---
id: pr-flashinfer-858
repo: flashinfer-ai/flashinfer
pr: 858
title: Add POD-Attention to FlashInfer
author: AKKamath
date: '2025-03-13'
url: https://github.com/flashinfer-ai/flashinfer/pull/858
source_category: upstream-code
architectures:
- sm100
tags:
- attention
- decode
- prefill
techniques: []
hardware_features: []
kernel_types:
- attention
- decode
- prefill
languages:
- cuda-cpp
captured_at: '2026-04-17'
status: merged
merge_sha: 39dc66d8d72b6377678f4affb50d7122f4f4d1c7
inclusion_reason: kernel file changes
changed_paths:
- csrc/flashinfer_ops.cu
- csrc/pod_config.inc
- csrc/pod_customize_config.jinja
- csrc/pod_jit_pybind.cu
- csrc/pod_kernel_inst.jinja
- csrc/pod_no_tensor.cu
- csrc/pod_tensor.cu
- flashinfer/__init__.py
- flashinfer/jit/__init__.py
- flashinfer/jit/attention/__init__.py
- flashinfer/jit/attention/pytorch.py
- flashinfer/pod.py
- include/flashinfer/attention/decode.cuh
- include/flashinfer/attention/default_prefill_params.cuh
- include/flashinfer/attention/pod.cuh
- include/flashinfer/attention/prefill.cuh
- setup.py
- tests/test_pod_kernels.py
head_ref_oid: 582ff94083e55042d57da9905dab96635db53dc9
artifact_dir: evidence/pull-bundles/flashinfer/gh-858
---
# Add POD-Attention to FlashInfer

- Repository: `flashinfer-ai/flashinfer`
- PR: [858](https://github.com/flashinfer-ai/flashinfer/pull/858)
- Decision: `kernel file changes`
- Reason: kernel file changes

## Changed Paths

- `csrc/flashinfer_ops.cu`
- `csrc/pod_config.inc`
- `csrc/pod_customize_config.jinja`
- `csrc/pod_jit_pybind.cu`
- `csrc/pod_kernel_inst.jinja`
- `csrc/pod_no_tensor.cu`
- `csrc/pod_tensor.cu`
- `flashinfer/__init__.py`
- `flashinfer/jit/__init__.py`
- `flashinfer/jit/attention/__init__.py`
- `flashinfer/jit/attention/pytorch.py`
- `flashinfer/pod.py`
- `include/flashinfer/attention/decode.cuh`
- `include/flashinfer/attention/default_prefill_params.cuh`
- `include/flashinfer/attention/pod.cuh`
- `include/flashinfer/attention/prefill.cuh`
- `setup.py`
- `tests/test_pod_kernels.py`

## Evidence Bundle

`evidence/pull-bundles/flashinfer/gh-858`
