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anonymous_namespace{ResultSetReductionCodegen.cpp} Namespace Reference

Functions

llvm::ICmpInst::Predicate llvm_predicate (const ICmp::Predicate predicate)
 
llvm::BinaryOperator::BinaryOps llvm_binary_op (const BinaryOperator::BinaryOp op)
 
llvm::Instruction::CastOps llvm_cast_op (const Cast::CastOp op)
 
void return_early (llvm::Value *cond, const ReductionCode &reduction_code, llvm::Function *func, llvm::Value *error_code)
 
llvm::Value * mapped_value (const Value *val, const std::unordered_map< const Value *, llvm::Value * > &m)
 
llvm::Function * mapped_function (const Function *function, const std::unordered_map< const Function *, llvm::Function * > &f)
 
std::vector< llvm::Value * > llvm_args (const std::vector< const Value * > args, const std::unordered_map< const Value *, llvm::Value * > &m)
 
void translate_for (const For *for_loop, Function *ir_reduce_loop, const ReductionCode &reduction_code, std::unordered_map< const Value *, llvm::Value * > &m, const std::unordered_map< const Function *, llvm::Function * > &f)
 
void translate_body (const std::vector< std::unique_ptr< Instruction >> &body, const Function *function, llvm::Function *llvm_function, const ReductionCode &reduction_code, std::unordered_map< const Value *, llvm::Value * > &m, const std::unordered_map< const Function *, llvm::Function * > &f)
 
void create_entry_block (llvm::Function *function, CgenState *cgen_state)
 

Function Documentation

void anonymous_namespace{ResultSetReductionCodegen.cpp}::create_entry_block ( llvm::Function *  function,
CgenState cgen_state 
)

Definition at line 357 of file ResultSetReductionCodegen.cpp.

References AUTOMATIC_IR_METADATA, CgenState::context_, and CgenState::ir_builder_.

Referenced by translate_function().

357  {
358  AUTOMATIC_IR_METADATA(cgen_state);
359  const auto bb_entry =
360  llvm::BasicBlock::Create(cgen_state->context_, ".entry", function, 0);
361  cgen_state->ir_builder_.SetInsertPoint(bb_entry);
362 }
llvm::IRBuilder ir_builder_
Definition: CgenState.h:384
llvm::LLVMContext & context_
Definition: CgenState.h:382
#define AUTOMATIC_IR_METADATA(CGENSTATE)

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std::vector<llvm::Value*> anonymous_namespace{ResultSetReductionCodegen.cpp}::llvm_args ( const std::vector< const Value * >  args,
const std::unordered_map< const Value *, llvm::Value * > &  m 
)

Definition at line 184 of file ResultSetReductionCodegen.cpp.

References mapped_value(), and shared::transform().

Referenced by translate_body().

186  {
187  std::vector<llvm::Value*> llvm_args;
189  args.begin(), args.end(), std::back_inserter(llvm_args), [&m](const Value* value) {
190  return mapped_value(value, m);
191  });
192  return llvm_args;
193 }
std::vector< llvm::Value * > llvm_args(const std::vector< const Value * > args, const std::unordered_map< const Value *, llvm::Value * > &m)
OUTPUT transform(INPUT const &input, FUNC const &func)
Definition: misc.h:329
llvm::Value * mapped_value(const Value *val, const std::unordered_map< const Value *, llvm::Value * > &m)

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llvm::BinaryOperator::BinaryOps anonymous_namespace{ResultSetReductionCodegen.cpp}::llvm_binary_op ( const BinaryOperator::BinaryOp  op)

Definition at line 99 of file ResultSetReductionCodegen.cpp.

References BinaryOperator::Add, logger::FATAL, LOG, BinaryOperator::Mul, and UNREACHABLE.

Referenced by translate_body().

99  {
100  switch (op) {
102  return llvm::Instruction::Add;
103  }
105  return llvm::Instruction::Mul;
106  }
107  default: {
108  LOG(FATAL) << "Invalid binary operator: " << static_cast<int>(op);
109  }
110  }
111  UNREACHABLE();
112  return llvm::Instruction::Add;
113 }
#define LOG(tag)
Definition: Logger.h:285
#define UNREACHABLE()
Definition: Logger.h:338

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llvm::Instruction::CastOps anonymous_namespace{ResultSetReductionCodegen.cpp}::llvm_cast_op ( const Cast::CastOp  op)

Definition at line 116 of file ResultSetReductionCodegen.cpp.

