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Reproduce the TPC-H work that @rjzamora has been looking into with Dask+cuDF and the TPC-H work Coiled has been doing with Dask but on Databricks.
https://tpch.coiled.io/
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[Coleman et al.](https://arxiv.org/pdf/2104.03221.pdf) showed that reordering the nodes in every layer such that the neighbors of each node are laid out closer in memory improves query time performanc…
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I got the performance as follows:
maskrcnn_benchmark.inference INFO: OrderedDict([('bbox', OrderedDict([('AP', -1.0), ('AP50', -1.0), ('AP75', -1.0), ('APs', -1.0), ('APm', -1.0), ('APl', -1.0)])), …
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From @ViralBShah :
> https://github.com/JuliaLang/julia/issues/15874
>
> Folks, this is another non-trivial benchmark. It is the ALS algorithm. We have some work to improve the multi-threading perfo…
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when downloading datasets，we met two errors, error info is shown as below:
A.
Initializing download: https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/bigann/base.1B.u8bin
Unable to con…
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Do folks believe that the following classifier is worth implementing?
> Naseem, I., Togneri, R. and Bennamoun, M., 2010. Linear regression for face recognition. IEEE transactions on pattern analysi…
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Thank you for the great benchmark.
Amazon Reviews Corpus seems to be inaccessible.
```
$ wget https://s3.amazonaws.com/amazon-reviews-pds/tsv/amazon_reviews_multilingual_JP_v1_00.tsv.gz
--2023…
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small benchmark study comparing models on commonly used dataset (in research papers). output a blog post and reproducible experiments code
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### 🚀 The feature
We need to add benchmark test sets so folks can run on models / embeddings / systems
A few essentials:
* BEIR for information retrieval
* MTEB for embeddings
* Some stuff from…
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Roadmap for our users (to state feature requests) and contributors.
*\* Low priority tasks.*
**2022Q? (2022.4.2 - ):**
- Lane detection methods
- [ ] *ConvNeXt
- [ ] Add and test VGG1…