doc: minor updates to docstring removing mention of dynamic not implemented with cuda

Author: mrava87

pylops/waveeqprocessing/_kirchhoff_cuda.py

@@ -7,10 +7,10 @@
 
 
 class _KirchhoffCudaHelper:
-    """A helper class to perform Kirchhoff demigration/migration using Numba CUDA.
+    """Helper class for Kirchhoff operator using Numba CUDA.
 
-    This class provides methods to compute the forward and adjoint operations for the
-    Kirchhoff operator, utilizing GPU acceleration through Numba's CUDA capabilities.
+    This class provides methods to compute the forward and adjoint operations of the
+    Kirchhoff operator utilizing GPU acceleration through Numba's CUDA capabilities.
 
     Parameters
     ----------
@@ -39,7 +39,8 @@ def _grid_setup(self):
         This method configures the number of blocks and threads per block for
         CUDA kernels, depending on the number of sources and receivers.
         """
-        # use warp size as number of threads per block
+        # use half of warp size as number of threads per block
+        # although this will be ideally lifted up to the user
         current_device = cuda.get_current_device()
         warp = current_device.WARP_SIZE // 2
         self.num_threads_per_blocks = (warp, warp)
@@ -339,7 +340,7 @@ def _call_kinematic(self, opt, *inputs):
         return y_d
 
     def _call_dynamic(self, opt, *inputs):
-        """Synamic computations using CUDA.
+        """Dynamic computations using CUDA.
 
         This method handles data preparation and execution of CUDA kernels
         for both forward and adjoint operations of dynamic operator.

pylops/waveeqprocessing/kirchhoff.py

@@ -111,8 +111,7 @@ class Kirchhoff(LinearOperator):
         Deprecated, will be removed in v3.0.0. Simply kept for back-compatibility with previous implementation,
         but effectively not affecting the behaviour of the operator.
     engine : :obj:`str`, optional
-        Engine used for computations (``numpy``, ``numba`` or ``cuda``). Note that the ``cuda`` engine
-        currently supports only ``dynamic=False``.
+        Engine used for computations (``numpy``, ``numba`` or ``cuda``).
     dtype : :obj:`str`, optional
         Type of elements in input array.
     name : :obj:`str`, optional
@@ -134,7 +133,7 @@ class Kirchhoff(LinearOperator):
         If ``mode`` is neither ``analytic``, ``eikonal``, or ``byot``.
 
     NotImplementedError
-        If ``dynamic=True`` and ``engine="cuda"``
+        If ``engine="cuda"`` and ``trav`` is provided as a single table
 
     Notes
     -----