GitHub

Export + assume_constant_result does not work for top-level annotated function

x = torch.ones([2, 2], requires_grad=True) y = torch.ones([2, 2], requires_grad=True) z = torch.ones([2, 2], requires_grad=True) def helper_fn(x, y, z): return x * y ...
GitHub

Determine if a NodeProto.input is a constant or a graph input

Is there a way to determine if a NodeProto input is a constant (e.g. weights, biases) or a graph input (e.g. image)? It seems that in both cases they may appear in the model in GraphProto.input and in ...
IEEE

B. Haberstroh

Constant Function,Graph Properties,Application Of Rules,Artificial Neural Network,Basic Form,Common Language,Conclusions Of This Paper,Dynamic Network,End-users,Error ...
BBC

Identifying and sketching related functions

Given the graph of a common function, (such as a simple polynomial, quadratic or trig function) you should be able to draw the graph of its related function. The graph of the related function can be ...
IEEE

Poster: Flexible Function Estimation of IoT Malware Using Graph Embedding Technique

Abstract: Most IoT malware is variants generated by editing and reusing parts of the functions based on publicly available source codes. In our previous study, we proposed a method to estimate the ...