymous namespace
+
+void GpuLaunchFuncToVulkanCalssPass::declareVulkanFunctions(Location loc) {
+  ModuleOp module = getModule();
+  OpBuilder builder(module.getBody()->getTerminator());
+
+  if (!module.lookupSymbol(kSetEntryPoint)) {
+    builder.create<LLVM::LLVMFuncOp>(
+        loc, kSetEntryPoint,
+        LLVM::LLVMType::getFunctionTy(getVoidType(), {getPointerType()},
+                                      /*isVarArg=*/false));
+  }
+
+  if (!module.lookupSymbol(kSetNumWorkGroups)) {
+    builder.create<LLVM::LLVMFuncOp>(
+        loc, kSetNumWorkGroups,
+        LLVM::LLVMType::getFunctionTy(
+            getVoidType(), {getInt32Type(), getInt32Type(), getInt32Type()},
+            /*isVarArg=*/false));
+  }
+
+  if (!module.lookupSymbol(kSetBinaryShader)) {
+    builder.create<LLVM::LLVMFuncOp>(
+        loc, kSetBinaryShader,
+        LLVM::LLVMType::getFunctionTy(getVoidType(),
+                                      {getPointerType(), getInt32Type()},
+                                      /*isVarArg=*/false));
+  }
+
+  if (!module.lookupSymbol(kRunOnVulkan)) {
+    builder.create<LLVM::LLVMFuncOp>(
+        loc, kRunOnVulkan,
+        LLVM::LLVMType::getFunctionTy(getVoidType(), {},
+                                      /*isVarArg=*/false));
+  }
+}
+
+Value GpuLaunchFuncToVulkanCalssPass::createEntryPointNameConstant(
+    StringRef name, Location loc, OpBuilder &builder) {
+  std::vector<char> shaderName(name.begin(), name.end());
+  shaderName.push_back('\0');
+
+  std::string entryPointGlobalName =
+      std::string(llvm::formatv("{0}_spv_entry_point_name", name));
+  return LLVM::createGlobalString(
+      loc, builder, entryPointGlobalName,
+      StringRef(shaderName.data(), shaderName.size()), LLVM::Linkage::Internal,
+      getLLVMDialect());
+}
+
+LogicalResult GpuLaunchFuncToVulkanCalssPass::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 failure();
+    }
+    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();
+}
+
+LogicalResult GpuLaunchFuncToVulkanCalssPass::createNumWorkGroups(
+    Location loc, OpBuilder &builder, mlir::gpu::LaunchFuncOp launchOp,
+    SmallVector<Value, 3> &numWorkGroups) {
+  for (auto index : llvm::seq(0, 3)) {
+    auto numWorkGroupDimConstant = dyn_cast_or_null<ConstantOp>(
+        launchOp.getOperand(index).getDefiningOp());
+
+    if (!numWorkGroupDimConstant) {
+      return failure();
+    }
+
+    auto numWorkGroupDimValue =
+        numWorkGroupDimConstant.getValue().cast<IntegerAttr>().getInt();
+    numWorkGroups.push_back(builder.create<LLVM::ConstantOp>(
+        loc, getInt32Type(), builder.getI32IntegerAttr(numWorkGroupDimValue)));
+  }
+
+  return success();
+}
+
+// Translates gpu launch op to the sequence of Vulkan runtime calls.
+void GpuLaunchFuncToVulkanCalssPass::translateGpuLaunchCalls(
+    mlir::gpu::LaunchFuncOp launchOp) {
+  ModuleOp module = getModule();
+  OpBuilder builder(launchOp);
+  Location loc = launchOp.getLoc();
+
+  // Declare runtime functions.
+  declareVulkanFunctions(loc);
+
+  // Serialize `spirv::Module` into binary form.
+  std::vector<char> binary;
+  if (failed(
+          GpuLaunchFuncToVulkanCalssPass::createBinaryShader(module, binary))) {
+    return signalPassFailure();
+  }
+
+  // Create LLVM global with SPIR-V binary data, so we can pass a pointer with
+  // that data to runtime call.
+  Value ptrToSPIRVBinary = LLVM::createGlobalString(
+      loc, builder, kSPIRVBinary, StringRef(binary.data(), binary.size()),
+      LLVM::Linkage::Internal, getLLVMDialect());
+  // Create LLVM constant for the size of SPIR-V binary shader.
+  Value binarySize = builder.create<LLVM::ConstantOp>(
+      loc, getInt32Type(), builder.getI32IntegerAttr(binary.size()));
+  // Create call to `setBinaryShader` runtime function with the given pointer to
+  // SPIR-V binary and binary size.
+  builder.create<LLVM::CallOp>(loc, ArrayRef<Type>{getVoidType()},
+                               builder.getSymbolRefAttr(kSetBinaryShader),
+                               ArrayRef<Value>{ptrToSPIRVBinary, binarySize});
+
+  // Create LLVM global with entry point name.
+  Value entryPointName =
+      createEntryPointNameConstant(launchOp.kernel(), loc, builder);
+  // Create call to `setEntryPoint` runtime function with the given pointer to
+  // entry point name.
+  builder.create<LLVM::CallOp>(loc, ArrayRef<Type>{getVoidType()},
+                               builder.getSymbolRefAttr(kSetEntryPoint),
+                               ArrayRef<Value>{entryPointName});
+
+  // Create number of local workgroup for each dimension.
+  SmallVector<Value, 3> numWorkGroups;
+  if (failed(createNumWorkGroups(loc, builder, launchOp, numWorkGroups))) {
+    return signalPassFailure();
+  }
+
+  // Create call `setNumWorkGroups` runtime function with the given numbers of
+  // local workgroup.
+  builder.create<LLVM::CallOp>(
+      loc, ArrayRef<Type>{getVoidType()},
+      builder.getSymbolRefAttr(kSetNumWorkGroups),
+      ArrayRef<Value>{numWorkGroups[0], numWorkGroups[1], numWorkGroups[2]});
+
+  // Create call to `runOnVulkan` runtime function.
+  builder.create<LLVM::CallOp>(loc, ArrayRef<Type>{getVoidType()},
+                               builder.getSymbolRefAttr(kRunOnVulkan),
+                               ArrayRef<Value>{});
+  launchOp.erase();
+}
+
+std::unique_ptr<mlir::OpPassBase<mlir::ModuleOp>>
+mlir::createConvertGpuLaunchFuncToVulkanCallsPass() {
+  return std::make_unique<GpuLaunchFuncToVulkanCalssPass>();
+}
+
+static PassRegistration<GpuLaunchFuncToVulkanCalssPass>
+    pass("launch-func-to-vulkan",
+         "Convert all launch_func ops to Vulkan runtime calls");

mlir/test/CMakeLists.txt

 
 # Passed to lit.site.cfg.py.in to set up the path where to find the libraries
 # for linalg integration tests.
 set(MLIR_DIALECT_LINALG_INTEGRATION_TEST_LIB_DIR ${CMAKE_LIBRARY_OUTPUT_DIRECTORY})
 
 # Passed to lit.site.cfg.py.in to set up the path where to find the libraries
 # for the mlir cuda runner tests.
 set(MLIR_CUDA_WRAPPER_LIBRARY_DIR ${CMAKE_LIBRARY_OUTPUT_DIRECTORY})
+set(MLIR_VULKAN_WRAPPER_LIBRARY_DIR ${CMAKE_LIBRARY_OUTPUT_DIRECTORY})
 
 configure_lit_site_cfg(
   ${CMAKE_CURRENT_SOURCE_DIR}/lit.site.cfg.py.in
   ${CMAKE_CURRENT_BINARY_DIR}/lit.site.cfg.py
   MAIN_CONFIG
   ${CMAKE_CURRENT_SOURCE_DIR}/lit.cfg.py
   )
 configure_lit_site_cfg(

 endif()
 
 if(MLIR_CUDA_RUNNER_ENABLED)
   list(APPEND MLIR_TEST_DEPENDS
     mlir-cuda-runner
   )
 endif()
 
