Comments (6)
Thanks! We definitely are looking for some advancements on contraction algorithms. If you want to make a PR, we would love to include it! :)
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Sure, we can look into it. It might be easiest to add a single algorithm at first to your contractors to see how the implementation goes. What about starting with the "optimal" algorithm?
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That would be awesome! Feel free to email me if you need any help.
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@dgasmith Out of interest: Are there any plans to do opt_einsum's path optimization in e.g. cython in the future? I am guessing it could make a significant difference to the performance of, say, the optimal path algorithm.
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This is something I would love to do and would help our downstream packages. Making an issue on the opt_einsum
GitHub would be a good place to get started and we could figure out how we would implement this. My bet that most of the bottlenecks at this point are in the cost evaluations and set logic which could have extremely fast C implementations.
Apologies for not making progress on this issue, my time is a bit swamped at the moment. I should be able to get back to this issue in September (!).
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We've added most of the determanistic algorithms from opt_einsum
as of #173. Any upgrades to opt_einsum
now will be immediately incorporated into this library. ^-^
We had some issues getting the random contractors integrated, as they seem to not exist in the pip package. (See dgasmith/opt_einsum#93) Once that is fixed, integrating them should be one liners.
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Related Issues (20)
- Flaky Test when seed not used HOT 5
- Flaky test (always fails) when seeds are removed HOT 1
- Test `test_gmres_on_larger_random_problem` fails without seeds
- symmetric backend very slow for PEPS tensors HOT 4
- Home Network
- lack sqrt operation in tensornetwork/matrixproductstates/infinite_mps.py
- TensorNetwork backend for QuTiP. HOT 2
- Bug for numpy backend ``sum`` method HOT 3
- SVD on jax backend and thus ``split_node`` cannot be jitted when ``max_truncation_err`` is set
- Bug of setting `center_position` in `apply_two_site_gate` when there's no truncation
- Quantum hardware system integration with TensorNetwork
- Missing code for TensorNetwork Machine Learning HOT 1
- `backend.item` in MPS calculation is incompatible with autograd in jax HOT 2
- The lack of tensor-train RNNs for latest tf/keras HOT 1
- Parallelism Contractors HOT 1
- Question: Vector to FiniteMPS?
- Is there a simple way to multiply a scalar to the tensor values of a node that is part of a network of tensors? HOT 2
- Maintenance of this repository HOT 3
- Tensor
- Pf
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