| { |
| version: { |
| _major: 0, |
| _minor: 60, |
| _patch: 0, |
| _draft: false |
| }, |
| regions: [ |
| { |
| name: "main", |
| blocks: [ |
| { |
| name: "main", |
| operators: [ |
| { |
| 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_0" |
| ] |
| }, |
| { |
| 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_0" |
| ], |
| outputs: [ |
| "layer_1" |
| ] |
| }, |
| { |
| op: "MAX_POOL2D", |
| attribute_type: "PoolAttribute", |
| attribute: { |
| pad: [ |
| 0, |
| 0, |
| 0, |
| 0 |
| ], |
| kernel: [ |
| 2, |
| 2 |
| ], |
| stride: [ |
| 2, |
| 2 |
| ], |
| input_zp: 0, |
| output_zp: 0, |
| accum_dtype: "INT32" |
| }, |
| inputs: [ |
| "layer_1" |
| ], |
| outputs: [ |
| "layer_2" |
| ] |
| }, |
| { |
| 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_2" |
| ], |
| outputs: [ |
| "layer_3" |
| ] |
| }, |
| { |
| 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_3" |
| ], |
| outputs: [ |
| "TosaOutput_0" |
| ] |
| } |
| ], |
| tensors: [ |
| { |
| name: "TosaInput_0", |
| shape: [ |
| 1, |
| 4, |
| 4, |
| 4 |
| ], |
| type: "UINT8", |
| data: [ |
| |
| ] |
| }, |
| { |
| name: "TosaOutput_0", |
| shape: [ |
| 1, |
| 2, |
| 2, |
| 4 |
| ], |
| type: "UINT8", |
| data: [ |
| |
| ] |
| }, |
| { |
| name: "layer_0", |
| shape: [ |
| 1, |
| 4, |
| 4, |
| 4 |
| ], |
| type: "INT8", |
| data: [ |
| |
| ] |
| }, |
| { |
| name: "layer_1", |
| shape: [ |
| 1, |
| 4, |
| 4, |
| 4 |
| ], |
| type: "INT8", |
| data: [ |
| |
| ] |
| }, |
| { |
| name: "layer_2", |
| shape: [ |
| 1, |
| 2, |
| 2, |
| 4 |
| ], |
| type: "INT8", |
| data: [ |
| |
| ] |
| }, |
| { |
| name: "layer_3", |
| shape: [ |
| 1, |
| 2, |
| 2, |
| 4 |
| ], |
| type: "INT8", |
| data: [ |
| |
| ] |
| } |
| ], |
| inputs: [ |
| "TosaInput_0" |
| ], |
| outputs: [ |
| "TosaOutput_0" |
| ] |
| } |
| ] |
| } |
| ] |
| } |