softmax_mask_fuse.py

# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import print_function

from paddle.fluid.layer_helper import LayerHelper
from paddle.fluid.framework import in_dygraph_mode
from paddle.fluid import core


def softmax_mask_fuse(x, mask, name=None):
    if in_dygraph_mode():
        out = core.ops.fused_softmax_mask(x, mask)
        return out
    helper = LayerHelper('fused_softmax_mask', **locals())
    out = helper.create_variable_for_type_inference(dtype=x.dtype)
    helper.append_op(
        type='fused_softmax_mask',
        inputs={'X': [x],
                'Mask': [mask]},
        outputs={'Out': [out]})
    return out