// RUN: mlir-opt %s -linalg-promote-subviews | FileCheck %s // RUN: mlir-opt %s -linalg-promote-subviews -test-linalg-promote-dynamic | FileCheck %s --check-prefix=DYNAMIC #map0 = affine_map<(d0, d1)[s0, s1] -> (d0 * s1 + s0 + d1)> #map1 = affine_map<(d0) -> (d0 + 2)> #map2 = affine_map<(d0) -> (d0 + 4)> #map3 = affine_map<(d0) -> (d0 + 3)> // CHECK-DAG: #[[strided2D:.*]] = affine_map<(d0, d1)[s0, s1] -> (d0 * s1 + s0 + d1)> // CHECK-DAG: #[[strided2DnoOffset:.*]] = affine_map<(d0, d1)[s0] -> (d0 * s0 + d1)> // CHECK-DAG: #[[strided2D_dynamic:.*]] = affine_map<(d0, d1)[s0, s1, s2] -> (d0 * s1 + s0 + d1 * s2)> module { func @matmul(%A: memref, %M: index, %N: index, %K: index) { %c4 = constant 4 : index %c3 = constant 3 : index %c2 = constant 2 : index %c0 = constant 0 : index %c1 = constant 1 : index %3 = view %A[%c0][%M, %K] : memref to memref %4 = view %A[%c0][%K, %N] : memref to memref %5 = view %A[%c0][%M, %N] : memref to memref %6 = dim %3, 0 : memref %7 = dim %3, 1 : memref %8 = dim %4, 1 : memref loop.for %arg4 = %c0 to %6 step %c2 { loop.for %arg5 = %c0 to %8 step %c3 { loop.for %arg6 = %c0 to %7 step %c4 { %11 = std.subview %3[%arg4, %arg6][%c2, %c4][%c1, %c1] : memref to memref %14 = std.subview %4[%arg6, %arg5][%c4, %c3][%c1, %c1] : memref to memref %17 = std.subview %5[%arg4, %arg5][%c2, %c3][%c1, %c1] : memref to memref linalg.matmul(%11, %14, %17) : memref, memref, memref } } } return } } // CHECK-LABEL: func @matmul(%{{.*}}: memref, %{{.*}}: index, %{{.*}}: index, %{{.*}}: index) { // CHECK: loop.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: loop.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: loop.for %{{.*}} = %{{.*}} to %{{.*}} step %{{.*}} { // CHECK: %[[vA:.*]] = std.subview {{.*}} : memref // CHECK: %[[vB:.*]] = std.subview {{.*}} : memref // CHECK: %[[vC:.*]] = std.subview {{.*}} : memref /// // CHECK: %[[tmpA:.*]] = alloc() : memref<32xi8> // CHECK: %[[fullA:.*]] = std.view %[[tmpA]][][{{.*}}] : memref<32xi8> to memref // DYNAMIC: std.view %{{.*}}[][{{.*}}] : memref to memref // CHECK: %[[partialA:.*]] = linalg.slice %[[fullA]][%{{.*}}, %{{.*}}] : memref, !linalg.range, !linalg.range, memref /// // CHECK: %[[tmpB:.*]] = alloc() : memref<48xi8> // CHECK: %[[fullB:.*]] = std.view %[[tmpB]][][{{.*}}] : memref<48xi8> to memref // DYNAMIC: std.view %{{.*}}[][{{.*}}] : memref to memref // CHECK: %[[partialB:.*]] = linalg.slice %[[fullB]][%{{.*}}, %{{.*}}] : memref, !linalg.range, !linalg.range, memref /// // CHECK: %[[tmpC:.*]] = alloc() : memref<24xi8> // CHECK: %[[fullC:.*]] = std.view %[[tmpC]][][{{.*}}] : memref<24xi8> to memref // DYNAMIC: std.view %{{.*}}[][{{.*}}] : memref to memref // CHECK: %[[partialC:.*]] = linalg.slice %[[fullC]][%{{.*}}, %{{.*}}] : memref, !linalg.range, !linalg.range, memref // CHECK: linalg.fill(%[[fullA]], {{.*}}) : memref, f32 // CHECK: linalg.fill(%[[fullB]], {{.*}}) : memref, f32 // CHECK: linalg.fill(%[[fullC]], {{.*}}) : memref, f32 // CHECK: linalg.copy(%[[vA]], %[[partialA]]) : memref, memref // CHECK: linalg.copy(%[[vB]], %[[partialB]]) : memref, memref // CHECK: linalg.copy(%[[vC]], %[[partialC]]) : memref, memref // // CHECK: linalg.matmul(%[[fullA]], %[[fullB]], %[[fullC]]) : memref, memref, memref // // CHECK: linalg.copy(%[[partialC]], %[[vC]]) : memref, memref // // CHECK: dealloc %[[tmpA]] : memref<32xi8> // CHECK: dealloc %[[tmpB]] : memref<48xi8> // CHECK: dealloc %[[tmpC]] : memref<24xi8>