| // RUN: flatbuffer_translate -mlir-to-tflite-flatbuffer %s -o - | flatbuffer_translate --tflite-flatbuffer-to-mlir - -o - | FileCheck %s |
| // Check a few basic properties of the import-export, |
| // including constants retaining their shape |
| // and the module including the TFLite version. |
| |
| func @main(tensor<3x2xi32>) -> tensor<3x2xi32> { |
| ^bb0(%arg0: tensor<3x2xi32>): |
| // CHECK: module attributes {tfl.description = "MLIR Converted.", tfl.schema_version = 3 : i32} |
| |
| // CHECK: %{{.*}} = "tfl.pseudo_const"() {value = dense<{{\[\[1, 2\], \[3, 4\], \[5, 6\]\]}}> : tensor<3x2xi32>} |
| // CHECK-NEXT: [[SUB:%.*]] = tfl.sub %{{.*}}, %{{.*}} {fused_activation_function = "RELU6"} : tensor<3x2xi32> |
| // CHECK-NEXT: [[SCALAR:%.*]] = "tfl.pseudo_const"() {value = dense<10> : tensor<i32>} : () -> tensor<i32> |
| // CHECK-NEXT: [[ADD:%.*]] = tfl.add([[SCALAR]], [[SUB]]) {fused_activation_function = "NONE"} : (tensor<i32>, tensor<3x2xi32>) -> tensor<3x2xi32> |
| // CHECK-NEXT: return [[ADD]] : tensor<3x2xi32> |
| |
| %0 = "tfl.pseudo_const" () {value = dense<[[1, 2], [3, 4], [5, 6]]> : tensor<3x2xi32>} : () -> tensor<3x2xi32> loc("Const") |
| %1 = "tfl.sub" (%arg0, %0) {fused_activation_function = "RELU6"} : (tensor<3x2xi32>, tensor<3x2xi32>) -> tensor<3x2xi32> loc("sub") |
| %2 = "arith.constant" () {value = dense<10> : tensor<i32>} : () -> tensor<i32> loc("Const2") |
| %3 = "tfl.add" (%2, %1) {fused_activation_function = "NONE"} : (tensor<i32>, tensor<3x2xi32>) -> tensor<3x2xi32> loc("add") |
| func.return %3 : tensor<3x2xi32> |
| } |
