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crowded-valley---results icon crowded-valley---results

This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"

deepobs icon deepobs

DeepOBS: A Deep Learning Optimizer Benchmark Suite

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

edgenets icon edgenets

This repository contains the source code of our work on designing efficient CNNs for computer vision

espnetv2 icon espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

ganf icon ganf

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

idnns icon idnns

explore DNNs via Infomration

information-bottleneck icon information-bottleneck

a python implementation of various versions of the information bottleneck, including automated parameter searching

shrinkbench icon shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

speedplusbaseline icon speedplusbaseline

PyTorch implementations of CNNs and domain-bridging algorithms used in baseline studies of SPEED+ dataset

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