# -*- coding: utf-8 -*- """ This python module implements helpers for IPython / Jupyter and CUDA Copyright (C) 2018 SINTEF ICT This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see . """ import logging from IPython.core.magic import line_magic, Magics, magics_class import pycuda.driver as cuda @magics_class class CudaContextHandler(Magics): @line_magic def cuda_context_handler(self, context_name): self.logger = logging.getLogger(__name__) self.logger.debug("Registering %s as a global context", context_name) if context_name in self.shell.user_ns.keys(): self.logger.debug("Context already registered! Ignoring") return else: self.logger.debug("Creating context") self.shell.ex(context_name + " = Common.CudaContext(verbose=True, blocking=False)") # this function will be called on exceptions in any cell def custom_exc(shell, etype, evalue, tb, tb_offset=None): self.logger.exception("Exception caught: Resetting to CUDA context %s", context_name) while (cuda.Context.get_current() != None): context = cuda.Context.get_current() self.logger.info("Popping <%s>", str(context.handle)) cuda.Context.pop() if context_name in self.shell.user_ns.keys(): self.logger.info("Pushing <%s>", str(self.shell.user_ns[context_name].cuda_context.handle)) self.shell.ex(context_name + ".cuda_context.push()") else: self.logger.error("No CUDA context called %s found (something is wrong)", context_name) self.logger.error("CUDA will not work now") # still show the error within the notebook, don't just swallow it shell.showtraceback((etype, evalue, tb), tb_offset=tb_offset) # this registers a custom exception handler for the whole current notebook get_ipython().set_custom_exc((Exception,), custom_exc) # Handle CUDA context when exiting python import atexit def exitfunc(): self.logger.info("Exitfunc: Resetting CUDA context stack") while (cuda.Context.get_current() != None): context = cuda.Context.get_current() self.logger.info("`-> Popping <%s>", str(context.handle)) cuda.Context.pop() atexit.register(exitfunc) logger = logging.getLogger(__name__) logger.info("Registering automatic CUDA context handling") logger.debug("(use %cuda_context_handler my_context to create a context called my_context") ip = get_ipython() ip.register_magics(CudaContextHandler)