nndeploy/nndeploy
Apr 2026 – Apr 2026
1 Month active
Languages Used
C++Python
Technical Skills
API developmentC++ developmentC++ programmingMachine learning frameworksNeural network implementationNumPy
Edwardssss
PROFILE
Edwardssss
During April 2026, work focused on expanding feature support and test coverage in the nndeploy/nndeploy repository. Two new activation functions, SiLU and SwiGLU, were implemented with CPU backend support and exposed through the Python API, enhancing the framework’s compatibility with PyTorch models. The development process involved C++ and Python, leveraging machine learning frameworks and neural network implementation skills. Comprehensive unit tests were created using NumPy and PyTorch to ensure functional parity and reliability. No major bugs were addressed during this period, as efforts centered on increasing deployment capabilities and facilitating smoother model porting for users of the framework.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
6Total
Bugs
0
Commits
6
Features
2
Lines of code
439
Activity Months1
Your Network
24 peopleWork History
April 2026
6 Commits • 2 Features
Apr 1, 2026March/April 2026 monthly summary for nndeploy/nndeploy focusing on feature expansion and test coverage. Delivered two activation function integrations with CPU backends and Python APIs, plus associated unit tests validating behavior against PyTorch. No major bugs fixed this period; main value came from increased deployment capability and model compatibility.
6 Commits • 2 Features
Apr 1, 2026March/April 2026 monthly summary for nndeploy/nndeploy focusing on feature expansion and test coverage. Delivered two activation function integrations with CPU backends and Python APIs, plus associated unit tests validating behavior against PyTorch. No major bugs fixed this period; main value came from increased deployment capability and model compatibility.
April 2026
Activity
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Quality Metrics
Correctness96.8%
Maintainability90.0%
Architecture93.4%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
API developmentC++ developmentC++ programmingMachine learning frameworksNeural network implementationNumPyPyTorchPythonPython programmingalgorithm implementationmachine learningneural networksnumpyunit testing
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