Please note that certain modules can only run on specific GPU types. This will be displayed in a message upon loading the module.
Certain software applications may also able to take advantage of the advanced capabilities provided by the NVIDIA DGX BasePOD™.
   
 
  
    
      
      
      
      
      
      
        | Module | 
        Category | 
        Description | 
      
    
    
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
          
            
              
              
                
              
            
          
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | alphafold | 
              
              bio gpu | 
              Open source code for AlphaFold
 | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | amber | 
              
              chem gpu | 
              Amber (originally Assisted Model Building with Energy Refinement) is software for performing
 molecular dynamics and structure prediction. | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | cellpose | 
              
              bio gpu | 
              a generalist algorithm for cellular segmentation | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | clara-parabricks | 
              
              bio gpu | 
              NVIDIA Parabricks is the only GPU-accelerated computational genomics toolkit that delivers fast and accurate analysis for sequencing centers, clinical teams, genomics researchers, and next-generation sequencing instrument developers.
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                | cryosparc | 
              
              data gpu | 
              CryoSPARC is a state of the art scientific software platform for cryo-electron microscopy (cryo-EM) used in research and drug discovery pipelines.
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                | deeplabcut | 
              
              bio gpu | 
              DeepLabCut is a toolbox for markerless pose estimation of animals performing various tasks.
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                | gpumd | 
              
              chem gpu | 
              GPUMD stands for Graphics Processing Units Molecular Dynamics. It is a general-purpose molecular dynamics (MD) code fully implemented on graphics processing units (GPUs). | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
          
            
              
              
                
              
            
          
        
          
            
          
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | gromacs | 
              
              chem gpu | 
              GROMACS is a versatile package to perform molecular dynamics,
 i.e. simulate the Newtonian equations of motion for systems with hundreds to millions of particles. | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | isaacgym | 
              
              data gpu | 
              NVIDIA’s physics simulation environment for reinforcement learning research.
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                | lammps_allegro | 
              
              chem gpu | 
              Custom LAMMPS-Allegro module for Paolucci group | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | libtorch | 
              
              data gpu | 
              A binary distribution of all headers, libraries and CMake configuration files required to depend on PyTorch. | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | mumax3 | 
              
              tools gpu | 
              GPU accelerated micromagnetic simulator. | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | openmm | 
              
              chem gpu | 
              OpenMM is a toolkit for molecular simulation using high performance GPU code.
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                | pytorch | 
              
              data gpu | 
              PyTorch is a deep learning framework that puts Python first. It provides Tensors and Dynamic neural networks in Python with strong GPU acceleration.
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                | quantumespresso | 
              
              chem gpu | 
              Quantum ESPRESSO  is an integrated suite of computer codes
for electronic-structure calculations and materials modeling at the nanoscale.
It is based on density-functional theory, plane waves, and pseudopotentials
(both norm-conserving and ultrasoft).
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                | rapidsai | 
              
              data gpu | 
              The RAPIDS suite of open source software libraries and APIs gives you the ability to execute end-to-end data science and analytics pipelines entirely on GPUs. Licensed under Apache 2.0, RAPIDS is incubated by NVIDIA based on extensive hardware and data science science experience. RAPIDS utilizes NVIDIA CUDA primitives for low-level compute optimization, and exposes GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces.
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                | relion | 
              
              bio gpu | 
              RELION (for REgularised LIkelihood OptimisatioN, pronounce rely-on) is a stand-alone computer
 program that employs an empirical Bayesian approach to refinement of (multiple) 3D reconstructions or 2D class
 averages in electron cryo-microscopy (cryo-EM). | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
              
              
                
              
            
          
        
        
          
          
            
            
            
              
                | tensorflow | 
              
              data gpu | 
              TensorFlow is an open-source software library for Machine Intelligence.
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                | yambo | 
              
              phys gpu | 
              YAMBO implements Many-Body Perturbation Theory (MBPT) methods (such as GW and BSE) and Time-Dependent Density Functional Theory (TDDFT), which allows for accurate prediction of fundamental properties as band gaps of semiconductors, band alignments, defect quasi-particle energies, optics and out-of-equilibrium properties of materials. | 
            
          
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
          
            
          
        
        
      
        
        
        
        
        
          
            
          
        
          
            
          
        
        
      
    
  
   
  
   | 
  
   userinfo
 
  
   amber, deep-learning, hpc, lmod, machine-learning, reinforcement-learning, rivanna, software