DEKHTIARJonathan

import caffe
import numpy as np
import sys

if len(sys.argv) != 3:
print "Usage: python convert_protomean.py proto.mean out.npy"
sys.exit()

blob = caffe.proto.caffe_pb2.BlobProto()
data = open( sys.argv[1] , 'rb' ).read()

DEKHTIARJonathan

cd repository
git checkout --orphan orphan_name
git rm -rf .
rm '.gitignore'
echo "#Title of Readme" > README.md
git add README.md
git commit -a -m "Initial Commit"
git push origin orphan_name

DEKHTIARJonathan

from tensorflow.python.framework import ops

def get_placeholders(graph):
    """Get placeholders of a graph.
    For example:
    ```python
    a = tf.placeholder(dtype=tf.float32, shape=[2, 2], name='a')
    a = tf.placeholder(dtype=tf.int32, shape=[3, 2], name='b')
    # would give [<tf.Tensor 'a:0' shape=(2, 2) dtype=float32>,
    # <tf.Tensor 'b:0' shape=(3, 2) dtype=int32>]

DEKHTIARJonathan

import matplotlib
import matplotlib.cm

import tensorflow as tf

def colorize(value, vmin=None, vmax=None, cmap=None):
    """
    A utility function for TensorFlow that maps a grayscale image to a matplotlib
    colormap for use with TensorBoard image summaries.

DEKHTIARJonathan

from IPython.display import HTML

javascript = """
<script type="text/Javascript">
    var saveBTN = document.getElementById("save_checkpoint");
    saveBTN.click();
</script>
"""

HTML(javascript)

DEKHTIARJonathan

Issue Solving with Skype due to: https://github.com/Nummer/Destroy-Windows-10-Spying

157.55.235.0-157.55.235.255_Block
157.55.56.0-157.55.56.255_Block
64.4.23.0-64.4.23.255_Block
65.55.223.0-65.55.223.255_Block

or use this commands (admin rights necessary):
netsh advfirewall firewall delete rule name="157.55.235.0-157.55.235.255_Block"
netsh advfirewall firewall delete rule name="157.55.56.0-157.55.56.255_Block"

DEKHTIARJonathan

from IPython.display import HTML

javascript = """
<script type="text/Javascript">
    var saveBTN = document.getElementById("save_checkpoint");
    saveBTN.click();
</script>
"""

HTML(javascript)

DEKHTIARJonathan

Usage

(Create a symlink pytest for py.test)

pytest [options] [file_or_dir] [file_or_dir] ...

Help:

DEKHTIARJonathan

import inspect
import time
import wrapt

import pprint

def get_caller(skip=2):
    try:
        stack = inspect.stack()

DEKHTIARJonathan

# command to launch the script:
python tensorflow_test.py

# command to watch `nvidia-smi`
watch -n 0.3 nvidia-smi