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[stablehlo][tosa] Fix for tosa dialect updates #2756

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Merged
merged 1 commit into from
Mar 24, 2025
Merged

[stablehlo][tosa] Fix for tosa dialect updates #2756

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48 changes: 24 additions & 24 deletions stablehlo/conversions/tosa/tests/binary.mlir
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Original file line number Diff line number Diff line change
Expand Up @@ -52,10 +52,10 @@ func.func @divide(%arg0 : tensor<10xi32>, %arg1 : tensor<10xi32>) -> tensor<10xi

// CHECK-LABEL: @dot_vector_vector
func.func @dot_vector_vector(%arg0 : tensor<3xf32>, %arg1 : tensor<3xf32>) -> tensor<f32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<> : tensor<0xindex>} : () -> !tosa.shape<0>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 1, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<> : tensor<0xindex>} : () -> !tosa.shape<0>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 1, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -65,10 +65,10 @@ func.func @dot_vector_vector(%arg0 : tensor<3xf32>, %arg1 : tensor<3xf32>) -> te

// CHECK-LABEL: @dot_vector_matrix
func.func @dot_vector_matrix(%arg0 : tensor<2xf32>, %arg1 : tensor<2x3xf32>) -> tensor<3xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<3> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 1, 2]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<3> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 1, 2]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -78,10 +78,10 @@ func.func @dot_vector_matrix(%arg0 : tensor<2xf32>, %arg1 : tensor<2x3xf32>) ->

// CHECK-LABEL: @dot_matrix_vector
func.func @dot_matrix_vector(%arg0 : tensor<2x3xf32>, %arg1 : tensor<3xf32>) -> tensor<2xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<2> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<2> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -91,10 +91,10 @@ func.func @dot_matrix_vector(%arg0 : tensor<2x3xf32>, %arg1 : tensor<3xf32>) ->

// CHECK-LABEL: @dot_matrix_matrix
func.func @dot_matrix_matrix(%arg0 : tensor<2x3xf32>, %arg1 : tensor<3x4xf32>) -> tensor<2x4xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<[2, 4]> : tensor<2xindex>} : () -> !tosa.shape<2>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<[2, 4]> : tensor<2xindex>} : () -> !tosa.shape<2>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 4]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 4]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -104,10 +104,10 @@ func.func @dot_matrix_matrix(%arg0 : tensor<2x3xf32>, %arg1 : tensor<3x4xf32>) -

// CHECK-LABEL: @dot_general_vector_vector
func.func @dot_general_vector_vector(%arg0: tensor<3xf32>, %arg1: tensor<3xf32>) -> tensor<f32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<> : tensor<0xindex>} : () -> !tosa.shape<0>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 1, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<> : tensor<0xindex>} : () -> !tosa.shape<0>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 1, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -117,10 +117,10 @@ func.func @dot_general_vector_vector(%arg0: tensor<3xf32>, %arg1: tensor<3xf32>)

// CHECK-LABEL: @dot_general_vector_matrix
func.func @dot_general_vector_matrix(%arg0: tensor<2xf32>, %arg1: tensor<2x3xf32>) -> tensor<3xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<3> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 1, 2]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<3> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 1, 2]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -130,10 +130,10 @@ func.func @dot_general_vector_matrix(%arg0: tensor<2xf32>, %arg1: tensor<2x3xf32

// CHECK-LABEL: @dot_general_matrix_vector
func.func @dot_general_matrix_vector(%arg0: tensor<2x3xf32>, %arg1: tensor<3xf32>) -> tensor<2xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<2> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<2> : tensor<1xindex>} : () -> !tosa.shape<1>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand All @@ -143,10 +143,10 @@ func.func @dot_general_matrix_vector(%arg0: tensor<2x3xf32>, %arg1: tensor<3xf32

// CHECK-LABEL: @dot_general_matrix_matrix
func.func @dot_general_matrix_matrix(%arg0: tensor<2x3xf32>, %arg1: tensor<3x4xf32>) -> tensor<2x4xf32> {
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {value = dense<[2, 4]> : tensor<2xindex>} : () -> !tosa.shape<2>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {value = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR0:.*]] = tosa.const_shape {values = dense<[2, 4]> : tensor<2xindex>} : () -> !tosa.shape<2>
// CHECK-DAG: %[[VAR1:.*]] = tosa.const_shape {values = dense<[1, 2, 3]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR2:.*]] = tosa.reshape %arg0, %[[VAR1]]
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {value = dense<[1, 3, 4]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR3:.*]] = tosa.const_shape {values = dense<[1, 3, 4]> : tensor<3xindex>} : () -> !tosa.shape<3>
// CHECK-DAG: %[[VAR4:.*]] = tosa.reshape %arg1, %[[VAR3]]
// CHECK-DAG: %[[VAR5:.*]] = tosa.matmul %[[VAR2]], %[[VAR4]]
// CHECK-DAG: %[[VAR6:.*]] = tosa.reshape %[[VAR5]], %[[VAR0]]
Expand Down
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