Top Repositories
On-device AI across mobile, embedded and edge for PyTorch
Implementation of DAC'22 paper: Hierarchical Memory-Constrained Operator Scheduling of Neural Architecture Search Networks.
Memory Optimizations for Deep Learning (ICML 2023)
Exercises for exploring the Fibertree, Timeloop and Accelergy tools
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Repositories
20On-device AI across mobile, embedded and edge for PyTorch
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Implementation of DAC'22 paper: Hierarchical Memory-Constrained Operator Scheduling of Neural Architecture Search Networks.
Memory Optimizations for Deep Learning (ICML 2023)
Exercises for exploring the Fibertree, Timeloop and Accelergy tools
Open deep learning compiler stack for cpu, gpu and specialized accelerators
A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)
View model summaries in PyTorch!
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The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.
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PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://gussmith23.github.io/glenside-web-demo/
A Mock of EGraph for Flexible Matching
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ILA of LMAC
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A Modeling and Verification Platform for SoCs using ILAs