Update docs

Author: github-actions[bot]

_sources/autoapi/tilelang/carver/template/flashattention/index.rst.txt

@@ -20,11 +20,6 @@ Module Contents
    Bases: :py:obj:`tilelang.carver.template.base.BaseTemplate`
 
 
-   Base class template for hardware-aware configurations.
-   This serves as an abstract base class (ABC) that defines the structure
-   for subclasses implementing hardware-specific optimizations.
-
-
    .. py:attribute:: batch_size
       :type:  int
       :value: 1

_sources/autoapi/tilelang/carver/template/general_reduce/index.rst.txt

@@ -20,11 +20,6 @@ Module Contents
    Bases: :py:obj:`tilelang.carver.template.base.BaseTemplate`
 
 
-   Base class template for hardware-aware configurations.
-   This serves as an abstract base class (ABC) that defines the structure
-   for subclasses implementing hardware-specific optimizations.
-
-
    .. py:attribute:: structure
       :type:  Union[str, List[str]]
       :value: None
@@ -45,19 +40,6 @@ Module Contents
 
    .. py:method:: get_hardware_aware_configs(arch = None, topk = 10)
 
-      Abstract method that must be implemented by subclasses.
-      It should return a list of hardware-aware configurations (hints)
-      based on the specified architecture.
-
-      :param arch: The target architecture. Defaults to None.
-      :type arch: TileDevice, optional
-      :param topk: Number of top configurations to return. Defaults to 10.
-      :type topk: int, optional
-
-      :returns: A list of recommended hardware-aware configurations.
-      :rtype: List[Hint]
-
-
 
    .. py:method:: initialize_function()
 

_sources/autoapi/tilelang/ir/index.rst.txt

@@ -32,41 +32,26 @@ Module Contents
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: AtomicAdd
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: Copy
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: Conv2DIm2ColOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: GemmWarpPolicy
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
    .. py:attribute:: policy_type
       :type:  int
 
@@ -87,62 +72,38 @@ Module Contents
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: GemmSP
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: FinalizeReducerOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: ParallelOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: ReduceOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: CumSumOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: RegionOp
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
 .. py:class:: ReduceType
 
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-

_sources/autoapi/tilelang/jit/adapter/dlpack/index.rst.txt

@@ -20,12 +20,8 @@ Classes
 Module Contents
 ---------------
 
-.. py:class:: TorchDLPackKernelAdapter(mod, params, result_idx)
+.. py:class:: TorchDLPackKernelAdapter
 
    Bases: :py:obj:`tilelang.jit.adapter.base.BaseKernelAdapter`
 
 
-   Helper class that provides a standard way to create an ABC using
-   inheritance.
-
-

_sources/autoapi/tilelang/jit/adapter/nvrtc/adapter/index.rst.txt

@@ -80,8 +80,6 @@ Module Contents
 
 
    .. py:attribute:: target
-      :value: None
-
 
 
    .. py:attribute:: verbose

_sources/autoapi/tilelang/layout/layout/index.rst.txt

@@ -25,9 +25,6 @@ Module Contents
    Bases: :py:obj:`tvm.ir.Node`
 
 
-   Base class of all IR Nodes.
-
-
    .. py:property:: index
 
       Property to retrieve the forward index of the layout.

_sources/autoapi/tilelang/quantize/lop3/index.rst.txt

@@ -549,14 +549,14 @@ Module Contents
           T3 const scale_r = *(scale + scale_offset);
           uint const packed_scales_l = __pack_half2(scale_l, scale_l);
           uint const packed_scales_r = __pack_half2(scale_r, scale_r);
-          
+      
           const int num_elems_per_storage_dtype = sizeof(T1) * 8 / 4;
       
           T1 const qzeros_l = *qzeros;
           T1 const qzeros_r = *(qzeros + qzeros_offset);
           int16_t const zero_l = (qzeros_l >> (group_offset * 4) & 0xf);
           int16_t const zero_r = (qzeros_r >> (group_offset * 4) & 0xf);
-          
+      
           uint median_num_l = ((0xe400 | zero_l) << 16) | (0xe400 | zero_l);
           uint median_num_r = ((0xe400 | zero_r) << 16) | (0xe400 | zero_r);
       

_sources/autoapi/tilelang/quantize/mxfp/index.rst.txt

@@ -47,7 +47,7 @@ Module Contents
             "and.b32 %0, %13, 0b10000001110000001000000111000000;"
             "mul.bf16x2 %0, %0, %12;"
             "shl.b32 %1, %13, 3;"
-            "and.b32 %1, %1, 0b10000001110000001000000111000000;"          
+            "and.b32 %1, %1, 0b10000001110000001000000111000000;"
             "mul.bf16x2 %1, %1, %12;"
             "shl.b32 %2, %13, 6;"
             "and.b32 %2, %2, 0b10000001110000001000000111000000;"
@@ -71,7 +71,7 @@ Module Contents
             // Pay attention to the big-endianness issue
             B_local_decode[(i << 3) + j] = reinterpret_cast<T2*>(&B_dequantize_local_vec[j])[1];
             B_local_decode[(i << 3) + j + 4] = reinterpret_cast<T2*>(&B_dequantize_local_vec[j])[0];
-          }    
+          }
         }
         // Check if the synchronization is needed
       }

_sources/autoapi/tilelang/tileop/gemm/index.rst.txt

@@ -43,9 +43,6 @@ Package Contents
    Bases: :py:obj:`tvm.ir.base.Node`, :py:obj:`tvm.runtime.Scriptable`
 
 
-   Base class of all IR Nodes.
-
-
    .. py:attribute:: A
       :type:  tvm.tir.Buffer
 

autoapi/tilelang/carver/template/flashattention/index.html

@@ -475,7 +475,7 @@ <h2>Classes<a class="headerlink" href="#classes" title="Link to this heading">¶
 <table class="autosummary longtable docutils align-default">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="#tilelang.carver.template.flashattention.FlashAttentionTemplate" title="tilelang.carver.template.flashattention.FlashAttentionTemplate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FlashAttentionTemplate</span></code></a></p></td>
-<td><p>Base class template for hardware-aware configurations.</p></td>
+<td><p></p></td>
 </tr>
 </tbody>
 </table>
@@ -487,9 +487,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <dt class="sig sig-object py" id="tilelang.carver.template.flashattention.FlashAttentionTemplate">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">tilelang.carver.template.flashattention.</span></span><span class="sig-name descname"><span class="pre">FlashAttentionTemplate</span></span><a class="headerlink" href="#tilelang.carver.template.flashattention.FlashAttentionTemplate" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="../base/index.html#tilelang.carver.template.base.BaseTemplate" title="tilelang.carver.template.base.BaseTemplate"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tilelang.carver.template.base.BaseTemplate</span></code></a></p>
-<p>Base class template for hardware-aware configurations.
-This serves as an abstract base class (ABC) that defines the structure
-for subclasses implementing hardware-specific optimizations.</p>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="tilelang.carver.template.flashattention.FlashAttentionTemplate.batch_size">
 <span class="sig-name descname"><span class="pre">batch_size</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">1</span></em><a class="headerlink" href="#tilelang.carver.template.flashattention.FlashAttentionTemplate.batch_size" title="Link to this definition">¶</a></dt>