+if(MLIR_VULKAN_RUNNER_ENABLED)
+  list(APPEND MLIR_TEST_DEPENDS
+    mlir-vulkan-runner
+  )
+endif()
+
 add_lit_testsuite(check-mlir "Running the MLIR regression tests"
   ${CMAKE_CURRENT_BINARY_DIR}
   DEPENDS ${MLIR_TEST_DEPENDS}
   )
 set_target_properties(check-mlir PROPERTIES FOLDER "Tests")
 
 add_lit_testsuites(MLIR ${CMAKE_CURRENT_SOURCE_DIR}
   DEPENDS ${MLIR_TEST_DEPS}
 )

mlir/test/lit.cfg.py

 # The following tools are optional
 tools.extend([
     ToolSubst('toy-ch1', unresolved='ignore'),
     ToolSubst('toy-ch2', unresolved='ignore'),
     ToolSubst('toy-ch3', unresolved='ignore'),
     ToolSubst('toy-ch4', unresolved='ignore'),
     ToolSubst('toy-ch5', unresolved='ignore'),
     ToolSubst('%linalg_test_lib_dir', config.linalg_test_lib_dir, unresolved='ignore'),
-    ToolSubst('%cuda_wrapper_library_dir', config.cuda_wrapper_library_dir, unresolved='ignore')
+    ToolSubst('%cuda_wrapper_library_dir', config.cuda_wrapper_library_dir, unresolved='ignore'),
+    ToolSubst('%vulkan_wrapper_library_dir', config.vulkan_wrapper_library_dir, unresolved='ignore')
 ])
 
 llvm_config.add_tool_substitutions(tools, tool_dirs)

mlir/test/lit.site.cfg.py.in

 config.mlir_src_root = "@MLIR_SOURCE_DIR@"
 config.mlir_obj_root = "@MLIR_BINARY_DIR@"
 config.mlir_tools_dir = "@MLIR_TOOLS_DIR@"
 config.linalg_test_lib_dir = "@MLIR_DIALECT_LINALG_INTEGRATION_TEST_LIB_DIR@"
 config.build_examples = @LLVM_BUILD_EXAMPLES@
 config.run_cuda_tests = @MLIR_CUDA_CONVERSIONS_ENABLED@
 config.cuda_wrapper_library_dir = "@MLIR_CUDA_WRAPPER_LIBRARY_DIR@"
 config.enable_cuda_runner = @MLIR_CUDA_RUNNER_ENABLED@
+config.vulkan_wrapper_library_dir = "@MLIR_VULKAN_WRAPPER_LIBRARY_DIR@"
+config.enable_vulkan_runner = @MLIR_VULKAN_RUNNER_ENABLED@
 
 # Support substitution of the tools_dir with user parameters. This is
 # used when we can't determine the tool dir at configuration time.
 try:
     config.llvm_tools_dir = config.llvm_tools_dir % lit_config.params
     config.llvm_shlib_dir = config.llvm_shlib_dir % lit_config.params
 except KeyError:
     e = sys.exc_info()[1]
     key, = e.args
     lit_config.fatal("unable to find %r parameter, use '--param=%s=VALUE'" % (key,key))
 
 import lit.llvm
 lit.llvm.initialize(lit_config, config)
 
 # Let the main config do the real work.
 lit_config.load_config(config, "@MLIR_SOURCE_DIR@/test/lit.cfg.py")

mlir/test/mlir-vulkan-runner/lit.local.cfg

+if not config.enable_vulkan_runner:
+  config.unsupported = True

mlir/test/mlir-vulkan-runner/simple.mlir

+// RUN: mlir-vulkan-runner %s --shared-libs=%vulkan_wrapper_library_dir/libvulkan-runtime-wrappers%shlibext,%linalg_test_lib_dir/libmlir_runner_utils%shlibext --entry-point-result=void | FileCheck %s
+
+// CHECK: [3.3,  3.3,  3.3,  3.3,  3.3,  3.3,  3.3,  3.3]
+module attributes {gpu.container_module} {
+  gpu.module @kernels {
+    gpu.func @kernel_add(%arg0 : memref<8xf32>, %arg1 : memref<8xf32>, %arg2 : memref<8xf32>) attributes {gpu.kernel} {
+      %0 = "gpu.block_id"() {dimension = "x"} : () -> index
+      %1 = load %arg0[%0] : memref<8xf32>
+      %2 = load %arg1[%0] : memref<8xf32>
+      %3 = addf %1, %2 : f32
+      store %3, %arg2[%0] : memref<8xf32>
+      gpu.return
+    }
+  }
+
+  func @main() {
+    %arg0 = alloc() : memref<8xf32>
+    %arg1 = alloc() : memref<8xf32>
+    %arg2 = alloc() : memref<8xf32>
+    %0 = constant 0 : i32
+    %1 = constant 1 : i32
+    %2 = constant 2 : i32
+    %value0 = constant 0.0 : f32
+    %value1 = constant 1.1 : f32
+    %value2 = constant 2.2 : f32
+    call @setResourceData(%0, %0, %arg0, %value1) : (i32, i32, memref<8xf32>, f32) -> ()
+    call @setResourceData(%0, %1, %arg1, %value2) : (i32, i32, memref<8xf32>, f32) -> ()
+    call @setResourceData(%0, %2, %arg2, %value0) : (i32, i32, memref<8xf32>, f32) -> ()
+
+    %cst1 = constant 1 : index
+    %cst8 = constant 8 : index
+    "gpu.launch_func"(%cst8, %cst1, %cst1, %cst1, %cst1, %cst1, %arg0, %arg1, %arg2) { kernel = "kernel_add", kernel_module = @kernels }
+        : (index, index, index, index, index, index, memref<8xf32>, memref<8xf32>, memref<8xf32>) -> ()
+
+    %4 = memref_cast %arg2 : memref<8xf32> to memref<?xf32>
+    call @print_memref_1d_f32(%4) : (memref<?xf32>) -> ()
+    return
+  }
+  func @setResourceData(%0 : i32, %1 : i32, %arg2 : memref<8xf32>, %value : f32)
+  func @print_memref_1d_f32(memref<?xf32>)
+}

mlir/tools/CMakeLists.txt

 add_subdirectory(mlir-cuda-runner)
 add_subdirectory(mlir-cpu-runner)
 add_subdirectory(mlir-opt)
 add_subdirectory(mlir-tblgen)
 add_subdirectory(mlir-translate)
+add_subdirectory(mlir-vulkan-runner)

mlir/tools/mlir-vulkan-runner/CMakeLists.txt

+set(LLVM_OPTIONAL_SOURCES
+  mlir-vulkan-runner.cpp
+  vulkan-runtime-wrappers.cpp
+  VulkanRuntime.cpp
+  VulkanRuntime.h
+  )
+
+if (MLIR_VULKAN_RUNNER_ENABLED)
+  message(STATUS "Building the Vulkan runner")
+
+  # At first try "FindVulkan" from:
+  # https://cmake.org/cmake/help/v3.7/module/FindVulkan.html
+  if (NOT CMAKE_VERSION VERSION_LESS 3.7.0)
+    find_package(Vulkan)
+  endif()
+
+  # If Vulkan is not found try a path specified by VULKAN_SDK.
+  if (NOT Vulkan_FOUND)
+    if ("$ENV{VULKAN_SDK}" STREQUAL "")
+      message(FATAL_ERROR "Please use at least CMAKE 3.7.0 or provide VULKAN_SDK
+       path as an environment variable")
+    endif()
+
+    find_library(Vulkan_LIBRARY vulkan HINTS "$ENV{VULKAN_SDK}/lib" REQUIRED)
+    if (Vulkan_LIBRARY)
+      set(Vulkan_FOUND ON)
+      set(Vulkan_INCLUDE_DIR "$ENV{VULKAN_SDK}/include")
+      message(STATUS "Found Vulkan: " ${Vulkan_LIBRARY})
+    endif()
+  endif()
+
+  if (NOT Vulkan_FOUND)
+    message(FATAL_ERROR "Cannot find Vulkan library")
+  endif()
+
+  add_llvm_library(vulkan-runtime-wrappers SHARED
+    vulkan-runtime-wrappers.cpp
+    VulkanRuntime.cpp
+  )
+
+  target_include_directories(vulkan-runtime-wrappers
+    PRIVATE ${Vulkan_INCLUDE_DIR}
+    LLVMSupport
+  )
+
+  target_link_libraries(vulkan-runtime-wrappers
+    LLVMSupport
+    MLIRSPIRVSerialization
+    LLVMCore
+    LLVMSupport
+    ${Vulkan_LIBRARY}
+  )
+
+  set(FULL_LINK_LIBS
+    MLIRAffineOps
+    MLIRLoopToStandard
+    MLIRGPU
+    MLIRGPUtoSPIRVTransforms
+    MLIRGPUtoVulkanTransforms
+    MLIRLLVMIR
+    MLIRSPIRV
+    MLIRSPIRVTransforms
+    MLIRStandardOps
+    MLIRStandardToLLVM
+    MLIRTargetLLVMIR
+    MLIRTransforms
+    MLIRTranslation
+  )
+
+  set(LIBS
+    MLIRIR
+    MLIRParser
+    MLIREDSC
+    MLIRAnalysis
+    MLIRExecutionEngine
+    MLIRJitRunner
+    MLIRSupport
+    LLVMCore
+    LLVMSupport
+  )
+
+  add_llvm_executable(mlir-vulkan-runner
+    mlir-vulkan-runner.cpp
+  )
+  add_dependencies(mlir-vulkan-runner vulkan-runtime-wrappers)
+
+  llvm_update_compile_flags(mlir-vulkan-runner)
+  whole_archive_link(mlir-vulkan-runner ${FULL_LINK_LIBS})
+  target_link_libraries(mlir-vulkan-runner PRIVATE ${FULL_LINK_LIBS} ${LIBS})
+
+endif()

