[gh-pages] Manually update (#136)

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 6e6272ebf5ac258b4d3b0017646b7761
+config: 84a439e06ccf80b9b6ea0d718369643a
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_downloads/26d9fb3f431f94846c086960be43203e/developer_02_mlir.ipynb

@@ -153,7 +153,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.1"
+      "version": "3.12.0"
     }
   },
   "nbformat": 4,

_downloads/3bd558739d56fea84d5bc34e888e3da9/developer_01_ir_builder.ipynb

@@ -131,7 +131,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.1"
+      "version": "3.12.0"
     }
   },
   "nbformat": 4,

_downloads/50722c0e72e146713406dea7e2ab09f3/tutorial_02_vhls.py

@@ -94,9 +94,9 @@ def gemm(A: float32[M, K], B: float32[K, N]) -> float32[M, N]:
 # Next, we create a new buffer for the output tensor ``C``.
 # We provide a ``.buffer_at()`` primitive for users to quickly create a new buffer
 # along a specific axis. Since Allo has attached all the tensors to the function,
-# we can directly use ``<func>.<tensor>`` to access a specific tensor in the schedule.
+# we can directly use ``<schedule>.<tensor>`` to access a specific tensor in the schedule.
 
-s.buffer_at(gemm.C, axis="i")
+s.buffer_at(s.C, axis="i")
 print(s.module)
 
 # %%

_downloads/861a23b0676093686f50a5f922fc6363/tutorial_02_vhls.ipynb

@@ -101,7 +101,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Next, we create a new buffer for the output tensor ``C``.\nWe provide a ``.buffer_at()`` primitive for users to quickly create a new buffer\nalong a specific axis. Since Allo has attached all the tensors to the function,\nwe can directly use ``<func>.<tensor>`` to access a specific tensor in the schedule.\n\n"
+        "Next, we create a new buffer for the output tensor ``C``.\nWe provide a ``.buffer_at()`` primitive for users to quickly create a new buffer\nalong a specific axis. Since Allo has attached all the tensors to the function,\nwe can directly use ``<schedule>.<tensor>`` to access a specific tensor in the schedule.\n\n"
       ]
     },
     {
@@ -112,7 +112,7 @@
       },
       "outputs": [],
       "source": [
-        "s.buffer_at(gemm.C, axis=\"i\")\nprint(s.module)"
+        "s.buffer_at(s.C, axis=\"i\")\nprint(s.module)"
       ]
     },
     {
@@ -214,7 +214,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.1"
+      "version": "3.12.0"
     }
   },
   "nbformat": 4,

_downloads/addf17760130f22dafec92dedc62e16a/tutorial_01_get_started.ipynb

@@ -272,7 +272,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.10.1"
+      "version": "3.12.0"
     }
   },
   "nbformat": 4,

_sources/gallery/developer_01_ir_builder.rst.txt

@@ -29,7 +29,7 @@ addition example to demonstrate the process.
 
 .. GENERATED FROM PYTHON SOURCE LINES 14-18
 
-.. code-block:: default
+.. code-block:: Python
 
 
     import allo
@@ -54,7 +54,7 @@ step is to parse the Python code to the
 
 .. GENERATED FROM PYTHON SOURCE LINES 26-37
 
-.. code-block:: default
+.. code-block:: Python
 
 
     M, N = 1024, 1024
@@ -84,7 +84,7 @@ an API to access the source code of a Python function. We can call
 
 .. GENERATED FROM PYTHON SOURCE LINES 43-49
 
-.. code-block:: default
+.. code-block:: Python
 
 
     import inspect
@@ -120,7 +120,7 @@ be installed through ``pip`` separately. Otherwise, you can just use
 
 .. GENERATED FROM PYTHON SOURCE LINES 55-61
 
-.. code-block:: default
+.. code-block:: Python
 
 
     import ast, astpretty
@@ -255,6 +255,7 @@ be installed through ``pip`` separately. Otherwise, you can just use
             ctx=Load(),
           ),
           type_comment=None,
+          type_params=[],
         ),
       ],
       type_ignores=[],
@@ -409,7 +410,7 @@ you can follow the definitions and add more amazing facilities to the new Allo f
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  0.006 seconds)
+   **Total running time of the script:** (0 minutes 0.012 seconds)
 
