forked from OSchip/llvm-project
69 lines
3.1 KiB
MLIR
69 lines
3.1 KiB
MLIR
// RUN: mlir-opt %s -test-linalg-transform-patterns=test-matmul-to-vector-patterns-tile-1d | FileCheck %s
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// RUN: mlir-opt %s -test-linalg-transform-patterns=test-matmul-to-vector-patterns-tile-2d | FileCheck %s
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// RUN: mlir-opt %s -test-linalg-transform-patterns=test-contraction-to-vector-patterns | FileCheck %s --check-prefix=VECTOR-CONTRACTION
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func @matmul(%A: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>,
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%B: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>,
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%C: memref<1584x1584xf32, offset: 0, strides: [1584, 1]>) {
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linalg.matmul %A, %B, %C {__internal_linalg_transform__ = "START"} :
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(memref<1584x1584xf32, offset: 0, strides: [1584, 1]>,
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memref<1584x1584xf32, offset: 0, strides: [1584, 1]>,
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memref<1584x1584xf32, offset: 0, strides: [1584, 1]>)
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return
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}
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// CHECK-LABEL:func @matmul
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// CHECK: vector.broadcast {{.*}} : f32 to vector<8x16xf32>
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// CHECK: store {{.*}}[] : memref<vector<8x16xf32>>
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//
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// CHECK: vector.broadcast {{.*}} : f32 to vector<16x12xf32>
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// CHECK: store {{.*}}[] : memref<vector<16x12xf32>>
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//
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// CHECK: vector.broadcast {{.*}} : f32 to vector<8x12xf32>
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// CHECK: store {{.*}}[] : memref<vector<8x12xf32>>
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//
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// CHECK: linalg.copy
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// CHECK: linalg.copy
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// CHECK: linalg.copy
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//
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// CHECK: vector.contract
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// CHECK-SAME: iterator_types = ["parallel", "parallel", "reduction"]
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// CHECK-SAME: : vector<8x16xf32>, vector<16x12xf32> into vector<8x12xf32>
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//
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// CHECK: linalg.copy
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// VECTOR-CONTRACTION-LABEL: contraction_dot
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func @contraction_dot(%A: memref<1584xf32>, %B: memref<1584xf32>, %C: memref<f32>) {
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// VECTOR-CONTRACTION: vector.contract
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// VECTOR-CONTRACTION-SAME: vector<1584xf32>, vector<1584xf32> into f32
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linalg.dot %A, %B, %C : (memref<1584xf32>, memref<1584xf32>, memref<f32>)
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return
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}
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// VECTOR-CONTRACTION-LABEL: contraction_matvec
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func @contraction_matvec(%A: memref<1584x1584xf32>, %B: memref<1584xf32>, %C: memref<1584xf32>) {
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// VECTOR-CONTRACTION: vector.contract
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// VECTOR-CONTRACTION-SAME: vector<1584x1584xf32>, vector<1584xf32> into vector<1584xf32>
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linalg.matvec %A, %B, %C :
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(memref<1584x1584xf32>, memref<1584xf32>, memref<1584xf32>)
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return
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}
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// VECTOR-CONTRACTION-LABEL: contraction_matmul
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func @contraction_matmul(%A: memref<1584x1584xf32>, %B: memref<1584x1584xf32>, %C: memref<1584x1584xf32>) {
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// VECTOR-CONTRACTION: vector.contract
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// VECTOR-CONTRACTION-SAME: vector<1584x1584xf32>, vector<1584x1584xf32> into vector<1584x1584xf32>
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linalg.matmul %A, %B, %C :
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(memref<1584x1584xf32>, memref<1584x1584xf32>, memref<1584x1584xf32>)
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return
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}
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// VECTOR-CONTRACTION-LABEL: contraction_batch_matmul
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func @contraction_batch_matmul(%A: memref<1584x1584x1584xf32>, %B: memref<1584x1584x1584xf32>, %C: memref<1584x1584x1584xf32>) {
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// VECTOR-CONTRACTION: vector.contract
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// VECTOR-CONTRACTION-SAME: vector<1584x1584x1584xf32>, vector<1584x1584x1584xf32> into vector<1584x1584x1584xf32>
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linalg.batch_matmul %A, %B, %C :
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(memref<1584x1584x1584xf32>, memref<1584x1584x1584xf32>, memref<1584x1584x1584xf32>)
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return
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}
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