mlir/tools/mlir-vulkan-runner/VulkanRuntime.h

+//===- VulkanRuntime.cpp - MLIR Vulkan runtime ------------------*- C++ -*-===//
+//
+// 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 declares Vulkan runtime API.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef VULKAN_RUNTIME_H
+#define VULKAN_RUNTIME_H
+
+#include "mlir/Analysis/Passes.h"
+#include "mlir/Dialect/SPIRV/SPIRVOps.h"
+#include "mlir/Dialect/SPIRV/Serialization.h"
+#include "mlir/IR/Module.h"
+#include "mlir/Support/LogicalResult.h"
+#include "mlir/Support/StringExtras.h"
+#include "llvm/ADT/DenseMap.h"
+#include "llvm/Support/ToolOutputFile.h"
+
+#include <vulkan/vulkan.h>
+
+using namespace mlir;
+
+using DescriptorSetIndex = uint32_t;
+using BindingIndex = uint32_t;
+
+/// Struct containing information regarding to a device memory buffer.
+struct VulkanDeviceMemoryBuffer {
+  BindingIndex bindingIndex{0};
+  VkDescriptorType descriptorType{VK_DESCRIPTOR_TYPE_MAX_ENUM};
+  VkDescriptorBufferInfo bufferInfo{VK_NULL_HANDLE};
+  VkBuffer buffer{VK_NULL_HANDLE};
+  VkDeviceMemory deviceMemory{VK_NULL_HANDLE};
+};
+
+/// Struct containing information regarding to a host memory buffer.
+struct VulkanHostMemoryBuffer {
+  /// Pointer to a host memory.
+  void *ptr{nullptr};
+  /// Size of a host memory in bytes.
+  uint32_t size{0};
+};
+
+/// Struct containing the number of local workgroups to dispatch for each
+/// dimension.
+struct NumWorkGroups {
+  uint32_t x{1};
+  uint32_t y{1};
+  uint32_t z{1};
+};
+
+/// Struct containing information regarding a descriptor set.
+struct DescriptorSetInfo {
+  /// Index of a descriptor set in descriptor sets.
+  DescriptorSetIndex descriptorSet{0};
+  /// Number of desriptors in a set.
+  uint32_t descriptorSize{0};
+  /// Type of a descriptor set.
+  VkDescriptorType descriptorType{VK_DESCRIPTOR_TYPE_MAX_ENUM};
+};
+
+/// VulkanHostMemoryBuffer mapped into a descriptor set and a binding.
+using ResourceData =
+    llvm::DenseMap<DescriptorSetIndex,
+                   llvm::DenseMap<BindingIndex, VulkanHostMemoryBuffer>>;
+
+/// StorageClass mapped into a descriptor set and a binding.
+using ResourceStorageClassData =
+    llvm::DenseMap<DescriptorSetIndex,
+                   llvm::DenseMap<BindingIndex, mlir::spirv::StorageClass>>;
+
+inline void emitVulkanError(const llvm::Twine &message, VkResult error) {
+  llvm::errs()
+      << message.concat(" failed with error code ").concat(llvm::Twine{error});
+}
+
+#define RETURN_ON_VULKAN_ERROR(result, msg)                                    \
+  if ((result) != VK_SUCCESS) {                                                \
+    emitVulkanError(msg, (result));                                            \
+    return failure();                                                          \
+  }
+
+/// Vulkan runtime.
+/// The purpose of this class is to run SPIR-V computation shader on Vulkan
+/// device.
+/// Before the run, user must provide and set resource data with descriptors,
+/// spir-v shader, number of work groups and entry point. After the creation of
+/// VulkanRuntime, special methods must be called in the following
+/// sequence: initRuntime(), run(), updateHostMemoryBuffers(), destroy();
+/// each method in the sequence returns succes or failure depends on the Vulkan
+/// result code.
+class VulkanRuntime {
+public:
+  explicit VulkanRuntime() = default;
+  VulkanRuntime(const VulkanRuntime &) = delete;
+  VulkanRuntime &operator=(const VulkanRuntime &) = delete;
+
+  /// Sets needed data for Vulkan runtime.
+  void setResourceData(const ResourceData &resData);
+  void setResourceData(const DescriptorSetIndex desIndex,
+                       const BindingIndex bindIndex,
+                       const VulkanHostMemoryBuffer &hostMemBuffer);
+  void setShaderModule(uint8_t *shader, uint32_t size);
+  void setNumWorkGroups(const NumWorkGroups &numberWorkGroups);
+  void setResourceStorageClassData(const ResourceStorageClassData &stClassData);
+  void setEntryPoint(const char *entryPointName);
+
+  /// Runtime initialization.
+  LogicalResult initRuntime();
+
+  /// Runs runtime.
+  LogicalResult run();
+
+  /// Updates host memory buffers.
+  LogicalResult updateHostMemoryBuffers();
+
+  /// Destroys all created vulkan objects and resources.
+  LogicalResult destroy();
+
+private:
+  //===--------------------------------------------------------------------===//
+  // Pipeline creation methods.
+  //===--------------------------------------------------------------------===//
+
+  LogicalResult createInstance();
+  LogicalResult createDevice();
+  LogicalResult getBestComputeQueue(const VkPhysicalDevice &physicalDevice);
+  LogicalResult createMemoryBuffers();
+  LogicalResult createShaderModule();
+  void initDescriptorSetLayoutBindingMap();
+  LogicalResult createDescriptorSetLayout();
+  LogicalResult createPipelineLayout();
+  LogicalResult createComputePipeline();
+  LogicalResult createDescriptorPool();
+  LogicalResult allocateDescriptorSets();
+  LogicalResult setWriteDescriptors();
+  LogicalResult createCommandPool();
+  LogicalResult createComputeCommandBuffer();
+  LogicalResult submitCommandBuffersToQueue();
+
+  //===--------------------------------------------------------------------===//
+  // Helper methods.
+  //===--------------------------------------------------------------------===//
+
+  /// Maps storage class to a descriptor type.
+  LogicalResult
+  mapStorageClassToDescriptorType(spirv::StorageClass storageClass,
+                                  VkDescriptorType &descriptorType);
+
+  /// Maps storage class to buffer usage flags.
+  LogicalResult
+  mapStorageClassToBufferUsageFlag(spirv::StorageClass storageClass,
+                                   VkBufferUsageFlagBits &bufferUsage);
+
+  LogicalResult countDeviceMemorySize();
+
+  //===--------------------------------------------------------------------===//
+  // Vulkan objects.
+  //===--------------------------------------------------------------------===//
+
+  VkInstance instance;
+  VkDevice device;
+  VkQueue queue;
+
+  /// Specifies VulkanDeviceMemoryBuffers divided into sets.
+  llvm::DenseMap<DescriptorSetIndex,
+                 llvm::SmallVector<VulkanDeviceMemoryBuffer, 1>>
+      deviceMemoryBufferMap;
+
+  /// Specifies shader module.
+  VkShaderModule shaderModule;
+
+  /// Specifies layout bindings.
+  llvm::DenseMap<DescriptorSetIndex,
+                 llvm::SmallVector<VkDescriptorSetLayoutBinding, 1>>
+      descriptorSetLayoutBindingMap;
+
+  /// Specifies layouts of descriptor sets.
+  llvm::SmallVector<VkDescriptorSetLayout, 1> descriptorSetLayouts;
+  VkPipelineLayout pipelineLayout;
+
+  /// Specifies descriptor sets.
+  llvm::SmallVector<VkDescriptorSet, 1> descriptorSets;
+
+  /// Specifies a pool of descriptor set info, each descriptor set must have
+  /// information such as type, index and amount of bindings.
+  llvm::SmallVector<DescriptorSetInfo, 1> descriptorSetInfoPool;
+  VkDescriptorPool descriptorPool;
+
+  /// Computation pipeline.
+  VkPipeline pipeline;
+  VkCommandPool commandPool;
+  llvm::SmallVector<VkCommandBuffer, 1> commandBuffers;
+
+  //===--------------------------------------------------------------------===//
+  // Vulkan memory context.
+  //===--------------------------------------------------------------------===//
+
+  uint32_t queueFamilyIndex{0};
+  uint32_t memoryTypeIndex{VK_MAX_MEMORY_TYPES};
+  VkDeviceSize memorySize{0};
+
+  //===--------------------------------------------------------------------===//
+  // Vulkan execution context.
+  //===--------------------------------------------------------------------===//
+
+  NumWorkGroups numWorkGroups;
+  const char *entryPoint{nullptr};
+  uint8_t *binary{nullptr};
+  uint32_t binarySize{0};
+
+  //===--------------------------------------------------------------------===//
+  // Vulkan resource data and storage classes.
+  //===--------------------------------------------------------------------===//
+
+  ResourceData resourceData;
+  ResourceStorageClassData resourceStorageClassData;
+};
+#endif

