}

func.func @matmul_batchv3_unknown_dim_bf16(%arg0: tensor<?x4x5xbf16>, %arg1: tensor<5x6xf32>) -> tensor<?x4x6xbf16> {
  %0 = "tf.Cast"(%arg0) : (tensor<?x4x5xbf16>) -> tensor<?x4x5xf32>
  %1 = "tf.BatchMatMulV3"(%0, %arg1) {Ta = "tfdtype$DT_FLOAT", Tb = "tfdtype$DT_FLOAT", device = "/device:CPU:0", name = "MatMul", adj_x = false, adj_y = false} :

// CHECK-LABEL: func @testValidMatrixBandPartOp
func.func @testValidMatrixBandPartOp(%arg0: tensor<64x64xbf16>, %arg1: tensor<i64>, %arg2: tensor<i64>) -> tensor<64x64xbf16> {
  %0 = "tf.MatrixBandPart"(%arg0, %arg1, %arg2) : (tensor<64x64xbf16>, tensor<i64>, tensor<i64>) -> tensor<64x64xbf16>
  func.return %0 : tensor<64x64xbf16>
}

// -----

// Test valid tf.MatrixBandPart