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 +1,38 @@
import tensorflow as tf
from onnx_tf.handlers.backend_handler import BackendHandler
from onnx_tf.handlers.handler import onnx_op
from .broadcast_mixin import BroadcastMixin
@onnx_op("PRelu")
class PRelu(BackendHandler):
@classmethod
def _common(cls, node, **kwargs):
"""
Reference implementation at
https://github.com/tflearn/tflearn/blob/4ba8c8d78bf1bbdfc595bf547bad30580cb4c20b/tflearn/activations.py#L191
"""
tensor_dict = kwargs["tensor_dict"]
x = tensor_dict[node.inputs[0]]
slope = BroadcastMixin.explicit_broadcast([x, tensor_dict[node.inputs[1]]])
pos = tf.nn.relu(x)
neg = slope * (x - abs(x)) * 0.5
return [pos + neg]
@classmethod
def version_1(cls, node, **kwargs):
return cls._common(node, **kwargs)
@classmethod
def version_6(cls, node, **kwargs):
return cls._common(node, **kwargs)
@classmethod
def version_7(cls, node, **kwargs):
return cls._common(node, **kwargs)
@classmethod
def version_9(cls, node, **kwargs):
return cls._common(node, **kwargs)