docs(mge): refactor docs to remove warnings

GitOrigin-RevId: efefc2a4a21027600d1ac3156c648bb987d039e4

imperative/python/megengine/functional/debug_param.py

@@ -24,7 +24,7 @@ if os.getenv("MEGENGINE_CONV_EXECUTION_STRATEGY") != None:
 
 def get_execution_strategy() -> Strategy:
     """
-    Returns the execution strategy of :class:`~.Conv2d` and :func:'~.matmul'
+    Returns the execution strategy of :class:`~module..Conv2d` and :func:`~.matmul`
 
     See :func:`~.set_execution_strategy` for possible return values
     """
@@ -33,9 +33,9 @@ def get_execution_strategy() -> Strategy:
 
 def set_execution_strategy(option):
     """
-    Sets the execution strategy of :class:`~.Conv2d` and :func:'~.matmul'
+    Sets the execution strategy of :class:`~module.Conv2d` and :func:`~.matmul`
 
-    :param option: Decides how :class:`~.Conv2d`and :func:'~.matmul' algorithms are chosen.
+    :param option: Decides how :class:`~module.Conv2d`and :func:`~.matmul` algorithms are chosen.
         Available value Strategy
         * HEURISTIC uses heuristic to choose the fastest algorithm.
         * PROFILE runs possible algorithms on real device to find the best one.

imperative/python/megengine/module/conv.py

@@ -144,9 +144,9 @@ class Conv1d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(out_channels, in_channels, kernel_size)``,
-            if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, kernel_size)``
-        :attr:`bias` usually has shape ``(1, out_channels, 1)``
+       * ``weight`` usually has shape ``(out_channels, in_channels, kernel_size)`` ,
+         if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, kernel_size)``
+       * ``bias`` usually has shape ``(1, out_channels, 1)``
 
     Examples:
 
@@ -309,9 +309,9 @@ class Conv2d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(out_channels, in_channels, height, width)``,
-            if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, height, width)``
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(out_channels, in_channels, height, width)`` ,
+         if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, height, width)``
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
 
     Examples:
 
@@ -455,9 +455,9 @@ class Conv3d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(out_channels, in_channels, depth, height, width)``,
-            if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, depth, height, width)``
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(out_channels, in_channels, depth, height, width)`` ,
+         if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, depth, height, width)``
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
 
     Examples:
 
@@ -587,9 +587,10 @@ class ConvTranspose2d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(in_channels, out_channels, height, width)``,
-            if groups is not 1, shape will be ``(groups, in_channels // groups, out_channels // groups, height, width)``
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(in_channels, out_channels, height, width)`` ,
+         if groups is not 1, shape will be ``(groups, in_channels // groups, out_channels // groups, height, width)``
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
+
     """
 
     def __init__(
@@ -685,9 +686,10 @@ class LocalConv2d(Conv2d):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(out_height, out_width, in_channels, height, width, in_channels)``,
-            if groups is not 1, shape will be ``(groups, out_height, out_width, in_channels // groups, height, width, out_channels // groups)``
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(out_height, out_width, in_channels, height, width, in_channels)`` ,
+         if groups is not 1, shape will be ``(groups, out_height, out_width, in_channels // groups, height, width, out_channels // groups)``
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
+
     """
 
     def __init__(
@@ -788,9 +790,9 @@ class DeformableConv2d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(out_channels, in_channels, height, width)``,
-            if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, height, width)``
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(out_channels, in_channels, height, width)`` ,
+         if groups is not 1, shape will be ``(groups, out_channels // groups, in_channels // groups, height, width)``
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
 
     """
 
@@ -898,8 +900,9 @@ class ConvTranspose3d(_ConvNd):
 
     .. note::
 
-        :attr:`weight` usually has shape ``(in_channels, out_channels, depth, height, width)``.
-        :attr:`bias` usually has shape ``(1, out_channels, *1)``
+       * ``weight`` usually has shape ``(in_channels, out_channels, depth, height, width)`` .
+       * ``bias`` usually has shape ``(1, out_channels, *1)``
+
     """
 
     def __init__(

imperative/python/megengine/module/pooling.py

@@ -104,7 +104,7 @@ class AvgPool2d(_PoolNd):
     :param stride: the stride of the window. Default value is kernel_size。
     :param padding: implicit zero padding to be added on both sides.
     :param mode: whether to count padding values. "average" mode will do counting and 
-    "average_count_exclude_padding" mode won't do counting. 
+        "average_count_exclude_padding" mode won't do counting. 
         Default: "average_count_exclude_padding"
 
     Examples: