Where we are headed and why it looks a lot like Julia (but not exactly like...
When trying to predict how PyTorch would itself get disrupted, we used to joke a bit about the next version of PyTorch being written in Julia. This was not very serious: a huge factor in moving...
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Where we are headed and why it looks a lot like Julia (but not exactly like...
ezyang: We want the Julia vision, but we want it in Python (it’s the ecosystem!) i wonder how technically feasible is to to have the core in Julia instead of C++ but stil have an interface in Python....
View ArticleWhere we are headed and why it looks a lot like Julia (but not exactly like...
I currently use Julia with the Python ecosystem. It is my preferred environment. Julia calls Python transparently and can use any library. For example, I am implementing fast numerical Julia code on...
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Where we are headed and why it looks a lot like Julia (but not exactly like...
xiaodai: i wonder how technically feasible is to to have the core in Julia instead of C++ but stil have an interface in Python. This would be very nice. See also Where do the 2000+ PyTorch operators...
View ArticleWhere we are headed and why it looks a lot like Julia (but not exactly like...
I did not know that PyTorch uses multiple dispatch - where can I read more? It makes sense not wanting to leave the Python ecosystem - as of today, of course. As a total newbie, I feel like PyTorch...
View ArticleWhere we are headed and why it looks a lot like Julia (but not exactly like...
I’d recommend looking at Let’s talk about the PyTorch dispatcher : ezyang’s blog and What (and Why) is __torch_dispatch__?. Read full topic
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Where we are headed and why it looks a lot like Julia (but not exactly like...
ezyang: Why not use Julia directly? We want the Julia vision, but we want it in Python (it’s the ecosystem!) That’s a real advantage of Python, and I think that’s a perfectly fine response. But it’s...
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Where we are headed and why it looks a lot like Julia (but not exactly like...
That might require finding some way to combine the clean interface of PyTorch with the performance of JAX, e.g. taking full advantage of metaprogramming and multiple dispatch to generate more...
View ArticleWhere we are headed and why it looks a lot like Julia (but not exactly like...
I find it pretty interesting in theory, but I’m skeptical this will really end up working, simply because compiling bytecode seems much harder than just compiling a language. At this point, so much...
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