pytorch
23d03025 - Implement Tanh Gelu Approximation (#61439)

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2 years ago
Implement Tanh Gelu Approximation (#61439) Summary: 1. Implements https://github.com/pytorch/pytorch/issues/39853 2. Adds approximate boolean flag to Gelu 3. Enables Tanh Gelu approximation 4. Adds double backward support for Gelu 5. Enable Tanh Gelu in NvFuser ``` def gelu(x, approximate : str = 'none'): if approximate == 'tanh': # sqrt(2/pi) = 0.7978845608028654 return 0.5 * x * (1.0 + torch.tanh(0.7978845608028654 * (x + 0.044715 * torch.pow(x, 3.0)))) else: return x * normcdf(x) ``` Linking XLA PR - https://github.com/pytorch/xla/pull/3039 Pull Request resolved: https://github.com/pytorch/pytorch/pull/61439 Reviewed By: cpuhrsch Differential Revision: D33850228 Pulled By: jbschlosser fbshipit-source-id: 3cc33fb298e480d7ecc5c67716da019d60c6ab33 (cherry picked from commit 3a53b3e94fd58190d1261efd3cf41b53506fb96e)
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