References Cast::BitCast, logger::FATAL, LOG, Cast::SExt, Cast::Trunc, and UNREACHABLE.

Referenced by translate_body().

116  {
117  switch (op) {
118  case Cast::CastOp::Trunc: {
119  return llvm::Instruction::Trunc;
120  }
121  case Cast::CastOp::SExt: {
122  return llvm::Instruction::SExt;
123  }
124  case Cast::CastOp::BitCast: {
125  return llvm::Instruction::BitCast;
126  }
127  default: {
128  LOG(FATAL) << "Invalid cast operator: " << static_cast<int>(op);
129  }
130  }
131  UNREACHABLE();
132  return llvm::Instruction::SExt;
133 }
#define LOG(tag)
Definition: Logger.h:285
#define UNREACHABLE()
Definition: Logger.h:338

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llvm::ICmpInst::Predicate anonymous_namespace{ResultSetReductionCodegen.cpp}::llvm_predicate ( const ICmp::Predicate  predicate)

Definition at line 82 of file ResultSetReductionCodegen.cpp.

References ICmp::EQ, logger::FATAL, LOG, ICmp::NE, and UNREACHABLE.

Referenced by translate_body().

82  {
83  switch (predicate) {
84  case ICmp::Predicate::EQ: {
85  return llvm::ICmpInst::ICMP_EQ;
86  }
87  case ICmp::Predicate::NE: {
88  return llvm::ICmpInst::ICMP_NE;
89  }
90  default: {
91  LOG(FATAL) << "Invalid predicate: " << static_cast<int>(predicate);
92  }
93  }
94  UNREACHABLE();
95  return llvm::ICmpInst::ICMP_EQ;
96 }
#define LOG(tag)
Definition: Logger.h:285
#define UNREACHABLE()
Definition: Logger.h:338

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llvm::Function* anonymous_namespace{ResultSetReductionCodegen.cpp}::mapped_function ( const Function function,
const std::unordered_map< const Function *, llvm::Function * > &  f 
)

Definition at line 174 of file ResultSetReductionCodegen.cpp.

References CHECK.

Referenced by translate_body(), and translate_for().

176  {
177  const auto it = f.find(function);
178  CHECK(it != f.end()) << function->name() << " not found.";
179  return it->second;
180 }
torch::Tensor f(torch::Tensor x, torch::Tensor W_target, torch::Tensor b_target)
#define CHECK(condition)
Definition: Logger.h:291

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llvm::Value* anonymous_namespace{ResultSetReductionCodegen.cpp}::mapped_value ( const Value val,
const std::unordered_map< const Value *, llvm::Value * > &  m 
)

Definition at line 162 of file ResultSetReductionCodegen.cpp.

References CHECK.

Referenced by llvm_args(), translate_body(), and translate_for().

163  {
164  if (val) {
165  const auto it = m.find(val);
166  CHECK(it != m.end());
167  return it->second;
168  } else {
169  return nullptr;
170  }
171 }
#define CHECK(condition)
Definition: Logger.h:291

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void anonymous_namespace{ResultSetReductionCodegen.cpp}::return_early ( llvm::Value *  cond,
const ReductionCode reduction_code,
llvm::Function *  func,
llvm::Value *  error_code 
)

Definition at line 139 of file ResultSetReductionCodegen.cpp.

References AUTOMATIC_IR_METADATA, ReductionCode::cgen_state, and CHECK.

Referenced by translate_body().

