File size: 1,148 Bytes
be257a4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
from argparse import Namespace
import torch
from torch import nn
import torch.nn.functional as F
from .adaptor_base import AdaptorBase, AdaptorInput, RadioOutput
from .adaptor_mlp import create_mlp_from_state
class GenericAdaptor(AdaptorBase):
def __init__(self, main_config: Namespace, adaptor_config, state):
super().__init__()
self.head_mlp = create_mlp_from_state(main_config.mlp_version, state, 'summary.')
self.feat_mlp = create_mlp_from_state(main_config.mlp_version, state, 'feature.')
def forward(self, input: AdaptorInput) -> RadioOutput:
summary = self.head_mlp(input.summary)
feat = self.feat_mlp(input.features)
return RadioOutput(summary, feat)
|