calculate-flops.pytorch
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On the calculation of FLOPs for SAM/MobileSAM
SAM model requires multiple inputs, image, point_prompt or boxes_prompt, how do you pass these parameters to the calculate_flops?For example, in the following code, how to set parameters?
from mobile_sam import MobileSAM, SamPredictor
import torch
model = MobileSAM.from_pretrained("nielsr/mobilesam")
# perform inference
device = "cuda" if torch.cuda.is_available() else "cpu"
model.to(device=device)
predictor = SamPredictor(model)
predictor.set_image(<your_image>)
masks, _, _ = predictor.predict(<input_prompts>)