 
 .. _sphx_glr_download_gallery_developer_01_ir_builder.py:
@@ -418,17 +419,14 @@ you can follow the definitions and add more amazing facilities to the new Allo f
 
   .. container:: sphx-glr-footer sphx-glr-footer-example
 
+    .. container:: sphx-glr-download sphx-glr-download-jupyter
 
-
+      :download:`Download Jupyter notebook: developer_01_ir_builder.ipynb <developer_01_ir_builder.ipynb>`
 
     .. container:: sphx-glr-download sphx-glr-download-python
 
       :download:`Download Python source code: developer_01_ir_builder.py <developer_01_ir_builder.py>`
 
-    .. container:: sphx-glr-download sphx-glr-download-jupyter
-
-      :download:`Download Jupyter notebook: developer_01_ir_builder.ipynb <developer_01_ir_builder.ipynb>`
-
 
 .. only:: html
 

_sources/gallery/developer_02_mlir.rst.txt

@@ -28,7 +28,7 @@ verify the correctness of a handwritten or generated MLIR program.
 
 .. GENERATED FROM PYTHON SOURCE LINES 13-17
 
-.. code-block:: default
+.. code-block:: Python
 
 
     import allo
@@ -56,7 +56,7 @@ for specific backends.
 
 .. GENERATED FROM PYTHON SOURCE LINES 28-40
 
-.. code-block:: default
+.. code-block:: Python
 
 
     test_mlir_program = """
@@ -90,7 +90,7 @@ program.
 
 .. GENERATED FROM PYTHON SOURCE LINES 48-52
 
-.. code-block:: default
+.. code-block:: Python
 
 
     mod = allo.invoke_mlir_parser(test_mlir_program)
@@ -106,11 +106,11 @@ program.
 
     module {
       func.func @matmul(%arg0: memref<32x32xi32>, %arg1: memref<32x32xi32>) -> memref<32x32xi32> {
-        %0 = memref.alloc() : memref<32x32xi32>
+        %alloc = memref.alloc() : memref<32x32xi32>
         %c0_i32 = arith.constant 0 : i32
-        linalg.fill ins(%c0_i32 : i32) outs(%0 : memref<32x32xi32>)
-        linalg.matmul ins(%arg0, %arg1 : memref<32x32xi32>, memref<32x32xi32>) outs(%0 : memref<32x32xi32>)
-        return %0 : memref<32x32xi32>
+        linalg.fill ins(%c0_i32 : i32) outs(%alloc : memref<32x32xi32>)
+        linalg.matmul ins(%arg0, %arg1 : memref<32x32xi32>, memref<32x32xi32>) outs(%alloc : memref<32x32xi32>)
+        return %alloc : memref<32x32xi32>
       }
     }
 
@@ -160,7 +160,7 @@ Then we can directly invoke the module with random inputs, and see if the result
 
 .. GENERATED FROM PYTHON SOURCE LINES 90-97
 
-.. code-block:: default
+.. code-block:: Python
 
 
     llvm_mod = allo.LLVMModule(mod, "matmul")
@@ -205,7 +205,7 @@ shows an example of how to use the tensor dialect to define a matmul program:
 
 .. GENERATED FROM PYTHON SOURCE LINES 121-135
 
-.. code-block:: default
+.. code-block:: Python
 
 
     tensor_program = """
@@ -236,7 +236,7 @@ Again, we can invoke the MLIR parser to check if the program is valid.
 
