Lines Matching refs:inference

3 Shape inference as discussed here is considered a specific instance of type
4 inference for [ShapedType][ShapedType]. Type constraints are along (at least)
13 Type inference is currently modelled executionally for operation creation using the
16 inference. The return type can often be deduced from the deduced return shape
18 inference for tensor types can be implemented with `InferShapedTypeOpInterface`.
22 The C++ interfaces are the base mechanism whereby shape inference is queried and
25 Initially the shape inference will be declaratively specified using:
43 Shape inference is currently tested alongside type inference by
56 This section details the shape type inference dialect (`shape`). The initial
82 The requirements for the shape inference functions are determined by the
83 requirements of shape inference, but we believe the requirements below still
84 allow freedom to consider different shape inference approaches and so we do not
85 impose a particular shape inference approach here.
87 #### Shape inference functions
131 *   Shape inference functions are expressible at runtime
179     shape inference.
182         useful when used from shape inference;
200 1.  Describe the shape inference approach that will use the shape functions;
212         the literature that the iteration order for shape inference affect the
216     *   To enable scalable/cheap shape inference, the shape functions do not
226 #### Inline shape inference checks {#inline}
235 shape inference should not insert constructs that interfere with optimization
254 inference dialect, so we are starting there. Especially for operations described in a
262 #### What shape inference approach is being suggested here?
264 None. There are multiple different shape inference approaches that we could