update de-compress and scripts

data/compress.py

@@ -0,0 +1,33 @@
+# python ./data/compress.py $TORCH_HOME/ILSVRC2012/ $TORCH_HOME/ILSVRC2012-TAR
+import os, sys
+from pathlib import Path
+
+
+def command(prefix, cmd):
+  print ('{:}{:}'.format(prefix, cmd))
+  os.system(cmd)
+
+
+def main(source, destination):
+  assert source.exists(), '{:} does not exist'.format(source)
+  assert (source/'train').exists(), '{:}/train does not exist'.format(source)
+  assert (source/'val'  ).exists(), '{:}/val   does not exist'.format(source)
+  source      = source.resolve()
+  destination = destination.resolve()
+  destination.mkdir(parents=True, exist_ok=True)
+  os.system('rm -rf {:}'.format(destination))
+  destination.mkdir(parents=True, exist_ok=True)
+  (destination/'train').mkdir(parents=True, exist_ok=True)
+
+  subdirs = list( (source / 'train').glob('n*') )
+  assert len(subdirs) == 1000, 'ILSVRC2012 should contain 1000 classes instead of {:}.'.format( len(subdirs) )
+  command('', 'tar -cf {:} -C {:} val'.format(destination/'val.tar', source))
+  for idx, subdir in enumerate(subdirs):
+    name = subdir.name
+    command('{:03d}/{:03d}-th: '.format(idx, len(subdirs)), 'tar -cf {:} -C {:} {:}'.format(destination/'train'/'{:}.tar'.format(name), source / 'train', name))
+
+
+if __name__ == '__main__':
+  assert len(sys.argv) == 3, 'invalid argv : {:}'.format(sys.argv)
+  source, destination = Path(sys.argv[1]), Path(sys.argv[2])
+  main(source, destination)

data/decompress.py

@@ -0,0 +1,65 @@
+# python ./data/decompress.py $TORCH_HOME/ILSVRC2012-TAR/ ./data/data/ILSVRC2012
+import os, gc, sys
+from pathlib import Path
+import multiprocessing
+
+
+def execute(cmds, idx, num):
+  #print ('{:03d} :: {:03d} :: {:03d}'.format(idx, num, len(cmds)))
+  for i, cmd in enumerate(cmds):
+    if i % num == idx:
+      print ('{:03d} :: {:03d} :: {:03d}/{:03d} : {:}'.format(idx, num, i, len(cmds), cmd))
+      os.system(cmd)
+
+
+def command(prefix, cmd):
+  #print ('{:}{:}'.format(prefix, cmd))
+  #if execute: os.system(cmd)
+  return cmd
+
+
+def main(source, destination, num_process):
+  assert source.exists(), '{:} does not exist'.format(source)
+  assert (source/'train'  ).exists(), '{:}/train does not exist'.format(source)
+  assert (source/'val.tar').exists(), '{:}/val   does not exist'.format(source)
+  assert num_process > 0, 'invalid num_process : {:}'.format(num_process)
+  source      = source.resolve()
+  destination = destination.resolve()
+  destination.mkdir(parents=True, exist_ok=True)
+  os.system('rm -rf {:}'.format(destination))
+  destination.mkdir(parents=True, exist_ok=True)
+  (destination/'train').mkdir(parents=True, exist_ok=True)
+
+  subdirs = list( (source / 'train').glob('n*') )
+  all_commands = []
+  assert len(subdirs) == 1000, 'ILSVRC2012 should contain 1000 classes instead of {:}.'.format( len(subdirs) )
+  cmd = command('', 'tar -xf {:} -C {:}'.format(source/'val.tar', destination))
+  all_commands.append( cmd )
+  for idx, subdir in enumerate(subdirs):
+    name = subdir.name
+    cmd  = command('{:03d}/{:03d}-th: '.format(idx, len(subdirs)), 'tar -xf {:} -C {:}'.format(source/'train'/'{:}'.format(name), destination / 'train'))
+    all_commands.append( cmd )
+  #print ('Collect all commands done : {:} lines'.format( len(all_commands) ))
+
+  for i, cmd in enumerate(all_commands):
+    print(cmd)
+  #  os.system(cmd)
+  #  print ('{:03d}/{:03d} : {:}'.format(i, len(all_commands), cmd))
+  #  gc.collect()
+
+  """
+  records = []
+  for i in range(num_process):
+    process = multiprocessing.Process(target=execute, args=(all_commands, i, num_process))
+    process.start()
+    records.append(process)
+  for process in records:
+    process.join()
+  """
+
+
+if __name__ == '__main__':
+  assert len(sys.argv) == 4, 'invalid argv : {:}'.format(sys.argv)
+  source, destination = Path(sys.argv[1]), Path(sys.argv[2])
+  num_process = int(sys.argv[3])
+  main(source, destination, num_process)

scripts-cnn/train-imagenet.sh

@@ -25,7 +25,10 @@ if [ ! -f ${PY_C} ]; then
 else
   echo "Cluster Run with Python: "${PY_C}
   echo "Unzip ILSVRC2012"
-  tar xf ./hadoop-data/ILSVRC2012.tar   -C ${TORCH_HOME}
+  tar --version
+  #tar xf ./hadoop-data/ILSVRC2012.tar   -C ${TORCH_HOME}
+  ${PY_C} ./data/decompress.py ./hadoop-data/ILSVRC2012-TAR ./data/data/ILSVRC2012 5 | bash
+  echo "Unzip ILSVRC2012 done"
 fi
 
 ${PY_C} --version