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Supported Ops and Hardware

We currently support the following GPU kernels:

  • tokamax.dot_product_attention (FlashAttention).
  • tokamax.gated_linear_unit (Gated linear units (SwiGLU etc)).
  • tokamax.layer_norm (Layer normalization and Root Mean Squared normalization).

And the following for both GPU and TPU:

  • tokamax.ragged_dot (Mixture of Experts).

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-11-21 UTC.

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