This is an automated email from the ASF dual-hosted git repository.
github-actions[bot] pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/tvm-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new b02b8c6c156 Build at Thu Nov 5 01:12:45 UTC 2026
b02b8c6c156 is described below
commit b02b8c6c156d0f40c0a7b527b14bfb479499e32d
Author: tvm-bot <[email protected]>
AuthorDate: Thu Nov 5 01:12:46 2026 +0000
Build at Thu Nov 5 01:12:45 UTC 2026
---
2017/08/17/tvm-release-announcement.html | 2 +-
...s-with-TVM-A-Depthwise-Convolution-Example.html | 2 +-
2017/10/06/nnvm-compiler-announcement.html | 2 +-
...s-to-TVM-Stack-and-NNVM-Compiler-with-ROCm.html | 2 +-
2017/11/08/android-rpc-introduction.html | 2 +-
2018/01/16/opt-mali-gpu.html | 2 +-
2018/03/12/webgl.html | 2 +-
2018/03/23/nmt-transformer-optimize.html | 2 +-
2018/07/12/vta-release-announcement.html | 2 +-
2018/08/10/DLPack-Bridge.html | 2 +-
2018/10/03/auto-opt-all.html | 2 +-
2018/10/09/ml-in-tees.html | 2 +-
2018/12/18/lowprecision-conv.html | 2 +-
2019/01/19/Golang.html | 2 +-
2019/03/18/tvm-apache-announcement.html | 2 +-
2019/04/29/opt-cuda-quantized.html | 2 +-
2019/05/30/pytorch-frontend.html | 2 +-
...machine-learning-to-webassembly-and-webgpu.html | 2 +-
2020/06/04/tinyml-how-tvm-is-taming-tiny.html | 2 +-
2020/07/14/bert-pytorch-tvm.html | 2 +-
.../15/how-to-bring-your-own-codegen-to-tvm.html | 2 +-
2020/09/26/bring-your-own-datatypes.html | 2 +-
2021/03/03/intro-auto-scheduler.html | 2 +-
2021/12/15/tvm-unity.html | 2 +-
2025/10/21/tvm-ffi.html | 2 +-
2026/06/22/tirx.html | 2 +-
...rethinking-abstractions-in-the-agentic-era.html | 2 +-
404.html | 2 +-
_static/downloads/acm%3Adesktopcta | 6 +-
asf.html | 2 +-
atom.xml | 2 +-
categories.html | 2 +-
community.html | 2 +-
download.html | 2 +-
feed.xml | 2 +-
history.html | 2 +-
images/docs/tirx/authoring_layers.html | 291 +++++++++++++++++++++
images/docs/tirx/authoring_layers.svg | 96 -------
images/docs/tirx/authoring_layers_embed.js | 46 ++++
index.html | 2 +-
posts.html | 2 +-
rss.xml | 4 +-
tags.html | 2 +-
43 files changed, 380 insertions(+), 139 deletions(-)
diff --git a/2017/08/17/tvm-release-announcement.html
b/2017/08/17/tvm-release-announcement.html
index 7392899ac91..42d5f5d6a90 100644
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<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
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a/2017/08/22/Optimize-Deep-Learning-GPU-Operators-with-TVM-A-Depthwise-Convolution-Example.html
b/2017/08/22/Optimize-Deep-Learning-GPU-Operators-with-TVM-A-Depthwise-Convolution-Example.html
index 122ad9050c8..30febe39465 100644
---
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<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
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b/2017/10/06/nnvm-compiler-announcement.html
index e59c3663c73..56ddc275a2d 100644
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<link rel="stylesheet" href="/css/slick-theme.css">
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<link rel="stylesheet" href="/css/slick-theme.css">
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b/2017/11/08/android-rpc-introduction.html
index da0040fa502..c6fabf5ac0a 100644
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index fdf1604259e..d7b8fdb178d 100644
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<link rel="stylesheet" href="/css/slick-theme.css">
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index 69ccc907633..6abf6b52de8 100644
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b/2018/03/23/nmt-transformer-optimize.html
index 751467e4629..aecad1cfcc7 100644
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b/2018/07/12/vta-release-announcement.html
index 14acd8597e1..550312241ef 100644
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index 5b26f551aca..5ff54c904dd 100644
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index 4c0fe51afdb..e89c10721e9 100644
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index d8ce22e539f..0becd8009f6 100644
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b/2018/12/18/lowprecision-conv.html
index 7ba0f09251e..c31be137336 100644
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<link rel="stylesheet" href="/css/slick-theme.css">
