File: BfloatFuncsResolution.cpp

package info (click to toggle)
intel-graphics-compiler2 2.16.0-2
  • links: PTS, VCS
  • area: main
  • in suites: sid
  • size: 106,644 kB
  • sloc: cpp: 805,640; lisp: 287,672; ansic: 16,414; python: 3,952; yacc: 2,588; lex: 1,666; pascal: 313; sh: 186; makefile: 35
file content (362 lines) | stat: -rw-r--r-- 14,732 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
/*========================== begin_copyright_notice ============================

Copyright (C) 2024 Intel Corporation

SPDX-License-Identifier: MIT

============================= end_copyright_notice ===========================*/

#include "Compiler/Optimizer/OpenCLPasses/BfloatFuncs/BfloatFuncsResolution.hpp"
#include "Compiler/IGCPassSupport.h"
#include "Compiler/CodeGenPublic.h"

#include "common/LLVMWarningsPush.hpp"
#include "llvm/Demangle/Demangle.h"
#include "common/LLVMWarningsPop.hpp"

using namespace llvm;
using namespace IGC;

char BfloatFuncsResolution::ID = 0;

// Register pass to igc-opt
#define PASS_FLAG "igc-bfloat-funcs-resolution"
#define PASS_DESCRIPTION "BfloatFuncsResolution"
#define PASS_CFG_ONLY false
#define PASS_ANALYSIS false
IGC_INITIALIZE_PASS_BEGIN(BfloatFuncsResolution, PASS_FLAG, PASS_DESCRIPTION, PASS_CFG_ONLY, PASS_ANALYSIS)
IGC_INITIALIZE_PASS_END(BfloatFuncsResolution, PASS_FLAG, PASS_DESCRIPTION, PASS_CFG_ONLY, PASS_ANALYSIS)

// This pass lowers validation functions for bfloat operations from OpenCL-C level.
// This is only needed for validation efforts, no declarations are provided in our headers,
// we take mangled overloaded forms as input.
//
// Full list of supported functions is at the bottom of the file.

BfloatFuncsResolution::BfloatFuncsResolution(void) : FunctionPass(ID) {
  initializeBfloatFuncsResolutionPass(*PassRegistry::getPassRegistry());
}

bool BfloatFuncsResolution::runOnFunction(Function &F) {
  llvm::IRBuilder<> builder(F.getContext());
  m_builder = &builder;
  m_changed = false;
  m_ctx = getAnalysis<CodeGenContextWrapper>().getCodeGenContext();

  visit(F);

  for (auto I : m_instructionsToRemove) {
    I->eraseFromParent();
  }

  m_instructionsToRemove.clear();

  return m_changed;
}

void BfloatFuncsResolution::visitCallInst(CallInst &CI) {
  // The functions that we are about to resolve are in mangled form.
  // Quick check before demangling to save compilation time.
  if (!CI.getCalledFunction() || !CI.getCalledFunction()->getName().contains("__builtin_bf16"))
    return;

  std::string DNameStr = llvm::demangle(CI.getCalledFunction()->getName().str());
  StringRef DName(DNameStr);

  if (!DName.startswith("__builtin_bf16"))
    return;

#if LLVM_VERSION_MAJOR < 14
  m_ctx->EmitError("__builtin_bf16* function was used with unsupported IGC "
                   "version (LLVM version < 14)",
                   &CI);
  return;
}
#else

  m_builder->SetInsertPoint(&CI);

  m_changed = true;

  llvm::StringSwitch<std::function<void()>>(DName)
      .StartsWith("__builtin_bf16_isequal", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_OEQ); })
      .StartsWith("__builtin_bf16_isgreaterequal", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_OGE); })
      .StartsWith("__builtin_bf16_isgreater", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_OGT); })
      .StartsWith("__builtin_bf16_islessequal", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_OLE); })
      .StartsWith("__builtin_bf16_isless", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_OLT); })
      .StartsWith("__builtin_bf16_isnotequal", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_UNE); })
      .StartsWith("__builtin_bf16_isunordered", [&]() { handleCompare(CI, CmpInst::Predicate::FCMP_UNO); })
      .StartsWith("__builtin_bf16_select", [&]() { handleSelect(CI); })
      .StartsWith("__builtin_bf16_min", [&]() { handleMinMax(CI, CmpInst::Predicate::FCMP_OLT); })
      .StartsWith("__builtin_bf16_max", [&]() { handleMinMax(CI, CmpInst::Predicate::FCMP_OGT); })
      .StartsWith("__builtin_bf16_add", [&]() { handleArithmetic(CI, Instruction::FAdd); })
      .StartsWith("__builtin_bf16_sub", [&]() { handleArithmetic(CI, Instruction::FSub); })
      .StartsWith("__builtin_bf16_mul", [&]() { handleArithmetic(CI, Instruction::FMul); })
      .StartsWith("__builtin_bf16_mad", [&]() { handleArithmetic(CI, -1, true); })

