add pt2tf tool

This commit is contained in:
zxros10
2020-09-23 09:09:49 +08:00
parent 7f7b7df65d
commit 18aefa4dd0
407 changed files with 16211 additions and 0 deletions
@@ -0,0 +1,44 @@
import tensorflow as tf
from onnx_tf.handlers.backend_handler import BackendHandler
from onnx_tf.handlers.handler import onnx_op
from onnx_tf.handlers.handler import tf_func
@onnx_op("ConstantFill")
@tf_func(tf.fill)
class ConstantFill(BackendHandler):
@classmethod
def args_check(cls, node, **kwargs):
if node.inputs and "shape" in node.attrs:
raise ValueError(
"Cannot set the shape argument and pass in an input at the same time."
)
if not node.inputs and "extra_shape" in node.attrs:
raise ValueError("Cannot set extra_shape when there is no input.")
@classmethod
def get_attrs_processor_param(cls):
return {"default": {"value": 0.}}
@classmethod
def version_1(cls, node, **kwargs):
tensor_dict = kwargs["tensor_dict"]
if "shape" in node.attrs:
shape = node.attrs["shape"]
else:
shape = tensor_dict[
node.inputs[0]].get_shape().as_list() if node.attrs.get(
"input_as_shape", 0) == 0 else tensor_dict[node.inputs[0]]
if "extra_shape" in node.attrs:
shape = tf.concat([shape, node.attrs["extra_shape"]], 0)
value = node.attrs.get("value", 0.)
if "dtype" in node.attrs:
return [tf.cast(tf.fill(shape, value), dtype=node.attrs["dtype"])]
return [cls.make_tensor_from_onnx_node(node, inputs=[shape], **kwargs)]