mlir/tools/mlir-vulkan-runner/VulkanRuntime.cpp

+//===- VulkanRuntime.cpp - MLIR Vulkan runtime ------------------*- C++ -*-===//
+//
+// 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 provides a library for running a module on a Vulkan device.
+// Implements a Vulkan runtime.
+//
+//===----------------------------------------------------------------------===//
+
+#include "VulkanRuntime.h"
+
+using namespace mlir;
+
+void VulkanRuntime::setNumWorkGroups(const NumWorkGroups &numberWorkGroups) {
+  numWorkGroups = numberWorkGroups;
+}
+
+void VulkanRuntime::setResourceStorageClassData(
+    const ResourceStorageClassData &stClassData) {
+  resourceStorageClassData = stClassData;
+}
+
+void VulkanRuntime::setResourceData(
+    const DescriptorSetIndex desIndex, const BindingIndex bindIndex,
+    const VulkanHostMemoryBuffer &hostMemBuffer) {
+  resourceData[desIndex][bindIndex] = hostMemBuffer;
+  resourceStorageClassData[desIndex][bindIndex] =
+      spirv::StorageClass::StorageBuffer;
+}
+
+void VulkanRuntime::setEntryPoint(const char *entryPointName) {
+  entryPoint = entryPointName;
+}
+
+void VulkanRuntime::setResourceData(const ResourceData &resData) {
+  resourceData = resData;
+}
+
+void VulkanRuntime::setShaderModule(uint8_t *shader, uint32_t size) {
+  binary = shader;
+  binarySize = size;
+}
+
+LogicalResult VulkanRuntime::mapStorageClassToDescriptorType(
+    spirv::StorageClass storageClass, VkDescriptorType &descriptorType) {
+  switch (storageClass) {
+  case spirv::StorageClass::StorageBuffer:
+    descriptorType = VK_DESCRIPTOR_TYPE_STORAGE_BUFFER;
+    break;
+  case spirv::StorageClass::Uniform:
+    descriptorType = VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER;
+    break;
+  default:
+    return failure();
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::mapStorageClassToBufferUsageFlag(
+    spirv::StorageClass storageClass, VkBufferUsageFlagBits &bufferUsage) {
+  switch (storageClass) {
+  case spirv::StorageClass::StorageBuffer:
+    bufferUsage = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT;
+    break;
+  case spirv::StorageClass::Uniform:
+    bufferUsage = VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT;
+    break;
+  default:
+    return failure();
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::countDeviceMemorySize() {
+  for (const auto &resourceDataMapPair : resourceData) {
+    const auto &resourceDataMap = resourceDataMapPair.second;
+    for (const auto &resourceDataBindingPair : resourceDataMap) {
+      if (resourceDataBindingPair.second.size) {
+        memorySize += resourceDataBindingPair.second.size;
+      } else {
+        return failure();
+      }
+    }
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::initRuntime() {
+  if (!resourceData.size()) {
+    llvm::errs() << "Vulkan runtime needs at least one resource";
+    return failure();
+  }
+  if (!binarySize || !binary) {
+    llvm::errs() << "binary shader size must be greater than zero";
+    return failure();
+  }
+  if (failed(countDeviceMemorySize())) {
+    return failure();
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::destroy() {
+  // Free and destroy.
+  vkFreeCommandBuffers(device, commandPool, commandBuffers.size(),
+                       commandBuffers.data());
+  vkDestroyCommandPool(device, commandPool, nullptr);
+  vkFreeDescriptorSets(device, descriptorPool, descriptorSets.size(),
+                       descriptorSets.data());
+  vkDestroyDescriptorPool(device, descriptorPool, nullptr);
+  vkDestroyPipeline(device, pipeline, nullptr);
+  vkDestroyPipelineLayout(device, pipelineLayout, nullptr);
+  for (auto &descriptorSetLayout: descriptorSetLayouts) {
+    vkDestroyDescriptorSetLayout(device, descriptorSetLayout, nullptr);
+  }
+  vkDestroyShaderModule(device, shaderModule, nullptr);
+
+  // For each descriptor set.
+  for (auto &deviceMemoryBufferMapPair : deviceMemoryBufferMap) {
+    auto &deviceMemoryBuffers = deviceMemoryBufferMapPair.second;
+    // For each descirptor binding.
+    for (auto &memoryBuffer : deviceMemoryBuffers) {
+      vkFreeMemory(device, memoryBuffer.deviceMemory, nullptr);
+      vkDestroyBuffer(device, memoryBuffer.buffer, nullptr);
+    }
+  }
+
+  // Wait for device.
+  RETURN_ON_VULKAN_ERROR(vkDeviceWaitIdle(device), "vkDeviceWaitIdle");
+  vkDestroyDevice(device, nullptr);
+  vkDestroyInstance(instance, nullptr);
+  return success();
+}
+
+LogicalResult VulkanRuntime::run() {
+  // Create logical device, shader module and memory buffers.
+  if (failed(createInstance()) || failed(createDevice()) ||
+      failed(createMemoryBuffers()) || failed(createShaderModule())) {
+    return failure();
+  }
+
+  // Descriptor bindings divided into sets. Each descriptor binding
+  // must have a layout binding attached into a descriptor set layout.
+  // Each layout set must be binded into a pipeline layout.
+  initDescriptorSetLayoutBindingMap();
+  if (failed(createDescriptorSetLayout()) || failed(createPipelineLayout()) ||
+      // Each descriptor set must be allocated from a descriptor pool.
+      failed(createComputePipeline()) || failed(createDescriptorPool()) ||
+      failed(allocateDescriptorSets()) || failed(setWriteDescriptors()) ||
+      // Create command buffer.
+      failed(createCommandPool()) || failed(createComputeCommandBuffer())) {
+    return failure();
+  }
+
+  // Get working queue.
+  vkGetDeviceQueue(device, queueFamilyIndex, 0, &queue);
+
+  // Submit command buffer into the queue.
+  if (failed(submitCommandBuffersToQueue())) {
+    return failure();
+  }
+
+  RETURN_ON_VULKAN_ERROR(vkQueueWaitIdle(queue), "vkQueueWaitIdle");
+  return success();
+}
+
+LogicalResult VulkanRuntime::createInstance() {
+  VkApplicationInfo applicationInfo = {};
+  applicationInfo.sType = VK_STRUCTURE_TYPE_APPLICATION_INFO;
+  applicationInfo.pNext = nullptr;
+  applicationInfo.pApplicationName = "MLIR Vulkan runtime";
+  applicationInfo.applicationVersion = 0;
+  applicationInfo.pEngineName = "mlir";
+  applicationInfo.engineVersion = 0;
+  applicationInfo.apiVersion = VK_MAKE_VERSION(1, 0, 0);
+
+  VkInstanceCreateInfo instanceCreateInfo = {};
+  instanceCreateInfo.sType = VK_STRUCTURE_TYPE_INSTANCE_CREATE_INFO;
+  instanceCreateInfo.pNext = nullptr;
+  instanceCreateInfo.flags = 0;
+  instanceCreateInfo.pApplicationInfo = &applicationInfo;
+  instanceCreateInfo.enabledLayerCount = 0;
+  instanceCreateInfo.ppEnabledLayerNames = 0;
+  instanceCreateInfo.enabledExtensionCount = 0;
+  instanceCreateInfo.ppEnabledExtensionNames = 0;
+
+  RETURN_ON_VULKAN_ERROR(vkCreateInstance(&instanceCreateInfo, 0, &instance),
+                         "vkCreateInstance");
+  return success();
+}
+
+LogicalResult VulkanRuntime::createDevice() {
+  uint32_t physicalDeviceCount = 0;
+  RETURN_ON_VULKAN_ERROR(
+      vkEnumeratePhysicalDevices(instance, &physicalDeviceCount, 0),
+      "vkEnumeratePhysicalDevices");
+
+  llvm::SmallVector<VkPhysicalDevice, 1> physicalDevices(physicalDeviceCount);
+  RETURN_ON_VULKAN_ERROR(vkEnumeratePhysicalDevices(instance,
+                                                    &physicalDeviceCount,
+                                                    physicalDevices.data()),
+                         "vkEnumeratePhysicalDevices");
+
+  RETURN_ON_VULKAN_ERROR(physicalDeviceCount ? VK_SUCCESS : VK_INCOMPLETE,
