LibtorchTutorials
torchlambda
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LibtorchTutorials | torchlambda | |
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1 | 2 | |
639 | 123 | |
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0.0 | 0.0 | |
over 2 years ago | over 2 years ago | |
C++ | Python | |
Apache License 2.0 | MIT License |
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LibtorchTutorials
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C++ trainable semantic segmentation models
Visit Libtorch Tutorials Project if you want to know more about Libtorch Segment library.
torchlambda
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AWS lambda inference taking 3s even after warmup
Ok I see. Have you maximized the ram in the lambdas? Since performance scale with ram. I have been using torchlambda.
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[D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs
I don't think aws lambda has gpu support. We use torchlambda to static build the deployment. You end up with a small binary
What are some alternatives?
SegmentationCpp - A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
python-paho-mqtt-for-aws-iot - Use Python and paho client with AWS IoT for MQTT messaging
Drogon-torch-serve - Serve pytorch / torch models using Drogon
faiss-server - faiss serving :)
tensorrtx - Implementation of popular deep learning networks with TensorRT network definition API
python-lambdarest - Flask like web framework for AWS Lambda
yolo-tensorrt - TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
random-dose-of-knowledge - Using the latest Software Engineering practices to create a modern and simple app.
muzero-cpp - A C++ pytorch implementation of MuZero
cmake_min_version - Determine the minimal requirement CMake version of a project
torchRL - TorchRL is a C++ reinforcement library using PyTorch C++ backend LibTorch
jina - ☁️ Build multimodal AI applications with cloud-native stack