derek.holloway
7502bf64a4
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57 lines
2.7 KiB
MLIR
57 lines
2.7 KiB
MLIR
// RUN: mlir-opt %s -linalg-morph-ops=named-to-category -split-input-file | FileCheck %s
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// CHECK: @exp(%[[A:.+]]: tensor<16x8xf32>, %[[B:.+]]: tensor<16x8xf32>) -> tensor<16x8xf32> {
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// CHECK: {{.*}} = linalg.elementwise
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// CHECK-SAME: kind=#linalg.elementwise_kind<exp>
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// CHECK-SAME: ins(%[[A]] : tensor<16x8xf32>)
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// CHECK-SAME: outs(%[[B]] : tensor<16x8xf32>) -> tensor<16x8xf32>
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//
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func.func @exp(%A : tensor<16x8xf32>, %B : tensor<16x8xf32>) -> tensor<16x8xf32> {
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%exp = linalg.exp ins(%A : tensor<16x8xf32>) outs(%B : tensor<16x8xf32>) -> tensor<16x8xf32>
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return %exp : tensor<16x8xf32>
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}
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// ----
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// CHECK: @add(%[[A:.+]]: tensor<16x8xf32>, %[[B:.+]]: tensor<16x8xf32>, %[[C:.+]]: tensor<16x8xf32>) -> tensor<16x8xf32> {
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// CHECK: {{.*}} = linalg.elementwise
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// CHECK-SAME: kind=#linalg.elementwise_kind<add>
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// CHECK-SAME: ins(%[[A]], %[[B]] : tensor<16x8xf32>, tensor<16x8xf32>)
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// CHECK-SAME: outs(%[[C]] : tensor<16x8xf32>) -> tensor<16x8xf32>
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//
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func.func @add(%A : tensor<16x8xf32>, %B: tensor<16x8xf32>, %C : tensor<16x8xf32>) -> tensor<16x8xf32> {
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%add = linalg.add ins(%A, %B : tensor<16x8xf32>, tensor<16x8xf32>) outs(%C : tensor<16x8xf32>) -> tensor<16x8xf32>
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return %add : tensor<16x8xf32>
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}
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// ----
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// CHECK: @sub(%[[A:.+]]: tensor<16x8xf32>, %[[B:.+]]: tensor<16x8xf32>, %[[C:.+]]: tensor<16x8xf32>) -> tensor<16x8xf32> {
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// CHECK: {{.*}} = linalg.elementwise
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// CHECK-SAME: kind=#linalg.elementwise_kind<sub>
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// CHECK-SAME: ins(%[[A]], %[[B]] : tensor<16x8xf32>, tensor<16x8xf32>)
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// CHECK-SAME: outs(%[[C]] : tensor<16x8xf32>)
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//
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func.func @sub(%A : tensor<16x8xf32>, %B: tensor<16x8xf32>, %C : tensor<16x8xf32>) -> tensor<16x8xf32> {
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%sub = linalg.sub ins(%A, %B : tensor<16x8xf32>, tensor<16x8xf32>) outs(%C : tensor<16x8xf32>) -> tensor<16x8xf32>
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return %sub : tensor<16x8xf32>
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}
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// ----
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// CHECK: @ternary_select(%[[A:.+]]: tensor<4x8x16xi1>, %[[B:.+]]: tensor<4x8x16xf32>, %[[C:.+]]: tensor<4x8x16xf32>)
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// CHECK: %[[E:.+]] = tensor.empty() : tensor<4x8x16xf32>
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// CHECK: {{.*}} = linalg.elementwise
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// CHECK-SAME: kind=#linalg.elementwise_kind<select>
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// CHECK-SAME: ins(%[[A]], %[[B]], %[[C]] : tensor<4x8x16xi1>, tensor<4x8x16xf32>, tensor<4x8x16xf32>)
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// CHECK-SAME: outs(%[[E]] : tensor<4x8x16xf32>) -> tensor<4x8x16xf32>
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//
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func.func @ternary_select(%A: tensor<4x8x16xi1>, %B: tensor<4x8x16xf32>, %C: tensor<4x8x16xf32>)
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-> tensor<4x8x16xf32> {
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%empty = tensor.empty() : tensor<4x8x16xf32>
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%select = linalg.select
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ins(%A, %B, %C : tensor<4x8x16xi1>, tensor<4x8x16xf32>, tensor<4x8x16xf32>)
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outs(%empty: tensor<4x8x16xf32>) -> tensor<4x8x16xf32>
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return %select : tensor<4x8x16xf32>
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}
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