minerva.utils.position_embedding
================================

.. py:module:: minerva.utils.position_embedding


Functions
---------

.. autoapisummary::

   minerva.utils.position_embedding.get_1d_sincos_pos_embed_from_grid
   minerva.utils.position_embedding.get_2d_sincos_pos_embed
   minerva.utils.position_embedding.get_2d_sincos_pos_embed_from_grid
   minerva.utils.position_embedding.interpolate_pos_embed


Module Contents
---------------

.. py:function:: get_1d_sincos_pos_embed_from_grid(embed_dim, pos)

   embed_dim: output dimension for each position
   pos: a list of positions to be encoded: size (M,)
   out: (M, D)


.. py:function:: get_2d_sincos_pos_embed(embed_dim, grid_size, cls_token=False)

   grid_size: int of the grid height and width
   return:
   pos_embed: [grid_size*grid_size, embed_dim] or [1+grid_size*grid_size, embed_dim] (w/ or w/o cls_token)


.. py:function:: get_2d_sincos_pos_embed_from_grid(embed_dim, grid)

.. py:function:: interpolate_pos_embed(model, checkpoint_model, newsize1=None, newsize2=None)