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[Vulkan] Broke out implicit device requirements into SPIRVSupport #8048

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May 18, 2021
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2 changes: 1 addition & 1 deletion src/target/spirv/build_vulkan.cc
Original file line number Diff line number Diff line change
Expand Up @@ -75,7 +75,7 @@ runtime::Module BuildSPIRV(IRModule mod, Target target, bool webgpu_restriction)

mod = tir::transform::PointerValueTypeRewrite()(std::move(mod));

CodeGenSPIRV cg;
CodeGenSPIRV cg(target);

for (auto kv : mod->functions) {
ICHECK(kv.second->IsInstance<PrimFuncNode>()) << "CodeGenSPIRV: Can only take PrimFunc";
Expand Down
7 changes: 5 additions & 2 deletions src/target/spirv/codegen_spirv.cc
Original file line number Diff line number Diff line change
Expand Up @@ -37,14 +37,17 @@
namespace tvm {
namespace codegen {

CodeGenSPIRV::CodeGenSPIRV(Target target) : spirv_support_(target) {}

runtime::VulkanShader CodeGenSPIRV::BuildFunction(const PrimFunc& f, const std::string& name) {
this->InitFuncState();
ICHECK(f->HasNonzeroAttr(tir::attr::kNoAlias)) << "SPIRV only takes restricted memory model";
std::vector<Var> pod_args;
uint32_t num_buffer = 0;

// Currently, all storage and uniform buffer arguments are passed as
// a single descriptor set at index 0.
// a single descriptor set at index 0. If ever non-zero, must
// ensure it is less than maxBoundDescriptorSets.
const uint32_t descriptor_set = 0;

for (Var arg : f->params) {
Expand Down Expand Up @@ -114,7 +117,7 @@ void CodeGenSPIRV::InitFuncState() {
var_map_.clear();
storage_info_.clear();
analyzer_.reset(new arith::Analyzer());
builder_.reset(new spirv::IRBuilder());
builder_.reset(new spirv::IRBuilder(spirv_support_));
builder_->InitHeader();
}

Expand Down
12 changes: 12 additions & 0 deletions src/target/spirv/codegen_spirv.h
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@
#define TVM_TARGET_SPIRV_CODEGEN_SPIRV_H_

#include <tvm/arith/analyzer.h>
#include <tvm/target/target.h>
#include <tvm/tir/analysis.h>
#include <tvm/tir/expr.h>
#include <tvm/tir/function.h>
Expand All @@ -38,6 +39,7 @@
#include "../../runtime/thread_storage_scope.h"
#include "../../runtime/vulkan/vulkan_shader.h"
#include "ir_builder.h"
#include "spirv_support.h"

namespace tvm {
namespace codegen {
Expand All @@ -50,6 +52,14 @@ using namespace tir;
class CodeGenSPIRV : public ExprFunctor<spirv::Value(const PrimExpr&)>,
public StmtFunctor<void(const Stmt&)> {
public:
/*!
* \brief Initialize the codegen based on a specific target.
*
* \param target The target for which code should be generated. The
* device_type for this target must be kDLVulkan.
*/
CodeGenSPIRV(Target target);

/*!
* \brief Compile and add function f to the current module.
* \param f The function to be added.
Expand Down Expand Up @@ -131,6 +141,8 @@ class CodeGenSPIRV : public ExprFunctor<spirv::Value(const PrimExpr&)>,
spirv::Value GetThreadIndex(const IterVar& iv, const PrimExpr& extent);
spirv::Value CreateStorageSync(const CallNode* op);
void Scalarize(const PrimExpr& e, std::function<void(int i, spirv::Value v)> f);
// SPIRV-related capabilities of the target
SPIRVSupport spirv_support_;
// The builder
std::unique_ptr<spirv::IRBuilder> builder_;
// Work group size of three
Expand Down
136 changes: 111 additions & 25 deletions src/target/spirv/ir_builder.cc
Original file line number Diff line number Diff line change
Expand Up @@ -23,33 +23,35 @@
*/
#include "ir_builder.h"

