minerva.utils.position_embedding

Functions

get_1d_sincos_pos_embed_from_grid(embed_dim, pos)	embed_dim: output dimension for each position
get_2d_sincos_pos_embed(embed_dim, grid_size[, cls_token])	grid_size: int of the grid height and width
get_2d_sincos_pos_embed_from_grid(embed_dim, grid)
interpolate_pos_embed(model, checkpoint_model[, ...])

Module Contents

minerva.utils.position_embedding.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)

minerva.utils.position_embedding.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)

minerva.utils.position_embedding.get_2d_sincos_pos_embed_from_grid(embed_dim, grid)

minerva.utils.position_embedding.interpolate_pos_embed(model, checkpoint_model, newsize1=None, newsize2=None)