examples/models/edsr/model.py

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.

import logging

import torch

from torchsr.models import edsr_r16f64  # @manual

from ..model_base import EagerModelBase


class EdsrModel(EagerModelBase):
    def __init__(self):
        pass

    def get_eager_model(self) -> torch.nn.Module:
        logging.info("Loading edsr model")
        m = edsr_r16f64(2, True)
        logging.info("Loaded edsr model")
        return m

    def get_example_inputs(self):
        tensor_size = (1, 3, 224, 224)
        return (torch.randn(tensor_size),)