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Hey, guys 👋

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  • 📫 My name：趙之赫 (Pronouns: Jee Ho), you can also call me Kyrie
  • 💬 I’m a PhD student@CUHK. I am working on efficient DNN, system for AI and DNN compiler
  • 👯 Currently, I’m looking to collaborate on Compiling Knowledge Reuse across Heterogeneous Devices, Carbon-friendly DNN Compiler for Mobile/Edge and Quantum Computing for MLSys.
  • 🔭 If you are interested, welcome to contact me [email protected]
  • 🌱 Funfact: StrongBob refers to ≈ Sponge Bob Square Pants

Kyrie-Zhao

Kyrie's GitHub stats

StrongBob's Projects

oneflow icon oneflow

OneFlow is a performance-centered and open-source deep learning framework.

pcc_geo_cnn icon pcc_geo_cnn

Learning Convolutional Transforms for Point Cloud Geometry Compression

person-reid_gan icon person-reid_gan

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

pipeswitch icon pipeswitch

PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications

programl icon programl

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

pytorch-examples icon pytorch-examples

train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

quantum icon quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

rlgraph icon rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

sage icon sage

For calculating global feature importance using Shapley values.

smutilization-pt icon smutilization-pt

SW technique using Persistent Threads and SM Partitioning to enhance gpu resource utilization

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

taso icon taso

The Tensor Algebra SuperOptimizer for Deep Learning

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