taxonomy.yaml

# Copyright 2023 Lawrence Livermore National Security, LLC and other
# Benchpark Project Developers. See the top-level COPYRIGHT file for details.
#
# SPDX-License-Identifier: Apache-2.0
benchpark-tags:
  application-domain:
  - asc # Advanced Simulation and Computing
  - astrophysics
  - automotive
  - bioinformatics
  - biology
  - cfd # computational fluid dynamics
  - chemistry
  - climate
  - combustion
  - computer-vision
  - cosmology
  - cryptography
  - dft # density functional theory
  - electromagnetics
  - engineering
  - finance
  - fusion
  - geoscience
  - hep
  - hydrodynamics
  - material-science
  - medical
  - molecular-dynamics
  - nuclear
  - physics
  - polymers
  - qcd
  - robotics
  - seismic
  - solarphysics
  - synthetic
  - thermodynamics
  benchmark-scale:
  - large-scale
  - multi-node
  - single-node
  - strong-scaling
  - sub-node
  - weak-scaling
  communication:
  - mpi
  - nccl
  - nvsmem
  - openshmem
  - rccl
  - shmem
  - upc
  - upc++
  communication-performance-characteristics:
  - network-bandwidth-bound
  - network-bisection-bandwidth-bound
  - network-collectives
  - network-latency-bound
  - network-multi-threaded
  - network-nonblocking-collectives
  - network-onesided
  - network-point-to-point
  compute-performance-characteristics:
  - atomics
  - high-branching
  - high-fp
  - i-o
  - low-precision
  - mixed-precision
  - register-pressure
  - pipeline-parallelism
  - simd
  - tensor
  - vectorization
  math-libraries:
  - blas
  - cublas
  - hypre
  - lapack
  - mfem
  - pytorch
  - qphix
  - quda
  - rocblas
  - rocsolver
  - tpetra
  memory-access-characteristics:
  - high-memory-bandwidth
  - irregular-memory-access
  - large-memory-footprint
  - managed-memory
  - regular-memory-access
  mesh-representation:
  - amr
  - block-structured-grid
  - meshfree
  - multigrid
  - structured-grid
  - unstructured-grid
  method-type:
  - ai # AI, ML, DL
  - ai-inference
  - ai-training
  - ale # arbitrary lagrangian-eulerian
  - compression
  - conjugate-gradient
  - dense-linear-algebra
  - deterministic
  - direct-solve
  - eulerian
  - explicit-differentiation
  - explicit-timestepping
  - fft # fast fourier transform
  - finite-difference
  - finite-element
  - finite-volume
  - full-assembly
  - gpt # generative pre-trained transformer
  - graph
  - graph-traversal
  - high-order
  - hydrodynamics
  - implicit-differentiation
  - implicit-timestepping
  - lagrangian
  - lbm
  - llm # large language model
  - low-order
  - math
  - montecarlo
  - nbody
  - no-method
  - ode # ordinary differential equations
  - partial-assembly
  - particles
  - pde
  - rng
  - signal-processing
  - solver
  - sorting
  - sparse-linear-algebra
  - spatial-discretization
  - sph # smoothed particle hydrodynamics
  - task-parallelism
  - tft # temporal fusion transformer
  - time-dependent
  - transformer
  - transport
  - workflow
  programming-language:
  - c
  - c++
  - fortran
  - java
  - julia
  - python
  - rust
  programming-model:
  - charm++
  - cuda
  - dpc++
  - futhark
  - hip
  - kokkos
  - oneapi
  - openacc
  - opencl
  - openmp
  - openmp-target
  - pstl
  - raja
  - rocm
  - sycl
  - tbb
  - thrust