Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020

DuckDB is an analytical in-process SQL database management system

What is the Network and why Network created?

All Model summary in PyTorch similar to `model.summary()` in Keras

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Residual networks implementation using Keras-1.0 functional API

Implementing ResNet from scratch in Keras

QKeras: a quantization deep learning library for Tensorflow Keras

Source code examples from the Parallel Forall Blog

95.47% on CIFAR10 with PyTorch

🖥️ An assembler and hardware simulator for the Mano Basic Computer, a 16 bit computer.

An OpenAi Gym environment for the Job Shop Scheduling problem.

Benchmarking Deep Learning operations on different hardware

Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码

Open source architecture guides, descriptions, and teaching material

BookSim 2.0