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Top 23 Benchmark Open-Source Projects
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Search "benchmarking tools for linux" and decide that hyperfine is good for what I'm doing. Run Jennifer's new python script against my refactored perl and find that the python is 1.26 times faster for k=3 and 1.47 times faster for k=4. For the Covid-19 sequence, these are both on the order of hundreds of milliseconds.
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Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31
In this case there's no advantage to using logistic regression on an image other than the novelty. Logistic regression is excellent for feature explainability, but you can't explain anything from an image.
Traditional classification algorithms but not deep learning such as SVMs and Random Forest perform a lot better on MNIST, up to 97% accuracy compared to the 88% from logistic regression in this post. Check the Original MNIST benchmarks here: http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/#
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Project mention: Stop Guessing, Start Measuring: Transform Your Code with BenchmarkDotnet! | dev.to | 2024-02-13
Let’s look at the first example you see, when you open up BenchmarkDotnet’s website, or Github page.
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Project mention: How can I check the execution time of a program rendered in SFML? | /r/cpp_questions | 2023-12-05
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Neat. Thanks for sharing!
Interestingly, may-minihttp is faring very well in the TechEmpower benchmark [1], for whatever those benchmarks are worth. The code is also surprisingly straightforward [2].
[1] https://www.techempower.com/benchmarks/
[2] https://github.com/TechEmpower/FrameworkBenchmarks/blob/mast...
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Project mention: Is it better to not use the Target Update Frequency in Double DQN or depends on the application? | /r/reinforcementlearning | 2023-07-05
The tianshou implementation I found at https://github.com/thu-ml/tianshou/blob/master/tianshou/policy/modelfree/dqn.py is DQN by default.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Sometimes you need to do a load test on MySQL Database to test Auto-Scaling for example. I found a very useful tool called Sysbench that I will present in this article.
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The three popular options for benchmarking in Rust are: libtest bench, Criterion, and Iai.
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yet-another-bench-script
YABS - a simple bash script to estimate Linux server performance using fio, iperf3, & Geekbench
Project mention: Yet Another VPS Benchmark – Cloudfanatic, DigitalOcean, Linode, Vultr [Aug 2023] | news.ycombinator.com | 2023-08-26Interesting benchmark script [1], but the post really would benefit from a comparison table or graphs.
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XcodeBenchmark
XcodeBenchmark measures the compilation time of a large codebase on iMac, MacBook, and Mac Pro
Project mention: 2023 Mac Mini 10 Core M2 Pro – A Beast for Xcode Compilation | news.ycombinator.com | 2024-02-08 -
tsung
Tsung is a high-performance benchmark framework for various protocols including HTTP, XMPP, LDAP, etc.
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SaaSHub
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Benchmark related posts
- Variant in Apache Doris 2.1.0: a new data type 8 times faster than JSON for semi-structured data analysis
- Ntex: Powerful, pragmatic, fast framework for composable networking services
- S3 Benchmark: Measure Amazon S3's performance from any location
- The PullRequestBenchmark: The Final Countdown to Full Developer Job Automation?
- Faster tetranucleotide (k-mer) frequencies!
- OneRepo: JavaScript/TS monorepo toolchain for safe, strict, fast development
- RAG is Dead. Long Live RAG!
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A note from our sponsor - SaaSHub
www.saashub.com | 29 Mar 2024
Index
What are some of the best open-source Benchmark projects? This list will help you:
Project | Stars | |
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1 | hyperfine | 19,598 |
2 | fashion-mnist | 11,439 |
3 | awesome-semantic-segmentation | 10,220 |
4 | BenchmarkDotNet | 9,940 |
5 | benchmark | 8,325 |
6 | FrameworkBenchmarks | 7,342 |
7 | tianshou | 7,278 |
8 | web-frameworks | 6,879 |
9 | sysbench | 5,743 |
10 | benchmark.js | 5,488 |
11 | mmpose | 4,883 |
12 | ann-benchmarks | 4,484 |
13 | criterion.rs | 4,094 |
14 | mmaction2 | 3,825 |
15 | Baichuan2 | 3,820 |
16 | coost | 3,798 |
17 | oha | 3,665 |
18 | yet-another-bench-script | 3,592 |
19 | awesome-http-benchmark | 3,155 |
20 | Baichuan-13B | 2,940 |
21 | Derailed Benchmarks | 2,916 |
22 | XcodeBenchmark | 2,877 |
23 | tsung | 2,502 |