HPDS

high performance data structure tool-set for python

project structure

# hpds python package
hpds
    __init__.py
    general # data structures for general cases
    concurrent # concurrent data structures or algorithms
    wrapper # wrapper to do some tricks(memory management..)
    acclerate
    ...

# benchmark contain some routines testing operations for data structure
benchmark

prerequisites

• cuda
• cudnn

data structure hierachy

problem and benchmark

List relative problem

1.stand for Dask's central task scheduler

creates three data structures that index each other with dictionaries, lists, and sets, and then does some simple arithmetic

2.Force NumPy ndarray to take ownership of its memory in Cython