model hubs serving⏱10 minutes
Get Started with Apache SINGA
Quick Summary
“A distributed deep learning library for training large-scale machine learning models.”
Best for: Organizations needing scalable deep learning solutions
Time to first integration: 10 minutes
📋Prerequisites
- ✓Node.js 18+ installed
- ✓A Apache SINGA account — sign up here
- ✓An existing project (Next.js, React, or Node.js recommended)
Setup Steps
3 steps1
1
Install Apache SINGA
Download and install Apache SINGA from the official repository.
bash
git clone https://github.com/apache/singa.git2
2
Build the source code
Compile the source code using CMake.
bash
cmake . && make3
3
Set up Python environment
Install the Python interface for Apache SINGA.
bash
pip install singaCommon Gotchas
Watch out for these issues in your first week.
Compilation errors on certain platforms
Fix: Ensure all dependencies are installed and compatible with your system.
Difficulty in configuring distributed training
Fix: Refer to the official documentation for examples and configuration guidelines.