denguir

How to install CUDA / cuDNN / TensorRT on Ubuntu

Install NVIDIA drivers

Update & upgrade

sudo apt update && sudo apt upgrade

Remove previous NVIDIA installation

weiaicunzai

from __future__ import print_function, absolute_import

__all__ = ['accuracy']

def accuracy(output, target, topk=(1,)):
    """Computes the precision@k for the specified values of k"""
    maxk = max(topk)
    batch_size = target.size(0)

    _, pred = output.topk(maxk, 1, True, True)

savsgio

## File: ~/.bashrc
## Your virtualenv is in /home/.virtualenvs/

# Auto-activate python virtualenv
if [ ! -z $PYTHONVIRTUALENV ]; then
  source /home/.virtualenvs/$PYTHONVIRTUALENV/bin/activate
fi


## File: .vscode/settings.json

codehacken

# Create a function to reshape a ndarray using a sliding window.
# NOTE: The function uses numpy's internat as_strided function because looping in python is slow in comparison.

# Adopted from http://www.rigtorp.se/2011/01/01/rolling-statistics-numpy.html
import numpy as np

# Reshape a numpy array 'a' of shape (n, x) to form shape((n - window_size), window_size, x))
def rolling_window(a, window, step_size):
    shape = a.shape[:-1] + (a.shape[-1] - window + 1 - step_size + 1, window)
    strides = a.strides + (a.strides[-1] * step_size,)

iamtekeste

Download Google Drive files with WGET

Example Google Drive download link:

https://docs.google.com/open?id=[ID]
To download the file with WGET you need to use this link:

https://googledrive.com/host/[ID]

Example WGET command: