MobileNet v1

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.

ImageNet 224

• Origin: https://github.com/mlcommons/inference/tree/master/vision/classification_and_detection
• Input:
  • size: [N, 3, 224, 224]
  • format: NCHW
• Output:
  • size: [N, 1001]
• ONNX:
  • opset: 11
  • Operators: 122 (11 types)
    • AvgPooling2D: 1
    • Clip: 27
    • Conv2D: 14
    • PaddedConv2D: 1
    • PaddedConvDepthWise2D: 13
    • Producer: 59
    • Reshape: 2
    • Shape: 1
    • Softmax: 1
    • Squeeze: 1
    • Cast: 2