+                         "physicalDeviceCount");
+
+  // TODO(denis0x0D): find the best device.
+  const auto &physicalDevice = physicalDevices.front();
+  getBestComputeQueue(physicalDevice);
+
+  const float queuePrioritory = 1.0f;
+  VkDeviceQueueCreateInfo deviceQueueCreateInfo = {};
+  deviceQueueCreateInfo.sType = VK_STRUCTURE_TYPE_DEVICE_QUEUE_CREATE_INFO;
+  deviceQueueCreateInfo.pNext = nullptr;
+  deviceQueueCreateInfo.flags = 0;
+  deviceQueueCreateInfo.queueFamilyIndex = queueFamilyIndex;
+  deviceQueueCreateInfo.queueCount = 1;
+  deviceQueueCreateInfo.pQueuePriorities = &queuePrioritory;
+
+  // Structure specifying parameters of a newly created device.
+  VkDeviceCreateInfo deviceCreateInfo = {};
+  deviceCreateInfo.sType = VK_STRUCTURE_TYPE_DEVICE_CREATE_INFO;
+  deviceCreateInfo.pNext = nullptr;
+  deviceCreateInfo.flags = 0;
+  deviceCreateInfo.queueCreateInfoCount = 1;
+  deviceCreateInfo.pQueueCreateInfos = &deviceQueueCreateInfo;
+  deviceCreateInfo.enabledLayerCount = 0;
+  deviceCreateInfo.ppEnabledLayerNames = nullptr;
+  deviceCreateInfo.enabledExtensionCount = 0;
+  deviceCreateInfo.ppEnabledExtensionNames = nullptr;
+  deviceCreateInfo.pEnabledFeatures = nullptr;
+
+  RETURN_ON_VULKAN_ERROR(
+      vkCreateDevice(physicalDevice, &deviceCreateInfo, 0, &device),
+      "vkCreateDevice");
+
+  VkPhysicalDeviceMemoryProperties properties = {};
+  vkGetPhysicalDeviceMemoryProperties(physicalDevice, &properties);
+
+  // Try to find memory type with following properties:
+  // VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT bit specifies that memory allocated
+  // with this type can be mapped for host access using vkMapMemory;
+  // VK_MEMORY_PROPERTY_HOST_COHERENT_BIT bit specifies that the host cache
+  // management commands vkFlushMappedMemoryRanges and
+  // vkInvalidateMappedMemoryRanges are not needed to flush host writes to the
+  // device or make device writes visible to the host, respectively.
+  for (uint32_t i = 0, e = properties.memoryTypeCount; i < e; ++i) {
+    if ((VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT &
+         properties.memoryTypes[i].propertyFlags) &&
+        (VK_MEMORY_PROPERTY_HOST_COHERENT_BIT &
+         properties.memoryTypes[i].propertyFlags) &&
+        (memorySize <=
+         properties.memoryHeaps[properties.memoryTypes[i].heapIndex].size)) {
+      memoryTypeIndex = i;
+      break;
+    }
+  }
+
+  RETURN_ON_VULKAN_ERROR(memoryTypeIndex == VK_MAX_MEMORY_TYPES ? VK_INCOMPLETE
+                                                                : VK_SUCCESS,
+                         "invalid memoryTypeIndex");
+  return success();
+}
+
+LogicalResult
+VulkanRuntime::getBestComputeQueue(const VkPhysicalDevice &physicalDevice) {
+  uint32_t queueFamilyPropertiesCount = 0;
+  vkGetPhysicalDeviceQueueFamilyProperties(physicalDevice,
+                                           &queueFamilyPropertiesCount, 0);
+  SmallVector<VkQueueFamilyProperties, 1> queueFamilyProperties(
+      queueFamilyPropertiesCount);
+
+  vkGetPhysicalDeviceQueueFamilyProperties(physicalDevice,
+                                           &queueFamilyPropertiesCount,
+                                           queueFamilyProperties.data());
+
+  // VK_QUEUE_COMPUTE_BIT specifies that queues in this queue family support
+  // compute operations.
+  for (uint32_t i = 0; i < queueFamilyPropertiesCount; ++i) {
+    const VkQueueFlags maskedFlags =
+        (~(VK_QUEUE_TRANSFER_BIT | VK_QUEUE_SPARSE_BINDING_BIT) &
+         queueFamilyProperties[i].queueFlags);
+
+    if (!(VK_QUEUE_GRAPHICS_BIT & maskedFlags) &&
+        (VK_QUEUE_COMPUTE_BIT & maskedFlags)) {
+      queueFamilyIndex = i;
+      return success();
+    }
+  }
+
+  for (uint32_t i = 0; i < queueFamilyPropertiesCount; ++i) {
+    const VkQueueFlags maskedFlags =
+        (~(VK_QUEUE_TRANSFER_BIT | VK_QUEUE_SPARSE_BINDING_BIT) &
+         queueFamilyProperties[i].queueFlags);
+
+    if (VK_QUEUE_COMPUTE_BIT & maskedFlags) {
+      queueFamilyIndex = i;
+      return success();
+    }
+  }
+
+  llvm::errs() << "cannot find valid queue";
+  return failure();
+}
+
+LogicalResult VulkanRuntime::createMemoryBuffers() {
+  // For each descriptor set.
+  for (const auto &resourceDataMapPair : resourceData) {
+    llvm::SmallVector<VulkanDeviceMemoryBuffer, 1> deviceMemoryBuffers;
+    const auto descriptorSetIndex = resourceDataMapPair.first;
+    const auto &resourceDataMap = resourceDataMapPair.second;
+
+    // For each descriptor binding.
+    for (const auto &resourceDataBindingPair : resourceDataMap) {
+      // Create device memory buffer.
+      VulkanDeviceMemoryBuffer memoryBuffer;
+      memoryBuffer.bindingIndex = resourceDataBindingPair.first;
+      VkDescriptorType descriptorType = {};
+      VkBufferUsageFlagBits bufferUsage = {};
+
+      // Check that descriptor set has storage class map.
+      const auto resourceStorageClassMapIt =
+          resourceStorageClassData.find(descriptorSetIndex);
+      if (resourceStorageClassMapIt == resourceStorageClassData.end()) {
+        llvm::errs()
+            << "cannot find storge class for resource in descriptor set: "
+            << descriptorSetIndex;
+        return failure();
+      }
+
+      // Check that specific descriptor binding has storage class.
+      const auto &resourceStorageClassMap = resourceStorageClassMapIt->second;
+      const auto resourceStorageClassIt =
+          resourceStorageClassMap.find(resourceDataBindingPair.first);
+      if (resourceStorageClassIt == resourceStorageClassMap.end()) {
+        llvm::errs()
+            << "cannot find storage class for resource with descriptor index: "
+            << resourceDataBindingPair.first;
+        return failure();
+      }
+
+      const auto resourceStorageClassBinding = resourceStorageClassIt->second;
+      if (failed(mapStorageClassToDescriptorType(resourceStorageClassBinding,
+                                                 descriptorType)) ||
+          failed(mapStorageClassToBufferUsageFlag(resourceStorageClassBinding,
+                                                  bufferUsage))) {
+        llvm::errs() << "storage class for resource with descriptor binding: "
+                     << resourceDataBindingPair.first
+                     << " in the descriptor set: " << descriptorSetIndex
+                     << " is not supported ";
+        return failure();
+      }
+
+      // Set descriptor type for the specific device memory buffer.
+      memoryBuffer.descriptorType = descriptorType;
+      const auto bufferSize = resourceDataBindingPair.second.size;
+
+      // Specify memory allocation info.
+      VkMemoryAllocateInfo memoryAllocateInfo = {};
+      memoryAllocateInfo.sType = VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_INFO;
+      memoryAllocateInfo.pNext = nullptr;
+      memoryAllocateInfo.allocationSize = bufferSize;
+      memoryAllocateInfo.memoryTypeIndex = memoryTypeIndex;
+
+      // Allocate device memory.
+      RETURN_ON_VULKAN_ERROR(vkAllocateMemory(device, &memoryAllocateInfo, 0,
+                                              &memoryBuffer.deviceMemory),
+                             "vkAllocateMemory");
+      void *payload;
+      RETURN_ON_VULKAN_ERROR(vkMapMemory(device, memoryBuffer.deviceMemory, 0,
+                                         bufferSize, 0,
