This release is a pre-release and may not be stable for production use.
Edge MDT Custom Layers (EdgeMDT CL)
Edge MDT Custom Layers (EdgeMDT CL) is an open-source project implementing detection post process NN layers not supported by the TensorFlow Keras API or Torch's torch.nn for the easy integration of those layers into pretrained models.
Table of Contents
Getting Started
This section provides an installation and a quick starting guide.
Installation
To install the latest stable release of SCL, run the following command:
pip install edge-mdt-cl
By default, no framework dependencies are installed. To install SCL including the latest tested dependencies (up to patch version) for TensorFlow:
pip install edge-mdt-cl[tf]
To install SCL including the latest tested dependencies (up to patch version) for PyTorch/ONNX/OnnxRuntime:
pip install edge-mdt-cl[torch]
Supported Versions
TensorFlow
| Tested FW versions | Tested Python version | Serialization |
|---|---|---|
| 2.14 | 3.9-3.11 | .keras |
| 2.15 | 3.9-3.11 | .keras |
PyTorch
| Tested FW versions | Tested Python version | Serialization |
|---|---|---|
| torch 2.3-2.6 torchvision 0.18-0.21 onnxruntime 1.15-1.21 onnxruntime_extensions 0.8-0.13 onnx 1.14-1.17 |
3.9-3.12 | .onnx (via torch.onnx.export) |
API
For edge-mdt-cl API see https://sonysemiconductorsolutions.github.io/aitrios-edge-mdt-cl
TensorFlow API
For TensorFlow layers see KerasAPI
To load a model with custom layers in TensorFlow, see custom_layers_scope
PyTorch API
For PyTorch layers see PyTorchAPI
No special handling is required for torch.onnx.export and onnx.load.
For OnnxRuntime support see load_custom_ops
License
2 maintainers
Metadata
2 maintainers
Release files for edge-mdt-cl-dev 1.1.0.dev2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| edge_mdt_cl_dev-1.1.0.dev2-py3-none-any.whl | Python 3 | none | any | Details |
Release files / edge_mdt_cl_dev-1.1.0.dev2-py3-none-any.whl
| Download URL | edge_mdt_cl_dev-1.1.0.dev2-py3-none-any.whl |
|---|---|
| Size | 45.2 kB |
| Tags | Python 3 |
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