UofT-EcoSystem

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45 repositories

Minuet
Public
[EuroSys'24] Minuet: Accelerating 3D Sparse Convolutions on GPUs
Cuda
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Apache License 2.0
•3•70•3•0•Updated Jun 7, 2024Jun 7, 2024
hfta
Public
Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
deep-learning neural-network gpu pytorch tpu machine-learning hardware-utilization
Python
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MIT License
•11•32•6•1•Updated May 15, 2024May 15, 2024
Sylva
Public
0•0•0•0•Updated Apr 19, 2024Apr 19, 2024
Grape-MICRO56-Artifact
Public
This repository contains the source code for Grape.
cuda pytorch cuda-graph
Python
•1•6•0•0•Updated Sep 15, 2023Sep 15, 2023
hotline
Public
Python
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Apache License 2.0
•2•31•3•0•Updated Jun 6, 2023Jun 6, 2023
algorithmic-efficiency
Public
Python
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Other
•68•0•0•0•Updated May 29, 2023May 29, 2023
TensorComprehensions
Public
A domain specific language to express machine learning workloads.
C++
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Apache License 2.0
•211•0•0•1•Updated Apr 28, 2023Apr 28, 2023
CSCD70
Public
CSCD70 Compiler Optimization
compiler llvm uoft compiler-optimization compiler-optimization-pass cscd70
C++
•61•239•0•0•Updated Apr 17, 2023Apr 17, 2023
Tempo
Public
Memory footprint reduction for transformer models
Python
•2•11•0•0•Updated Jan 24, 2023Jan 24, 2023
MXNet-GPU_Memory_Profiler
Public
Benchmarking using MXNet GPU Memory Profiler
mxnet gpu-memory-profiler
Python
•2•3•1•1•Updated Nov 19, 2022Nov 19, 2022
tvm
Public
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Python
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Apache License 2.0
•3.5k•0•0•0•Updated Aug 26, 2022Aug 26, 2022
habitat-cu116
Public
Python
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Apache License 2.0
•1•0•1•0•Updated Aug 25, 2022Aug 25, 2022
apex
Public
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Python
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BSD 3-Clause "New" or "Revised" License
•1.4k•0•0•0•Updated Aug 19, 2022Aug 19, 2022
GPU-Virtualization-Benchmarks
Public
HTML
•1•5•0•0•Updated Aug 15, 2022Aug 15, 2022
DietCode
Public
DietCode Code Release
tvm machine-learning-compiler auto-scheduler
Cuda
•9•61•0•0•Updated Jul 21, 2022Jul 21, 2022
skyline
Public archive
🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.
machine-learning deep-neural-networks deep-learning neural-network
Python
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Apache License 2.0
•0•2•0•0•Updated May 18, 2022May 18, 2022
tensorflow
Public
An Open Source Machine Learning Framework for Everyone
C++
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Apache License 2.0
•74k•0•0•0•Updated May 17, 2022May 17, 2022
incubator-mxnet
Public
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
mxnet
C++
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Apache License 2.0
•6.8k•0•0•0•Updated May 17, 2022May 17, 2022
cache-trace
Public
A collection of Twitter's anonymized production cache traces.
Shell
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Creative Commons Attribution 4.0 International
•34•0•0•0•Updated Dec 13, 2021Dec 13, 2021
brax
Public
Massively parallel rigidbody physics simulation on accelerator hardware.
Jupyter Notebook
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Apache License 2.0
•254•0•0•0•Updated Nov 17, 2021Nov 17, 2021
BPPSA-open
Public
The (open-source part of) code to reproduce "BPPSA: Scaling Back-propagation by Parallel Scan Algorithm".
Python
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MIT License
•1•13•0•0•Updated Jun 7, 2021Jun 7, 2021
MoIL
Public
MoIL: Enabling Efficient Incremental Training on Edge Devices
Apache License 2.0
•0•2•0•0•Updated May 1, 2021May 1, 2021
rlscope
Public
RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads
cpu reinforcement-learning profiler gpu cuda nvidia
Python
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Apache License 2.0
•1•42•1•0•Updated Apr 7, 2021Apr 7, 2021
pytorch
Public
Tensors and Dynamic neural networks in Python with strong GPU acceleration
C++
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Other
•23k•0•0•0•Updated Apr 7, 2021Apr 7, 2021
rlscope_stable-baselines
Public
Fork of https://github.com/hill-a/stable-baselines with RL-Scope annotations added.
Python
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MIT License
•0•0•0•0•Updated Feb 4, 2021Feb 4, 2021
rlscope_rl-baselines-zoo
Public
Fork of https://github.com/araffin/rl-baselines-zoo with RL-Scope annotations added.
Python
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MIT License
•0•0•0•0•Updated Feb 4, 2021Feb 4, 2021
rlscope_ReAgent
Public
Fork of https://github.com/facebookresearch/ReAgent with RL-Scope annotations added.
Python
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Feb 4, 2021Feb 4, 2021
rlscope_agents
Public
Fork of https://github.com/tensorflow/agents with RL-Scope annotations added.
Python
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Apache License 2.0
•0•0•0•0•Updated Feb 4, 2021Feb 4, 2021
rlscope_mlperf_training
Public
Fork of https://github.com/mlperf/training with RL-Scope annotations added.
Python
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Apache License 2.0
•0•0•0•0•Updated Jan 26, 2021Jan 26, 2021
eco_ldap
Public
Shell
•1•0•0•0•Updated Jan 2, 2021Jan 2, 2021