UofT-EcoSystem

CSCD70

CSCD70 Compiler Optimization

Minuet

[EuroSys'24] Minuet: Accelerating 3D Sparse Convolutions on GPUs

DietCode

DietCode Code Release

rlscope

RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads

hfta

Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion

hotline

BPPSA-open

The (open-source part of) code to reproduce "BPPSA: Scaling Back-propagation by Parallel Scan Algorithm".

Tempo

Memory footprint reduction for transformer models

Grape-MICRO56-Artifact

This repository contains the source code for Grape.

GPU-Virtualization-Benchmarks

MXNet-GPU_Memory_Profiler

Benchmarking using MXNet GPU Memory Profiler

MoIL

MoIL: Enabling Efficient Incremental Training on Edge Devices

skyline

🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

algorithmic-efficiency

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

cache-trace

A collection of Twitter's anonymized production cache traces.

eco_ldap

habitat-cu116

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rlscope_agents

Fork of https://github.com/tensorflow/agents with RL-Scope annotations added.

rlscope_mlperf_training

Fork of https://github.com/mlperf/training with RL-Scope annotations added.

rlscope_ReAgent

Fork of https://github.com/facebookresearch/ReAgent with RL-Scope annotations added.

rlscope_rl-baselines-zoo

Fork of https://github.com/araffin/rl-baselines-zoo with RL-Scope annotations added.

rlscope_stable-baselines

Fork of https://github.com/hill-a/stable-baselines with RL-Scope annotations added.

Sylva

TensorComprehensions

A domain specific language to express machine learning workloads.

tensorflow

An Open Source Machine Learning Framework for Everyone

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators