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TensorOperationsTBLIS

Julia wrapper for TBLIS with TensorOperations.jl

https://github.com/quantumkithub/tensoroperationstblis.jl

Science Score: 44.0%

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    Found CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (5.5%) to scientific vocabulary

Keywords

tensor tensor-contraction tensor-operations tensor-trace
Last synced: 6 months ago · JSON representation ·

Repository

Julia wrapper for TBLIS with TensorOperations.jl

Basic Info
  • Host: GitHub
  • Owner: QuantumKitHub
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Homepage:
  • Size: 47.9 KB
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 5
Topics
tensor tensor-contraction tensor-operations tensor-trace
Created almost 3 years ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README.md

TensorOperationsTBLIS.jl

Julia wrapper for TBLIS with TensorOperations.jl.

CI CI (Julia nightly)

Currently provides implementations of tensorcontract!, tensoradd! and tensortrace! for array types compatible with Strided.jl, i.e. StridedView{<:BlasFloat}. These can be accessed through the backend system of TensorOperations, i.e.

```julia using TensorOperations using TensorOperationsTBLIS

tblisbackend = TBLIS() α = randn() A = randn(5, 5, 5, 5, 5, 5) B = randn(5, 5, 5) C = randn(5, 5, 5) D = zeros(5, 5, 5)

@tensor backend = tblisbackend begin D2[a, b, c] = A[a, e, f, c, f, g] * B[g, b, e] + α * C[c, a, b] E2[a, b, c] := A[a, e, f, c, f, g] * B[g, b, e] + α * C[c, a, b] end ```

Additionally, the number of threads used by TBLIS can be set by:

julia TensorOperationsTBLIS.set_num_threads(4) @show TensorOperationsTBLIS.get_num_threads()

Notes

  • This implementation of TBLIS for TensorOperations.jl is only supported from v5 of TensorOperations.jl onwards. For v4, an earlier version of this package exists. For older versions, you could look for BliContractor.jl or TBLIS.jl.

Owner

  • Name: QuantumKitHub
  • Login: QuantumKitHub
  • Kind: organization

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Devos"
  given-names: "Lukas"
  orcid: "https://orcid.org/0000-0002-0256-4200"

title: "TensorOperationsTBLIS"
version: 0.2.0
doi: 10.5281/zenodo.13234879 
date-released: 2024-06-15
url: "https://github.com/lkdvos/TensorOperationsTBLIS.jl"

GitHub Events

Total
  • Create event: 4
  • Commit comment event: 3
  • Release event: 1
  • Delete event: 2
  • Issue comment event: 3
  • Push event: 12
  • Pull request review comment event: 18
  • Pull request review event: 8
  • Pull request event: 5
Last Year
  • Create event: 4
  • Commit comment event: 3
  • Release event: 1
  • Delete event: 2
  • Issue comment event: 3
  • Push event: 12
  • Pull request review comment event: 18
  • Pull request review event: 8
  • Pull request event: 5

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.5
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 2
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.5
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 2
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Top Authors
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  • dependabot[bot] (2)
  • Jutho (1)
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Packages

  • Total packages: 1
  • Total downloads:
    • julia 1 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
juliahub.com: TensorOperationsTBLIS

Julia wrapper for TBLIS with TensorOperations.jl

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1 Total
Rankings
Dependent repos count: 10.2%
Dependent packages count: 37.6%
Average: 39.0%
Stargazers count: 54.1%
Forks count: 54.1%
Last synced: 6 months ago

Dependencies

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.github/workflows/format_check.yml actions
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