apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch (by NVIDIA)
python-lambda
A toolkit for developing and deploying serverless Python code in AWS Lambda. (by nficano)
| apex | python-lambda | |
|---|---|---|
| 6 | - | |
| 8,779 | 1,508 | |
| 0.4% | 0.0% | |
| 7.7 | 0.0 | |
| 12 days ago | about 2 years ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | ISC License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
apex
Posts with mentions or reviews of apex.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-10-25.
-
Exploring the Exciting Possibilities of NVIDIA Megatron LM: A Fun and Friendly Code Walkthrough with PyTorch & NVIDIA Apex!
# Install necessary dependencies sudo apt update sudo apt install python3-pip # Install PyTorch with GPU support pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113 # Clone Megatron LM repository git clone https://github.com/NVIDIA/Megatron-LM.git cd Megatron-LM # Install Megatron LM dependencies pip3 install -r requirements.txt # Install NVIDIA Apex for mixed-precision training git clone https://github.com/NVIDIA/apex cd apex pip3 install -v --disable-pip-version-check --no-cache-dir ./
- Nvidia 2:4 Sparsity
-
[P] Composer: a new PyTorch library to train models ~2-4x faster with better algorithms
I have been using their ASP package (ASP) and I have found it working well though as you said I would like to see support during the training phase as well
- Nvidia APEX on Colab
- AMPD Announces ‘Machine Learning Cloud’ Initiative Built Around AMD Instinct (TM) MI100 accelerators - the World’s Fastest HPC GPU for Scientific Research
python-lambda
Posts with mentions or reviews of python-lambda.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning python-lambda yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
When comparing apex and python-lambda you can also consider the following projects:
composer - Supercharge Your Model Training
Zappa - Serverless Python
Previous Serverless Version 0.5.x - ⚡ Serverless Framework – Effortlessly build apps that auto-scale, incur zero costs when idle, and require minimal maintenance using AWS Lambda and other managed cloud services.
apex
drover - Drover is a command-line utility for deploying Python packages to Lambda functions.