nestedtensor
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pytorch
[Prototype] Tools for the concurrent manipulation of variably sized Tensors.
## 🚀 Feature This is two related features packed in one. The first one is to support nesting of nested tensors, i.e., this operation should succeed: ``` list_of_nts = [nested_tensor_1,...
Reading up on the repo and came across this codeline with an if statement that looks bugged. Changing `getattr` to `hasattr` should fix things. https://github.com/pytorch/nestedtensor/blob/3e535a7ff0b8c12126fbb202eec9943b7e7ee09d/nestedtensor/nested/nested.py#L178
#### Motivation Introduce NestedTensor as a means of converting and standardizing lists of Tensors of different sizes. ##### Value to the user Construct a single data structure that any operator...
Guys, this is a very general comment and FYI... To some extent you guys seem to be viewing NestedTensor as a generic ragged-tensor data structure, similar to TensorFlow's RaggedTensor. I...
## 🚀 Feature A nested tensor version of the scan operators (e.g. cumsum, cumprod). ## Motivation This will be super useful for volume rendering, which involves cumsum / cumprod operations...
I have a model where I would love to use NestedTensor, I have a lot of padding going on and nested tensors would save a lot of memory, the net...
Hi, first of all, thanks for this awesome project. It could be largely useful for sequential machine learning with convnets. I stumbled upon a [related project - k2](https://github.com/k2-fsa/k2) that also...
In general the target plaform is restricted to linux (Ubuntu) and CUDA 10.2. We might want to ship a cpu-only package for faster testing and smaller binaries which is useful...