i want to use the inception_v3 model, and my input is [128,3,44,44], i want to classifier 7.
Your input tensor is too small for this architecture and at some point the activation output will be an empty tensor.
The Inception model expects your output to have a spatial size of
You could use
torchvision.transform.Resize to increase the spatial size of your images.
thanks so much