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diff --git a/Docs/source/usage/parameters.rst b/Docs/source/usage/parameters.rst
index 84add7daa..21f7e7db4 100644
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+++ b/Docs/source/usage/parameters.rst
@@ -955,11 +955,6 @@ Particle initialization
lead to memory issues if not periodically cleared. To clear the buffer
call ``warpx_clearParticleBoundaryBuffer()``.
-* ``<species>.do_back_transformed_diagnostics`` (`0` or `1` optional, default `1`)
- Only used when ``warpx.do_back_transformed_diagnostics=1``. When running in a
- boosted frame, whether or not to plot back-transformed diagnostics for
- this species.
-
* ``<species>.do_field_ionization`` (`0` or `1`) optional (default `0`)
Do field ionization for this species (using the ADK theory).
@@ -2182,81 +2177,6 @@ BackTransformed Diagnostics (with support for Plotfile/openPMD output)
value for buffer size and use slices to reduce the memory footprint and maintain
optimum I/O performance.
-Back-Transformed Diagnostics (legacy output)
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-``BackTransformedDiagnostics`` are used when running a simulation in a boosted frame, to reconstruct output data to the lab frame
-
-* ``warpx.do_back_transformed_diagnostics`` (`0` or `1`)
- Whether to use the **back-transformed diagnostics** (i.e. diagnostics that
- perform on-the-fly conversion to the laboratory frame, when running
- boosted-frame simulations)
-
-* ``warpx.lab_data_directory`` (`string`)
- The directory in which to save the lab frame data when using the
- **back-transformed diagnostics**. If not specified, the default is
- is `lab_frame_data`.
-
-* ``warpx.num_snapshots_lab`` (`integer`)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1``.
- The number of lab-frame snapshots that will be written.
-
-* ``warpx.dt_snapshots_lab`` (`float`, in seconds)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1``.
- The time interval inbetween the lab-frame snapshots (where this
- time interval is expressed in the laboratory frame).
-
-* ``warpx.dz_snapshots_lab`` (`float`, in meters)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1``.
- Distance between the lab-frame snapshots (expressed in the laboratory
- frame). ``dt_snapshots_lab`` is then computed by
- ``dt_snapshots_lab = dz_snapshots_lab/c``. Either `dt_snapshots_lab`
- or `dz_snapshot_lab` is required.
-
-* ``warpx.do_back_transformed_fields`` (`0 or 1`)
- Whether to use the **back-transformed diagnostics** for the fields.
-
-* ``warpx.back_transformed_diag_fields`` (space-separated list of `string`)
- Which fields to dumped in back-transformed diagnostics. Choices are
- 'Ex', 'Ey', Ez', 'Bx', 'By', Bz', 'jx', 'jy', jz' and 'rho'. Example:
- ``warpx.back_transformed_diag_fields = Ex Ez By``. By default, all fields
- are dumped.
-
-* ``warpx.buffer_size`` (`integer`)
- The default size of the back transformed diagnostic buffers used to generate lab-frame
- data is 256. That is, when the multifab with lab-frame data has 256 z-slices,
- the data will be flushed out. However, if many lab-frame snapshots are required for
- diagnostics and visualization, the GPU may run out of memory with many large boxes with
- a size of 256 in the z-direction. This input parameter can then be used to set a
- smaller buffer-size, preferably multiples of 8, such that, a large number of
- lab-frame snapshot data can be generated without running out of gpu memory.
- The downside to using a small buffer size, is that the I/O time may increase due
- to frequent flushes of the lab-frame data. The other option is to keep the default
- value for buffer size and use slices to reduce the memory footprint and maintain
- optimum I/O performance.
-
-* ``slice.num_slice_snapshots_lab`` (`integer`)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1``.
- The number of back-transformed field and particle data that
- will be written for the reduced domain defined by ``slice.dom_lo``
- and ``slice.dom_hi``. Note that the 'slice' is a reduced
- diagnostic which could be 1D, 2D, or 3D, aligned with the co-ordinate axes.
- These slices can be visualized using read_raw_data.py and the HDF5 format can
- be visualized using the h5py library. Please see the documentation on visualization
- for further details.
-
-* ``slice.dt_slice_snapshots_lab`` (`float`, in seconds)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1``.
- The time interval between the back-transformed reduced diagnostics (where this
- time interval is expressed in the laboratory frame).
-
-* ``slice.particle_slice_width_lab`` (`float`, in meters)
- Only used when ``warpx.do_back_transformed_diagnostics`` is ``1`` and
- ``slice.num_slice_snapshots_lab`` is non-zero. Particles are
- copied from the full back-transformed diagnostic to the reduced
- slice diagnostic if there are within the user-defined width from
- the slice region defined by ``slice.dom_lo`` and ``slice.dom_hi``.
-
Boundary Scraping Diagnostics
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^