forked from OSchip/llvm-project
40 lines
3.1 KiB
MLIR
40 lines
3.1 KiB
MLIR
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// RUN: mlir-opt %s -linalg-tile -linalg-tile-sizes=2,3,0,0,4 | FileCheck %s -check-prefix=TILE-23004
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// TILE-23004-DAG: #[[UB0:.*]] = (d0) -> (d0 + 2)
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// TILE-23004-DAG: #[[UB1:.*]] = (d0) -> (d0 + 3)
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// TILE-23004-DAG: #[[UB2:.*]] = (d0) -> (d0 + 4)
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// TILE-23004-DAG: #[[D0x30pS0x10:.*]] = (d0)[s0] -> (d0 * 30 + s0 * 10)
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// TILE-23004-DAG: #[[D0x30pS0x10p90:.*]] = (d0)[s0] -> (d0 * 30 + s0 * 10 + 90)
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func @conv(%arg0: !linalg.view<?x?x?x?xf32>, %arg1: !linalg.view<?x?x?x?xf32>, %arg2: !linalg.view<?x?x?x?xf32>) {
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linalg.conv(%arg0, %arg1, %arg2) {dilations = [10, 20], strides = [30, 40]} : !linalg.view<?x?x?x?xf32>, !linalg.view<?x?x?x?xf32>, !linalg.view<?x?x?x?xf32>
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return
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}
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// TILE-23004-LABEL: func @conv(%arg0: !linalg.view<?x?x?x?xf32>, %arg1: !linalg.view<?x?x?x?xf32>, %arg2: !linalg.view<?x?x?x?xf32>) {
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// TILE-23004: %[[Q:.*]] = linalg.dim %arg0, 2 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[B:.*]] = linalg.dim %arg1, 0 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[PaddedInput0:.*]] = linalg.dim %arg1, 1 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[X0:.*]] = linalg.dim %arg2, 1 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: linalg.for %i0 = %c0 to %[[B]] step %c2 {
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// TILE-23004: linalg.for %i1 = %c0 to %[[X0]] step %c3 {
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// TILE-23004: linalg.for %i2 = %c0 to %[[Q]] step %c4 {
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// TILE-23004: %[[Z0:.*]] = linalg.dim %arg0, 0 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[Z1:.*]] = linalg.dim %arg0, 1 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[I2p4:.*]] = affine.apply #[[UB2]](%i2)
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// TILE-23004: %[[K:.*]] = linalg.dim %arg0, 3 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[FilterView:.*]] = linalg.subview %arg0[%c0, %[[Z0]], %c1, %c0, %[[Z1]], %c1, %i2, %[[I2p4]], %c1, %c0, %[[K]], %c1] : !linalg.view<?x?x?x?xf32>
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//
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// TILE-23004: %[[I0p3:.*]] = affine.apply #[[UB0]](%i0)
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// TILE-23004: %[[I1:.*]] = affine.apply #[[D0x30pS0x10]](%i1)[%c0]
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// TILE-23004: %[[I1pStep:.*]] = affine.apply #[[D0x30pS0x10p90]](%i1)[%[[PaddedInput0]]]
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// TILE-23004: %[[SZ2:.*]] = linalg.dim %arg1, 2 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[I2p2:.*]] = affine.apply #[[UB2]](%i2)
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// TILE-23004: %[[InputView:.*]] = linalg.subview %arg1[%i0, %[[I0p3]], %c1, %[[I1]], %[[I1pStep]], %c1, %c0, %[[SZ2]], %c1, %i2, %[[I2p2]], %c1] : !linalg.view<?x?x?x?xf32>
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//
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// TILE-23004: %[[B:.*]] = affine.apply #[[UB0]](%i0)
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// TILE-23004: %[[I1p3:.*]] = affine.apply #[[UB1]](%i1)
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// TILE-23004: %[[X0:.*]] = linalg.dim %arg2, 2 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[X1:.*]] = linalg.dim %arg2, 3 : !linalg.view<?x?x?x?xf32>
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// TILE-23004: %[[OutputView:.*]] = linalg.subview %arg2[%i0, %[[B]], %c1, %i1, %[[I1p3]], %c1, %c0, %[[X0]], %c1, %c0, %[[X1]], %c1] : !linalg.view<?x?x?x?xf32>
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//
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// TILE-23004: linalg.conv(%[[FilterView]], %[[InputView]], %[[OutputView]]) : !linalg.view<?x?x?x?xf32>, !linalg.view<?x?x?x?xf32>, !linalg.view<?x?x?x?xf32>
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