#include <spirv.hpp>

namespace tvm {
namespace codegen {
namespace spirv {

// implementations

IRBuilder::IRBuilder(const SPIRVSupport& support) : spirv_support_(support) {}

void IRBuilder::InitHeader() {
ICHECK_EQ(header_.size(), 0U);
header_.push_back(spv::MagicNumber);

// Use the spirv version as indicated in the SDK.
#if SPV_VERSION >= 0x10300
header_.push_back(0x10300);
#else
// Target SPIR-V version 1.0. Additional functionality will be
// enabled through extensions.
header_.push_back(0x10000);
#endif

// generator: set to 0, unknown
header_.push_back(0U);
// Bound: set during Finalize
header_.push_back(0U);
// Schema: reserved
header_.push_back(0U);
// shader
ib_.Begin(spv::OpCapability).Add(spv::CapabilityShader).Commit(&header_);
// Declare int64 capability by default
ib_.Begin(spv::OpCapability).Add(spv::CapabilityInt64).Commit(&header_);

// Declare CapabilityShader by default. All other capabilities are
// determined by the types declared.
capabilities_used_.insert(spv::CapabilityShader);

// memory model
ib_.Begin(spv::OpMemoryModel)
.AddSeq(spv::AddressingModelLogical, spv::MemoryModelGLSL450)
Expand All @@ -71,6 +73,30 @@ void IRBuilder::InitPreDefs() {
ib_.Begin(spv::OpTypeFunction).AddSeq(t_void_func_, t_void_).Commit(&global_);
}

std::vector<uint32_t> IRBuilder::Finalize() {
std::vector<uint32_t> data;
// Index for upper bound of id numbers.
const int kBoundLoc = 3;
header_[kBoundLoc] = id_counter_;
data.insert(data.end(), header_.begin(), header_.end());
for (const auto& capability : capabilities_used_) {
ib_.Begin(spv::OpCapability).Add(capability).Commit(&data);
}
for (const auto& ext_name : extensions_used_) {
ib_.Begin(spv::OpExtension).Add(ext_name).Commit(&data);
}
data.insert(data.end(), extended_instruction_section_.begin(),
extended_instruction_section_.end());
data.insert(data.end(), entry_.begin(), entry_.end());
data.insert(data.end(), exec_mode_.begin(), exec_mode_.end());
data.insert(data.end(), debug_.begin(), debug_.end());
data.insert(data.end(), decorate_.begin(), decorate_.end());
data.insert(data.end(), global_.begin(), global_.end());
data.insert(data.end(), func_header_.begin(), func_header_.end());
data.insert(data.end(), function_.begin(), function_.end());
return data;
}

SType IRBuilder::GetSType(const DataType& dtype) {
if (dtype == DataType::Int(32)) {
return t_int32_;
Expand Down Expand Up @@ -145,16 +171,19 @@ SType IRBuilder::GetStructArrayType(const SType& value_type, uint32_t num_elems)
.AddSeq(struct_type, 0, spv::DecorationOffset, 0)
.Commit(&decorate_);

#if SPV_VERSION < 0x10300
// NOTE: BufferBlock was deprecated in SPIRV 1.3
// use StorageClassStorageBuffer instead.
// runtime array are always decorated as BufferBlock(shader storage buffer)
if (num_elems == 0) {
this->Decorate(spv::OpDecorate, struct_type, spv::DecorationBufferBlock);
// Runtime array are always decorated as Block or BufferBlock
// (shader storage buffer)
if (spirv_support_.supports_storage_buffer_storage_class) {
// If SPIRV 1.3+, or with extension
// SPV_KHR_storage_buffer_storage_class, BufferBlock is
// deprecated.
extensions_used_.insert("SPV_KHR_storage_buffer_storage_class");
this->Decorate(spv::OpDecorate, struct_type, spv::DecorationBlock);
} else {
if (num_elems == 0) {
this->Decorate(spv::OpDecorate, struct_type, spv::DecorationBufferBlock);
}
}
#else
this->Decorate(spv::OpDecorate, struct_type, spv::DecorationBlock);
#endif
struct_array_type_tbl_[key] = struct_type;
return struct_type;
}
Expand Down Expand Up @@ -186,13 +215,14 @@ Value IRBuilder::FloatImm(const SType& dtype, double value) {

