MLIR 22.0.0git
Transforms.h
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1//=- Transforms.h - X86Vector Dialect Transformation Entrypoints -*- C++ -*-=//
2//
3// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4// See https://llvm.org/LICENSE.txt for license information.
5// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6//
7//===----------------------------------------------------------------------===//
8
9#ifndef MLIR_DIALECT_X86VECTOR_TRANSFORMS_H
10#define MLIR_DIALECT_X86VECTOR_TRANSFORMS_H
11
12#include "mlir/IR/Value.h"
13
14namespace mlir {
15
20
21namespace x86vector {
22
23/// Helper class to factor out the creation and extraction of masks from nibs.
24struct MaskHelper {
25 /// b0 captures the lowest bit, b7 captures the highest bit.
26 /// Meant to be used with instructions such as mm256BlendPs.
27 template <uint8_t b0, uint8_t b1, uint8_t b2, uint8_t b3, uint8_t b4,
28 uint8_t b5, uint8_t b6, uint8_t b7>
29 static uint8_t blend() {
30 static_assert(b0 <= 1 && b1 <= 1 && b2 <= 1 && b3 <= 1, "overflow");
31 static_assert(b4 <= 1 && b5 <= 1 && b6 <= 1 && b7 <= 1, "overflow");
32 return static_cast<uint8_t>((b7 << 7) | (b6 << 6) | (b5 << 5) | (b4 << 4) |
33 (b3 << 3) | (b2 << 2) | (b1 << 1) | b0);
34 }
35 /// b0 captures the lowest bit, b7 captures the highest bit.
36 /// Meant to be used with instructions such as mm256BlendPs.
37 static void extractBlend(uint8_t mask, uint8_t &b0, uint8_t &b1, uint8_t &b2,
38 uint8_t &b3, uint8_t &b4, uint8_t &b5, uint8_t &b6,
39 uint8_t &b7) {
40 b7 = mask & (1 << 7);
41 b6 = mask & (1 << 6);
42 b5 = mask & (1 << 5);
43 b4 = mask & (1 << 4);
44 b3 = mask & (1 << 3);
45 b2 = mask & (1 << 2);
46 b1 = mask & (1 << 1);
47 b0 = mask & 1;
48 }
49 /// b01 captures the lower 2 bits, b67 captures the higher 2 bits.
50 /// Meant to be used with instructions such as mm256ShufflePs.
51 template <unsigned b67, unsigned b45, unsigned b23, unsigned b01>
52 static uint8_t shuffle() {
53 static_assert(b01 <= 0x03, "overflow");
54 static_assert(b23 <= 0x03, "overflow");
55 static_assert(b45 <= 0x03, "overflow");
56 static_assert(b67 <= 0x03, "overflow");
57 return static_cast<uint8_t>((b67 << 6) | (b45 << 4) | (b23 << 2) | b01);
58 }
59 /// b01 captures the lower 2 bits, b67 captures the higher 2 bits.
60 static void extractShuffle(uint8_t mask, uint8_t &b01, uint8_t &b23,
61 uint8_t &b45, uint8_t &b67) {
62 b67 = (mask & (0x03 << 6)) >> 6;
63 b45 = (mask & (0x03 << 4)) >> 4;
64 b23 = (mask & (0x03 << 2)) >> 2;
65 b01 = mask & 0x03;
66 }
67 /// b03 captures the lower 4 bits, b47 captures the higher 4 bits.
68 /// Meant to be used with instructions such as mm256Permute2f128Ps.
69 template <unsigned b47, unsigned b03>
70 static uint8_t permute() {
71 static_assert(b03 <= 0x0f, "overflow");
72 static_assert(b47 <= 0x0f, "overflow");
73 return static_cast<uint8_t>((b47 << 4) + b03);
74 }
75 /// b03 captures the lower 4 bits, b47 captures the higher 4 bits.
76 static void extractPermute(uint8_t mask, uint8_t &b03, uint8_t &b47) {
77 b47 = (mask & (0x0f << 4)) >> 4;
78 b03 = mask & 0x0f;
79 }
80};
81
82//===----------------------------------------------------------------------===//
83
84// A set of patterns for specialized lowering of vector contraction
85// operation to vector fused multiply and add (FMA) operation.
