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add option to change batch dimension in drop #52

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merged 1 commit into from
Nov 7, 2023
Merged

add option to change batch dimension in drop #52

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8 changes: 4 additions & 4 deletions axonn/intra_layer/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,23 +7,23 @@
from axonn import axonn as ax


def drop(x, transpose=False, dim=-1):
def drop(x, transpose=False, dim=-1, batch_dim=0):
if not transpose:
group = ax.comm_handle.inner_intra_layer_parallel_group
else:
group = ax.comm_handle.outer_intra_layer_parallel_group

x = Drop.apply(x, group, dim)
x = Drop.apply(x, ax.comm_handle.depth_intra_layer_parallel_group, 0)
x = Drop.apply(x, ax.comm_handle.depth_intra_layer_parallel_group, batch_dim)
return x


def gather(x, transpose=False, dim=-1):
def gather(x, transpose=False, dim=-1, batch_dim=0):
if not transpose:
group = ax.comm_handle.inner_intra_layer_parallel_group
else:
group = ax.comm_handle.outer_intra_layer_parallel_group

x = Gather.apply(x, group, dim)
x = Gather.apply(x, ax.comm_handle.depth_intra_layer_parallel_group, 0)
x = Gather.apply(x, ax.comm_handle.depth_intra_layer_parallel_group, batch_dim)
return x
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