wXf | Web Exploitation Framework - Beta Release

A few quick notes about training code:

• torch.Variable is deprecated since at least 8 minor versions (see here), don't use it
• gc.collect() has no point, PyTorch does the garbage collector on it's own
• Don't use torch.cuda.empty_cache() for each batch, as PyTorch reserves some GPU memory (doesn't give it back to OS) so it doesn't have to allocate it for each batch once again. It will make your code slow, don't use this function at all tbh, PyTorch handles this.
• Don't spam random memory cleaning, that's most probably not where the error is

Yes, this is probably the case (although it's hard to read this model's code).

Take notice of self.internal_state list and self.internal_state_new list also.

• Each time you call model.initialize_hidden() a new set of tensor is added to this list (and never cleaned as far as I can tell)
• self.internal_state_new seems to be cleaned in update_hidden, maybe self.internal_state should be also?

In essence, check out this self.internal_state property of your model, the list grows indefinitely from what I see. Initializing with zeros everywhere is quite strange, there is probably no need to do that (e.g. PyTorch's RNN is initialized with zeros by default, this is probably similar).

C++ symbols are mangled in binary objects. You won't find minor_collection_begin. The mangled symbol name for void AdaptiveSizePolicy::minor_collection_begin() is

The Java program links to other program files, you can use ldd to look at the shared libraries required by Java.

Well, no... the base64 string doesn't contain the file name, only the contents of the file.

If you want to keep the filename, you're going to have to store it some other way. It's already available on the file object you have shown us, you'll just have to store it in a reasonable manner for whatever your use-case is.

This post helps, static variable link error

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Finally, I am able to resolve the issue. As the response from the server consists of text along with the bytes of image data which is in UTF-8 encoding. So to get the response, we need to define the exact Content Type in the header field i.e.