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index a70ef730442..795f23ddd67 100644
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diff --git a/2019/03/18/tvm-apache-announcement.html
b/2019/03/18/tvm-apache-announcement.html
index 2134f8cfede..8914554fb2d 100644
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diff --git a/2019/04/29/opt-cuda-quantized.html
b/2019/04/29/opt-cuda-quantized.html
index a89c798c9df..f5306cf14b2 100644
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index c863aa18e1a..aa426bb422b 100644
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index 261e3bef387..24b0c6eef94 100644
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index 31cb957798c..6f31c77f841 100644
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b/2020/09/26/bring-your-own-datatypes.html
index 3497335e9e6..b269e59e499 100644
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b/2021/03/03/intro-auto-scheduler.html
index fcba02127f8..0ce52cde731 100644
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index 109e4b02346..ee6760ce131 100644
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<link rel="stylesheet" href="/css/slick-theme.css">
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+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
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index 77011b952f0..1e9cc725c53 100644
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+++ b/2025/10/21/tvm-ffi.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="../../../_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/2026/06/22/tirx.html b/2026/06/22/tirx.html
index eeaf147c74c..c9dec14628f 100644
--- a/2026/06/22/tirx.html
+++ b/2026/06/22/tirx.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="../../../_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
<script>window.MathJax = { tex: { inlineMath: [['$', '$'], ['\\(',
'\\)']], displayMath: [['$$', '$$'], ['\\[', '\\]']] } };</script>
diff --git a/2026/11/03/rethinking-abstractions-in-the-agentic-era.html
b/2026/11/03/rethinking-abstractions-in-the-agentic-era.html
index 9777c8650cb..0c0f3ced829 100644
--- a/2026/11/03/rethinking-abstractions-in-the-agentic-era.html
+++ b/2026/11/03/rethinking-abstractions-in-the-agentic-era.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="../../../_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/404.html b/404.html
index 60b795f8cac..51c19d1a9a9 100644
--- a/404.html
+++ b/404.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/_static/downloads/acm%3Adesktopcta
b/_static/downloads/acm%3Adesktopcta
index 419d44d429b..910ce0ecd52 100644
--- a/_static/downloads/acm%3Adesktopcta
+++ b/_static/downloads/acm%3Adesktopcta
@@ -64,12 +64,12 @@
<div class="cf-error-footer cf-wrapper w-240 lg:w-full py-10 sm:py-4
sm:px-8 mx-auto text-center sm:text-left border-solid border-0 border-t
border-gray-300">
<p class="text-13">
- <span class="cf-footer-item sm:block sm:mb-1">Cloudflare Ray ID: <strong
class="font-semibold">a557c499996bcb6f</strong></span>
+ <span class="cf-footer-item sm:block sm:mb-1">Cloudflare Ray ID: <strong
class="font-semibold">a557fc7a0b71391c</strong></span>
<span class="cf-footer-separator sm:hidden">•</span>
<span id="cf-footer-item-ip" class="cf-footer-item hidden sm:block
sm:mb-1">
Your IP:
<button type="button" id="cf-footer-ip-reveal"
class="cf-footer-ip-reveal-btn">Click to reveal</button>
- <span class="hidden" id="cf-footer-ip">40.75.171.226</span>
+ <span class="hidden" id="cf-footer-ip">172.203.204.229</span>
<span class="cf-footer-separator sm:hidden">•</span>
</span>
<span class="cf-footer-item sm:block sm:mb-1"><span>Performance &
security by</span> <a rel="noopener noreferrer"
href="https://www.cloudflare.com/5xx-error-landing"; id="brand_link"
target="_blank">Cloudflare</a></span>
@@ -86,5 +86,5 @@
</script>
-<script>(function(){function c(){var
b=a.contentDocument||(a.contentWindow&&a.contentWindow.document);if(b){var
d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'a557c499996bcb6f',t:'MTc5MzgzODgxNg=='};var
l=window.parent.location,o;try{o=new URL(l.origin).origin}catch(e){try{o=new
URL(new URL(l.href).origin).origin}catch(e){o=''}}var
u='/cdn-cgi/challenge-platform/scripts/jsd/main.js?ray=a557c499996bcb6f',a=document.createElement('script');a.src=o?new
URL(u,o).href:u;do [...]
