Skip to content

add dilation and fix add ops in pytorch emitter #745

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

add dilation and fix add ops in pytorch emitter #745

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
13 changes: 9 additions & 4 deletions mmdnn/conversion/pytorch/pytorch_emitter.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -155,6 +155,11 @@ def emit_Conv(self, IR_node):
filter = IR_node.get_attr('kernel_shape')[-1]
kernel = IR_node.get_attr('kernel_shape')[:-2]
strides = IR_node.get_attr('strides')[1:-1]
dilations = IR_node.get_attr('dilations')
if dilations is None:
dilation = 1
else:
dilation = dilations[1]

if IR_node.type == 'DepthwiseConv':
group = in_channels
Expand All @@ -163,7 +168,7 @@ def emit_Conv(self, IR_node):
else:
group = IR_node.get_attr('group', 1)

self.add_init(2, "self.{} = self.__conv({}, name='{}', in_channels={}, out_channels={}, kernel_size={}, stride={}, groups={}, bias={})".format(
self.add_init(2, "self.{} = self.__conv({}, name='{}', in_channels={}, out_channels={}, kernel_size={}, stride={}, groups={}, dilation={}, bias={})".format(
IR_node.variable_name,
dim,
IR_node.name,
Expand All @@ -173,6 +178,7 @@ def emit_Conv(self, IR_node):
tuple(strides),
# padding,
group,
dilation,
IR_node.get_attr('use_bias')))

input_node = self._defuse_padding(IR_node)
Expand Down Expand Up @@ -439,10 +445,9 @@ def emit_GRU(self, IR_node):


def emit_Add(self, IR_node):
code = "{:<15} = {} + {}".format(
code = "{:<15} = {}".format(
IR_node.variable_name,
self.parent_variable_name(IR_node),
self.parent_variable_name(IR_node, [1]))
' + '.join(self.parent_variable_name(IR_node, [idx]) for idx in range(len(IR_node.in_edges))))
return code


Expand Down