[Feat] Enhance Decoding Strategies for Easier Development and More Efficient Inference

.editorconfig

@@ -0,0 +1,44 @@
+# https://editorconfig.org/
+
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+indent_style = space
+indent_size = 4
+trim_trailing_whitespace = true
+insert_final_newline = true
+
+[*.{py,pyi}]
+indent_size = 4
+
+[*.{cpp,hpp,cxx,cc,c,h,cu,cuh}]
+indent_size = 2
+
+[{*.cmake,CMakeLists.txt}]
+indent_size = 2
+
+[*.{yaml,yml}]
+indent_size = 2
+
+[.clang-{format,tidy}]
+indent_size = 2
+
+[Makefile]
+indent_style = tab
+
+[*.sh]
+indent_size = 4
+
+[*.bat]
+indent_size = 4
+end_of_line = crlf
+
+[*.md]
+indent_size = 2
+x-soft-wrap-text = true
+
+[*.rst]
+indent_size = 4
+x-soft-wrap-text = true

.gitattributes

@@ -0,0 +1,10 @@
+* text eol=lf
+*.bat eol=crlf
+
+*.svg binary
+*.jpg binary
+*.jpeg binary
+*.png binary
+*.gif binary
+
+*.h linguist-language=C++

.github/dependabot.yml

@@ -0,0 +1,12 @@
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "monday"
+      time: "12:00"
+      timezone: "Asia/Shanghai"
+    commit-message:
+      prefix: "[CI]"
+

.github/workflows/pr-perfbench-bot.yml

@@ -7,6 +7,8 @@ on:
 
 permissions:
   contents: read
+  issues: write
+  pull-requests: write
 
 concurrency:
   group: "${{ github.workflow }}-${{ github.ref }}"

.github/workflows/pr-reminder-bot.yml

@@ -5,6 +5,10 @@ on:
     types:
       - opened
 
+permissions:
+  issues: write
+  pull-requests: write
+
 jobs:
   remind:
     runs-on: ubuntu-latest

.gitignore

@@ -50,3 +50,4 @@ kernel_diff_analysis.md
 tilelang_optimization_analysis.md
 boundary_check_comparison.md
 GITHUB_ISSUE.md
+Tilelang-failed_test_cases/

.pre-commit-config.yaml

@@ -0,0 +1,59 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+ci:
+  autofix_prs: false
+  autofix_commit_msg: "[Lint]: [pre-commit.ci] auto fixes [...]"
+  autoupdate_commit_msg: "[CI] [pre-commit.ci] autoupdate"
+  autoupdate_schedule: monthly
+default_stages: [pre-commit, pre-push, manual]
+exclude: '^(build|3rdparty)/.*$'  # exclude build and 3rdparty directories
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v6.0.0
+    hooks:
+      - id: check-symlinks
+      - id: destroyed-symlinks
+      - id: trailing-whitespace
+      - id: end-of-file-fixer
+      - id: check-added-large-files
+      - id: check-merge-conflict
+        fail_fast: true
+      - id: check-executables-have-shebangs
+      - id: check-shebang-scripts-are-executable
+      - id: detect-private-key
+      - id: check-yaml
+      - id: check-toml
+      - id: check-ast
+        fail_fast: true
+      - id: debug-statements
+      - id: file-contents-sorter
+        args: [--ignore-case]
+        files: ^docs/spelling_wordlist\.txt$
+  - repo: https://github.com/pre-commit/mirrors-clang-format
+    rev: v21.1.7  # sync with requirements-lint.txt
+    hooks:
+      - id: clang-format
+        types_or: [c++, c]
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.14.9  # sync with requirements-lint.txt
+    hooks:
+      - id: ruff-check
+        args: [--fix, --exit-non-zero-on-fix]
+      - id: ruff-format
+        args: [--exit-non-zero-on-format]
+  - repo: https://github.com/codespell-project/codespell
+    rev: v2.4.1  # sync with requirements-lint.txt
+    hooks:
+      - id: codespell
+        additional_dependencies: [".[toml]"]
+        exclude: |
+          (?x)(
+            ^.+\.(cpp|hpp|cxx|cc|c|h|cu|cuh)$|
+            ^.+\.svg$|
+            ^.*\brequirements\b.*\.txt$
+          )
+  - repo: https://github.com/jackdewinter/pymarkdown
+    rev: v0.9.33
+    hooks:
+      - id: pymarkdown
+        args: ["--config", ".pymarkdown", "fix"]

.pymarkdown

@@ -0,0 +1,37 @@
+{
+  "plugins": {
+    "md003": {
+      "style": "atx"
+    },
+    "md004": {
+      "style": "dash"
+    },
+    "md013": {
+      "enabled": false
+    },
+    "md026": {
+      "enabled": false
+    },
+    "md029": {
+      "enabled": false
+    },
+    "md031": {
+      "enabled": false
+    },
+    "md032": {
+      "enabled": false
+    },
+    "md033": {
+      "enabled": false
+    },
+    "md034": {
+      "enabled": false
+    },
+    "md040": {
+      "enabled": false
+    },
+    "md041": {
+      "enabled": false
+    }
+  }
+}

CODE_OF_CONDUCT.md

@@ -0,0 +1,132 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socioeconomic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+- Demonstrating empathy and kindness toward other people
+- Being respectful of differing opinions, viewpoints, and experiences
+- Giving and gracefully accepting constructive feedback
+- Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+- Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+- The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+- Trolling, insulting or derogatory comments, and personal or political attacks
+- Public or private harassment
+- Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+- Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+[leiwang1999@outlook.com](mailto:leiwang1999@outlook.com)
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series of
+actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
+[https://www.contributor-covenant.org/translations][translations].
+
+[homepage]: https://www.contributor-covenant.org
+[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
+[Mozilla CoC]: https://github.com/mozilla/diversity
+[FAQ]: https://www.contributor-covenant.org/faq
+[translations]: https://www.contributor-covenant.org/translations