Files
clang-p2996/mlir/test/Integration/Dialect/LLVMIR/CPU/X86/test-inline-asm-vector.mlir
Nicolas Vasilache b2729fda60 [mlir][Vector] Add a vblendps-based impl for transpose8x8 (both intrin and inline_asm)
This revision follows up on the conversation titled:

```[llvm-dev] Understanding and controlling some of the AVX shuffle emission paths```

The revision adds a vblendps-based implementation for transpose8x8 and further distinguishes between and intrinsics and an inline_asm implementation.

This results in roughly 20% fewer cycles as reported by llvm-mca:

After this revision (intrinsic version, resolves to virtually identical assembly as per the llvm-dev discussion, no vblendps instruction is emitted):
```
Iterations:        100
Instructions:      5900
Total Cycles:      2415
Total uOps:        7300

Dispatch Width:    6
uOps Per Cycle:    3.02
IPC:               2.44
Block RThroughput: 24.0

Cycles with backend pressure increase [ 89.90% ]
Throughput Bottlenecks:
  Resource Pressure       [ 89.65% ]
  - SKXPort1  [ 0.04% ]
  - SKXPort2  [ 12.42% ]
  - SKXPort3  [ 12.42% ]
  - SKXPort5  [ 89.52% ]
  Data Dependencies:      [ 37.06% ]
  - Register Dependencies [ 37.06% ]
  - Memory Dependencies   [ 0.00% ]
```

After this revision (inline_asm version, vblendps instructions are indeed emitted):
```
Iterations:        100
Instructions:      6300
Total Cycles:      2015
Total uOps:        7700

Dispatch Width:    6
uOps Per Cycle:    3.82
IPC:               3.13
Block RThroughput: 20.0

Cycles with backend pressure increase [ 83.47% ]
Throughput Bottlenecks:
  Resource Pressure       [ 83.18% ]
  - SKXPort0  [ 14.49% ]
  - SKXPort1  [ 14.54% ]
  - SKXPort2  [ 19.70% ]
  - SKXPort3  [ 19.70% ]
  - SKXPort5  [ 83.03% ]
  - SKXPort6  [ 14.49% ]
  Data Dependencies:      [ 39.75% ]
  - Register Dependencies [ 39.75% ]
  - Memory Dependencies   [ 0.00% ]
```

An accessible copy of the conversation is available [here](https://gist.github.com/nicolasvasilache/68c7f34012584b0e00f335bcb374ede0).

Differential Revision: https://reviews.llvm.org/D114393
2021-11-23 07:31:22 +00:00

57 lines
2.2 KiB
MLIR

// RUN: mlir-opt %s -convert-vector-to-llvm | \
// RUN: mlir-cpu-runner -e entry_point_with_all_constants -entry-point-result=void \
// RUN: -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext
module {
llvm.func @function_to_run(%a: vector<8xf32>, %b: vector<8xf32>) {
// CHECK: ( 8, 10, 12, 14, 16, 18, 20, 22 )
%r0 = llvm.inline_asm asm_dialect = intel
"vaddps $0, $1, $2", "=x,x,x" %a, %b:
(vector<8xf32>, vector<8xf32>) -> vector<8xf32>
vector.print %r0: vector<8xf32>
// vblendps implemented with inline_asm.
// CHECK: ( 0, 1, 10, 11, 4, 5, 14, 15 )
%r1 = llvm.inline_asm asm_dialect = intel
"vblendps $0, $1, $2, 0xCC", "=x,x,x" %a, %b:
(vector<8xf32>, vector<8xf32>) -> vector<8xf32>
vector.print %r1: vector<8xf32>
// vblendps 0xCC via vector.shuffle (emulates clang intrinsics impl)
// CHECK: ( 0, 1, 10, 11, 4, 5, 14, 15 )
%r2 = vector.shuffle %a, %b[0, 1, 10, 11, 4, 5, 14, 15]
: vector<8xf32>, vector<8xf32>
vector.print %r2: vector<8xf32>
// vblendps 0x33 implemented with inline_asm.
// CHECK: ( 8, 9, 2, 3, 12, 13, 6, 7 )
%r3 = llvm.inline_asm asm_dialect = intel
"vblendps $0, $1, $2, 0x33", "=x,x,x" %a, %b:
(vector<8xf32>, vector<8xf32>) -> vector<8xf32>
vector.print %r3: vector<8xf32>
// vblendps 0x33 via vector.shuffle (emulates clang intrinsics impl)
// CHECK: ( 8, 9, 2, 3, 12, 13, 6, 7 )
%r4 = vector.shuffle %a, %b[8, 9, 2, 3, 12, 13, 6, 7]
: vector<8xf32>, vector<8xf32>
vector.print %r4: vector<8xf32>
llvm.return
}
// Solely exists to prevent inlining and get the expected assembly.
llvm.func @entry_point(%a: vector<8xf32>, %b: vector<8xf32>) {
llvm.call @function_to_run(%a, %b) : (vector<8xf32>, vector<8xf32>) -> ()
llvm.return
}
llvm.func @entry_point_with_all_constants() {
%a = llvm.mlir.constant(dense<[0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0]>
: vector<8xf32>) : vector<8xf32>
%b = llvm.mlir.constant(dense<[8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0]>
: vector<8xf32>) : vector<8xf32>
llvm.call @function_to_run(%a, %b) : (vector<8xf32>, vector<8xf32>) -> ()
llvm.return
}
}