def load_pretrained_mobilenet320():
    """"
    TODO: Remove, not used anywhere in the repo
    loads marqo trained model
    """
    model = fasterrcnn_mobilenet_v3_large_fpn(device='cpu', num_classes=1204,
    box_score_thresh=0.0001, box_nms_thresh=0.01, 
                            rpn_pre_nms_top_n_test=200, 
                            box_detections_per_img=100,
                            rpn_post_nms_top_n_test=100, min_size=320)

    checkpoint_file = 'model_17.pth'
    checkpoint = torch.load(checkpoint_file, map_location="cpu")
    weights = FasterRCNN_MobileNet_V3_Large_FPN_Weights.DEFAULT
    transform = weights.transforms()
    model.load_state_dict(checkpoint['model'])
    model.eval()
    
    return model, transform
"
    TODO: Remove, not used anywhere in the repo
    loads marqo trained model
    
src/marqo/s2_inference/processing/pytorch_utils.py