87
88// A set of patterns for lowering 32-bit packed vector contraction operations
89// to their corresponding packed-type dot-product operations, ultimately
90// targeting the relevant x86 LLVM intrinsics (e.g., BF16 and Int8).
93
94// Performs forward scheduling of vector producer ops to minimize their live
95// range by placing them at their earliest legal use site
97
98//===----------------------------------------------------------------------===//
99/// Helpers extracted from:
100/// - clang/lib/Headers/avxintrin.h
101/// - clang/test/CodeGen/X86/avx-builtins.c
102/// - clang/test/CodeGen/X86/avx2-builtins.c
103/// - clang/test/CodeGen/X86/avx-shuffle-builtins.c
104/// as well as the Intel Intrinsics Guide
105/// (https://www.intel.com/content/www/us/en/docs/intrinsics-guide/index.html)
106/// make it easier to just implement known good lowerings.
107/// All intrinsics correspond 1-1 to the Intel definition.
108//===----------------------------------------------------------------------===//
109
110namespace avx2 {
111
112namespace inline_asm {
113//===----------------------------------------------------------------------===//
114/// Methods in the inline_asm namespace emit calls to LLVM::InlineAsmOp.
115//===----------------------------------------------------------------------===//
116/// If bit i of `mask` is zero, take f32@i from v1 else take it from v2.
118 uint8_t mask);
119
120} // namespace inline_asm
121
122namespace intrin {
123//===----------------------------------------------------------------------===//
124/// Methods in the intrin namespace emulate clang's impl. of X86 intrinsics.
125//===----------------------------------------------------------------------===//
126/// Lower to vector.shuffle v1, v2, [0, 8, 1, 9, 4, 12, 5, 13].
128
129/// Lower to vector.shuffle v1, v2, [0, 8, 1, 9, 4, 12, 5, 13].
131
132/// a a b b a a b b
133/// Take an 8 bit mask, 2 bit for each position of a[0, 3) **and** b[0, 4):
134/// 0:127 | 128:255
135/// b01 b23 C8 D8 | b01+4 b23+4 C8+4 D8+4
136Value mm256ShufflePs(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask);
137
138// imm[0:1] out of imm[0:3] is:
139// 0 1 2 3
140// a[0:127] or a[128:255] or b[0:127] or b[128:255] |
141// a[0:127] or a[128:255] or b[0:127] or b[128:255]
142// 0 1 2 3
143// imm[0:1] out of imm[4:7].
145 uint8_t mask);
146
147/// If bit i of `mask` is zero, take f32@i from v1 else take it from v2.
148Value mm256BlendPs(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask);
149} // namespace intrin
150
151//===----------------------------------------------------------------------===//
152/// Generic lowerings may either use intrin or inline_asm depending on needs.
153//===----------------------------------------------------------------------===//
154/// 4x8xf32-specific AVX2 transpose lowering.
156
157/// 8x8xf32-specific AVX2 transpose lowering.
159
160/// Structure to control the behavior of specialized AVX2 transpose lowering.
162 bool lower4x8xf32_ = false;
164 lower4x8xf32_ = lower;
165 return *this;
166 }
167 bool lower8x8xf32_ = false;
169 lower8x8xf32_ = lower;
170 return *this;
171 }
172};
173
174/// Options for controlling specialized AVX2 lowerings.
176 /// Configure specialized vector lowerings.
182};
183
184/// Insert specialized transpose lowering patterns.
186 RewritePatternSet &patterns, LoweringOptions options = LoweringOptions(),
187 int benefit = 10);
188
189} // namespace avx2
190} // namespace x86vector
191
192/// Collect a set of patterns to lower X86Vector ops to ops that map to LLVM
193/// intrinsics.
195 const LLVMTypeConverter &converter, RewritePatternSet &patterns);
196
197/// Configure the target to support lowering X86Vector ops to ops that map to
198/// LLVM intrinsics.
199void configureX86VectorLegalizeForExportTarget(LLVMConversionTarget &target);
200
201} // namespace mlir
202
203#endif // MLIR_DIALECT_X86VECTOR_TRANSFORMS_H
b
Return true if permutation is a valid permutation of the outer_dims_perm (case OuterOrInnerPerm::Oute...
static llvm::ManagedStatic< PassManagerOptions > options
ImplicitLocOpBuilder maintains a 'current location', allowing use of the create<> method without spec...