142  {
143  auto cgen_state = reduction_code.cgen_state;
144  AUTOMATIC_IR_METADATA(cgen_state);
145  auto& ctx = cgen_state->context_;
146  const auto early_return = llvm::BasicBlock::Create(ctx, ".early_return", func, 0);
147  const auto do_reduction = llvm::BasicBlock::Create(ctx, ".do_reduction", func, 0);
148  cgen_state->ir_builder_.CreateCondBr(cond, early_return, do_reduction);
149  cgen_state->ir_builder_.SetInsertPoint(early_return);
150 
151  if (func->getReturnType()->isVoidTy()) {
152  cgen_state->ir_builder_.CreateRetVoid();
153  } else {
154  CHECK(error_code);
155  cgen_state->ir_builder_.CreateRet(error_code);
156  }
157 
158  cgen_state->ir_builder_.SetInsertPoint(do_reduction);
159 }
CgenState * cgen_state
#define AUTOMATIC_IR_METADATA(CGENSTATE)
def error_code
Definition: report.py:234
#define CHECK(condition)
Definition: Logger.h:291

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void anonymous_namespace{ResultSetReductionCodegen.cpp}::translate_body ( const std::vector< std::unique_ptr< Instruction >> &  body,
const Function function,
llvm::Function *  llvm_function,
const ReductionCode reduction_code,
std::unordered_map< const Value *, llvm::Value * > &  m,
const std::unordered_map< const Function *, llvm::Function * > &  f 
)

Definition at line 202 of file ResultSetReductionCodegen.cpp.

References run_benchmark_import::args, AUTOMATIC_IR_METADATA, ReductionCode::cgen_state, CHECK, f(), logger::FATAL, ReductionCode::ir_reduce_loop, llvm_args(), llvm_binary_op(), llvm_cast_op(), LLVM_MAYBE_ALIGN, llvm_predicate(), llvm_type(), boost::serialization::load(), LOG, mapped_function(), mapped_value(), pointee_type(), return_early(), shared::transform(), and translate_for().

Referenced by translate_for(), and translate_function().

