derek.holloway
7502bf64a4
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62 lines
2.5 KiB
MLIR
62 lines
2.5 KiB
MLIR
// RUN: mlir-opt %s -convert-linalg-to-std -split-input-file | FileCheck %s
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func.func private @printMemrefF32(memref<*xf32>)
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// CHECK: func private @linalg_fill_f32_viewsxsxf32(f32, memref<?x?xf32, {{.*}}>) attributes {llvm.emit_c_interface}
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// CHECK: func private @linalg_matmul_viewsxsxf32_viewsxsxf32_viewsxsxf32(memref<?x?xf32, {{.*}}>, memref<?x?xf32, {{.*}}>, memref<?x?xf32, {{.*}}>) attributes {llvm.emit_c_interface}
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func.func @matmul(%A: memref<?x?xf32>, %B: memref<?x?xf32>) -> (memref<?x?xf32>) {
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%c0 = arith.constant 0 : index
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%c1 = arith.constant 1 : index
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%f0 = arith.constant 0.0 : f32
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%x = memref.dim %A, %c0 : memref<?x?xf32>
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%y = memref.dim %B, %c1 : memref<?x?xf32>
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%C = memref.alloc(%x, %y) : memref<?x?xf32>
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// CHECK: call @linalg_fill_f32_viewsxsxf32({{.*}}) : (f32, memref<?x?xf32, {{.*}}>)
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linalg.fill ins(%f0 : f32) outs(%C : memref<?x?xf32>)
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// CHECK: call @linalg_matmul_viewsxsxf32_viewsxsxf32_viewsxsxf32({{.*}}) : (memref<?x?xf32, {{.*}}>, memref<?x?xf32, {{.*}}>, memref<?x?xf32, {{.*}}>) -> ()
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linalg.matmul ins(%A, %B: memref<?x?xf32>, memref<?x?xf32>)
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outs(%C: memref<?x?xf32>)
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return %C : memref<?x?xf32>
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}
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// -----
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#accesses = [
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affine_map<(d0) -> (d0)>,
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affine_map<(d0) -> (d0)>,
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affine_map<(d0) -> (d0)>
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]
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#trait = {
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doc = "...",
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indexing_maps = #accesses,
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library_call = "test",
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iterator_types = ["parallel"]
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}
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// CHECK: func.func private @linalg_copy_view32xf16as1_view32xf16as6(memref<32xf16, strided<[?], offset: ?>, 1>, memref<32xf16, strided<[?], offset: ?>, 6>) attributes {llvm.emit_c_interface}
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// CHECK: func.func private @linalg_copy_view32xf16as6_view32xf16as1(memref<32xf16, strided<[?], offset: ?>, 6>, memref<32xf16, strided<[?], offset: ?>, 1>) attributes {llvm.emit_c_interface}
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module {
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func.func @helper(%arg7: memref<32xf16, 1>, %arg8: memref<32xf16, 1>, %arg9: memref<32xf16, 1>) {
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%localA = memref.alloca() : memref<32xf16, 6>
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%localB = memref.alloca() : memref<32xf16, 6>
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%localOut = memref.alloca() : memref<32xf16, 6>
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linalg.copy ins(%arg8 : memref<32xf16, 1>) outs(%localA : memref<32xf16, 6>)
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linalg.copy ins(%arg9 : memref<32xf16, 1>) outs(%localB : memref<32xf16, 6>)
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linalg.generic #trait
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ins(%localA, %localB : memref<32xf16, 6>, memref<32xf16, 6>)
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outs(%localOut : memref<32xf16, 6>) {
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^bb0(%0: f16, %1: f16, %2: f16) :
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%e = arith.addf %1, %0: f16
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linalg.yield %e : f16
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}
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linalg.copy ins(%localOut : memref<32xf16, 6>) outs(%arg7 : memref<32xf16, 1>)
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return
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}
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}
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