+                                         reinterpret_cast<void **>(&payload)),
+                             "vkMapMemory");
+
+      // Copy host memory into the mapped area.
+      std::memcpy(payload, resourceDataBindingPair.second.ptr, bufferSize);
+      vkUnmapMemory(device, memoryBuffer.deviceMemory);
+
+      VkBufferCreateInfo bufferCreateInfo = {};
+      bufferCreateInfo.sType = VK_STRUCTURE_TYPE_BUFFER_CREATE_INFO;
+      bufferCreateInfo.pNext = nullptr;
+      bufferCreateInfo.flags = 0;
+      bufferCreateInfo.size = bufferSize;
+      bufferCreateInfo.usage = bufferUsage;
+      bufferCreateInfo.sharingMode = VK_SHARING_MODE_EXCLUSIVE;
+      bufferCreateInfo.queueFamilyIndexCount = 1;
+      bufferCreateInfo.pQueueFamilyIndices = &queueFamilyIndex;
+      RETURN_ON_VULKAN_ERROR(
+          vkCreateBuffer(device, &bufferCreateInfo, 0, &memoryBuffer.buffer),
+          "vkCreateBuffer");
+
+      // Bind buffer and device memory.
+      RETURN_ON_VULKAN_ERROR(vkBindBufferMemory(device, memoryBuffer.buffer,
+                                                memoryBuffer.deviceMemory, 0),
+                             "vkBindBufferMemory");
+
+      // Update buffer info.
+      memoryBuffer.bufferInfo.buffer = memoryBuffer.buffer;
+      memoryBuffer.bufferInfo.offset = 0;
+      memoryBuffer.bufferInfo.range = VK_WHOLE_SIZE;
+      deviceMemoryBuffers.push_back(memoryBuffer);
+    }
+
+    // Associate device memory buffers with a descriptor set.
+    deviceMemoryBufferMap[descriptorSetIndex] = deviceMemoryBuffers;
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::createShaderModule() {
+  VkShaderModuleCreateInfo shaderModuleCreateInfo = {};
+  shaderModuleCreateInfo.sType = VK_STRUCTURE_TYPE_SHADER_MODULE_CREATE_INFO;
+  shaderModuleCreateInfo.pNext = nullptr;
+  shaderModuleCreateInfo.flags = 0;
+  // Set size in bytes.
+  shaderModuleCreateInfo.codeSize = binarySize;
+  // Set pointer to the binary shader.
+  shaderModuleCreateInfo.pCode = reinterpret_cast<uint32_t *>(binary);
+  RETURN_ON_VULKAN_ERROR(
+      vkCreateShaderModule(device, &shaderModuleCreateInfo, 0, &shaderModule),
+      "vkCreateShaderModule");
+  return success();
+}
+
+void VulkanRuntime::initDescriptorSetLayoutBindingMap() {
+  for (const auto &deviceMemoryBufferMapPair : deviceMemoryBufferMap) {
+    SmallVector<VkDescriptorSetLayoutBinding, 1> descriptorSetLayoutBindings;
+    const auto &deviceMemoryBuffers = deviceMemoryBufferMapPair.second;
+    const auto descriptorSetIndex = deviceMemoryBufferMapPair.first;
+
+    // Create a layout binding for each descriptor.
+    for (const auto &memBuffer : deviceMemoryBuffers) {
+      VkDescriptorSetLayoutBinding descriptorSetLayoutBinding = {};
+      descriptorSetLayoutBinding.binding = memBuffer.bindingIndex;
+      descriptorSetLayoutBinding.descriptorType = memBuffer.descriptorType;
+      descriptorSetLayoutBinding.descriptorCount = 1;
+      descriptorSetLayoutBinding.stageFlags = VK_SHADER_STAGE_COMPUTE_BIT;
+      descriptorSetLayoutBinding.pImmutableSamplers = 0;
+      descriptorSetLayoutBindings.push_back(descriptorSetLayoutBinding);
+    }
+    descriptorSetLayoutBindingMap[descriptorSetIndex] =
+        descriptorSetLayoutBindings;
+  }
+}
+
+LogicalResult VulkanRuntime::createDescriptorSetLayout() {
+  for (const auto &deviceMemoryBufferMapPair : deviceMemoryBufferMap) {
+    const auto descriptorSetIndex = deviceMemoryBufferMapPair.first;
+    const auto &deviceMemoryBuffers = deviceMemoryBufferMapPair.second;
+    // Each descriptor in a descriptor set must be the same type.
+    VkDescriptorType descriptorType =
+        deviceMemoryBuffers.front().descriptorType;
+    const uint32_t descriptorSize = deviceMemoryBuffers.size();
+    const auto descriptorSetLayoutBindingIt =
+        descriptorSetLayoutBindingMap.find(descriptorSetIndex);
+
+    if (descriptorSetLayoutBindingIt == descriptorSetLayoutBindingMap.end()) {
+      llvm::errs() << "cannot find layout bindings for the set with number: "
+                   << descriptorSetIndex;
+      return failure();
+    }
+
+    const auto &descriptorSetLayoutBindings =
+        descriptorSetLayoutBindingIt->second;
+    // Create descriptor set layout.
+    VkDescriptorSetLayout descriptorSetLayout = {};
+    VkDescriptorSetLayoutCreateInfo descriptorSetLayoutCreateInfo = {};
+
+    descriptorSetLayoutCreateInfo.sType =
+        VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_CREATE_INFO;
+    descriptorSetLayoutCreateInfo.pNext = nullptr;
+    descriptorSetLayoutCreateInfo.flags = 0;
+    // Amount of descriptor bindings in a layout set.
+    descriptorSetLayoutCreateInfo.bindingCount =
+        descriptorSetLayoutBindings.size();
+    descriptorSetLayoutCreateInfo.pBindings =
+        descriptorSetLayoutBindings.data();
+    RETURN_ON_VULKAN_ERROR(
+        vkCreateDescriptorSetLayout(device, &descriptorSetLayoutCreateInfo, 0,
+                                    &descriptorSetLayout),
+        "vkCreateDescriptorSetLayout");
+
+    descriptorSetLayouts.push_back(descriptorSetLayout);
+    descriptorSetInfoPool.push_back(
+        {descriptorSetIndex, descriptorSize, descriptorType});
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::createPipelineLayout() {
+  // Associate descriptor sets with a pipeline layout.
+  VkPipelineLayoutCreateInfo pipelineLayoutCreateInfo = {};
+  pipelineLayoutCreateInfo.sType =
+      VK_STRUCTURE_TYPE_PIPELINE_LAYOUT_CREATE_INFO;
+  pipelineLayoutCreateInfo.pNext = nullptr;
+  pipelineLayoutCreateInfo.flags = 0;
+  pipelineLayoutCreateInfo.setLayoutCount = descriptorSetLayouts.size();
+  pipelineLayoutCreateInfo.pSetLayouts = descriptorSetLayouts.data();
+  pipelineLayoutCreateInfo.pushConstantRangeCount = 0;
+  pipelineLayoutCreateInfo.pPushConstantRanges = 0;
+  RETURN_ON_VULKAN_ERROR(vkCreatePipelineLayout(device,
+                                                &pipelineLayoutCreateInfo, 0,
+                                                &pipelineLayout),
+                         "vkCreatePipelineLayout");
+  return success();
+}
+
+LogicalResult VulkanRuntime::createComputePipeline() {
+  VkPipelineShaderStageCreateInfo stageInfo = {};
+  stageInfo.sType = VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_CREATE_INFO;
+  stageInfo.pNext = nullptr;
+  stageInfo.flags = 0;
+  stageInfo.stage = VK_SHADER_STAGE_COMPUTE_BIT;
+  stageInfo.module = shaderModule;
+  // Set entry point.
+  stageInfo.pName = entryPoint;
+  stageInfo.pSpecializationInfo = 0;
+
+  VkComputePipelineCreateInfo computePipelineCreateInfo = {};
+  computePipelineCreateInfo.sType =
+      VK_STRUCTURE_TYPE_COMPUTE_PIPELINE_CREATE_INFO;
+  computePipelineCreateInfo.pNext = nullptr;
+  computePipelineCreateInfo.flags = 0;
+  computePipelineCreateInfo.stage = stageInfo;
+  computePipelineCreateInfo.layout = pipelineLayout;
+  computePipelineCreateInfo.basePipelineHandle = 0;
+  computePipelineCreateInfo.basePipelineIndex = 0;
+  RETURN_ON_VULKAN_ERROR(vkCreateComputePipelines(device, 0, 1,
+                                                  &computePipelineCreateInfo, 0,
+                                                  &pipeline),
+                         "vkCreateComputePipelines");
+  return success();
+}
+
+LogicalResult VulkanRuntime::createDescriptorPool() {
+  llvm::SmallVector<VkDescriptorPoolSize, 1> descriptorPoolSizes;
