andrewssobral

import os
import multiprocessing

import torch
import torch.nn.functional as F
import torchmetrics
import pytorch_lightning as pl

from argparse import ArgumentParser
from torch import nn

andrewssobral

"""
Created on Sat Sep 28 00:47:38 2019
@author: Kenan Kilictepe (Entegral / www.entegral.com.tr)
"""

import numba
from numba import cuda
import numpy as np
from pdb import set_trace

andrewssobral

'''Trains a simple convnet on the MNIST dataset.

Gets to 99.25% test accuracy after 12 epochs
(there is still a lot of margin for parameter tuning).
16 seconds per epoch on a GRID K520 GPU.
'''

import keras
from keras.datasets import mnist
from keras.models import Sequential

andrewssobral

/*
	Check SSE/AVX support.
	This application can detect the instruction support of
	SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2, SSE4a, SSE5, and AVX.
	grep avx /proc/cpuinfo
	g++ ssecheck.cpp -o ssecheck
*/

#include <iostream>
#ifdef _MSC_VER

andrewssobral

import torch

print(torch.cuda.current_device())
# 0

print(torch.cuda.device(0))
# <torch.cuda.device at 0x...>

print(torch.cuda.device_count())
# 1

andrewssobral

import tensorflow as tf
import numpy as np
import time

from tensorflow.contrib.rnn import BasicLSTMCell

# https://github.com/tensorflow/tensorflow/issues/24828
try:
    from tensorflow.compat.v1 import ConfigProto
    from tensorflow.compat.v1 import InteractiveSession

andrewssobral

import os, json, shutil

import keras
from keras.callbacks import TensorBoard
from keras.datasets import cifar10
from keras.preprocessing.image import ImageDataGenerator
from keras.models import Sequential
from keras.layers import Dense, Dropout, Activation, Flatten
from keras.layers import Conv2D, MaxPooling2D

andrewssobral

netsh wlan show profiles
netsh wlan show profile name=profilename key=clear

andrewssobral

#!/bin/sh

# MacOS Mojave

brew install qemu

export QEMU=$(which qemu-system-arm)
export TMP_DIR=~/tmp/qemu-rpi
export RPI_KERNEL=${TMP_DIR}/kernel-qemu-4.14.79-stretch
export RPI_FS=${TMP_DIR}/2018-11-13-raspbian-stretch-lite.img

andrewssobral

#!/bin/bash

sudo kextunload -b com.apple.iokit.BroadcomBluetoothHostControllerUSBTransport
sudo kextload -b com.apple.iokit.BroadcomBluetoothHostControllerUSBTransport