Bowen Bao (BowenBao)

BowenBao

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Company:Microsoft

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Bowen Bao's repositories

ghstack

Submit stacked diffs to GitHub on the command line

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benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

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ControlNet

Let us control diffusion models!

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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HRNet-Image-Classification

Train the HRNet model on ImageNet

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jschema-to-python

Generate source code for a set of Python classes from a JSON schema.

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llama

Inference code for LLaMA models

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mlagility

Machine Learning Agility (MLAgility) benchmark and benchmarking tools

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onnx

Open Neural Network Exchange

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onnx-docker

Dockerfiles and scripts for ONNX container images

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onnx-mlir

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

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onnx-script

ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python. ⚠️ ONNX Script is in very early and active development and is not ready for production.

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onnxmltools

ONNXMLTools enables conversion of models to ONNX

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onnxruntime

ONNX Runtime

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optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch-pretrained-BERT

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

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pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

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rfcs

PyTorch RFCs (experimental)

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sarif-vscode-extension

SARIF Microsoft Visual Studio Code extension

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sklearn-onnx

Convert scikit-learn models and pipelines to ONNX

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tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

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triton

Development repository for the Triton language and compiler

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tvm

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

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UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

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UGATIT-pytorch

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

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vision

Datasets, Transforms and Models specific to Computer Vision

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