      .StartsWith("__builtin_bf16_log", [&]() { handleMath(CI, Intrinsic::log2); })
      .StartsWith("__builtin_bf16_exp", [&]() { handleMath(CI, Intrinsic::exp2); })
      .StartsWith("__builtin_bf16_sqrt", [&]() { handleMath(CI, Intrinsic::sqrt); })
      .StartsWith("__builtin_bf16_sin", [&]() { handleMath(CI, Intrinsic::sin); })
      .StartsWith("__builtin_bf16_cos", [&]() { handleMath(CI, Intrinsic::cos); })
      .StartsWith("__builtin_bf16_inv", [&]() { handleMath(CI, GenISAIntrinsic::GenISA_inv, true); })
      .Default([&]() {
        IGC_ASSERT(0);
        m_ctx->EmitError("Unhandled __builtin_bf16_ instruction!", &CI);
        m_changed = false;
      })();
}

// Helper function. Returns scalar or vector type based on input OrgType.
// E.g. With OrgType = <2 x i32> and DesiredTypeScalar = bfloat it will
// return <2 x bfloat>
Type *BfloatFuncsResolution::getTypeBasedOnType(Type *OrgType, Type *DesiredTypeScalar) {
  auto DestType = OrgType->isVectorTy()
                      ? IGCLLVM::FixedVectorType::get(
                            DesiredTypeScalar, (unsigned)cast<IGCLLVM::FixedVectorType>(OrgType)->getNumElements())
                      : DesiredTypeScalar;
  return DestType;
}

// Helper function that bitcasts given scalar/vector value to bfloat type.
// Note: m_builder needs to have insert point set before calling this helper.
Value *BfloatFuncsResolution::bitcastToBfloat(Value *V) {
  IGC_ASSERT(V && V->getType()->getScalarSizeInBits() == m_builder->getBFloatTy()->getScalarSizeInBits());

  auto DestType = getTypeBasedOnType(V->getType(), m_builder->getBFloatTy());
  return m_builder->CreateBitCast(V, DestType);
}

void BfloatFuncsResolution::handleCompare(CallInst &CI, CmpInst::Predicate Pred) {
  auto Op0 = CI.getOperand(0);
  auto Op1 = CI.getOperand(1);

  if (IGCLLVM::getNumArgOperands(&CI) != 2 || !Op0->getType()->getScalarType()->isIntegerTy(16) ||
      !Op1->getType()->getScalarType()->isIntegerTy(16) || !CI.getType()->getScalarType()->isIntegerTy(32)) {
    m_ctx->EmitError("Unexpected function signature", &CI);
    return;
  }

  auto Op0Bf = bitcastToBfloat(Op0);
  auto Op1Bf = bitcastToBfloat(Op1);

  auto CompareInst = m_builder->CreateFCmp(Pred, Op0Bf, Op1Bf);
  auto ExtendInst = m_builder->CreateZExt(CompareInst, CI.getType());

  CI.replaceAllUsesWith(ExtendInst);
  m_instructionsToRemove.push_back(&CI);
}

void BfloatFuncsResolution::handleSelect(CallInst &CI) {
  auto CondOp = CI.getOperand(0);
  auto Op1 = CI.getOperand(1);
  auto Op2 = CI.getOperand(2);

  if (IGCLLVM::getNumArgOperands(&CI) != 3 || !CondOp->getType()->getScalarType()->isIntegerTy() ||
      !Op1->getType()->getScalarType()->isIntegerTy(16) || !Op2->getType()->getScalarType()->isIntegerTy(16) ||
      !CI.getType()->getScalarType()->isIntegerTy(16)) {
    m_ctx->EmitError("Unexpected function signature", &CI);
    return;
  }

  // Condition operand is defined to be short or int.
  // Trunc it to i1.
  Type *SelectType =
      CondOp->getType()->isVectorTy()
          ? IGCLLVM::FixedVectorType::get(m_builder->getInt1Ty(),
                                          (unsigned)cast<IGCLLVM::FixedVectorType>(CondOp->getType())->getNumElements())
          : cast<Type>(m_builder->getInt1Ty());

  auto CondTrunced = m_builder->CreateTrunc(CondOp, SelectType);

  // Technically we don't need to convert to bfloat for select,
  // but this function is for validation purposes so that that nevertheless.
  auto Op1Bf = bitcastToBfloat(Op1);
  auto Op2Bf = bitcastToBfloat(Op2);
  auto SelectInst = m_builder->CreateSelect(CondTrunced, Op1Bf, Op2Bf);
  auto Res = m_builder->CreateBitCast(SelectInst, CI.getType());

