Hengyue (Henry) Liu liuhengyue

## pytorch_zero_weights_experiment.py
from collections import OrderedDict
import timeit
import torch
import torch.nn as nn

# a simple network

modules = OrderedDict()
n_conv = 10
n_linear = 2

## plot_confusion_matrix.png

      
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                liuhengyue
                / plot_confusion_matrix.png
            
            
              Created
              December 5, 2018 09:29
                — forked from hitvoice/plot_confusion_matrix.png
            
              
                 Generate matrix plot for confusion matrix with pretty annotations.
              
          
## useful_tools
nbdime - diff/merge jupyter notebook

## comparision_tf_and_np_where.py
"""
Comparision of tf.where and np.where
"""

import tensorflow as tf
import numpy as np


X_batch = np.eye(5, dtype='bool')
X_batch[1,1] =False

## useful_linux_commands
nvtop - gpu top
ncdu - check disk usage
systemctl restart NetworkManager.service - restart network
### merge several pdfs
gs -dBATCH -dNOPAUSE -q -sDEVICE=pdfwrite -dAutoRotatePages=/None -sOutputFile=finished.pdf
Soln06018.pdf Soln06046.pdf Soln06054.pdf Soln06060.pdf

## set_cuda_device.py
import os
os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID"
os.environ["CUDA_VISIBLE_DEVICES"] = ""

## disp_multiple_images.py
import matplotlib.pyplot as plt
import numpy as np

def show_images(images, cols = 1, titles = None):
    """Display a list of images in a single figure with matplotlib.

    Parameters
    ---------
    images: List of np.arrays compatible with plt.imshow.


## CUBLAS_STATUS_NOT_INITIALIZED
sudo rm -rf ~/.nv/
https://devtalk.nvidia.com/default/topic/1007071/cuda-setup-and-installation/cuda-error-when-running-matrixmulcublas-sample-ubuntu-16-04/post/5169223/
	from collections import OrderedDict
	import timeit
	import torch
	import torch.nn as nn

	# a simple network

	modules = OrderedDict()
	n_conv = 10
	n_linear = 2
	"""
	Comparision of tf.where and np.where
	"""

	import tensorflow as tf
	import numpy as np


	X_batch = np.eye(5, dtype='bool')
	X_batch[1,1] =False
	nvtop - gpu top
	ncdu - check disk usage
	systemctl restart NetworkManager.service - restart network
	### merge several pdfs
	gs -dBATCH -dNOPAUSE -q -sDEVICE=pdfwrite -dAutoRotatePages=/None -sOutputFile=finished.pdf
	Soln06018.pdf Soln06046.pdf Soln06054.pdf Soln06060.pdf
	import os
	os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID"
	os.environ["CUDA_VISIBLE_DEVICES"] = ""
	import matplotlib.pyplot as plt
	import numpy as np

	def show_images(images, cols = 1, titles = None):
	"""Display a list of images in a single figure with matplotlib.

	Parameters
	---------
	images: List of np.arrays compatible with plt.imshow.
	sudo rm -rf ~/.nv/
	https://devtalk.nvidia.com/default/topic/1007071/cuda-setup-and-installation/cuda-error-when-running-matrixmulcublas-sample-ubuntu-16-04/post/5169223/