shingjan

Inference and hardware acceleration for ML. Contributing to Apache TVM & PyTorch on stuff like model compilation, auto-tuning, and kernel optimization

@octoml Seattle

Pinned Repositories

tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Language:Python11.7k 377 3.4k3.5k
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
Language:Python25.4k 197 4.1k5.3k
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python133k 1.1k 15.8k26.5k
benchmark
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
Language:Python854 240 895275
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:Python82.7k 1.7k 45.5k22.2k
torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Language:Python1k 46 567123
Conference_Mgt_System
Conference Management System (Demo for SMARTCOMP 2014)
Language:PHP1 2 00
Distributed_Failure_Detector
Heart-beat, UDP-based failure detector for distributed systems
Language:Java1 2 00
Leyenda-SIGMOD19
A Hybrid Radix Sorting Kernel with vectorization, NUMA & page cache awareness
Language:C++2 2 00
Virtual-File-System
A Java-Based Virtual File System with basic shell commands and socket connection
Language:Java3 2 00

shingjan's Repositories

shingjan/Virtual-File-System
A Java-Based Virtual File System with basic shell commands and socket connection
Language:Java3 2 00
shingjan/Leyenda-SIGMOD19
A Hybrid Radix Sorting Kernel with vectorization, NUMA & page cache awareness
Language:C++2 2 00
shingjan/Distributed_Failure_Detector
Heart-beat, UDP-based failure detector for distributed systems
Language:Java1 2 00
shingjan/Fenqi-The-Terminal
分歧终端机(Fenqi The Terminal) - 一切皆可解决
Language:HTML1 2 00
shingjan/open-source-android-apps
Archive repo for open source android applications
Language:C1 2 00
shingjan/instantMessage
Instant Message system with RSA encryption, HTTPS and reCAPTCHA
Language:PHP0 5 00
shingjan/accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Language:Python0 0
shingjan/AggScalarReplacement
Scalar Replacement Function Pass for Aggregates in LLVM
Language:C++2 0
shingjan/android
:phone: The ownCloud Android App
Language:Java2 0
shingjan/android-docs-samples
Language:Protocol Buffer
shingjan/benchmark
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
Language:Python0 0
shingjan/BiometricAuthentication
Language:MATLAB2 0
shingjan/cmu-sphinx-android-demo
Language:Java2 0
shingjan/cmu-sphinx-demo
Language:Makefile2 0
shingjan/Crane
Crane is a distributed, fault-tolerant, stream processing system, like Apache Storm
Language:Python2 1
shingjan/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
Language:Python2 0
shingjan/DBx1000
Language:C++2 0
shingjan/levelDB
Language:C++2 0
shingjan/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Language:Python2 0
shingjan/octoml-profile
Home for OctoML PyTorch Profiler
0 0
shingjan/Play-Starter
Language:JavaScript2 0
shingjan/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
shingjan/shingjan
2 0
shingjan/shingjan.github.io
Language:Ruby1 0
shingjan/SQL-Virtual-Machine
Java-based SQL virtual machine
Language:Java
shingjan/SQL_Compiler_Scala
Language:Scala3 0
shingjan/synr
A library for syntactically rewriting Python programs, pronounced (sinner).
Language:Python1 0
shingjan/torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Language:Python1 0
shingjan/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
shingjan/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Language:Python1 0