Resnet8

• Origin: https://github.com/mlcommons/tiny/blob/master/benchmark/training/image_classification/

Model

• ONNX attributes:
  • opset : 13
  • Operators: 45 (10 types)
    • Add: 3
    • Conv2D: 2
    • PaddedConv2D: 7
    • Producer: 21
    • ReLU: 7
    • AveragePooling: 1
    • Transpose: 1
    • Reshape: 1
    • FC: 1
    • Softmax: 1

Aidge support

Note: We tested this network for the following features. If you encounter any error please open an issue. Features not tested in CI may not be functional.

CIFAR10

• Input:
  • size: [N, 3, 32, 32]
  • format : NCHW
• Output
  • size: [N, 10]