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### Feature description
A tensor representation that only stores data for positions where the value non-zero. Operations on sparse tensors could then be optimized based on the fact that most of the t…
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Tensors after prunning are of the same dimensions as before but with 0s in it to denote pruned connection.
How could I cast tensors to sparse format? Any idea?
@arjun-majumdar
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I'm a SWE at LinkedIn ML infra. In fact, our team is investigating if we can somehow adopt Triton Server in our use of GPU.
We have one question regarding to the dynamic batching capability of Triton…
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Hey @fchollet,
do you have any roadmap to implement sparse tensors for the different backends?
- tf seems to have only one implementation of sparse tensors [COO](https://www.tensorflow.org/guide/s…
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Hi!
It would be nice to have a way to assign values to the specific position in the sparse tensor.
Are there any workarounds that allow to set a values to the specific index?
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Sparse vector is a frequently asked feature.
* Arrow C++/Python has sparse tensor https://arrow.apache.org/docs/cpp/api/tensor.html#sparse-tensors
* Arrow rust does not have dense / sparse tensor …
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I'm using the taco C++ API (built with OpenMP ON) to compute the contraction between two sparse tensors using this code:
```
Format csf({Sparse, Sparse, Sparse, Sparse});
Tensor X = read("x.tns", c…
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### 🚀 The feature, motivation and pitch
I am working with weight matrices that look as follows:
As you can tell, considerable parts of the tensor are 0 and do not influence the output. Typical…
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maybe I can take advantage of these two libraries
- [cusparse](https://docs.nvidia.com/cuda/cusparse/index.html)
- [mir.sparse](http://docs.mir.dlang.io/latest/mir_sparse.html)
maybe this issue t…
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Torch has support for sparse tensors, I don't think it will be hard to surface it up to DiffSharp (once we successfully codegen the necessary TorchSharp API, which @moloneymb is working on).
Do w…
dsyme updated
3 years ago