+<script>(function(){function c(){var
b=a.contentDocument||(a.contentWindow&&a.contentWindow.document);if(b){var
d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'a557fc7a0b71391c',t:'MTc5Mzg0MTEwNA=='};var
l=window.parent.location,o;try{o=new URL(l.origin).origin}catch(e){try{o=new
URL(new URL(l.href).origin).origin}catch(e){o=''}}var
u='/cdn-cgi/challenge-platform/scripts/jsd/main.js?ray=a557fc7a0b71391c',a=document.createElement('script');a.src=o?new
URL(u,o).href:u;do [...]
</html>
\ No newline at end of file
diff --git a/asf.html b/asf.html
index 1add7dbfa37..c6383ec9528 100644
--- a/asf.html
+++ b/asf.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/atom.xml b/atom.xml
index 77f6edf6596..e28915331b9 100644
--- a/atom.xml
+++ b/atom.xml
@@ -4,7 +4,7 @@
<title>TVM</title>
<link href="https://tvm.apache.org"; rel="self"/>
<link href="https://tvm.apache.org"/>
- <updated>2026-11-05T00:33:32+00:00</updated>
+ <updated>2026-11-05T01:11:41+00:00</updated>
<id>https://tvm.apache.org</id>
<author>
<name></name>
diff --git a/categories.html b/categories.html
index 4002dcded68..1424a5106f9 100644
--- a/categories.html
+++ b/categories.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/community.html b/community.html
index 4457f3a4673..46c757768be 100644
--- a/community.html
+++ b/community.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/download.html b/download.html
index 5008597999b..7d3f1ad32e2 100644
--- a/download.html
+++ b/download.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/feed.xml b/feed.xml
index 1ad585b6d3a..e033df3ac87 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,4 @@
-<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.4.1">Jekyll</generator><link href="/feed.xml" rel="self"
type="application/atom+xml" /><link href="/" rel="alternate" type="text/html"
/><updated>2026-11-05T00:33:32+00:00</updated><id>/feed.xml</id><title
type="html">TVM</title><author><name>{"name" =>
nil}</name></author><entry><title type="html">Rethinking Abstractions in the
Agentic Era: Towa [...]
+<?xml version="1.0" encoding="utf-8"?><feed
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/";
version="4.4.1">Jekyll</generator><link href="/feed.xml" rel="self"
type="application/atom+xml" /><link href="/" rel="alternate" type="text/html"
/><updated>2026-11-05T01:11:41+00:00</updated><id>/feed.xml</id><title
type="html">TVM</title><author><name>{"name" =>
nil}</name></author><entry><title type="html">Rethinking Abstractions in the
Agentic Era: Towa [...]
<h2 id="tldr">TL;DR</h2>
diff --git a/history.html b/history.html
index 584ff9ecd1d..ff47790b807 100644
--- a/history.html
+++ b/history.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/images/docs/tirx/authoring_layers.html
b/images/docs/tirx/authoring_layers.html
new file mode 100644
index 00000000000..203081c587b
--- /dev/null
+++ b/images/docs/tirx/authoring_layers.html
@@ -0,0 +1,291 @@
+<!DOCTYPE html>
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<html lang="en">
+<head>
+ <meta charset="utf-8">
+ <meta name="viewport" content="width=device-width, initial-scale=1">
+ <title>TIRx authoring layers</title>
+ <style>
+ /* Typography, cards, and blue accent follow the Modern GPU Programming
for MLSys
+ diagrams: https://github.com/mlc-ai/modern-gpu-programming-for-mlsys */
+ :root {
+ color-scheme: light;
+ --surface: #fff;
+ --text: #222;
+ --muted: #536276;
+ --frame: #b6bdc6;
+ --frame-bg: #f8fafc;
+ --tag: #475569;
+ --line: #64748b;
+ --neutral-border: #b6bdc6;
+ --layer-border: #5b9bd5;
+ --layer-bg: #eef5fc;
+ }
+ :root[data-theme="dark"] {
+ color-scheme: dark;
+ --surface: #14181e;
+ --text: #e5e9ef;
+ --muted: #b1bdcd;
+ --frame: #627084;
+ --frame-bg: #1c232c;
+ --tag: #475569;
+ --line: #a1afc1;
+ --neutral-border: #627084;
+ --layer-bg: #1d3043;
+ }
+ * { box-sizing: border-box; }
+ html, body { margin: 0; }
+ body {
+ padding: 14px 4px 4px;
+ background: var(--surface);
+ color: var(--text);
+ font: 13px/1.5 'Inter', 'SF Pro', 'Segoe UI', system-ui, sans-serif;
+ }