 .. GENERATED FROM PYTHON SOURCE LINES 139-143
 
-.. code-block:: default
+.. code-block:: Python
 
 
     mod = allo.invoke_mlir_parser(tensor_program)
@@ -252,13 +252,13 @@ Again, we can invoke the MLIR parser to check if the program is valid.
 
     module {
       func.func @matmul(%arg0: tensor<32x32xi32>, %arg1: tensor<32x32xi32>) -> tensor<32x32xi32> {
-        %0 = tensor.generate  {
+        %generated = tensor.generate  {
         ^bb0(%arg2: index, %arg3: index):
           %c0_i32 = arith.constant 0 : i32
           tensor.yield %c0_i32 : i32
         } : tensor<32x32xi32>
-        %1 = linalg.matmul ins(%arg0, %arg1 : tensor<32x32xi32>, tensor<32x32xi32>) outs(%0 : tensor<32x32xi32>) -> tensor<32x32xi32>
-        return %1 : tensor<32x32xi32>
+        %0 = linalg.matmul ins(%arg0, %arg1 : tensor<32x32xi32>, tensor<32x32xi32>) outs(%generated : tensor<32x32xi32>) -> tensor<32x32xi32>
+        return %0 : tensor<32x32xi32>
       }
     }
 
@@ -289,7 +289,7 @@ the lowering pass from tensor dialect to LLVM dialect, and that is something we
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  0.095 seconds)
+   **Total running time of the script:** (0 minutes 0.058 seconds)
 
 
 .. _sphx_glr_download_gallery_developer_02_mlir.py:
@@ -298,17 +298,14 @@ the lowering pass from tensor dialect to LLVM dialect, and that is something we
 
   .. container:: sphx-glr-footer sphx-glr-footer-example
 
+    .. container:: sphx-glr-download sphx-glr-download-jupyter
 
-
+      :download:`Download Jupyter notebook: developer_02_mlir.ipynb <developer_02_mlir.ipynb>`
 
     .. container:: sphx-glr-download sphx-glr-download-python
 
       :download:`Download Python source code: developer_02_mlir.py <developer_02_mlir.py>`
 
-    .. container:: sphx-glr-download sphx-glr-download-jupyter
-
-      :download:`Download Jupyter notebook: developer_02_mlir.ipynb <developer_02_mlir.ipynb>`
-
 
 .. only:: html
 

_sources/gallery/sg_execution_times.rst.txt

@@ -6,14 +6,41 @@
 
 Computation times
 =================
-**00:00.307** total execution time for **gallery** files:
-
-+-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_gallery_tutorial_01_get_started.py` (``tutorial_01_get_started.py``) | 00:00.105 | 0.0 MB |
-+-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_gallery_tutorial_02_vhls.py` (``tutorial_02_vhls.py``)               | 00:00.100 | 0.0 MB |
-+-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_gallery_developer_02_mlir.py` (``developer_02_mlir.py``)             | 00:00.095 | 0.0 MB |
-+-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_gallery_developer_01_ir_builder.py` (``developer_01_ir_builder.py``) | 00:00.006 | 0.0 MB |
-+-------------------------------------------------------------------------------------+-----------+--------+
+**00:00.608** total execution time for 4 files **from gallery**:
+
+.. container::
+
+  .. raw:: html
+
+    <style scoped>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
+    <link href="https://cdn.datatables.net/1.13.6/css/dataTables.bootstrap5.min.css" rel="stylesheet" />
+    </style>
+    <script src="https://code.jquery.com/jquery-3.7.0.js"></script>
+    <script src="https://cdn.datatables.net/1.13.6/js/jquery.dataTables.min.js"></script>
+    <script src="https://cdn.datatables.net/1.13.6/js/dataTables.bootstrap5.min.js"></script>
+    <script type="text/javascript" class="init">
+    $(document).ready( function () {
+        $('table.sg-datatable').DataTable({order: [[1, 'desc']]});
+    } );
+    </script>
+
+  .. list-table::
+   :header-rows: 1
+   :class: table table-striped sg-datatable
+
+   * - Example
+     - Time
+     - Mem (MB)
+   * - :ref:`sphx_glr_gallery_tutorial_02_vhls.py` (``tutorial_02_vhls.py``)
+     - 00:00.309
+     - 0.0
+   * - :ref:`sphx_glr_gallery_tutorial_01_get_started.py` (``tutorial_01_get_started.py``)
+     - 00:00.228
+     - 0.0
+   * - :ref:`sphx_glr_gallery_developer_02_mlir.py` (``developer_02_mlir.py``)
+     - 00:00.058
+     - 0.0
+   * - :ref:`sphx_glr_gallery_developer_01_ir_builder.py` (``developer_01_ir_builder.py``)
+     - 00:00.012
+     - 0.0