yoshipon

import time

import numpy as np


def make_psd_matrix(M, T):
    tmp = np.random.randn(T, M, M) + 1j * np.random.randn(T, M, M)
    return np.einsum("tmn,tno->tmo", tmp, tmp.conj())

yoshipon

# 1. Download `aocl-linux-gcc-2.2.0_1_amd64.deb` into the same directory as this config file.
# 2. Build the container with `sudo singularity build numpy-aocl.img numpy-aocl.conf`.
# 3. Run ipython with `OMP_NUM_THREADS=64 singularity exec numpy-aocl.img ipython`.

Bootstrap: docker

From: continuumio/anaconda3

%files
    aocl-linux-gcc-2.2.0_1_amd64.deb /tmp

yoshipon

# License:
#   I hereby state this snippet is below "threshold of originality" where applicable (public domain).
#
# Otherwise, since initially posted on Stackoverflow, use as:
#   CC-BY-SA 3.0 skyking, Glenn Maynard, Axel Huebl
#   http://stackoverflow.com/a/31047259/2719194
#   http://stackoverflow.com/a/4858123/2719194

import types
import inspect

yoshipon

from benchmarks.bench_ising import IsingModel, setup
import time

if __name__ == '__main__':
    t = time.time()
    setup()
    im = IsingModel()
    print('compile', time.time()-t)
    t = time.time()
    im.time_ising()

yoshipon

yoshipon