+  for (const auto &descriptorSetInfo : descriptorSetInfoPool) {
+    // For each descriptor set populate descriptor pool size.
+    VkDescriptorPoolSize descriptorPoolSize = {};
+    descriptorPoolSize.type = descriptorSetInfo.descriptorType;
+    descriptorPoolSize.descriptorCount = descriptorSetInfo.descriptorSize;
+    descriptorPoolSizes.push_back(descriptorPoolSize);
+  }
+
+  VkDescriptorPoolCreateInfo descriptorPoolCreateInfo = {};
+  descriptorPoolCreateInfo.sType =
+      VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_CREATE_INFO;
+  descriptorPoolCreateInfo.pNext = nullptr;
+  descriptorPoolCreateInfo.flags = 0;
+  descriptorPoolCreateInfo.maxSets = descriptorPoolSizes.size();
+  descriptorPoolCreateInfo.poolSizeCount = descriptorPoolSizes.size();
+  descriptorPoolCreateInfo.pPoolSizes = descriptorPoolSizes.data();
+  RETURN_ON_VULKAN_ERROR(vkCreateDescriptorPool(device,
+                                                &descriptorPoolCreateInfo, 0,
+                                                &descriptorPool),
+                         "vkCreateDescriptorPool");
+  return success();
+}
+
+LogicalResult VulkanRuntime::allocateDescriptorSets() {
+  VkDescriptorSetAllocateInfo descriptorSetAllocateInfo = {};
+  // Size of desciptor sets and descriptor layout sets is the same.
+  descriptorSets.resize(descriptorSetLayouts.size());
+  descriptorSetAllocateInfo.sType =
+      VK_STRUCTURE_TYPE_DESCRIPTOR_SET_ALLOCATE_INFO;
+  descriptorSetAllocateInfo.pNext = nullptr;
+  descriptorSetAllocateInfo.descriptorPool = descriptorPool;
+  descriptorSetAllocateInfo.descriptorSetCount = descriptorSetLayouts.size();
+  descriptorSetAllocateInfo.pSetLayouts = descriptorSetLayouts.data();
+  RETURN_ON_VULKAN_ERROR(vkAllocateDescriptorSets(device,
+                                                  &descriptorSetAllocateInfo,
+                                                  descriptorSets.data()),
+                         "vkAllocateDescriptorSets");
+  return success();
+}
+
+LogicalResult VulkanRuntime::setWriteDescriptors() {
+  if (descriptorSets.size() != descriptorSetInfoPool.size()) {
+    llvm::errs() << "Each descriptor set must have descriptor set information";
+    return failure();
+  }
+  // For each descriptor set.
+  auto descriptorSetIt = descriptorSets.begin();
+  // Each descriptor set is associated with descriptor set info.
+  for (const auto &descriptorSetInfo : descriptorSetInfoPool) {
+    // For each device memory buffer in the descriptor set.
+    const auto &deviceMemoryBuffers =
+        deviceMemoryBufferMap[descriptorSetInfo.descriptorSet];
+    for (const auto &memoryBuffer : deviceMemoryBuffers) {
+      // Structure describing descriptor sets to write to.
+      VkWriteDescriptorSet wSet = {};
+      wSet.sType = VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET;
+      wSet.pNext = nullptr;
+      // Descirptor set.
+      wSet.dstSet = *descriptorSetIt;
+      wSet.dstBinding = memoryBuffer.bindingIndex;
+      wSet.dstArrayElement = 0;
+      wSet.descriptorCount = 1;
+      wSet.descriptorType = memoryBuffer.descriptorType;
+      wSet.pImageInfo = nullptr;
+      wSet.pBufferInfo = &memoryBuffer.bufferInfo;
+      wSet.pTexelBufferView = nullptr;
+      vkUpdateDescriptorSets(device, 1, &wSet, 0, nullptr);
+    }
+    // Increment descriptor set iterator.
+    ++descriptorSetIt;
+  }
+  return success();
+}
+
+LogicalResult VulkanRuntime::createCommandPool() {
+  VkCommandPoolCreateInfo commandPoolCreateInfo = {};
+  commandPoolCreateInfo.sType = VK_STRUCTURE_TYPE_COMMAND_POOL_CREATE_INFO;
+  commandPoolCreateInfo.pNext = nullptr;
+  commandPoolCreateInfo.flags = 0;
+  commandPoolCreateInfo.queueFamilyIndex = queueFamilyIndex;
+  RETURN_ON_VULKAN_ERROR(
+      vkCreateCommandPool(device, &commandPoolCreateInfo, 0, &commandPool),
+      "vkCreateCommandPool");
+  return success();
+}
+
+LogicalResult VulkanRuntime::createComputeCommandBuffer() {
+  VkCommandBufferAllocateInfo commandBufferAllocateInfo = {};
+  VkCommandBuffer commandBuffer;
+  commandBufferAllocateInfo.sType =
+      VK_STRUCTURE_TYPE_COMMAND_BUFFER_ALLOCATE_INFO;
+  commandBufferAllocateInfo.pNext = nullptr;
+  commandBufferAllocateInfo.commandPool = commandPool;
+  commandBufferAllocateInfo.level = VK_COMMAND_BUFFER_LEVEL_PRIMARY;
+  commandBufferAllocateInfo.commandBufferCount = 1;
+  RETURN_ON_VULKAN_ERROR(vkAllocateCommandBuffers(device,
+                                                  &commandBufferAllocateInfo,
+                                                  &commandBuffer),
+                         "vkAllocateCommandBuffers");
+
+  VkCommandBufferBeginInfo commandBufferBeginInfo;
+  commandBufferBeginInfo.sType = VK_STRUCTURE_TYPE_COMMAND_BUFFER_BEGIN_INFO;
+  commandBufferBeginInfo.pNext = nullptr;
+  commandBufferBeginInfo.flags = VK_COMMAND_BUFFER_USAGE_ONE_TIME_SUBMIT_BIT;
+  commandBufferBeginInfo.pInheritanceInfo = 0;
+
+  // Commands begin.
+  RETURN_ON_VULKAN_ERROR(
+      vkBeginCommandBuffer(commandBuffer, &commandBufferBeginInfo),
+      "vkBeginCommandBuffer");
+
+  // Commands.
+  vkCmdBindPipeline(commandBuffer, VK_PIPELINE_BIND_POINT_COMPUTE, pipeline);
+  vkCmdBindDescriptorSets(commandBuffer, VK_PIPELINE_BIND_POINT_COMPUTE,
+                          pipelineLayout, 0, descriptorSets.size(),
+                          descriptorSets.data(), 0, 0);
+  vkCmdDispatch(commandBuffer, numWorkGroups.x, numWorkGroups.y,
+                numWorkGroups.z);
+
+  // Commands end.
+  RETURN_ON_VULKAN_ERROR(vkEndCommandBuffer(commandBuffer),
+                         "vkEndCommandBuffer");
+
+  commandBuffers.push_back(commandBuffer);
+  return success();
+}
+
+LogicalResult VulkanRuntime::submitCommandBuffersToQueue() {
+  VkSubmitInfo submitInfo;
+  submitInfo.sType = VK_STRUCTURE_TYPE_SUBMIT_INFO;
+  submitInfo.pNext = nullptr;
+  submitInfo.waitSemaphoreCount = 0;
+  submitInfo.pWaitSemaphores = 0;
+  submitInfo.pWaitDstStageMask = 0;
+  submitInfo.commandBufferCount = commandBuffers.size();
+  submitInfo.pCommandBuffers = commandBuffers.data();
+  submitInfo.signalSemaphoreCount = 0;
+  submitInfo.pSignalSemaphores = nullptr;
+  RETURN_ON_VULKAN_ERROR(vkQueueSubmit(queue, 1, &submitInfo, 0),
+                         "vkQueueSubmit");
+  return success();
+}
+
+LogicalResult VulkanRuntime::updateHostMemoryBuffers() {
+  // For each descriptor set.
+  for (auto &resourceDataMapPair : resourceData) {
+    auto &resourceDataMap = resourceDataMapPair.second;
+    auto &deviceMemoryBuffers =
+        deviceMemoryBufferMap[resourceDataMapPair.first];
+    // For each device memory buffer in the set.
+    for (auto &deviceMemoryBuffer : deviceMemoryBuffers) {
+      if (resourceDataMap.count(deviceMemoryBuffer.bindingIndex)) {
+        void *payload;
+        auto &hostMemoryBuffer =
+            resourceDataMap[deviceMemoryBuffer.bindingIndex];
+        RETURN_ON_VULKAN_ERROR(vkMapMemory(device,
+                                           deviceMemoryBuffer.deviceMemory, 0,
+                                           hostMemoryBuffer.size, 0,
+                                           reinterpret_cast<void **>(&payload)),
+                               "vkMapMemory");
+        std::memcpy(hostMemoryBuffer.ptr, payload, hostMemoryBuffer.size);
+        vkUnmapMemory(device, deviceMemoryBuffer.deviceMemory);
+      }
+    }
+  }
+  return success();
+}