+ h1, h2, p { margin: 0; }
+ h2 { font-size: 14px; font-weight: 700; }
+ code { font: 12px/1.5 'SF Mono', 'Fira Code', Consolas, monospace; }
+ .diagram { max-width: 920px; margin: 0 auto; }
+ .program {
+ position: relative;
+ padding: 26px 18px 14px;
+ border: 2px solid var(--frame);
+ border-radius: 12px;
+ background: var(--frame-bg);
+ }
+ .program-label {
+ position: absolute;
+ top: -11px;
+ left: 16px;
+ padding: 1px 10px;
+ border-radius: 4px;
+ background: var(--tag);
+ color: #fff;
+ font-size: 11px;
+ font-weight: 700;
+ letter-spacing: .02em;
+ }
+ .layers {
+ display: grid;
+ grid-template-columns: minmax(0, .85fr) minmax(0, 1.8fr);
+ grid-template-rows: auto 64px auto;
+ column-gap: 32px;
+ }
+ .card { border: 2px solid; border-radius: 8px; text-align: center; }
+ .core {
+ grid-column: 1;
+ grid-row: 1 / 4;
+ display: flex;
+ flex-direction: column;
+ justify-content: center;
+ gap: 18px;
+ padding: 18px 10px;
+ border-color: var(--layer-border);
+ background: var(--layer-bg);
+ }
+ .core code { display: block; margin-top: 4px; font-size: 15px; }
+ .constructs { display: grid; gap: 6px; }
+ .note { font-size: 11px; color: var(--muted); }
+ .tile {
+ grid-column: 2;
+ grid-row: 1;
+ padding: 14px 12px 12px;
+ border-color: var(--layer-border);
+ background: var(--layer-bg);
+ }
+ .operations { display: grid; grid-template-columns: 1fr 1fr; gap: 12px;
margin: 14px 0; }
+ .operation code { display: block; margin-bottom: 4px; font-weight: 600; }
+ .tile-note { border-top: 1px solid var(--layer-border); padding-top: 9px; }
+ .dispatch { grid-column: 2; grid-row: 2; position: relative; }
+ .dispatch::before {
+ content: '';
+ position: absolute;
+ left: 50%;
+ top: 0;
+ bottom: 3px;
+ border-left: 1.5px solid var(--line);
+ }
+ .branch {
+ position: absolute;
+ top: 50%;
+ left: -30px;
+ width: calc(50% + 30px);
+ border-top: 1.5px solid var(--line);
+ }
+ .branch::before {
+ content: '';
+ position: absolute;
+ left: -2px;
+ top: -4.5px;
+ border-top: 4px solid transparent;
+ border-bottom: 4px solid transparent;
+ border-right: 6px solid var(--line);
+ }
+ .dispatch::after, .lowering::after {
+ content: '';
+ position: absolute;
+ left: calc(50% - 3.25px);
+ bottom: 0;
+ border-left: 4px solid transparent;
+ border-right: 4px solid transparent;
+ border-top: 6px solid var(--line);
+ }
+ .dispatch code {
+ position: absolute;
+ left: calc(50% + 10px);
+ top: 50%;
+ transform: translateY(-50%);
+ font-size: 11px;
+ color: var(--muted);
+ }
+ .backend {
+ grid-column: 2;
+ grid-row: 3;
+ display: flex;
+ align-items: center;
+ justify-content: center;
+ flex-wrap: wrap;
+ gap: 3px 16px;
+ padding: 10px;
+ border-color: var(--layer-border);
+ background: var(--layer-bg);
+ }
+ .backend h2 { font-size: 13px; }
+ .shared-ir { margin-top: 14px; color: var(--muted); text-align: center;
font-size: 12px; }
+ .shared-ir strong { color: var(--text); font-weight: 600; }
+ .lowering { position: relative; height: 60px; }
+ .lowering::before {
+ content: '';
+ position: absolute;
+ left: 50%;
+ top: 0;
+ bottom: 3px;
+ border-left: 1.5px solid var(--line);
+ }
+ .lowering span {
+ position: absolute;
+ left: calc(50% + 12px);
+ right: 0;
+ top: 50%;
+ transform: translateY(-50%);
+ font-size: 11px;
+ color: var(--muted);
+ }
+ .codegen {
+ width: 220px;
+ max-width: 80%;
+ margin: 0 auto;
+ padding: 9px 14px;
+ border-color: var(--neutral-border);
+ background: var(--surface);
+ }
+ .sr-only {
+ position: absolute;
+ width: 1px;
+ height: 1px;
+ padding: 0;
+ overflow: hidden;
+ clip-path: inset(50%);
+ white-space: nowrap;
+ }
+ @media (max-width: 620px) {
+ .program { padding: 24px 10px 12px; }
+ .layers { column-gap: 20px; grid-template-columns: minmax(0, .8fr)
minmax(0, 1.4fr); }
+ .branch { left: -18px; width: calc(50% + 18px); }
+ .operations { grid-template-columns: 1fr; gap: 12px; }
+ .tile { padding: 12px 6px 10px; }
+ .core { padding: 14px 6px; }
+ .constructs { font-size: 12px; }
+ .backend { padding: 8px 5px; }
+ .backend code { font-size: 11px; }
