pilhoon

def is_sq(a):
    for i in range(2,50):
        if i*i==a:
            return True
        if i*i>a:
            return False
    assert False

def append_next(cur_arr, max_n):
    if len(cur_arr)==max_n: #gotit

pilhoon

import numpy as np
import time
import sys
import itertools        


connections = [[0,1,0,1,1,1,0,1,0],
               [1,0,1,1,1,1,1,0,1],
               [0,1,0,1,1,1,0,1,0],
               [1,1,1,0,1,0,1,1,1],

pilhoon

#!/usr/bin/bash
set -e
echo "PID     GPU        MEM  USER          TTY STAT  START    TIME  COMMAND"; 
join -1 3 -2 1 <( nvidia-smi | grep -A100 PID | sed -n '3,$p' | grep -v -- ------- | awk '{print $2,$6,$3}'  | sort -k3,3 ) <( LC_ALL=C ps aux | awk '{print $2,$1,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20}' | sort -k1,1 ) | sort -k 2,2 | while read -r LINE ; do
    printf "%-7s%2s%13s  %-10s%7s%5s%7s%8s  %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s\n" $LINE
        done | awk '{print $0; gsub("MiB","",$3); u[$2]+=$3}END{print "\nGPU      MEM    USAGE";for(i=0;i<8;i++){printf "%2s %7s MiB  %.1f%%\n",i,u[i],u[i]/244.78}}' | cut -b1-`tput cols`
echo

pilhoon

#!/usr/bin/bash

echo "PID     GPU        MEM  USER          TTY STAT  START    TIME  COMMAND"
join -1 3 -2 1 <( nvidia-smi | grep -A100 PID | sed -n '3,$p' | grep -v -- ------- | awk '{print $2,$6,$3}'  | sort -k3,3 ) <( LC_ALL=C ps aux | awk '{print $2,$1,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20}' | sort -k1,1 ) | sort -k 2,2 | while read -r LINE ; do
    printf "%-7s%2s%13s  %-10s%7s%5s%7s%8s  %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s\n" $LINE
    done | awk '{print $0; gsub("MiB","",$3); u[$2]+=$3}END{print "GPU      MEM    USAGE";for(i=0;i<8;i++){printf "%2s %7s MiB  %.1f%%\n",i,u[i],u[i]/244.78}}' | cut -b1-`tput cols`

pilhoon

#!/Users/ph/anaconda2/bin/python
# Suppose, 
# ls pdf_folder/
# cover.pdf   even174.pdf even352.pdf odd1.pdf    odd175.pdf
# # number is starting page, `even*` is in reverse order, `odd*` is in right order.
# # cover.pdf includes 3 pages, 1,2 are front pages and 3 is last cover.

from PyPDF2 import PdfFileReader, PdfFileWriter
import glob
import os

pilhoon

% test data generation
snr = 7;
xy = [awgn(repmat(1, 100, 1), snr) awgn(repmat(2, 100, 1), snr);
      awgn(repmat(3, 100, 1), snr) awgn(repmat(4, 100, 1), snr)];
S = squareform(pdist(xy)); % distance matrix
S = -S + max(S(:))+9;
S(logical(eye(200))) = 0;

% affinity propagation
% http://www.psi.toronto.edu/affinitypropagation/FreyDueckScience07.pdf