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tidy3d.plugins.adjoint.web.run_async

tidy3d.plugins.adjoint.web.run_async#

class run_async[source]#

Bases:

Submits a set of JaxSimulation objects to server, starts running, monitors progress, downloads, and loads results as a tuple of JaxSimulationData objects.

Parameters:

  • simulations (Tuple[JaxSimulation, …]) – Collection of JaxSimulations to run asynchronously.

  • folder_name (str = "default") – Name of folder to store each task on web UI.

  • path_dir (str) – Base directory where data will be downloaded, by default current working directory.

  • callback_url (str = None) – Http PUT url to receive simulation finish event. The body content is a json file with fields {'id', 'status', 'name', 'workUnit', 'solverVersion'}.

  • verbose (bool = True) – If True, will print progressbars and status, otherwise, will run silently.

  • num_workers (int = None) – Number of tasks to submit at once in a batch, if None, will run all at the same time.

Note

This is an experimental feature and may not work on all systems or configurations. For more details, see https://realpython.com/async-io-python/.

Returns:

Contains the JaxSimulationData of each JaxSimulation.

Return type:

Tuple[JaxSimulationData, …]

bwd(path_dir, callback_url, verbose, num_workers, res, batch_data_vjp)#

Run backward pass and return simulation storing vjp of the objective w.r.t. the sim.

fun(folder_name='default', path_dir='.', callback_url=None, verbose=True, num_workers=None)#

Submits a set of JaxSimulation objects to server, starts running, monitors progress, downloads, and loads results as a tuple of JaxSimulationData objects.

Parameters:

  • simulations (Tuple[JaxSimulation, …]) – Collection of JaxSimulations to run asynchronously.

  • folder_name (str = "default") – Name of folder to store each task on web UI.

  • path_dir (str) – Base directory where data will be downloaded, by default current working directory.

  • callback_url (str = None) – Http PUT url to receive simulation finish event. The body content is a json file with fields {'id', 'status', 'name', 'workUnit', 'solverVersion'}.

  • verbose (bool = True) – If True, will print progressbars and status, otherwise, will run silently.

  • num_workers (int = None) – Number of tasks to submit at once in a batch, if None, will run all at the same time.

Note

This is an experimental feature and may not work on all systems or configurations. For more details, see https://realpython.com/async-io-python/.

Returns:

Contains the JaxSimulationData of each JaxSimulation.

Return type:

Tuple[JaxSimulationData, …]

fwd(folder_name, path_dir, callback_url, verbose, num_workers)#

Run forward pass and stash extra objects for the backwards pass.

nondiff_argnums = (1, 2, 3, 4, 5)#
symbolic_zeros = False#