| // RUN: mlir-opt %s -linalg-tile="linalg-tile-sizes=2,3,0,0,4" | FileCheck %s -check-prefix=TILE-23004 |
| |
| // TILE-23004-DAG: #[[$D0x30pS0x10:.*]] = affine_map<(d0) -> (d0 * 30)> |
| // TILE-23004-DAG: #[[$S0x10p90D0x30pS1:.*]] = affine_map<(d0)[s0, s1] -> (s0 * 10 + 51, d0 * -30 + s1)> |
| // TILE-23004-DAG: #[[$strided4D:.*]] = affine_map<(d0, d1, d2, d3)[s0, s1, s2, s3] -> (d0 * s1 + s0 + d1 * s2 + d2 * s3 + d3)> |
| // TILE-23004-DAG: #[[$bound_map_4:.*]] = affine_map<(d0)[s0] -> (4, -d0 + s0)> |
| |
| func @conv(%arg0: memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]>, %arg1: memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]>, %arg2: memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]>) { |
| linalg.conv(%arg0, %arg1, %arg2) {dilations = [10, 20], strides = [30, 40]} : memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]>, memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]>, memref<?x?x?x?xf32, offset: ?, strides: [?, ?, ?, 1]> |
| return |
| } |
| // TILE-23004: func @conv( |
| // TILE-23004-SAME: %[[ARG0:[a-zA-Z0-9_]*]]: memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004-SAME: %[[ARG1:[a-zA-Z0-9_]*]]: memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004-SAME: %[[ARG2:[a-zA-Z0-9_]*]]: memref<?x?x?x?xf32, #[[$strided4D]]>) |
| // TILE-23004-DAG: %[[C0:.*]] = constant 0 : index |
| // TILE-23004-DAG: %[[C2:.*]] = constant 2 : index |
| // TILE-23004-DAG: %[[C3:.*]] = constant 3 : index |
| // TILE-23004-DAG: %[[C4:.*]] = constant 4 : index |
| // TILE-23004: %[[Z0:.*]] = dim %[[ARG0]], %c0 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[Q:.*]] = dim %[[ARG0]], %c2 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[B:.*]] = dim %[[ARG1]], %c0 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[X0:.*]] = dim %[[ARG2]], %c1 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: scf.for %[[ivI:.*]] = %{{.*}} to %[[B]] step %{{.*}} { |
| // TILE-23004: scf.for %[[ivJ:.*]] = %{{.*}} to %[[X0]] step %{{.*}} { |
| // TILE-23004: scf.for %[[ivK:.*]] = %{{.*}} to %[[Q]] step %{{.*}} { |
| // TILE-23004: %[[Z0_1:.*]] = dim %[[ARG0]], %c0 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[Z1:.*]] = dim %[[ARG0]], %c1 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[Z2:.*]] = dim %[[ARG0]], %c2 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[szK:.*]] = affine.min #[[$bound_map_4]](%[[ivK]])[%[[Z2]]] |
| // TILE-23004: %[[K:.*]] = dim %[[ARG0]], %c3 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[FilterView:.*]] = subview %{{.*}}[0, 0, %[[ivK]], 0] [%[[Z0_1]], %[[Z1]], %[[szK]], %[[K]]] [1, 1, 1, 1] : memref<?x?x?x?xf32, #[[$strided4D]]> to memref<?x?x?x?xf32, #[[$strided4D]]> |
| // |
| // TILE-23004: %[[J1:.*]] = affine.apply #[[$D0x30pS0x10]](%[[ivJ]]) |
| // TILE-23004: %[[PaddedInput0b:.*]] = dim %[[ARG1]], %c1 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[I1pStep:.*]] = affine.min #[[$S0x10p90D0x30pS1]](%[[ivJ]])[%[[Z0]], %[[PaddedInput0b]]] |
| // TILE-23004: %[[SZ2:.*]] = dim %[[ARG1]], %c2 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[dim3:.*]] = dim %[[ARG1]], %c3 |
| // TILE-23004: %[[sz3:.*]] = affine.min #[[$bound_map_4]](%[[ivK]])[%[[dim3]]] |
| // TILE-23004: %[[InputView:.*]] = subview %{{.*}}[%[[ivI]], %[[J1]], 0, %[[ivK]]] [%{{.*}}, %{{.*}}, %[[SZ2]], %[[sz3]]] [1, 1, 1, 1] : memref<?x?x?x?xf32, #[[$strided4D]]> to memref<?x?x?x?xf32, #[[$strided4D]]> |
| // |
| // TILE-23004: %[[X0:.*]] = dim %[[ARG2]], %c2 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[X1:.*]] = dim %[[ARG2]], %c3 : memref<?x?x?x?xf32, #[[$strided4D]]> |
| // TILE-23004: %[[OutputView:.*]] = subview %{{.*}}[%[[ivI]], %[[ivJ]], 0, 0] [%{{.*}}, %{{.*}}, %[[X0]], %[[X1]]] [1, 1, 1, 1] : memref<?x?x?x?xf32, #[[$strided4D]]> to memref<?x?x?x?xf32, #[[$strided4D]]> |
| // |
| // TILE-23004: linalg.conv(%[[FilterView]], %[[InputView]], %[[OutputView]]) {dilations = [10, 20], strides = [30, 40]} : memref<?x?x?x?xf32, #[[$strided4D]]>, memref<?x?x?x?xf32, #[[$strided4D]]>, memref<?x?x?x?xf32, #[[$strided4D]]> |
