Source code for aitemplate.compiler.ops.gemm_universal.gemm_rcr_bias_swish

#  Copyright (c) Meta Platforms, Inc. and affiliates.
#
#  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.
#
"""
GEMM Specialization: SiLU(GEMM_RCR(A, B) + Bias)
"""
from aitemplate.compiler.ops.gemm_universal import gemm_rcr_bias

# pylint: disable=C0103,W0223,W0221


[docs]class gemm_rcr_bias_swish(gemm_rcr_bias): """GEMM Specialization: SiLU(GEMM_RCR(A, B) + Bias) This operator is equivalent to the following pytorch code: .. highlight:: python .. code-block:: python A = torch.randn(M, K).cuda().half() B = torch.randn(N, K).cuda().half() Bias = torch.randn(N).cuda().half() linear = torch.nn.functional.linear(A, B, bias=Bias) y = torch.nn.SiLU(linear) """ def __init__(self): """Constructor for gemm_rcr_bias_swish""" super().__init__() self._attrs["op"] = "gemm_rcr_bias_swish" self._attrs["epilogue"] = "LinearCombinationSilu"