diff --git a/mlir/test/Dialect/Quant/quant_region.mlir b/mlir/test/Dialect/Quant/quant_region.mlir --- a/mlir/test/Dialect/Quant/quant_region.mlir +++ b/mlir/test/Dialect/Quant/quant_region.mlir @@ -70,6 +70,36 @@ // ----- +func.func @unmatched_quantize(%arg0: tensor<4xf32>, %arg1: tensor<4xf32>, %arg2: tensor<4xf32>) -> (tensor<4xf32>) { + // @expected-error @+1 {{'quant.region' op has incompatible specification !quant.uniform and output type 'tensor<4xf32>'}} + %0 = "quant.region"(%arg0, %arg1, %arg2) ({ + ^bb0(%10: tensor<4xf32>, %11: tensor<4xf32>, %12: tensor<4xf32>): + %13 = "foo"(%10, %11) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %14 = "bar"(%13, %12) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + "quant.return"(%14) : (tensor<4xf32>) -> () + }) {input_specs = [!quant.uniform, !quant.uniform, !quant.uniform], + output_specs = [!quant.uniform], logical_kernel = "xyz"} + : (tensor<4xf32>, tensor<4xf32>, tensor<4xf32>) -> (tensor<4xf32>) + return %0 : tensor<4xf32> +} + +// ----- + +func.func @unmatched_primitive(%arg0: tensor<4xf32>, %arg1: tensor<4xf32>, %arg2: tensor<4xf32>) -> (tensor<4xf32>) { + // @expected-error @+1 {{'quant.region' op has incompatible specification i32 and output type 'tensor<4xf32>'}} + %0 = "quant.region"(%arg0, %arg1, %arg2) ({ + ^bb0(%10: tensor<4xf32>, %11: tensor<4xf32>, %12: tensor<4xf32>): + %13 = "foo"(%10, %11) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + %14 = "bar"(%13, %12) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32> + "quant.return"(%14) : (tensor<4xf32>) -> () + }) {input_specs = [!quant.uniform, !quant.uniform, !quant.uniform], + output_specs = [i32], logical_kernel = "xyz"} + : (tensor<4xf32>, tensor<4xf32>, tensor<4xf32>) -> (tensor<4xf32>) + return %0 : tensor<4xf32> +} + +// ----- + func.func @unmatched_number(%arg0: tensor<4xf32>, %arg1: tensor<4xf32>, %arg2: tensor<4xf32>) -> (tensor<4xf32>) { // @expected-error @+1 {{'quant.region' op has unmatched operands/results number and spec attributes number}} %0 = "quant.region"(%arg0, %arg1, %arg2) ({