mlir/tools/mlir-vulkan-runner/mlir-vulkan-runner.cpp

+//===- mlir-vulkan-runner.cpp - MLIR Vulkan Execution Driver --------------===//
+//
+// 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 is a command line utility that executes an MLIR file on the Vulkan by
+// translating MLIR GPU module to SPIR-V and host part to LLVM IR before
+// JIT-compiling and executing the latter.
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Conversion/GPUToSPIRV/ConvertGPUToSPIRVPass.h"
+#include "mlir/Conversion/GPUToVulkan/ConvertGPUToVulkanPass.h"
+#include "mlir/Conversion/StandardToLLVM/ConvertStandardToLLVMPass.h"
+#include "mlir/Conversion/StandardToSPIRV/ConvertStandardToSPIRVPass.h"
+#include "mlir/Dialect/GPU/Passes.h"
+#include "mlir/Dialect/SPIRV/Passes.h"
+#include "mlir/Dialect/SPIRV/SPIRVOps.h"
+#include "mlir/Pass/Pass.h"
+#include "mlir/Pass/PassManager.h"
+#include "mlir/Support/JitRunner.h"
+
+using namespace mlir;
+
+static LogicalResult runMLIRPasses(ModuleOp m) {
+  PassManager pm(m.getContext());
+  applyPassManagerCLOptions(pm);
+
+  pm.addPass(createGpuKernelOutliningPass());
+  pm.addPass(createLegalizeStdOpsForSPIRVLoweringPass());
+  // TODO(denis0x0D): Rebase on D74012 when commited.
+  pm.addPass(createConvertGPUToSPIRVPass({1, 1, 1}));
+  OpPassManager &modulePM = pm.nest<spirv::ModuleOp>();
+  modulePM.addPass(spirv::createLowerABIAttributesPass());
+  pm.addPass(createConvertGpuLaunchFuncToVulkanCallsPass());
+  pm.addPass(createLowerToLLVMPass());
+  return pm.run(m);
+}
+
+int main(int argc, char **argv) {
+  registerPassManagerCLOptions();
+  return mlir::JitRunnerMain(argc, argv, &runMLIRPasses);
+}

mlir/tools/mlir-vulkan-runner/vulkan-runtime-wrappers.cpp

+//===- vulkan-runtime-wrappers.cpp - MLIR Vulkan runner wrapper library ---===//
+//
+// 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
+//
+//===----------------------------------------------------------------------===//
+//
+// Implements C runtime wrappers around the VulkanRuntime.
+// Also adds VulkanRuntimeManager class to manage VulkanRuntime.
+//
+//===----------------------------------------------------------------------===//
+
+#include <mutex>
+#include <numeric>
+
+#include "llvm/Support/raw_ostream.h"
+#include "VulkanRuntime.h"
+
+/// This class represents a bridge between VulkanRuntime and C style runtime
+/// wrappers. It's designed to handle single SPIR-V compute shader.
+class VulkanRuntimeManager {
+  public:
+    VulkanRuntimeManager(const VulkanRuntimeManager &) = delete;
+    VulkanRuntimeManager operator=(const VulkanRuntimeManager &) = delete;
+    ~VulkanRuntimeManager() = default;
+
+    static VulkanRuntimeManager *instance() {
+      static VulkanRuntimeManager *runtimeManager = new VulkanRuntimeManager;
+      return runtimeManager;
+    }
+
+    void setResourceData(DescriptorSetIndex setIndex, BindingIndex bindIndex,
+                         const VulkanHostMemoryBuffer &memBuffer) {
+      std::lock_guard<std::mutex> lock(mutex);
+      vulkanRuntime.setResourceData(setIndex, bindIndex, memBuffer);
+    }
+
+    void setEntryPoint(const char *entryPoint) {
+      std::lock_guard<std::mutex> lock(mutex);
+      vulkanRuntime.setEntryPoint(entryPoint);
+    }
+
+    void setNumWorkGroups(NumWorkGroups numWorkGroups) {
+      std::lock_guard<std::mutex> lock(mutex);
+      vulkanRuntime.setNumWorkGroups(numWorkGroups);
+    }
+
+    void setShaderModule(uint8_t *shader, uint32_t size) {
+      std::lock_guard<std::mutex> lock(mutex);
+      vulkanRuntime.setShaderModule(shader, size);
+    }
+
+    void runOnVulkan() {
+      std::lock_guard<std::mutex> lock(mutex);
+      if (failed(vulkanRuntime.initRuntime()) || failed(vulkanRuntime.run()) ||
+          failed(vulkanRuntime.updateHostMemoryBuffers()) ||
+          failed(vulkanRuntime.destroy())) {
+        llvm::errs() << "runOnVulkan failed";
+      }
+    }
+
+  private:
+    VulkanRuntimeManager() = default;
+    VulkanRuntime vulkanRuntime;
+    std::mutex mutex;
+};
+
+template <typename T, int N>
+struct MemRefT {
+  T *basePtr;
+  T *data;
+  int64_t offset;
+  int64_t sizes[N];
+  int64_t strides[N];
+};
+
+extern "C" {
+/// Fills the given memref with the given value.
+/// Binds the given memref to the given descriptor set and descriptor index.
+void setResourceData(const DescriptorSetIndex setIndex, BindingIndex bindIndex,
+                     const MemRefT<float, 1> *memRef, float value) {
+  std::fill_n(memRef->data, memRef->sizes[0], value);
+  VulkanHostMemoryBuffer memBuffer{
+      memRef->data, static_cast<uint32_t>(memRef->sizes[0] * sizeof(float))};
+  VulkanRuntimeManager::instance()->setResourceData(setIndex, bindIndex,
+                                                    memBuffer);
+}
+
+void setEntryPoint(const char *entryPoint) {
+  VulkanRuntimeManager::instance()->setEntryPoint(entryPoint);
+}
+
+void setNumWorkGroups(uint32_t x, uint32_t y, uint32_t z) {
+  VulkanRuntimeManager::instance()->setNumWorkGroups({x, y, z});
+}
+
+void setBinaryShader(uint8_t *shader, uint32_t size) {
+  VulkanRuntimeManager::instance()->setShaderModule(shader, size);
+}
+
+void runOnVulkan() { VulkanRuntimeManager::instance()->runOnVulkan(); }
+}