Update docs

Author: LeiWang1999

api/tilelang.language.logical.html

@@ -406,7 +406,7 @@
 <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">0x7efde11d8af0&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">0x7f0bb4ecb250&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>
@@ -420,7 +420,7 @@
 
 <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">0x7efde11d8af0&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">0x7f0bb4ecb250&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

@@ -454,7 +454,7 @@
 <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">0x7efde11d8b20&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">0x7f0bb4ec8640&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>

api/tilelang.utils.tensor.html

@@ -462,7 +462,7 @@
 
 <dl class="py function">
 <dt class="sig sig-object py" id="tilelang.utils.tensor.torch_assert_close">
-<span class="sig-prename descclassname"><span class="pre">tilelang.utils.tensor.</span></span><span class="sig-name descname"><span class="pre">torch_assert_close</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tensor_a</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tensor_b</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rtol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">atol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_mismatched_ratio</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equal_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_layout</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_stride</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.utils.tensor.torch_assert_close" title="Permalink to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">tilelang.utils.tensor.</span></span><span class="sig-name descname"><span class="pre">torch_assert_close</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tensor_a</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tensor_b</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rtol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.01</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">atol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_mismatched_ratio</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.001</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equal_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_device</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_dtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_layout</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">check_stride</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</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">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">base_name</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">'LHS'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ref_name</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">'RHS'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.utils.tensor.torch_assert_close" title="Permalink to this definition">#</a></dt>
 <dd><p>Custom function to assert that two tensors are “close enough,” allowing a specified
 percentage of mismatched elements.</p>
 <dl class="simple">