Tensorflow Error : Failed to get convolution algorithm

Tensorflow Error

tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.

Solution

• shell

  export CUDA_VISIBLE_DEVICES=0

• for tf 2

  import os
  
  os.environ['TF_FORCE_GPU_ALLOW_GROWTH'] = 'true'

• for tensorflow-gpu v1.8

  from tensorflow.compat.v1 import ConfigProto
  from tensorflow.compat.v1 import InteractiveSession
  
  config = ConfigProto()
  config.gpu_options.allow_growth = True
  session = InteractiveSession(config=config)

face recognizer

GObject(GTK3+) with Python on Mac

Language performance test

Lower value shows better performance

• C
  

  #include <stdio.h>
  
  int fib(int n) {
      if(n == 1) return 0;
      if(n == 2) return 1;
      return fib(n - 2) + fib(n - 1);
  }
  
  int main() {
      int i = 0;
      for(i = 1; i <= 40; i++) {
          printf("%d %d\n", i, fib(i));
      }
      printf("\nC\n");
      return 0;
  }
  

• Java
  

  public class Fib {
   
      public static int calc(int n) {
          if(n <= 1) return 0;
          if(n == 2) return 1;
          return Fib.calc(n - 2) + Fib.calc(n - 1);
      }
      public static void main(String[] args) {
          for(int i = 1; i <= 40; i++) {
              System.out.println(i + " " + Fib.calc(i));
          }
          System.out.println("\nJAVA");
      }
   
  }
  

• JavaScript
  

  #!/usr/bin/env node
  
  let range = Array.from({length: 40}, (x, i) => i+1);
  let fib = n => n === 1 ? 0 : n === 2 ? 1 : fib(n - 2) + fib(n - 1);
  
  range.forEach( i => console.log(i, fib(i)) );
  console.log("\nJavaScript");
  

• PHP
  

  #!/usr/bin/env php
  <?php
  function fib(int $n) {
      if ($n === 1) return 0;
      if ($n === 2) return 1;
      return fib($n - 2) + fib($n - 1);
  }
  
  foreach (range(1, 40) as $i) {
      echo $i, ' ', fib($i), PHP_EOL;
  }
  echo "\nPHP\n";
  

• Python
  

  #!/usr/bin/env python
  
  def fib(n):
    if n == 1:
      return 0
    elif n == 2:
      return 1
    return fib(n - 2) + fib(n - 1)
  
  if __name__ == "__main__":
    for i in range(1, 40 + 1):
      print(i, fib(i))
    print("\nPYTHON")
  

• Ruby
  

  #!/usr/bin/env ruby
  
  def fib(n)
    return 0 if n == 1
    return 1 if n == 2
    return fib(n - 2) + fib(n - 1)
  end
  
  (1..40).each do |i|
    puts "#{i.to_s} #{fib(i).to_s}"
  end
  puts "\nRUBY"
  

PIP upgrade all, python package

$ for package in `pip list --outdated | cut -d ' ' -f 1`
> do
> pip install --upgrade $package
> done