Update docs

Author: LeiWang1999

_sources/get_started/Installation.md.txt

@@ -49,15 +49,15 @@ docker run --gpus all -it --rm --ipc=host nvcr.io/nvidia/pytorch:23.01-py3
 To build and install **tile-lang** directly from source, follow these steps. This process requires certain pre-requisites from Apache TVM, which can be installed on Ubuntu/Debian-based systems using the following commands:
 
 ```bash
-sudo apt-get update
-sudo apt-get install -y python3 python3-dev python3-setuptools gcc libtinfo-dev zlib1g-dev build-essential cmake libedit-dev libxml2-dev
+apt-get update
+apt-get install -y python3 python3-dev python3-setuptools gcc zlib1g-dev build-essential cmake libedit-dev
 ```
 
 After installing the prerequisites, you can clone the **tile-lang** repository and install it using pip:
 
 ```bash
 git clone --recursive https://github.com/tile-ai/tilelang.git
-cd tileLang
+cd tilelang
 pip install .  # Please be patient, this may take some time.
 ```
 
@@ -178,4 +178,4 @@ pip install tilelang -f https://tile-ai.github.io/whl/nightly/cu121/
 # or pip install tilelang --find-links https://tile-ai.github.io/whl/nightly/cu121/
 ```
 
-> **Note:** Nightly builds contain the most recent code changes but may be less stable than official releases. They're ideal for testing new features or if you need a specific bugfix that hasn't been released yet.
+> **Note:** Nightly builds contain the most recent code changes but may be less stable than official releases. They're ideal for testing new features or if you need a specific bugfix that hasn't been released yet.

api/tilelang.language.logical.html

@@ -404,7 +404,7 @@
 <p>The language interface for tl programs.</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="tilelang.language.logical.all_of">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.logical.</span></span><span class="sig-name descname"><span class="pre">all_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="pre">buffer:</span> <span class="pre">~typing.Union[&lt;tilelang.language.proxy.TensorProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7fab52280be0&gt;,</span> <span class="pre">~tvm.tir.stmt.BufferRegion]</span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.logical.all_of" title="Permalink to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">tilelang.language.logical.</span></span><span class="sig-name descname"><span class="pre">all_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="pre">buffer:</span> <span class="pre">~typing.Union[&lt;tilelang.language.proxy.TensorProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7f0993198d30&gt;,</span> <span class="pre">~tvm.tir.stmt.BufferRegion]</span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.logical.all_of" title="Permalink to this definition">#</a></dt>
 <dd><p>Check if all elements in the buffer are true.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -418,7 +418,7 @@
 
 <dl class="py function">
 <dt class="sig sig-object py" id="tilelang.language.logical.any_of">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.logical.</span></span><span class="sig-name descname"><span class="pre">any_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="pre">buffer:</span> <span class="pre">~typing.Union[&lt;tilelang.language.proxy.TensorProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7fab52280be0&gt;,</span> <span class="pre">~tvm.tir.stmt.BufferRegion]</span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.logical.any_of" title="Permalink to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">tilelang.language.logical.</span></span><span class="sig-name descname"><span class="pre">any_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="pre">buffer:</span> <span class="pre">~typing.Union[&lt;tilelang.language.proxy.TensorProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7f0993198d30&gt;,</span> <span class="pre">~tvm.tir.stmt.BufferRegion]</span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.logical.any_of" title="Permalink to this definition">#</a></dt>
 <dd><p>Check if any element in the buffer is true.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>

api/tilelang.language.proxy.html

@@ -452,7 +452,7 @@
 <p>Buffer proxy class for constructing tir buffer.</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="tilelang.language.proxy.BufferProxy.from_ptr">
-<span class="sig-name descname"><span class="pre">from_ptr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer_var</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Var</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">tvm.ir.expr.PrimExpr</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'float32'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">&lt;tilelang.language.proxy.BufferProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7fab52280bb0&gt;</span></span></span><a class="headerlink" href="#tilelang.language.proxy.BufferProxy.from_ptr" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">from_ptr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pointer_var</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Var</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">tvm.ir.expr.PrimExpr</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'float32'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">&lt;tilelang.language.proxy.BufferProxy</span> <span class="pre">object</span> <span class="pre">at</span> <span class="pre">0x7f0993198d00&gt;</span></span></span><a class="headerlink" href="#tilelang.language.proxy.BufferProxy.from_ptr" title="Permalink to this definition">#</a></dt>
 <dd><p>Create a buffer from a pointer, shape, and data type.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>

get_started/Installation.html

@@ -439,13 +439,13 @@ <h2>Building from Source<a class="headerlink" href="#building-from-source" title
 </pre></div>
 </div>
 <p>To build and install <strong>tile-lang</strong> directly from source, follow these steps. This process requires certain pre-requisites from Apache TVM, which can be installed on Ubuntu/Debian-based systems using the following commands:</p>
-<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>sudo<span class="w"> </span>apt-get<span class="w"> </span>update
-sudo<span class="w"> </span>apt-get<span class="w"> </span>install<span class="w"> </span>-y<span class="w"> </span>python3<span class="w"> </span>python3-dev<span class="w"> </span>python3-setuptools<span class="w"> </span>gcc<span class="w"> </span>libtinfo-dev<span class="w"> </span>zlib1g-dev<span class="w"> </span>build-essential<span class="w"> </span>cmake<span class="w"> </span>libedit-dev<span class="w"> </span>libxml2-dev
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>apt-get<span class="w"> </span>update
+apt-get<span class="w"> </span>install<span class="w"> </span>-y<span class="w"> </span>python3<span class="w"> </span>python3-dev<span class="w"> </span>python3-setuptools<span class="w"> </span>gcc<span class="w"> </span>zlib1g-dev<span class="w"> </span>build-essential<span class="w"> </span>cmake<span class="w"> </span>libedit-dev
 </pre></div>
 </div>
 <p>After installing the prerequisites, you can clone the <strong>tile-lang</strong> repository and install it using pip:</p>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>--recursive<span class="w"> </span>https://github.com/tile-ai/tilelang.git
-<span class="nb">cd</span><span class="w"> </span>tileLang
+<span class="nb">cd</span><span class="w"> </span>tilelang
 pip<span class="w"> </span>install<span class="w"> </span>.<span class="w">  </span><span class="c1"># Please be patient, this may take some time.</span>
 </pre></div>
 </div>