  CI.replaceAllUsesWith(Res);
  m_instructionsToRemove.push_back(&CI);
}

void BfloatFuncsResolution::handleMinMax(CallInst &CI, CmpInst::Predicate Pred) {
  auto Op0 = CI.getOperand(0);
  auto Op1 = CI.getOperand(1);

  if (IGCLLVM::getNumArgOperands(&CI) != 2 || !Op0->getType()->getScalarType()->isIntegerTy(16) ||
      !Op1->getType()->getScalarType()->isIntegerTy(16) || !CI.getType()->getScalarType()->isIntegerTy(16)) {
    m_ctx->EmitError("Unexpected function signature", &CI);
    return;
  }

  auto Op0Bf = bitcastToBfloat(Op0);
  auto Op1Bf = bitcastToBfloat(Op1);

  // According to OpenCL C spec:
  // If one argument is a NaN, fmax() or fmin() returns the other argument.
  // If both arguments are NaNs, fmax() or fmin() returns a NaN.
  auto CompareInst = m_builder->CreateFCmp(Pred, Op0Bf, Op1Bf);
  auto SelectInst = m_builder->CreateSelect(CompareInst, Op0Bf, Op1Bf);
  auto IsNaNOp0 = m_builder->CreateFCmp(CmpInst::Predicate::FCMP_UNO, Op0Bf, Op0Bf);
  auto OtherVal = m_builder->CreateSelect(IsNaNOp0, Op1Bf, Op0Bf);
  auto CompareNaNInst = m_builder->CreateFCmp(CmpInst::Predicate::FCMP_ORD, Op0Bf, Op1Bf);
  auto SelectInst3 = m_builder->CreateSelect(CompareNaNInst, SelectInst, OtherVal);
  auto Res = m_builder->CreateBitCast(SelectInst3, CI.getType());

  CI.replaceAllUsesWith(Res);
  m_instructionsToRemove.push_back(&CI);
}

void BfloatFuncsResolution::handleArithmetic(llvm::CallInst &CI, unsigned Opcode, bool IsMadInstruction) {

  llvm::SmallVector<Value *, 3> Operands;
  int FloatOperandIndex = -1;
  for (unsigned i = 0; i < IGCLLVM::getNumArgOperands(&CI); ++i) {
    auto Op = CI.getOperand(i);
    if (Op->getType()->getScalarType()->isFloatTy()) {
      if (FloatOperandIndex != -1) {
        m_ctx->EmitError("Only one operand expected to be float!", &CI);
        return;
      }
      FloatOperandIndex = i;
    } else if (!Op->getType()->getScalarType()->isIntegerTy(16)) {
      m_ctx->EmitError("Arguments expected to be either float or short!", &CI);
      return;
    }
    Operands.push_back(Op);
  }

  bool IsResFloat = CI.getType()->getScalarType()->isFloatTy();

  if (IsResFloat || (FloatOperandIndex != -1)) {
    // 1. If we have float on destination, or float source extend the
    // short sources to float. Let vISA handle the mix mode propagation.
    for (size_t i = 0; i < Operands.size(); ++i) {
      if (i == FloatOperandIndex)
        continue;
      auto Op = bitcastToBfloat(Operands[i]);
      Operands[i] = m_builder->CreateFPExt(Op, getTypeBasedOnType(Op->getType(), m_builder->getFloatTy()));
    }
  } else if (FloatOperandIndex == -1) {
    // 3. If we have only shorts on source, just
    // bitcast sources to bfloat.
    for (size_t i = 0; i < Operands.size(); ++i) {
      Operands[i] = bitcastToBfloat(Operands[i]);
    }
  } else {
    IGC_ASSERT_MESSAGE(0, "Unexpected param types");
  }

  Value *Res = nullptr;

  if (Operands.size() == 2) {
    Res = m_builder->CreateBinOp((Instruction::BinaryOps)Opcode, Operands[0], Operands[1]);
  } else if (Operands.size() == 3 && IsMadInstruction) {
    Res = m_builder->CreateFMul(Operands[0], Operands[1]);
    Res = m_builder->CreateFAdd(Res, Operands[2]);
  } else {
    IGC_ASSERT_MESSAGE(0, "Unsupported number of operands.");
    return;
  }

  if (Res && Res->getType()->getScalarType()->isBFloatTy()) {
    if (IsResFloat) {
      IGC_ASSERT_MESSAGE(0, "Not expected path");
    } else {
      Res = m_builder->CreateBitCast(Res, CI.getType());
    }
  } else {
    IGC_ASSERT(Res && Res->getType()->getScalarType()->isFloatTy());
    if (!CI.getType()->getScalarType()->isFloatTy()) {
      Res = m_builder->CreateFPTrunc(Res, getTypeBasedOnType(Res->getType(), m_builder->getBFloatTy()));
      Res = m_builder->CreateBitCast(Res, CI.getType());
    }
  }