+ .dispatch code { left: calc(50% + 7px); font-size: 10px; }
+ }
+ </style>
+</head>
+<body>
+ <main class="diagram" aria-labelledby="program-title"
aria-describedby="diagram-description">
+ <p class="sr-only" id="diagram-description">
+ Core language constructs are used throughout a TIRx program. The optional
+ tile layer expands through TileDispatch into core statements and
expressions
+ and native backend calls. Direct backend calls form a thin interface. All
+ constructs share one IR, followed by layout and further lowering and
code generation.
+ </p>
+ <section class="program">
+ <h1 class="program-label" id="program-title">One TIRx program</h1>
+ <div class="layers">
+ <section class="card core" aria-labelledby="core-title">
+ <div><h2 id="core-title">Core language</h2><code>T.*</code></div>
+ <div class="constructs">
+ <p>Loops and branches</p>
+ <p>Scalar expressions</p>
+ <p>Tensor accesses</p>
+ </div>
+ <p class="note">Used throughout the program</p>
+ </section>
+ <section class="card tile" aria-labelledby="tile-title">
+ <h2 id="tile-title">Tile operations</h2>
+ <div class="operations">
+ <div class="operation">
+ <code>T.cuda.tile.apply</code>
+ <p class="note">Repeat a chosen PTX instruction</p>
+ </div>
+ <div class="operation">
+ <code>T.cuda.tile.ewise</code>
+ <p class="note">Inline a scalar function</p>
+ </div>
+ </div>
+ <p class="note tile-note">Tensor layouts and execution scope</p>
+ </section>
+ <div class="dispatch" aria-hidden="true"><span
class="branch"></span><code>TileDispatch</code></div>
+ <section class="card backend" aria-labelledby="backend-title">
+ <h2 id="backend-title">Direct backend calls</h2>
+ <code>T.cuda.* / T.ptx.*</code>
+ </section>
+ </div>
+ <p class="shared-ir"><strong>Shared TIRx IR</strong> ยท statements,
expressions and calls</p>
+ </section>
+ <div class="lowering"><span>Layout and further lowering</span></div>
+ <section class="card codegen"><h2>Code generation</h2></section>
+ </main>
+ <script>
+ (() => {
+ const root = document.documentElement;
+ const dark = matchMedia('(prefers-color-scheme: dark)');
+ root.dataset.theme = dark.matches ? 'dark' : 'light';
+ if (parent === window) {
+ dark.addEventListener('change', () => { root.dataset.theme =
dark.matches ? 'dark' : 'light'; });
+ return;
+ }
+ const parentOrigin = document.referrer ? new
URL(document.referrer).origin : '*';
+ const report = () => parent.postMessage({
+ type: 'tirx-authoring-layers:height', height:
Math.ceil(document.body.getBoundingClientRect().height)
+ }, parentOrigin);
+ new ResizeObserver(report).observe(document.body);
+ addEventListener('message', (event) => {
+ if (event.source !== parent || (parentOrigin !== '*' && event.origin
!== parentOrigin)) return;
+ if (event.data?.type !== 'tirx-authoring-layers:theme') return;
+ if (['light', 'dark'].includes(event.data.theme)) root.dataset.theme =
event.data.theme;
+ report();
+ });
+ addEventListener('load', report);
+ report();
+ })();
+ </script>
+</body>
+</html>
diff --git a/images/docs/tirx/authoring_layers.svg
b/images/docs/tirx/authoring_layers.svg
deleted file mode 100644
index 68eec9af357..00000000000
--- a/images/docs/tirx/authoring_layers.svg
+++ /dev/null
@@ -1,96 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!--
- Licensed to the Apache Software Foundation (ASF) under one
- or more contributor license agreements. See the NOTICE file
- distributed with this work for additional information
- regarding copyright ownership. The ASF licenses this file
- to you under the Apache License, Version 2.0 (the
- "License"); you may not use this file except in compliance
- with the License. You may obtain a copy of the License at
-
- http://www.apache.org/licenses/LICENSE-2.0
-
- Unless required by applicable law or agreed to in writing,
- software distributed under the License is distributed on an
- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- KIND, either express or implied. See the License for the
- specific language governing permissions and limitations
- under the License.
