forked from OSchip/llvm-project
88 lines
3.9 KiB
MLIR
88 lines
3.9 KiB
MLIR
// RUN: mlir-opt %s -linalg-lower-to-llvm-dialect | mlir-cpu-runner -e dot -entry-point-result=f32 -shared-libs=%linalg_test_lib_dir/libcblas%shlibext,%linalg_test_lib_dir/libcblas_interface%shlibext | FileCheck %s
|
|
// RUN: mlir-opt %s -linalg-lower-to-loops -linalg-lower-to-llvm-dialect | mlir-cpu-runner -e dot -entry-point-result=f32 -shared-libs=%linalg_test_lib_dir/libcblas%shlibext,%linalg_test_lib_dir/libcblas_interface%shlibext | FileCheck %s
|
|
// RUN: mlir-opt %s -linalg-lower-to-llvm-dialect | mlir-cpu-runner -e matmul -entry-point-result=f32 -shared-libs=%linalg_test_lib_dir/libcblas%shlibext,%linalg_test_lib_dir/libcblas_interface%shlibext | FileCheck %s
|
|
// RUN: mlir-opt %s -linalg-lower-to-loops -linalg-lower-to-llvm-dialect | mlir-cpu-runner -e matmul -entry-point-result=f32 -shared-libs=%linalg_test_lib_dir/libcblas%shlibext,%linalg_test_lib_dir/libcblas_interface%shlibext | FileCheck %s
|
|
|
|
func @fill_f32(%arg0 : !linalg.buffer<?xf32>, %f : f32) {
|
|
%c0 = constant 0 : index
|
|
%c1 = constant 1 : index
|
|
%s = linalg.buffer_size %arg0 : !linalg.buffer<?xf32>
|
|
%R = linalg.range %c0:%s:%c1 : !linalg.range
|
|
%V = linalg.view %arg0[%R] : !linalg.buffer<?xf32> -> !linalg.view<?xf32>
|
|
loop.for %i0 = %c0 to %s step %c1 {
|
|
linalg.store %f, %V[%i0] : !linalg.view<?xf32>
|
|
}
|
|
return
|
|
}
|
|
|
|
func @alloc_filled_f32(%s : index, %f : f32) -> !linalg.buffer<?xf32> {
|
|
%A = linalg.buffer_alloc %s : !linalg.buffer<?xf32>
|
|
call @fill_f32(%A, %f) : (!linalg.buffer<?xf32>, f32) -> ()
|
|
return %A : !linalg.buffer<?xf32>
|
|
}
|
|
|
|
func @dot() -> f32 {
|
|
%c0 = constant 0 : index
|
|
%c1 = constant 1 : index
|
|
%c16 = constant 16 : index
|
|
%f10 = constant 10.00000e+00 : f32
|
|
%f1 = constant 1.00000e+00 : f32
|
|
%f2 = constant 2.00000e+00 : f32
|
|
|
|
%bA = call @alloc_filled_f32(%c16, %f2) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
%bB = call @alloc_filled_f32(%c16, %f1) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
%bC = call @alloc_filled_f32(%c1, %f10) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
|
|
%R = linalg.range %c0:%c16:%c1 : !linalg.range
|
|
%A = linalg.view %bA[%R] : !linalg.buffer<?xf32> -> !linalg.view<?xf32>
|
|
%B = linalg.view %bB[%R] : !linalg.buffer<?xf32> -> !linalg.view<?xf32>
|
|
%C = linalg.view %bC[] : !linalg.buffer<?xf32> -> !linalg.view<f32>
|
|
|
|
linalg.dot(%A, %B, %C) : !linalg.view<?xf32>, !linalg.view<?xf32>, !linalg.view<f32>
|
|
%res = linalg.load %C[] : !linalg.view<f32>
|
|
|
|
linalg.buffer_dealloc %bC : !linalg.buffer<?xf32>
|
|
linalg.buffer_dealloc %bB : !linalg.buffer<?xf32>
|
|
linalg.buffer_dealloc %bA : !linalg.buffer<?xf32>
|
|
|
|
return %res : f32
|
|
}
|
|
|
|
func @matmul() -> f32 {
|
|
%c0 = constant 0 : index
|
|
%c1 = constant 1 : index
|
|
%c6 = constant 6 : index
|
|
%c7 = constant 7 : index
|
|
%c10 = constant 10 : index
|
|
%c16 = constant 16 : index
|
|
%c100 = constant 100 : index
|
|
%c160 = constant 160 : index
|
|
%f1 = constant 1.00000e+00 : f32
|
|
%f2 = constant 2.00000e+00 : f32
|
|
%f10 = constant 10.00000e+00 : f32
|
|
|
|
%bA = call @alloc_filled_f32(%c160, %f2) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
%bB = call @alloc_filled_f32(%c160, %f1) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
%bC = call @alloc_filled_f32(%c100, %f10) : (index, f32) -> (!linalg.buffer<?xf32>)
|
|
|
|
%M = linalg.range %c0:%c10:%c1 : !linalg.range
|
|
%N = linalg.range %c0:%c10:%c1 : !linalg.range
|
|
%K = linalg.range %c0:%c16:%c1 : !linalg.range
|
|
%A = linalg.view %bA[%M, %K] : !linalg.buffer<?xf32> -> !linalg.view<?x?xf32>
|
|
%B = linalg.view %bB[%K, %N] : !linalg.buffer<?xf32> -> !linalg.view<?x?xf32>
|
|
%C = linalg.view %bC[%M, %N] : !linalg.buffer<?xf32> -> !linalg.view<?x?xf32>
|
|
|
|
linalg.matmul(%A, %B, %C) : !linalg.view<?x?xf32>, !linalg.view<?x?xf32>, !linalg.view<?x?xf32>
|
|
%res = linalg.load %C[%c6, %c7] : !linalg.view<?x?xf32>
|
|
|
|
linalg.buffer_dealloc %bC : !linalg.buffer<?xf32>
|
|
linalg.buffer_dealloc %bB : !linalg.buffer<?xf32>
|
|
linalg.buffer_dealloc %bA : !linalg.buffer<?xf32>
|
|
|
|
return %res : f32
|
|
}
|
|
|
|
|
|
// All tests return this value
|
|
// CHECK: 4.2{{0+}}e+01
|