def main():
par_factor = os.environ.get('PAR_FACTOR')
if not par_factor:
par_factor = psutil.cpu_count(logical=False)
else:
par_factor = int(par_factor)
setup_logging_console()
ctx = parse_flags()
logfile = setup_logging_logfile(ctx.log_file)
if not ctx.linedata:
log.error("--linedata_only is required since only LSTM is supported")
sys.exit(1)
log.info(f"=== Starting training for language {ctx.lang_code}")
ctx = language_specific.set_lang_specific_parameters(ctx, ctx.lang_code)
initialize_fontconfig(ctx)
phase_I_generate_image(ctx, par_factor=par_factor)
phase_UP_generate_unicharset(ctx)
if ctx.linedata:
phase_E_extract_features(ctx, ["lstm.train"],
"lstmf",
par_factor=par_factor)
make_lstmdata(ctx)
log.removeHandler(logfile)
logfile.close()
cleanup(ctx)
log.info("All done!")
return 0
def main():
setup_logging_console()
ctx = parse_flags()
setup_logging_logfile(ctx.log_file)
if not ctx.linedata:
log.error("--linedata_only is required since only LSTM is supported")
sys.exit(1)
log.info(f"=== Starting training for language {ctx.lang_code}")
ctx = language_specific.set_lang_specific_parameters(ctx, ctx.lang_code)
initialize_fontconfig(ctx)
phase_I_generate_image(ctx, par_factor=8)
phase_UP_generate_unicharset(ctx)
if ctx.linedata:
phase_E_extract_features(ctx, ["--psm", "6", "lstm.train"], "lstmf")
make_lstmdata(ctx)
cleanup(ctx)
log.info("All done!")
return 0
def main():
setup_logging_console()
ctx = parse_flags()
setup_logging_logfile(ctx.log_file)
if not ctx.linedata:
log.error("--linedata_only is required since only LSTM is supported")
sys.exit(1)
log.info(f"=== Starting training for language {ctx.lang_code}")
ctx = language_specific.set_lang_specific_parameters(ctx, ctx.lang_code)
initialize_fontconfig(ctx)
phase_I_generate_image(ctx, par_factor=8)
phase_UP_generate_unicharset(ctx)
if ctx.linedata:
phase_E_extract_features(ctx, ["--psm", "6", "lstm.train"], "lstmf")
make_lstmdata(ctx)
cleanup(ctx)
log.info("All done!")
return 0