重命名 pt2tf 为 pt2pb

This commit is contained in:
zhutian
2020-10-14 08:55:07 +08:00
committed by Gitee
parent 324ab60a5d
commit 90ae190559
407 changed files with 0 additions and 0 deletions
@@ -0,0 +1,48 @@
import tensorflow as tf
from onnx_tf.handlers.backend_handler import BackendHandler
from onnx_tf.handlers.handler import onnx_op
@onnx_op("Gemm")
class Gemm(BackendHandler):
@classmethod
def _common(cls, node, **kwargs):
tensor_dict = kwargs["tensor_dict"]
x = tensor_dict[node.inputs[0]]
x = tf.layers.flatten(x)
y = tensor_dict[node.inputs[1]]
if len(node.inputs) > 2:
z = tensor_dict[node.inputs[2]]
else:
z = 0
if node.attrs.get("transA", 0):
x = tf.transpose(x)
if node.attrs.get("transB", 0):
y = tf.transpose(y)
alpha = node.attrs.get("alpha", 1.0)
beta = node.attrs.get("beta", 1.0)
return [alpha * tf.matmul(x, y) + beta * z]
@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)
@classmethod
def version_11(cls, node, **kwargs):
return cls._common(node, **kwargs)