xuhdev

for epoch in range(1):  # loop over the dataset multiple times
    running_loss = 0.0
    for i, data in enumerate(train_loader, 0):
        # get the inputs; data is a list of [inputs, labels]
        inputs, labels = data
        # zero the parameter gradients
        optimizer.zero_grad()
        # forward
        outputs = net(inputs)
        loss = criterion(outputs, labels)

xuhdev


TensorIterator.h,6009
namespace at {at
58,1889
struct DimCounter {DimCounter
60,1905
  IntArrayRef shape;shape
67,2097
  Range range;range
68,2118
  DimVector values;values
69,2133
  int64_t offset;offset
70,2153
struct CAFFE2_API OperandInfo {OperandInfo
73,2175
  using StrideVector = SmallVector<int64_t, 6>;StrideVector
74,2207

xuhdev

# Author: Hong Xu. This file is under CC0.

def pip_install_with_confirmation(packages):
    """Run ``pip install`` with a confirmation only if some packages are missing. This is useful to put in the beginning of
    a Jupyter notebook.

    Args:

        packages (dict): Each key is the name of a package to be installed. Each value is a sequence of size 3. The
        first two elements are the ``package`` and ``name`` parameter of ``importlib.import_module()``, respectively.

xuhdev

watchmedo shell-command \
    --patterns='*.pdf' \
    --ignore-directories \
    --recursive \
    --command 'git commit -a -m "U" && git push'

xuhdev

#!/usr/bin/python3

# This file is licensed under CC0 <https://creativecommons.org/publicdomain/zero/1.0/legalcode>

# https://www.topbug.net/blog/2016/12/13/send-git-patches-with-gui-email-clients/

import sys
import webbrowser

try:

xuhdev

$include /etc/inputrc
"\C-p":history-search-backward
"\C-n":history-search-forward

set colored-stats On
set completion-ignore-case On
set completion-prefix-display-length 3
set mark-symlinked-directories On
set show-all-if-ambiguous On
set show-all-if-unmodified On

xuhdev

#!/bin/sh

# Configure Emacs build options.

./autogen.sh
mkdir build && cd build
# Replace `--with-pgtk` with `--with-cairo` if building for X11.
CFLAGS='-march=native -O3' ../configure \
    --with-modules \
    --with-xwidgets \

xuhdev

#!/bin/bash

# Usage:
#   grepl [OPTIONS] [GREP-OPTIONS] PATTERN FILE

help() {
  cat <<EOF
Usage: grepl [OPTIONS] [GREP-OPTIONS] PATTERN FILE

Options:

xuhdev

#!/usr/bin/python3
#
# Convert a DIMACS graph to its complement graph.
#
# Usage:
#
#  to-complement.py < in-dimacs > out-dimacs

import sys

xuhdev

#!/bin/bash

# Generate an editorconfig file from a gitignore file. Usage:
#
#      /path/to/gen-editorconfig-from-gitignore.sh < .gitignore >> .editorconfig

while read line
do
    if [[ -z $line ]]
    then