Value IRBuilder::BufferArgument(const SType& value_type, uint32_t descriptor_set,
uint32_t binding) {
// NOTE: BufferBlock was deprecated in SPIRV 1.3
// use StorageClassStorageBuffer instead.
#if SPV_VERSION >= 0x10300
spv::StorageClass storage_class = spv::StorageClassStorageBuffer;
#else
spv::StorageClass storage_class = spv::StorageClassUniform;
#endif
// If SPIRV 1.3+, or with extension SPV_KHR_storage_buffer_storage_class, BufferBlock is
// deprecated.
spv::StorageClass storage_class;
if (spirv_support_.supports_storage_buffer_storage_class) {
storage_class = spv::StorageClassStorageBuffer;
} else {
storage_class = spv::StorageClassUniform;
}

SType sarr_type = GetStructArrayType(value_type, 0);
SType ptr_type = GetPointerType(sarr_type, storage_class);
Expand Down Expand Up @@ -383,6 +413,8 @@ Value IRBuilder::GetConst_(const SType& dtype, const uint64_t* pvalue) {
}

SType IRBuilder::DeclareType(const DataType& dtype) {
AddCapabilityFor(dtype);

if (dtype.lanes() == 1) {
SType t;
t.id = id_counter_++;
Expand Down Expand Up @@ -410,6 +442,60 @@ SType IRBuilder::DeclareType(const DataType& dtype) {
}
}

void IRBuilder::AddCapabilityFor(const DataType& dtype) {
// Declare appropriate capabilities for int/float types
if (dtype.is_int() || dtype.is_uint()) {
if (dtype.bits() == 8) {
ICHECK(spirv_support_.supports_int8) << "Vulkan target does not support Int8 capability";
capabilities_used_.insert(spv::CapabilityInt8);
} else if (dtype.bits() == 16) {
ICHECK(spirv_support_.supports_int16) << "Vulkan target does not support Int16 capability";
capabilities_used_.insert(spv::CapabilityInt16);
} else if (dtype.bits() == 64) {
ICHECK(spirv_support_.supports_int64) << "Vulkan target does not support Int64 capability";
capabilities_used_.insert(spv::CapabilityInt64);
}

} else if (dtype.is_float()) {
if (dtype.bits() == 16) {
ICHECK(spirv_support_.supports_float16)
<< "Vulkan target does not support Float16 capability";
capabilities_used_.insert(spv::CapabilityFloat16);
} else if (dtype.bits() == 64) {
ICHECK(spirv_support_.supports_float64)
<< "Vulkan target does not support Float64 capability";
capabilities_used_.insert(spv::CapabilityFloat64);
}
}

// Declare ability to read type to/from storage buffers. Doing so
// here is a little bit overzealous, should be relaxed in the
// future. Requiring StorageBuffer8BitAccess in order to declare an
// Int8 prevents use of an 8-bit loop iterator on a device that
// supports Int8 but doesn't support 8-bit buffer access.
if (dtype.bits() == 8) {
ICHECK(spirv_support_.supports_storage_buffer_8bit_access)
<< "Vulkan target does not support StorageBuffer8BitAccess";
capabilities_used_.insert(spv::CapabilityStorageBuffer8BitAccess);
extensions_used_.insert("SPV_KHR_8bit_storage");

ICHECK(spirv_support_.supports_storage_buffer_storage_class)
<< "Illegal Vulkan target description. "
<< "Vulkan spec requires extension VK_KHR_storage_buffer_storage_class "
<< "if VK_KHR_8bit_storage is supported";
} else if (dtype.bits() == 16) {
ICHECK(spirv_support_.supports_storage_buffer_8bit_access)
<< "Vulkan target does not support StorageBuffer16BitAccess";

extensions_used_.insert("SPV_KHR_16bit_storage");
if (spirv_support_.supports_storage_buffer_storage_class) {
capabilities_used_.insert(spv::CapabilityStorageBuffer16BitAccess);
} else {
capabilities_used_.insert(spv::CapabilityStorageUniformBufferBlock16);
}
}
}