  CI.replaceAllUsesWith(Res);
  m_instructionsToRemove.push_back(&CI);
}

void BfloatFuncsResolution::handleMath(llvm::CallInst &CI, llvm::Intrinsic::ID Operation, bool needsGenISAIntrinsic) {
  auto Op0 = CI.getOperand(0);

  if (IGCLLVM::getNumArgOperands(&CI) != 1 || !Op0->getType()->getScalarType()->isIntegerTy(16) ||
      !CI.getType()->getScalarType()->isIntegerTy(16)) {
    m_ctx->EmitError("Unexpected function signature", &CI);
    return;
  }

  Op0 = bitcastToBfloat(CI.getOperand(0));

  Value *Res = UndefValue::get(Op0->getType());

  int numScalarOperations =
      Op0->getType()->isVectorTy() ? cast<IGCLLVM::FixedVectorType>(Op0->getType())->getNumElements() : 1;
  Type *scalarType = Op0->getType()->getScalarType();
  for (int i = 0; i < numScalarOperations; i++) {
    Value *Operand = Op0->getType()->isVectorTy() ? m_builder->CreateExtractElement(Op0, i) : Op0;
    Value *CallRes = nullptr;
    if (needsGenISAIntrinsic) {
      auto pFunc = llvm::GenISAIntrinsic::getDeclaration(CI.getModule(), (GenISAIntrinsic::ID)Operation, scalarType);
      CallRes = m_builder->CreateCall(pFunc, Operand);
    } else {
      CallRes = m_builder->CreateIntrinsic(Operation, {scalarType}, {Operand});
    }
    Res = Op0->getType()->isVectorTy() ? m_builder->CreateInsertElement(Res, CallRes, i) : CallRes;
  }
  Res = m_builder->CreateBitCast(Res, CI.getType());
  CI.replaceAllUsesWith(Res);
  m_instructionsToRemove.push_back(&CI);
}
#endif // LLVM_VERSION_MAJOR < 14
/*
Supported functions list:

intn __builtin_bf16_isequal(ushortn, ushortn)
intn __builtin_bf16_isgreater(ushortn, ushortn)
intn __builtin_bf16_isless(ushortn, ushortn)
intn __builtin_bf16_isnotequal(ushortn, ushortn)
intn __builtin_bf16_islessequal(ushortn, ushortn)
intn __builtin_bf16_isgreaterequal(ushortn, ushortn)
intn __builtin_bf16_isunordered(ushortn, ushortn)

ushortn __builtin_bf16_select(intn, ushortn, ushortn)
ushortn __builtin_bf16_select(shortn, ushortn, ushortn)

ushortn __builtin_bf16_min(ushortn, ushortn)
ushortn __builtin_bf16_max(ushortn, ushortn)

ushortn __builtin_bf16_add(ushortn, ushortn)
ushortn __builtin_bf16_add(floatn, ushortn)
ushortn __builtin_bf16_add(ushortn, floatn)
floatn __builtin_bf16_addf(floatn, ushortn)
floatn __builtin_bf16_addf(ushortn, floatn)
floatn __builtin_bf16_addf(ushortn, ushortn)

ushortn __builtin_bf16_sub(ushortn, ushortn)
ushortn __builtin_bf16_sub(floatn, ushortn)
ushortn __builtin_bf16_sub(ushortn, floatn)
floatn __builtin_bf16_subf(floatn, ushortn)
floatn __builtin_bf16_subf(ushortn, floatn)
floatn __builtin_bf16_subf(ushortn, ushortn)

ushortn __builtin_bf16_mul(ushortn, ushortn)
ushortn __builtin_bf16_mul(floatn, ushortn)
floatn __builtin_bf16_mulf(ushortn, ushortn)
floatn __builtin_bf16_mulf(floatn, ushortn)

ushortn __builtin_bf16_mad(ushortn a, ushortn b, ushortn c)
ushortn __builtin_bf16_mad(floatn a, ushortn b, ushortn c)
ushortn __builtin_bf16_mad(ushortn a, ushortn b, floatn c)
floatn __builtin_bf16_madf(ushortn, ushortn, ushortn)
floatn __builtin_bf16_madf(floatn, ushortn, ushortn)
floatn __builtin_bf16_madf(ushortn, ushortn, floatn)

ushortn __builtin_bf16_inv(ushortn)
ushortn __builtin_bf16_log(ushortn)
ushortn __builtin_bf16_exp(ushortn)
ushortn __builtin_bf16_sqrt(ushortn)
ushortn __builtin_bf16_sin(ushortn)
ushortn __builtin_bf16_cos(ushortn)
*/