--->
-<svg xmlns="http://www.w3.org/2000/svg"; width="1280" height="660"
- viewBox="0 60 1280 660" role="img" aria-labelledby="title description">
- <title id="title">Core language, tile expansion, and direct backend calls in
TIRx</title>
- <desc id="description">
- One TIRx program combines core language constructs with tile operations
- and direct backend calls. The core language spans all abstraction levels:
- loops, branches, scalar expressions, and tensor accesses are used
throughout.
- The optional CUDA tile layer provides apply, which repeats an explicit PTX
- instruction, and ewise, which inlines a scalar function at each element.
- TileDispatch expands tile calls into core statements and expressions and,
- for instruction patterns, backend calls. Direct backend and PTX calls are
- shown as a thin interface. All constructs share the same TIRx IR, which
- undergoes layout and further lowering before code generation.
- </desc>
- <defs>
- <marker id="arrow" markerWidth="10" markerHeight="10" refX="8" refY="5"
- orient="auto" markerUnits="userSpaceOnUse">
- <path d="M 0 0 L 9 5 L 0 10 Z" fill="#637181"/>
- </marker>
- <style>
- text { font-family: Arial, Helvetica, sans-serif; fill: #17212d; }
- .heading { font-size: 32px; font-weight: 700; }
- .label { font-size: 27px; font-weight: 600; }
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- .note { font-size: 22px; fill: #4c6075; }
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- stroke-linecap: round; stroke-linejoin: round; }
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- </defs>
-
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- fill="#f7f9fd" stroke="#315e88" stroke-width="2.6"/>
- <text x="640" y="128" text-anchor="middle" class="label">One TIRx
program</text>
-
- <!-- Core syntax is shared across levels. See src/script/ir_builder/ir.cc.
-->
- <rect x="64" y="164" width="340" height="314" rx="14"
- fill="#e3ecf9" stroke="#6488cb" stroke-width="2.2"/>
- <text x="234" y="208" text-anchor="middle" class="label">Core language</text>
- <text x="234" y="247" text-anchor="middle" class="code">T.*</text>
- <text x="234" y="299" text-anchor="middle" class="detail">Loops and
branches</text>
- <text x="234" y="338" text-anchor="middle" class="detail">Scalar
expressions</text>
- <text x="234" y="377" text-anchor="middle" class="detail">Tensor
accesses</text>
- <text x="234" y="447" text-anchor="middle" class="note">Used throughout the
program</text>
-
- <!-- Only the optional tile expansion sits above direct native operations.
