deeplearning/modulus/modulus-sym/_modules/modulus/sym/domain/inferencer/inferencer.html

Source code for modulus.sym.domain.inferencer.inferencer

# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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.

import torch


[docs]class Inferencer: """ Inferencer base class """ def forward_grad(self, invar): pred_outvar = self.model(invar) return pred_outvar def forward_nograd(self, invar): with torch.no_grad(): pred_outvar = self.model(invar) return pred_outvar def save_results(self, name, results_dir, writer, save_filetypes, step): raise NotImplementedError("Subclass of Inferencer needs to implement this")
© Copyright 2023, NVIDIA Modulus Team. Last updated on Jan 25, 2024.