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Commit 40c33115 authored by Bing Gong's avatar Bing Gong
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Update README.md

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## Table of Contents ## Table of Contents
- [Introduction to AMBS](#Introduction to AMBS) - [AMBS](#ambs)
- [Prerequisites](#Prerequisites) * [Prerequisites](#prerequisites)
- [Download Data](##Download Data) * [Installation](#installation)
- [ERA5 data](##ERA5 Data) * [Set-up environment on Jülich's HPC systems or other computing systems](#set-up-environment-on-j-lich-s-hpc-systems-or-other-computing-systems)
- [Climitology data](##Climitology Data) * [Run the workflow](#run-the-workflow)
- [Run workflow on Jülich Supercomputer](##Run workflow) + [Preparation](#preparation)
- [Installation](##Installation) + [Create specific runscripts](#create-specific-runscripts)
- [Set up virtual environment](##Set up virtual environment) + [Running the workflow substeps](#running-the-workflow-substeps)
- [Create specific runscripts](## Create specific runscripts) * [Running the training in NVIDIA's TF1.15 singularity containers](#running-the-training-in-nvidia-s-tf115-singularity-containers)
- [Running the workflow](### Run the workflow) * [Output folder structure and naming convention](#output-folder-structure-and-naming-convention)
- [Benchmark deep learning architecture](##Benchmark deep learning architecture) * [Benchmarking architectures:](#benchmarking-architectures-)
- [Authors](##Authors) * [Contact](#contact)
## Introduction to AMBS ## AMBS
**A**tmopsheric **M**achine learning **B**enchmarking **S**ystem (AMBS) **A**tmopsheric **M**achine learning **B**enchmarking **S**ystem (AMBS)
aims to provide state-of-the-art video prediction methods applied to the meteorological domain. aims to provide state-of-the-art video prediction methods applied to the meteorological domain.
In the scope of the current application, the hourly evolution of the 2m temperature In the scope of the current application, the hourly evolution of the 2m temperature
...@@ -28,7 +30,7 @@ The project is currently developed by Bing Gong, Michael Langguth, Amirpasha Moz ...@@ -28,7 +30,7 @@ The project is currently developed by Bing Gong, Michael Langguth, Amirpasha Moz
Former code developers are Scarlet Stadtler and Severin Hussmann. Former code developers are Scarlet Stadtler and Severin Hussmann.
## Prerequisites ### Prerequisites
- Linux or macOS - Linux or macOS
- Python 3 - Python 3
- CPU or NVIDIA GPU + CUDA CuDNN - CPU or NVIDIA GPU + CUDA CuDNN
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