-->
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- fill="#d6e3f7" stroke="#6488cb" stroke-width="2.2"/>
- <text x="840" y="205" text-anchor="middle" class="label">Tile
operations</text>
- <text x="652" y="247" text-anchor="middle"
class="code">T.cuda.tile.apply</text>
- <text x="1028" y="247" text-anchor="middle"
class="code">T.cuda.tile.ewise</text>
- <text x="652" y="280" text-anchor="middle" class="note">Repeat a chosen PTX
instruction</text>
- <text x="1028" y="280" text-anchor="middle" class="note">Inline a scalar
function</text>
- <text x="840" y="317" text-anchor="middle" class="note">Tensor layouts and
execution scope</text>
-
- <!-- Expansion is implemented in backend/cuda/tile/patterns:
- register.py emits PTX calls; ewise.py emits scalar TensorStores;
- common.py wraps these in ordinary IR For loops. -->
- <path d="M 840 340 V 376 H 407" class="flow" marker-end="url(#arrow)"/>
- <path d="M 840 376 V 411" class="flow" marker-end="url(#arrow)"/>
- <circle cx="840" cy="376" r="4" fill="#637181"/>
- <text x="865" y="384" class="code">TileDispatch</text>
-
- <rect x="464" y="414" width="752" height="64" rx="12"
- fill="#edf3fa" stroke="#768393" stroke-width="2.2"/>
- <text x="488" y="454" class="label">Direct backend calls</text>
- <text x="918" y="454" text-anchor="middle" class="code">T.cuda.* /
T.ptx.*</text>
-
- <text x="640" y="521" text-anchor="middle" class="detail">Shared TIRx IR:
statements, expressions and calls</text>
-
- <path d="M 640 548 V 633" class="flow" marker-end="url(#arrow)"/>
- <text x="664" y="598" class="note">Layout and further lowering</text>
- <rect x="440" y="636" width="400" height="60" fill="#c2d9b0"/>
- <text x="640" y="677" text-anchor="middle" class="heading">Code
generation</text>
-</svg>
diff --git a/images/docs/tirx/authoring_layers_embed.js
b/images/docs/tirx/authoring_layers_embed.js
new file mode 100644
index 00000000000..9a041ffa474
--- /dev/null
+++ b/images/docs/tirx/authoring_layers_embed.js
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied. See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// Keep the hosted diagram's height and theme in sync with its documentation
page.
+(() => {
+ const dark = matchMedia('(prefers-color-scheme: dark)');
+
document.querySelectorAll('iframe[data-tirx-authoring-layers]').forEach((frame)
=> {
+ if (frame.dataset.ready) return;
+ frame.dataset.ready = 'true';
+ const origin = new URL(frame.src, document.baseURI).origin;
+ const syncTheme = () => {
+ const selected = document.documentElement.dataset.theme;
+ const theme = ['light', 'dark'].includes(selected) ? selected :
(dark.matches ? 'dark' : 'light');
+ frame.contentWindow.postMessage({ type: 'tirx-authoring-layers:theme',
theme }, origin);
+ };
+ addEventListener('message', (event) => {
+ if (event.source !== frame.contentWindow || event.origin !== origin)
return;
+ const data = event.data;
+ if (data?.type !== 'tirx-authoring-layers:height') return;
+ if (!Number.isFinite(data.height) || data.height < 100 || data.height >
2000) return;
+ frame.style.height = Math.ceil(data.height) + 'px';
+ });
+ new MutationObserver(syncTheme).observe(document.documentElement, {
+ attributes: true, attributeFilter: ['data-theme']
+ });
+ dark.addEventListener('change', syncTheme);
+ frame.addEventListener('load', syncTheme);
+ syncTheme();
+ });
+})();
diff --git a/index.html b/index.html
index 88068827bb4..7984a77dce3 100644
--- a/index.html
+++ b/index.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/posts.html b/posts.html
index ca862265bef..8fb94f7a1ba 100644
--- a/posts.html
+++ b/posts.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
diff --git a/rss.xml b/rss.xml
index 73761c36673..3e5159ba2e6 100644
--- a/rss.xml
+++ b/rss.xml
@@ -5,8 +5,8 @@
<description>TVM - </description>
<link>https://tvm.apache.org</link>
<atom:link href="https://tvm.apache.org"; rel="self"
type="application/rss+xml" />
- <lastBuildDate>Thu, 05 Nov 2026 00:33:32 +0000</lastBuildDate>
- <pubDate>Thu, 05 Nov 2026 00:33:32 +0000</pubDate>
+ <lastBuildDate>Thu, 05 Nov 2026 01:11:41 +0000</lastBuildDate>
+ <pubDate>Thu, 05 Nov 2026 01:11:41 +0000</pubDate>
<ttl>60</ttl>
diff --git a/tags.html b/tags.html
index 78d795e0150..47997875fe9 100644
--- a/tags.html
+++ b/tags.html
@@ -7,7 +7,7 @@
<link rel="stylesheet" href="_static/downloads/bootstrap.min.css"
integrity="sha384-MCw98/SFnGE8fJT3GXwEOngsV7Zt27NXFoaoApmYm81iuXoPkFOJwJ8ERdknLPMO"
crossorigin="anonymous">
<link rel="stylesheet" href="/css/slick.css">
<link rel="stylesheet" href="/css/slick-theme.css">
- <link rel="stylesheet" href="/css/custom.css?v=1793838812">
+ <link rel="stylesheet" href="/css/custom.css?v=1793841101">
</head>
