WebFeb 7, 2024 · File "symbolic_shape_infer.py", line 2096, in args.guess_output_rank, args.verbose) File "symbolic_shape_infer.py", line 2062, in infer_shapes raise … WebRaise code symbolic_shape_inference = SymbolicShapeInference(int_max, auto_merge, guess_output_rank, verbose) all_shapes_inferred = False symbolic_shape_inference ...
FX `Proxy` and shapes - FX (Functional Transformations)
WebApr 3, 2024 · Goals and Non-Goals. Our goal is to fix the shape inference gap in scenarios where: Shape computations are done in branches (refer to limitation 1) Symbolic … WebThis method can produce symbolic shape inference results but suffers from the dynamic nature of the host programming language Python. In this paper, we propose a novel approach for type, shape, and symbolic shape inference of dynamic computation graphs as a mixture of the above two methods. unshackled waveray wow
Shape Inference - MLIR - LLVM
WebJun 30, 2024 · We do want to place some limitations on the symbolic shapes in terms of defining the restrictions for the profiles. For example, the basic inference profile represents a set of devices like microcontrollers where the compiler needs to be able to fully resolve the shapes during the compilation process to enable memory planning. WebIn this paper, we propose a shape-inference-based approach to enhance constraint independence optimization.We propose a shape inference algorithm to split the symbolic variable into multiple fields and perform constraint independence optimization as the fields of symbolic variables. WebJun 15, 2024 · This paper proposes a novel approach for type, shape, and symbolic shape inference of dynamic computation graphs as a mixture of the above two methods and … recipes using canned mustard greens