derek.holloway
7502bf64a4
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32 lines
1.7 KiB
MLIR
32 lines
1.7 KiB
MLIR
// RUN: mlir-opt -reify-result-shapes %s | FileCheck %s
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// The test below checks concat op reification. In the first case, no cast is inserted while on the second a cast gets inserted.
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// CHECK-LABEL: func.func @concat_reification
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func.func @concat_reification(%arg0: tensor<4x7x3xf32>, %arg1 : tensor<4x4x3xf32>, %arg2: tensor<?x?x?xf32>)
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-> (tensor<4x11x3xf32>, tensor<?x?x?xf32>) {
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// CHECK: %[[RES0:.*]] = tensor.concat dim(1) %{{.*}} : (tensor<4x7x3xf32>, tensor<4x4x3xf32>) -> tensor<4x11x3xf32>
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%1 = tensor.concat dim(1) %arg0, %arg1 : (tensor<4x7x3xf32>, tensor<4x4x3xf32>) -> tensor<4x11x3xf32>
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// CHECK: %[[V0:.*]] = tensor.concat dim(2) %{{.*}} : (tensor<4x7x3xf32>, tensor<?x?x?xf32>) -> tensor<4x7x?xf32>
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// CHECK: %[[RES1:.*]] = tensor.cast %[[V0]] : tensor<4x7x?xf32> to tensor<?x?x?xf32>
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%2 = tensor.concat dim(2) %arg0, %arg2 : (tensor<4x7x3xf32>, tensor<?x?x?xf32>) -> tensor<?x?x?xf32>
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// CHECK: return %[[RES0]], %[[RES1]] : tensor<4x11x3xf32>, tensor<?x?x?xf32>
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return %1, %2 : tensor<4x11x3xf32>, tensor<?x?x?xf32>
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}
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// CHECK-LABEL: func.func @pad_reification
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func.func @pad_reification(%cst : f32, %idx : index, %t: tensor<64x?x64xf32>) -> tensor<1x?x64xf32> {
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%pad_amt = affine.apply affine_map<(d0) -> (-d0 + 256)>(%idx)
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%es = tensor.extract_slice %t[0, 0, 0] [1, %idx, 64] [1, 1, 1]
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: tensor<64x?x64xf32> to tensor<1x?x64xf32>
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// CHECK: tensor.pad
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// CHECK: : tensor<1x?x64xf32> to tensor<1x256x64xf32>
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// CHECK: tensor.cast %{{.*}} : tensor<1x256x64xf32> to tensor<1x?x64xf32>
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%padded = tensor.pad %es low[0, 0, 0] high[0, %pad_amt, 0] {
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^bb0(%a: index, %b: index, %c: index):
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tensor.yield %cst : f32
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} : tensor<1x?x64xf32> to tensor<1x?x64xf32>
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return %padded : tensor<1x?x64xf32>
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}
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