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 +1,20 @@
import numpy as np
import tensorflow as tf
from onnx_tf.handlers.backend_handler import BackendHandler
from onnx_tf.handlers.handler import onnx_op
from onnx_tf.common import data_type
from onnx import mapping
@onnx_op("SequenceEmpty")
class SequenceEmpty(BackendHandler):
@classmethod
def version_11(cls, node, **kwargs):
default_dtype = mapping.NP_TYPE_TO_TENSOR_TYPE[np.dtype('float32')]
dtype = data_type.onnx2tf(node.attrs.get("dtype", default_dtype))
ragged = tf.RaggedTensor.from_row_lengths(values=[], row_lengths=[])
sparse = tf.cast(ragged.to_sparse(), dtype)
return [tf.RaggedTensor.from_sparse(sparse)]