frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json

{
  version: {
    _major: 0,
    _minor: 50,
    _patch: 0,
    _draft: false
  },
  blocks: [
    {
      name: "main",
      operators: [
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: 128,
            output_zp: 0,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: false,
            per_channel: false
          },
          inputs: [
            "TosaInput_1"
          ],
          outputs: [
            "layer_0"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: 127,
            output_zp: -1,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: false,
            per_channel: false
          },
          inputs: [
            "TosaInput_0"
          ],
          outputs: [
            "layer_1"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: -1,
            output_zp: -1,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: true,
            per_channel: false
          },
          inputs: [
            "layer_1"
          ],
          outputs: [
            "layer_2"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: 0,
            output_zp: 0,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: true,
            per_channel: false
          },
          inputs: [
            "layer_0"
          ],
          outputs: [
            "layer_3"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: -1,
            output_zp: 0,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: false,
            per_channel: false
          },
          inputs: [
            "layer_2"
          ],
          outputs: [
            "layer_4"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: 0,
            output_zp: 0,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: false,
            per_channel: false
          },
          inputs: [
            "layer_3"
          ],
          outputs: [
            "layer_5"
          ]
        },
        {
          op: "MUL",
          attribute_type: "MulAttribute",
          attribute: {
            shift: 0
          },
          inputs: [
            "layer_4",
            "layer_5"
          ],
          outputs: [
            "layer_6"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: 0,
            output_zp: -1,
            multiplier: [
              1082504064
            ],
            shift: [
              37
            ],
            scale32: true,
            double_round: true,
            per_channel: false
          },
          inputs: [
            "layer_6"
          ],
          outputs: [
            "layer_7"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: -1,
            output_zp: -1,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: true,
            per_channel: false
          },
          inputs: [
            "layer_7"
          ],
          outputs: [
            "layer_8"
          ]
        },
        {
          op: "RESCALE",
          attribute_type: "RescaleAttribute",
          attribute: {
            input_zp: -1,
            output_zp: 127,
            multiplier: [
              1073741824
            ],
            shift: [
              30
            ],
            scale32: true,
            double_round: false,
            per_channel: false
          },
          inputs: [
            "layer_8"
          ],
          outputs: [
            "TosaOutput_0"
          ]
        }
      ],
      tensors: [
        {
          name: "TosaInput_0",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "UINT8",
          data: [

          ]
        },
        {
          name: "TosaInput_1",
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "UINT8",
          data: [

          ]
        },
        {
          name: "TosaOutput_0",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "UINT8",
          data: [

          ]
        },
        {
          name: "layer_0",
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "INT8",
          data: [

          ]
        },
        {
          name: "layer_1",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          data: [

          ]
        },
        {
          name: "layer_2",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          data: [

          ]
        },
        {
          name: "layer_3",
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "INT8",
          data: [

          ]
        },
        {
          name: "layer_4",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT32",
          data: [

          ]
        },
        {
          name: "layer_5",
          shape: [
            1,
            4,
            1,
            19
          ],
          type: "INT32",
          data: [

          ]
        },
        {
          name: "layer_6",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT32",
          data: [

          ]
        },
        {
          name: "layer_7",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          data: [

          ]
        },
        {
          name: "layer_8",
          shape: [
            1,
            4,
            8,
            19
          ],
          type: "INT8",
          data: [

          ]
        }
      ],
      inputs: [
        "TosaInput_0",
        "TosaInput_1"
      ],
      outputs: [
        "TosaOutput_0"
      ]
    }
  ]
}