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_posts/2018-05-02-road-to-1.0.md

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@@ -11,9 +11,9 @@ We would like to give you a preview of the roadmap for PyTorch 1.0 , the next re
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However, 1.0 isn't just about stability of the interface.
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One of PyTorch's biggest strengths is it's first-class Python integration, it's imperative style, it's simplicity in API and options. These are aspects that make PyTorch good for research and hackability.
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One of PyTorch's biggest strengths is its first-class Python integration, imperative style, simplicity of the API and options. These are aspects that make PyTorch good for research and hackability.
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One of it's biggest downsides has been production-support. What we mean by production-support is the countless things one has to do to models to run them efficiently at massive scale:
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One of its biggest downsides has been production-support. What we mean by production-support is the countless things one has to do to models to run them efficiently at massive scale:
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- exporting to C++-only runtimes for use in larger projects
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- optimizing mobile systems on iPhone, Android, Qualcomm and other systems
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> **In 1.0, your code continues to work as-is, we're not making any big changes to the existing API.**
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Making your model production-ready is an opt-in annotation, which uses the `torch.jit` compiler to export your model to a Python-less environment, and improving it's performance. Let's walk through the JIT compiler in detail.
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Making your model production-ready is an opt-in annotation, which uses the `torch.jit` compiler to export your model to a Python-less environment, and improving its performance. Let's walk through the JIT compiler in detail.
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## `torch.jit`: A JIT-compiler for your models
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