Definition Builders.h:630
Derived class that automatically populates legalization information for different LLVM ops.
Conversion from types to the LLVM IR dialect.
This class represents an instance of an SSA value in the MLIR system, representing a computable value...
Definition Value.h:96
Value mm256BlendPsAsm(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask)
Methods in the inline_asm namespace emit calls to LLVM::InlineAsmOp.
Value mm256UnpackHiPs(ImplicitLocOpBuilder &b, Value v1, Value v2)
Lower to vector.shuffle v1, v2, [0, 8, 1, 9, 4, 12, 5, 13].
Value mm256BlendPs(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask)
If bit i of mask is zero, take f32@i from v1 else take it from v2.
Value mm256Permute2f128Ps(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask)
Value mm256ShufflePs(ImplicitLocOpBuilder &b, Value v1, Value v2, uint8_t mask)
a a b b a a b b Take an 8 bit mask, 2 bit for each position of a[0, 3) and b[0, 4): 0:127 | 128:255 b...
Value mm256UnpackLoPs(ImplicitLocOpBuilder &b, Value v1, Value v2)
Methods in the intrin namespace emulate clang's impl. of X86 intrinsics.
Helpers extracted from:
Definition Transforms.h:110
void transpose8x8xf32(ImplicitLocOpBuilder &ib, MutableArrayRef< Value > vs)
8x8xf32-specific AVX2 transpose lowering.
void populateSpecializedTransposeLoweringPatterns(RewritePatternSet &patterns, LoweringOptions options=LoweringOptions(), int benefit=10)
Insert specialized transpose lowering patterns.
void transpose4x8xf32(ImplicitLocOpBuilder &ib, MutableArrayRef< Value > vs)
Generic lowerings may either use intrin or inline_asm depending on needs.
void populateVectorContractToFMAPatterns(RewritePatternSet &patterns)
void populateVectorContractToPackedTypeDotProductPatterns(RewritePatternSet &patterns)
void populateSinkVectorProducerOpsPatterns(RewritePatternSet &patterns)
Include the generated interface declarations.
void populateX86VectorLegalizeForLLVMExportPatterns(const LLVMTypeConverter &converter, RewritePatternSet &patterns)
Collect a set of patterns to lower X86Vector ops to ops that map to LLVM intrinsics.
const FrozenRewritePatternSet & patterns
void configureX86VectorLegalizeForExportTarget(LLVMConversionTarget &target)
Configure the target to support lowering X86Vector ops to ops that map to LLVM intrinsics.
Helper class to factor out the creation and extraction of masks from nibs.
Definition Transforms.h:24
static void extractBlend(uint8_t mask, uint8_t &b0, uint8_t &b1, uint8_t &b2, uint8_t &b3, uint8_t &b4, uint8_t &b5, uint8_t &b6, uint8_t &b7)
b0 captures the lowest bit, b7 captures the highest bit.
Definition Transforms.h:37
static void extractPermute(uint8_t mask, uint8_t &b03, uint8_t &b47)
b03 captures the lower 4 bits, b47 captures the higher 4 bits.
Definition Transforms.h:76
static void extractShuffle(uint8_t mask, uint8_t &b01, uint8_t &b23, uint8_t &b45, uint8_t &b67)
b01 captures the lower 2 bits, b67 captures the higher 2 bits.
Definition Transforms.h:60
static uint8_t shuffle()
b01 captures the lower 2 bits, b67 captures the higher 2 bits.
Definition Transforms.h:52
static uint8_t blend()
b0 captures the lowest bit, b7 captures the highest bit.
Definition Transforms.h:29
static uint8_t permute()
b03 captures the lower 4 bits, b47 captures the higher 4 bits.
Definition Transforms.h:70
Options for controlling specialized AVX2 lowerings.
Definition Transforms.h:175
LoweringOptions & setTransposeOptions(TransposeLoweringOptions options)
Definition Transforms.h:178
TransposeLoweringOptions transposeOptions
Configure specialized vector lowerings.
Definition Transforms.h:177
Structure to control the behavior of specialized AVX2 transpose lowering.
Definition Transforms.h:161
TransposeLoweringOptions & lower8x8xf32(bool lower=true)
Definition Transforms.h:168
TransposeLoweringOptions & lower4x8xf32(bool lower=true)
Definition Transforms.h:163