dojoteef

'''
Memory profiling utilities
'''
import gc
import inspect
import linecache
import os.path
import sys
import time
import threading

MInner

import datetime
import linecache
import os

import pynvml3
import torch

print_tensor_sizes = True
last_tensor_sizes = set()
gpu_profile_fn = f'{datetime.datetime.now():%d-%b-%y-%H:%M:%S}-gpu_mem_prof.txt'

norouzi

import scipy.misc as misc
import numpy as np

len_target = 20
v = 60  # Vocabulary size
T = .9  # Temperature
max_edits = len_target

x = np.zeros(max_edits)
for n_edits in range(max_edits):

alrojo

from tensorflow.python.ops import tensor_array_ops
from tensorflow.python.framework import dtypes
from tensorflow.python.ops import array_ops
from tensorflow.python.ops import control_flow_ops
from tensorflow.python.ops import math_ops
from tensorflow.python.ops import variable_scope as vs
from tensorflow.python.ops import rnn
from tensorflow.python.ops import nn
from tensorflow.python.ops import init_ops

acamino

Shortcut — Action

• CTRL + A — Move to the beginning of the line
• CTRL + E — Move to the end of the line
• CTRL + [left arrow] — Move one word backward (on some systems this is ALT + B)
• CTRL + [right arrow] — Move one word forward (on some systems this is ALT + F)
• CTRL + U — (bash) Clear the characters on the line before the current cursor position
• CTRL + U —(zsh) If you're using the zsh, this will clear the entire line
• CTRL + K — Clear the characters on the line after the current cursor position
• ESC + [backspace] — Delete the word in front of the cursor

gist:7d9a56b18a514adf125c

import theano
import theano.tensor as T
import numpy as np
import time

use_scan = True # change this to use the unrolled expression

m = 2**10 # batch size
n = 2**12 # number of hidden units per layer
depth = 8

Deathmonster

import theano
import theano.tensor as T
import numpy
import numpy.random as rng
import math


class LSTMLayer: 

    def __init__(self, inputSize, controllerSize, memorySize, outputSize, initialScale, useReluReadGate = True):

evolvedmicrobe

using System;
using System.Threading;
using System.Threading.Tasks;
using System.Collections.Generic;
using System.Collections.Concurrent;


namespace YourNamespace
{
        // Represent a chunk partitioner

MohamedAlaa

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

reuben-sutton

/* 
 * Object in scala for calculating cosine similarity
 * Reuben Sutton - 2012
 * More information: http://en.wikipedia.org/wiki/Cosine_similarity
 */

object CosineSimilarity {
  
  /*
   * This method takes 2 equal length arrays of integers