| /* coding=utf-8 | |
| * Copyright (c) 2024, NVIDIA CORPORATION. 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. | |
| */ | |
| namespace anti_alias_activation { | |
| torch::Tensor fwd_cuda(torch::Tensor const& input, | |
| torch::Tensor const& filter, | |
| torch::Tensor const& alpha, | |
| torch::Tensor const& beta | |
| ); | |
| torch::Tensor fwd(torch::Tensor const& input, | |
| torch::Tensor const& filter, | |
| torch::Tensor const& alpha, | |
| torch::Tensor const& beta | |
| ) { | |
| AT_ASSERTM(input.dim() == 3, "expected 3D tensor"); | |
| //AT_ASSERTM((input.scalar_type() == at::ScalarType::Half) || | |
| // (input.scalar_type() == at::ScalarType::BFloat16), | |
| // "Only fp16 and bf16 are supported"); | |
| return fwd_cuda(input, filter, alpha, beta); | |
| } | |
| } // end namespace anti_alias_activation | |
| PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) { | |
| m.def("forward", | |
| &anti_alias_activation::fwd, | |
| "Anti Alias Activation -- Forward."); | |
| } | |