207  {
208  auto cgen_state = reduction_code.cgen_state;
209  AUTOMATIC_IR_METADATA(cgen_state);
210  auto& ctx = cgen_state->context_;
211  for (const auto& instr : body) {
212  const auto instr_ptr = instr.get();
213  llvm::Value* translated{nullptr};
214  if (auto gep = dynamic_cast<const GetElementPtr*>(instr_ptr)) {
215  auto* base = mapped_value(gep->base(), m);
216  translated = cgen_state->ir_builder_.CreateGEP(
217  base->getType()->getScalarType()->getPointerElementType(),
218  base,
219  mapped_value(gep->index(), m),
220  gep->label());
221  } else if (auto load = dynamic_cast<const Load*>(instr_ptr)) {
222  auto* value = mapped_value(load->source(), m);
223  translated = cgen_state->ir_builder_.CreateLoad(
224  value->getType()->getPointerElementType(), value, load->label());
225  } else if (auto icmp = dynamic_cast<const ICmp*>(instr_ptr)) {
226  translated = cgen_state->ir_builder_.CreateICmp(llvm_predicate(icmp->predicate()),
227  mapped_value(icmp->lhs(), m),
228  mapped_value(icmp->rhs(), m),
229  icmp->label());
230  } else if (auto binary_operator = dynamic_cast<const BinaryOperator*>(instr_ptr)) {
231  translated =
232  cgen_state->ir_builder_.CreateBinOp(llvm_binary_op(binary_operator->op()),
233  mapped_value(binary_operator->lhs(), m),
234  mapped_value(binary_operator->rhs(), m),
235  binary_operator->label());
236  } else if (auto cast = dynamic_cast<const Cast*>(instr_ptr)) {
237  translated = cgen_state->ir_builder_.CreateCast(llvm_cast_op(cast->op()),
238  mapped_value(cast->source(), m),
239  llvm_type(cast->type(), ctx),
240  cast->label());
241  } else if (auto ret = dynamic_cast<const Ret*>(instr_ptr)) {
242  if (ret->value()) {
243  cgen_state->ir_builder_.CreateRet(mapped_value(ret->value(), m));
244  } else {
245  cgen_state->ir_builder_.CreateRetVoid();
246  }
247  } else if (auto call = dynamic_cast<const Call*>(instr_ptr)) {
248  std::vector<llvm::Value*> llvm_args;
249  const auto args = call->arguments();
250  std::transform(args.begin(),
251  args.end(),
252  std::back_inserter(llvm_args),
253  [&m](const Value* value) { return mapped_value(value, m); });
254  if (call->callee()) {
255  translated = cgen_state->ir_builder_.CreateCall(
256  mapped_function(call->callee(), f), llvm_args, call->label());
257  } else {
258  translated = cgen_state->emitCall(call->callee_name(), llvm_args);
259  }
260  } else if (auto external_call = dynamic_cast<const ExternalCall*>(instr_ptr)) {
261  translated = cgen_state->emitExternalCall(external_call->callee_name(),
262  llvm_type(external_call->type(), ctx),
263  llvm_args(external_call->arguments(), m));
264  } else if (auto alloca = dynamic_cast<const Alloca*>(instr_ptr)) {
265  translated = cgen_state->ir_builder_.CreateAlloca(
266  llvm_type(pointee_type(alloca->type()), ctx),
267  mapped_value(alloca->array_size(), m),
268  alloca->label());
269  } else if (auto memcpy = dynamic_cast<const MemCpy*>(instr_ptr)) {
270  cgen_state->ir_builder_.CreateMemCpy(mapped_value(memcpy->dest(), m),
271  LLVM_MAYBE_ALIGN(0),
272  mapped_value(memcpy->source(), m),
273  LLVM_MAYBE_ALIGN(0),
274  mapped_value(memcpy->size(), m));
275  } else if (auto ret_early = dynamic_cast<const ReturnEarly*>(instr_ptr)) {
276  return_early(mapped_value(ret_early->cond(), m),
277  reduction_code,
278  llvm_function,
279  mapped_value(ret_early->error_code(), m));
280  } else if (auto for_loop = dynamic_cast<const For*>(instr_ptr)) {
281  translate_for(for_loop, reduction_code.ir_reduce_loop.get(), reduction_code, m, f);
282  } else {
283  LOG(FATAL) << "Instruction not supported yet";
284  }
285  if (translated) {
286  const auto it_ok = m.emplace(instr_ptr, translated);
287  CHECK(it_ok.second);
288  }
289  }
290 }
CgenState * cgen_state
void translate_for(const For *for_loop, Function *ir_reduce_loop, const ReductionCode &reduction_code, std::unordered_map< const Value *, llvm::Value * > &m, const std::unordered_map< const Function *, llvm::Function * > &f)
std::unique_ptr< Function > ir_reduce_loop
void load(Archive &ar, ExplainedQueryHint &query_hint, const unsigned int version)
#define LOG(tag)
Definition: Logger.h:285
std::vector< llvm::Value * > llvm_args(const std::vector< const Value * > args, const std::unordered_map< const Value *, llvm::Value * > &m)
llvm::ICmpInst::Predicate llvm_predicate(const ICmp::Predicate predicate)
Type pointee_type(const Type pointer)
llvm::Instruction::CastOps llvm_cast_op(const Cast::CastOp op)
OUTPUT transform(INPUT const &input, FUNC const &func)
Definition: misc.h:329
#define AUTOMATIC_IR_METADATA(CGENSTATE)
llvm::Type * llvm_type(const Type type, llvm::LLVMContext &ctx)
void return_early(llvm::Value *cond, const ReductionCode &reduction_code, llvm::Function *func, llvm::Value *error_code)
#define LLVM_MAYBE_ALIGN(alignment)
torch::Tensor f(torch::Tensor x, torch::Tensor W_target, torch::Tensor b_target)
#define CHECK(condition)
Definition: Logger.h:291
llvm::Function * mapped_function(const Function *function, const std::unordered_map< const Function *, llvm::Function * > &f)
llvm::Value * mapped_value(const Value *val, const std::unordered_map< const Value *, llvm::Value * > &m)
llvm::BinaryOperator::BinaryOps llvm_binary_op(const BinaryOperator::BinaryOp op)

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void anonymous_namespace{ResultSetReductionCodegen.cpp}::translate_for ( const For for_loop,
Function ir_reduce_loop,
const ReductionCode reduction_code,
std::unordered_map< const Value *, llvm::Value * > &  m,
const std::unordered_map< const Function *, llvm::Function * > &  f 
)

Definition at line 293 of file ResultSetReductionCodegen.cpp.

