Yoshiaki Bando yoshipon

## advent_calender_2023.ipynb

      
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                yoshipon
                / advent_calender_2023.ipynb
            
            
              Created
              December 9, 2023 07:18
            
              
                局所ガウスモデルとはなんぞや？ https://zenn.dev/yoshipon/articles/22e39bd4396312
              
          
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## torch_vs_cupy.ipynb

      
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                yoshipon
                / torch_vs_cupy.ipynb
            
            
              Created
              December 30, 2022 13:07
            
              
                torch.linalg.inv
              
          
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## bench.py
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()

## noglobal.py
# 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

## numpy-aocl.conf
# 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

## bench.py
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())
	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()
	# 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
	# 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
	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())