{
  version: 3,
  operator_codes: [
    {
      deprecated_builtin_code: 114,
      version: 1,
      builtin_code: "QUANTIZE"
    },
    {
      deprecated_builtin_code: 18,
      version: 2,
      builtin_code: "MUL"
    }
  ],
  subgraphs: [
    {
      tensors: [
        {
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "UINT8",
          buffer: 1,
          name: "serving_default_placeholder_0:0",
          quantization: {
            scale: [
              0.015686
            ],
            zero_point: [
              127
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        },
        {
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "UINT8",
          buffer: 2,
          name: "serving_default_placeholder_1:0",
          quantization: {
            scale: [
              0.015685
            ],
            zero_point: [
              128
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        },
        {
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          buffer: 3,
          name: "tfl.quantize",
          quantization: {
            scale: [
              0.015686
            ],
            zero_point: [
              -1
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        },
        {
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "INT8",
          buffer: 4,
          name: "tfl.quantize1",
          quantization: {
            scale: [
              0.015685
            ],
            zero_point: [
              0
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        },
        {
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          buffer: 5,
          name: "PartitionedCall:01",
          quantization: {
            scale: [
              0.031237
            ],
            zero_point: [
              -1
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        },
        {
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "UINT8",
          buffer: 6,
          name: "PartitionedCall:0",
          quantization: {
            scale: [
              0.031237
            ],
            zero_point: [
              127
            ],
            details_type: "NONE",
            quantized_dimension: 0
          },
          is_variable: false
        }
      ],
      inputs: [
        0,
        1
      ],
      outputs: [
        5
      ],
      operators: [
        {
          opcode_index: 0,
          inputs: [
            0
          ],
          outputs: [
            2
          ],
          builtin_options_type: "NONE",
          custom_options_format: "FLEXBUFFERS"
        },
        {
          opcode_index: 0,
          inputs: [
            1
          ],
          outputs: [
            3
          ],
          builtin_options_type: "NONE",
          custom_options_format: "FLEXBUFFERS"
        },
        {
          opcode_index: 1,
          inputs: [
            2,
            3
          ],
          outputs: [
            4
          ],
          builtin_options_type: "MulOptions",
          builtin_options: {
            fused_activation_function: "NONE"
          },
          custom_options_format: "FLEXBUFFERS"
        },
        {
          opcode_index: 0,
          inputs: [
            4
          ],
          outputs: [
            5
          ],
          builtin_options_type: "NONE",
          custom_options_format: "FLEXBUFFERS"
        }
      ],
      name: "main"
    }
  ],
  description: "MLIR Converted.",
  buffers: [
    {
    },
    {
    },
    {
    },
    {
    },
    {
    },
    {
    },
    {
    },
    {
      data: [
        49,
        46,
        49,
        52,
        46,
        48,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0
      ]
    },
    {
      data: [
        12,
        0,
        0,
        0,
        8,
        0,
        14,
        0,
        8,
        0,
        4,
        0,
        8,
        0,
        0,
        0,
        16,
        0,
        0,
        0,
        40,
        0,
        0,
        0,
        0,
        0,
        6,
        0,
        8,
        0,
        4,
        0,
        6,
        0,
        0,
        0,
        4,
        0,
        0,
        0,
        1,
        0,
        0,
        0,
        235,
        3,
        0,
        0,
        0,
        0,
        10,
        0,
        16,
        0,
        12,
        0,
        8,
        0,
        4,
        0,
        10,
        0,
        0,
        0,
        3,
        0,
        0,
        0,
        2,
        0,
        0,
        0,
        4,
        0,
        0,
        0,
        6,
        0,
        0,
        0,
        50,
        46,
        49,
        50,
        46,
        48,
        0,
        0
      ]
    }
  ],
  metadata: [
    {
      name: "min_runtime_version",
      buffer: 7
    },
    {
      name: "CONVERSION_METADATA",
      buffer: 8
    }
  ],
  signature_defs: [
    {
      inputs: [
        {
          name: "placeholder_0",
          tensor_index: 0
        },
        {
          name: "placeholder_1",
          tensor_index: 1
        }
      ],
      outputs: [
        {
          name: "output_0",
          tensor_index: 5
        }
      ],
      method_name: "serving_default",
      subgraph_index: 0
    }
  ]
}