References AUTOMATIC_IR_METADATA, ReductionCode::cgen_state, JoinLoop::codegen(), For::end(), f(), get_int_type(), INNER, mapped_function(), mapped_value(), For::start(), translate_body(), JoinLoopDomain::upper_bound, gpu_enabled::upper_bound(), and UpperBound.

Referenced by translate_body().

297  {
298  auto cgen_state = reduction_code.cgen_state;
299  AUTOMATIC_IR_METADATA(cgen_state);
300  const auto bb_entry = cgen_state->ir_builder_.GetInsertBlock();
301  auto& ctx = cgen_state->context_;
302  const auto i64_type = get_int_type(64, cgen_state->context_);
303  const auto end_index = mapped_value(for_loop->end(), m);
304  const auto start_index = mapped_value(for_loop->start(), m);
305  // The start and end indices are absolute. Subtract the start index from the iterator.
306  const auto iteration_count =
307  cgen_state->ir_builder_.CreateSub(end_index, start_index, "iteration_count");
308  const auto upper_bound = cgen_state->ir_builder_.CreateSExt(iteration_count, i64_type);
309  const auto bb_exit =
310  llvm::BasicBlock::Create(ctx, ".exit", mapped_function(ir_reduce_loop, f));
311  JoinLoop join_loop(
314  [upper_bound](const std::vector<llvm::Value*>& v) {
315  JoinLoopDomain domain{{0}};
316  domain.upper_bound = upper_bound;
317  return domain;
318  },
319  nullptr,
320  nullptr,
321  nullptr,
322  nullptr,
323  false,
324  "reduction_loop");
325  const auto bb_loop_body = JoinLoop::codegen(
326  {join_loop},
327  [cgen_state, for_loop, ir_reduce_loop, &f, &m, &reduction_code](
328  const std::vector<llvm::Value*>& iterators) {
329  const auto loop_body_bb = llvm::BasicBlock::Create(
330  cgen_state->context_,
331  ".loop_body",
332  cgen_state->ir_builder_.GetInsertBlock()->getParent());
333  cgen_state->ir_builder_.SetInsertPoint(loop_body_bb);
334  // Make the iterator the same type as start and end indices (32-bit integer).
335  const auto loop_iter =
336  cgen_state->ir_builder_.CreateTrunc(iterators.back(),
337  get_int_type(32, cgen_state->context_),
338  "relative_entry_idx");
339  m.emplace(for_loop->iter(), loop_iter);
340  translate_body(for_loop->body(),
341  ir_reduce_loop,
342  mapped_function(ir_reduce_loop, f),
343  reduction_code,
344  m,
345  f);
346  return loop_body_bb;
347  },
348  nullptr,
349  bb_exit,
350  cgen_state);
351  cgen_state->ir_builder_.SetInsertPoint(bb_entry);
352  cgen_state->ir_builder_.CreateBr(bb_loop_body);
353  cgen_state->ir_builder_.SetInsertPoint(bb_exit);
354 }
DEVICE auto upper_bound(ARGS &&...args)
Definition: gpu_enabled.h:123
CgenState * cgen_state
llvm::Type * get_int_type(const int width, llvm::LLVMContext &context)
const Value * end() const
const Value * start() const
static llvm::BasicBlock * codegen(const std::vector< JoinLoop > &join_loops, const std::function< llvm::BasicBlock *(const std::vector< llvm::Value * > &)> &body_codegen, llvm::Value *outer_iter, llvm::BasicBlock *exit_bb, CgenState *cgen_state)
Definition: JoinLoop.cpp:50
#define AUTOMATIC_IR_METADATA(CGENSTATE)
llvm::Value * upper_bound
Definition: JoinLoop.h:45
void translate_body(const std::vector< std::unique_ptr< Instruction >> &body, const Function *function, llvm::Function *llvm_function, const ReductionCode &reduction_code, std::unordered_map< const Value *, llvm::Value * > &m, const std::unordered_map< const Function *, llvm::Function * > &f)
torch::Tensor f(torch::Tensor x, torch::Tensor W_target, torch::Tensor b_target)
llvm::Function * mapped_function(const Function *function, const std::unordered_map< const Function *, llvm::Function * > &f)
llvm::Value * mapped_value(const Value *val, const std::unordered_map< const Value *, llvm::Value * > &m)

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