100 lines
3.9 KiB
Python
Executable file
100 lines
3.9 KiB
Python
Executable file
#!/usr/bin/env python
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import sys
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import os
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import shutil
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def cleanup_dump(dumpstr):
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cardfrags = dumpstr.split('\n\n')
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if len(cardfrags) < 4:
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return ''
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else:
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return '\n\n'.join(cardfrags[2:-1]) + '\n\n'
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def identify_checkpoints(basedir, ident):
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cp_infos = []
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for path in os.listdir(basedir):
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fullpath = os.path.join(basedir, path)
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if not os.path.isfile(fullpath):
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continue
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if not (path[:13] == 'lm_lstm_epoch' and path[-4:] == '.txt'):
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continue
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if not ident in path:
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continue
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# attempt super hacky parsing
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inner = path[13:-4]
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halves = inner.split('_')
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if not len(halves) == 2:
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continue
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parts = halves[1].split('.')
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if not len(parts) == 6:
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continue
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# lm_lstm_epoch[25.00_0.3859.t7.output.1.0].txt
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if not parts[3] == ident:
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continue
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epoch = halves[0]
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vloss = '.'.join([parts[0], parts[1]])
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temp = '.'.join([parts[4], parts[5]])
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cpname = 'lm_lstm_epoch' + epoch + '_' + vloss + '.t7'
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cp_infos += [(fullpath, os.path.join(basedir, cpname),
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(epoch, vloss, temp))]
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return cp_infos
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def process_dir(basedir, targetdir, ident, copy_cp = False, verbose = False):
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(basepath, basedirname) = os.path.split(basedir)
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if basedirname == '':
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(basepath, basedirname) = os.path.split(basepath)
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cp_infos = identify_checkpoints(basedir, ident)
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for (dpath, cpath, (epoch, vloss, temp)) in cp_infos:
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if verbose:
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print(('found dumpfile ' + dpath))
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dname = basedirname + '_epoch' + epoch + '_' + \
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vloss + '.' + ident + '.' + temp + '.txt'
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cname = basedirname + '_epoch' + epoch + '_' + vloss + '.t7'
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tdpath = os.path.join(targetdir, dname)
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tcpath = os.path.join(targetdir, cname)
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if verbose:
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print((' cpx ' + dpath + ' ' + tdpath))
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with open(dpath, 'rt') as infile:
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with open(tdpath, 'wt') as outfile:
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outfile.write(cleanup_dump(infile.read()))
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if copy_cp:
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if os.path.isfile(cpath):
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if verbose:
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print((' cp ' + cpath + ' ' + tcpath))
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shutil.copy(cpath, tcpath)
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if copy_cp and len(cp_infos) > 0:
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cmdpath = os.path.join(basedir, 'command.txt')
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tcmdpath = os.path.join(targetdir, basedirname + '.command')
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if os.path.isfile(cmdpath):
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if verbose:
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print((' cp ' + cmdpath + ' ' + tcmdpath))
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shutil.copy(cmdpath, tcmdpath)
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for path in os.listdir(basedir):
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fullpath = os.path.join(basedir, path)
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if os.path.isdir(fullpath):
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process_dir(fullpath, targetdir, ident, copy_cp=copy_cp, verbose=verbose)
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def main(basedir, targetdir, ident = 'output', copy_cp = False, verbose = False):
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process_dir(basedir, targetdir, ident, copy_cp=copy_cp, verbose=verbose)
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if __name__ == '__main__':
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import argparse
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parser = argparse.ArgumentParser()
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parser.add_argument('basedir', #nargs='?'. default=None,
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help='base rnn directory, must contain sample.lua')
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parser.add_argument('targetdir', #nargs='?', default=None,
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help='checkpoint directory, all subdirectories will be processed')
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parser.add_argument('-c', '--copy_cp', action='store_true',
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help='copy checkpoints used to generate the output files')
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parser.add_argument('-i', '--ident', action='store', default='output',
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help='identifier to look for to determine checkpoints')
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parser.add_argument('-v', '--verbose', action='store_true',
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help='verbose output')
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args = parser.parse_args()
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main(args.basedir, args.targetdir, ident=args.ident, copy_cp=args.copy_cp, verbose=args.verbose)
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exit(0)
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