---
id: pr-tilelang-1906
repo: tile-ai/tilelang
pr: 1906
title: '[Enhancement] Add eager-mode support for tilelang.autotune'
author: ColmaLiu
date: '2026-03-12'
url: https://github.com/tile-ai/tilelang/pull/1906
source_category: upstream-code
architectures:
- sm100
tags:
- matmul
techniques:
- autotuning
hardware_features: []
kernel_types:
- gemm
languages: []
captured_at: '2026-05-16'
status: merged
merge_sha: 7b6b64f93ec37665f05fca5fc107d42089f5614d
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- testing/python/autotune/test_tilelang_autotune.py
- testing/python/autotune/test_tilelang_autotune_eager_mode.py
- testing/python/autotune/test_tilelang_autotune_with_inputs.py
- tilelang/autotuner/param.py
- tilelang/autotuner/tuner.py
artifact_dir: evidence/pull-bundles/tilelang/gh-1906
head_ref_oid: 61a7e258abfe965427034eb36321f00fb89a3d55
---
# [Enhancement] Add eager-mode support for tilelang.autotune

- Repository: `tile-ai/tilelang`
- PR: [1906](https://github.com/tile-ai/tilelang/pull/1906)
- Decision: `Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.`
- Reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.

## Changed Paths

- `testing/python/autotune/test_tilelang_autotune.py`
- `testing/python/autotune/test_tilelang_autotune_eager_mode.py`
- `testing/python/autotune/test_tilelang_autotune_with_inputs.py`
- `tilelang/autotuner/param.py`
- `tilelang/autotuner/tuner.py`

## Evidence Bundle

`evidence/pull-bundles/tilelang/gh-1906`
