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Oh, wrapper overhead of Python is certainly annoying. There's a couple things that ameliorate that. For one, in many situations, it's possible to "trace" out t
by chillee 5y ago
Oh, wrapper overhead of Python is certainly annoying.
There's a couple things that ameliorate that. For one, in many situations, it's possible to "trace" out the Python operations. The second is that, as in my blog post, you can "hide" the Python overhead by simply running asynchronously with the GPU.
But yeah, the Python overhead is annoying (see https://dev-discuss.pytorch.org/t/where-we-are-headed-and-why-it-looks-a-lot-like-julia-but-not-exactly-like-julia/ https://dev-discuss.pytorch.org/t/where-we-are-headed-and-wh...), just giving an explanation why it hasn't been a dealbreaker.
- derbOac 5y agoIt's a good essay/post/article, by the way. It's good to see stuff like this really laid out like this.