Mojo module

topk

Structs

• ​TopK_2:
• ​TopKHeap: Fixed-capacity register heap for per-thread top-M tracking.

Functions

• ​apply_gumbel_noise_kernel:
• ​fused_token_sampling_cpu: Generalized implementation of the Top K algorithm with sampling. Returns the sampled index from the innermost dimension of the input tensor for each row/subvolume.
• ​fused_token_sampling_gpu: Top K algorithm with fused sampling. Returns the sampled indices from the Top-K of the innermost dimension of the input tensor for each row/subvolume.
• ​gumbel_sampling_gpu: Gumbel sampling using the Gumbel-max trick for categorical distributions.
• ​top_k: Implementation of the Top K algorithm. Returns the top or bottom K elements and their index along a specified axis.
• ​top_k_shape_impl: Compute the output shape of a top/bottom k operation.
• ​topk_gpu: Generalized implementation of the Top K algorithm with/without sampling. Returns the sampled index from the innermost dimension of the input tensor for each row/subvolume or the top K values and indices across the tensor.

Was this page helpful?

Thank you! We'll create more content like this.

Thank you for helping us improve!

😔 What went wrong?

Some code doesn’t work

It includes inaccurate information

It's missing information I need

It was difficult to understand

Other

Submit