yongwww

MLSys engineer at OctoAI (formerly OctoML)

OctoAISeattle, WA

Pinned Repositories

tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Language:Python11.4k 381 3.3k3.4k
mlc-llm
Universal LLM Deployment Engine with ML Compilation
Language:Python17.7k 167 1.2k1.4k
relax
Language:Python194 28 11559
AdversarialSpeech
Fooling neural based speech recognition systems.
Language:Jupyter Notebook00
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
Language:Java0 1 00
aws-tf-examples
Language:Python0 4 00
benchmark-mirror
Language:Python0 2 00
ci
Repository which handles configuration of TVM CI infrastructure.
Language:Python00
Cirq
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
Language:Python00
kaggle_Microsoft_Malware
Language:Jupyter Notebook20

yongwww's Repositories

yongwww/angel
A Flexible and Powerful Parameter Server for large-scale machine learning
Language:Java0 1 00
yongwww/ci
Repository which handles configuration of TVM CI infrastructure.
Language:Python00
yongwww/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Language:Python0 2 00
yongwww/cutlass
CUDA Templates for Linear Algebra Subroutines
Language:C++0 0 00
yongwww/DeepLearningExamples
Deep Learning Examples
Language:C++0 1 00
yongwww/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Language:Python0 2 00
yongwww/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
yongwww/docs
TensorFlow documentation
Language:Jupyter Notebook1 0
yongwww/gluon-tutorials-zh
《动手学深度学习》
Language:Python
yongwww/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
yongwww/Halide
a language for fast, portable data-parallel computation
yongwww/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language:Python0 0
yongwww/kubeedge
Kubernetes Native Edge Computing Framework (project under CNCF)
Language:Go2 0
yongwww/llm.c
LLM training in simple, raw C/CUDA
yongwww/mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
Language:Python
yongwww/mlir
"Multi-Level Intermediate Representation" Compiler Infrastructure
Language:C++2 0
yongwww/onnx-mlir
Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
Language:C++1 0
yongwww/package
Language:Shell0 0
yongwww/pyrobot
PyRobot: An Open Source Robotics Research Platform
Language:Python
yongwww/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:C++
yongwww/relax
Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.
Language:Python
yongwww/rust
Empowering everyone to build reliable and efficient software.
yongwww/serve
Model Serving on PyTorch
Language:Java1 0
yongwww/stablehlo
Backward compatible ML compute opset inspired by HLO/MHLO
Language:MLIR0 0
yongwww/tensorflow
Computation using data flow graphs for scalable machine learning
Language:C++
yongwww/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
yongwww/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Language:Python
yongwww/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
yongwww/web-data
The repo to host all the web data including images for documents in dmlc projects.
Language:Jupyter Notebook
yongwww/web-llm
Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.