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WebDimensions that can be frequently changed are called dynamic dimensions. Dynamic shapes should be considered, when a real shape of input is not known at the time of the compile_model () method call. Below are several examples of dimensions that can be naturally dynamic: Sequence length dimension for various sequence processing … WebMar 12, 2024 · Enabling torchdynamo.config.dynamic_shapes will cause new graph breaks. Many models have code like assert x.shape == (1,2,3), if x.size (1) == 10, math.sqrt (x.shape [-1]), etc. This Python code operating on integer shapes is the defacto way to express many things in PyTorch. With static shapes, TorchDynamo can constant … shannon poteet ferry county washington
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