PhiValue IRBuilder::MakePhi(const SType& out_type, uint32_t num_incoming) {
Value val = NewValue(out_type, kNormal);
ib_.Begin(spv::OpPhi).AddSeq(out_type, val);
Expand Down
65 changes: 47 additions & 18 deletions src/target/spirv/ir_builder.h
Original file line number Diff line number Diff line change
Expand Up @@ -30,13 +30,16 @@
// clang-format off
#include <algorithm>
#include <map>
#include <set>
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>
#include <spirv.hpp>
// clang-format on

#include "spirv_support.h"

namespace tvm {
namespace codegen {
namespace spirv {
Expand Down Expand Up @@ -268,6 +271,14 @@ class InstrBuilder {
*/
class IRBuilder {
public:
/*!
* \brief Initialize the codegen based on a specific feature set.
*
* \param support The features in SPIRV that are supported by the
* target device.
*/
explicit IRBuilder(const SPIRVSupport& support);

/*! \brief Initialize header */
void InitHeader();
/*! \brief Initialize the predefined contents */
Expand All @@ -278,29 +289,21 @@ class IRBuilder {
* \return The finalized binary instruction.
*/
Value ExtInstImport(const std::string& name) {
auto it = ext_inst_tbl_.find(name);
if (it != ext_inst_tbl_.end()) {
return it->second;
}
Value val = NewValue(SType(), kExtInst);
ib_.Begin(spv::OpExtInstImport).AddSeq(val, name).Commit(&header_);
ib_.Begin(spv::OpExtInstImport).AddSeq(val, name).Commit(&extended_instruction_section_);
ext_inst_tbl_[name] = val;
return val;
}
/*!
* \brief Get the final binary built from the builder
* \return The finalized binary instruction.
*/
std::vector<uint32_t> Finalize() {
std::vector<uint32_t> data;
// set bound
const int kBoundLoc = 3;
header_[kBoundLoc] = id_counter_;
data.insert(data.end(), header_.begin(), header_.end());
data.insert(data.end(), entry_.begin(), entry_.end());
data.insert(data.end(), exec_mode_.begin(), exec_mode_.end());
data.insert(data.end(), debug_.begin(), debug_.end());
data.insert(data.end(), decorate_.begin(), decorate_.end());
data.insert(data.end(), global_.begin(), global_.end());
data.insert(data.end(), func_header_.begin(), func_header_.end());
data.insert(data.end(), function_.begin(), function_.end());
return data;
}
std::vector<uint32_t> Finalize();

/*!
* \brief Create new label
* \return The created new label
Expand Down Expand Up @@ -599,6 +602,19 @@ class IRBuilder {
Value GetConst_(const SType& dtype, const uint64_t* pvalue);
// declare type
SType DeclareType(const DataType& dtype);

// Declare the appropriate SPIR-V capabilities and extensions to use
// this data type.
void AddCapabilityFor(const DataType& dtype);

/*! \brief SPIRV-related capabilities of the target
*
* This SPIRVSupport object is owned by the same CodeGenSPIRV
* object that owns the IRBuilder. Therefore, safe to use a
* reference as the CodeGenSPIRV will live longer.
*/
const SPIRVSupport& spirv_support_;

/*! \brief internal instruction builder */
InstrBuilder ib_;
/*! \brief Current label */
Expand All @@ -623,9 +639,22 @@ class IRBuilder {
std::map<std::pair<uint32_t, spv::StorageClass>, SType> pointer_type_tbl_;
/*! \brief map from constant int to its value */
std::map<std::pair<uint32_t, uint64_t>, Value> const_tbl_;
/*! \brief Header segment, include import */
/*! \brief map from name of a ExtInstImport to its value */
std::map<std::string, Value> ext_inst_tbl_;

/*! \brief Header segment
*
* 5 words long, described in "First Words of Physical Layout"
* section of SPIR-V documentation.
*/
std::vector<uint32_t> header_;
/*! \brief engtry point segment */
/*! \brief SPIR-V capabilities used by this module. */
std::set<spv::Capability> capabilities_used_;
/*! \brief SPIR-V extensions used by this module. */
std::set<std::string> extensions_used_;
/*! \brief entry point segment */
std::vector<uint32_t> extended_instruction_section_;
/*! \brief entry point segment */
std::vector<uint32_t> entry_;
/*! \brief Header segment */
std::vector<uint32_t> exec_mode_;
Expand Down
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