Benchmark Code

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Benchmark Code has 24 facts recorded in Dontopedia across 5 references, with 6 live disagreements.

24 facts·13 predicates·5 sources·6 in dispute

Mostly:rdf:type(4), imports(4), measures(3)

Inbound mentions (6)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`containsBenchmark`Contains Benchmark(1)

Elasticsearch Codeex:elasticsearch-code

`containsCode`Contains Code(1)

Mlx Branchex:mlx-branch

`derivedFrom`Derived From(1)

Performance Dataex:performance-data

`hasCodeSnippet`Has Code Snippet(1)

Turn 3504ex:turn-3504

`hasPart`Has Part(1)

Elasticsearch Codeex:elasticsearch-code

`partOf`Part of(1)

Setup Codeex:setup-code

Other facts (24)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

24 facts

Predicate	Value	Ref
Rdf:type	Performance Benchmark Script	[1]
Rdf:type	Python Code	[3]
Rdf:type	Python Script	[4]
Rdf:type	Performance Benchmark	[5]
Imports	Time Module	[3]
Imports	Datetime Timedelta	[3]
Imports	Loguru	[4]
Imports	Timeit	[4]
Measures	Logging Performance	[4]
Measures	indexing-time	[5]
Measures	query-time	[5]
Contains Section	Hnsw Testing Section	[1]
Contains Section	Ivf Pq Testing Section	[1]
Measures Execution Time	Forward Pass	[2]
Measures Execution Time	Backward Pass	[2]
Measures Metric	Indexing Duration	[5]
Measures Metric	Query Duration	[5]
Written in	Python	[1]
Does Not Perform	Model Training	[2]
Language	python	[3]
Defines Function	Measure Load Time	[3]
Contains	Setup Code	[4]
Uses Method	Time Measurement	[5]
Is Part of	Elasticsearch Code	[5]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

24 undated

—

typebeam/ea1c880d-666a-428b-9f18-ae4bdd751abe

ex:PerformanceBenchmarkScript

—

containsSectionbeam/ea1c880d-666a-428b-9f18-ae4bdd751abe

ex:hnsw-testing-section

—

containsSectionbeam/ea1c880d-666a-428b-9f18-ae4bdd751abe

ex:ivf-pq-testing-section

—

writtenInbeam/ea1c880d-666a-428b-9f18-ae4bdd751abe

ex:Python

—

measuresExecutionTimeblah/watt-activation/105

ex:forward-pass

—

measuresExecutionTimeblah/watt-activation/105

ex:backward-pass

—

doesNotPerformblah/watt-activation/105

ex:model-training

—

typebeam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc

ex:PythonCode

—

languagebeam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc

python

—

importsbeam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc

ex:time-module

—

importsbeam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc

ex:datetime-timedelta

—

definesFunctionbeam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc

ex:measure-load-time

—

typebeam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945

ex:PythonScript

—

importsbeam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945

ex:loguru

—

importsbeam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945

ex:timeit

—

measuresbeam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945

ex:logging-performance

—

containsbeam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945

ex:setup-code

—

measuresbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

indexing-time

—

measuresbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

query-time

—

typebeam/b0c69968-148d-412a-8238-e75eb88b5ed2

ex:PerformanceBenchmark

—

usesMethodbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

ex:time-measurement

—

measuresMetricbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

ex:indexing-duration

—

measuresMetricbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

ex:query-duration

—

isPartOfbeam/b0c69968-148d-412a-8238-e75eb88b5ed2

ex:elasticsearch-code

References (5)

5 references

[1]Ea1c880d 666a 428b 9f18 Ae4bdd751abe4 facts
ctx:claims/beam/ea1c880d-666a-428b-9f18-ae4bdd751abe
- full textbeam-chunk
  text/plain1 KBdoc:beam/ea1c880d-666a-428b-9f18-ae4bdd751abe
  Show excerpt
  index = faiss.IndexHNSWFlat(128, M) index.hnsw.efConstruction = efConstruction index.hnsw.efSearch = efSearch index.add(vectors) # Measure initial performance start_time = time.time() distances, indices = search_similar_vectors(query_vecto…
[2]1053 facts
ctx:discord/blah/watt-activation/105
- full textwatt-activation-105
  text/plain3 KBdoc:agent/watt-activation-105/561920dc-7f65-4ab4-80fa-8e3162aa9046
  Show excerpt
  [2026-03-08 19:26] xenonfun: ``` What They're Leaving on the Table 1. No mx.compile — Their benchmark and model run eagerly. From our experience with AnchorKAN at similar scale, compiled step gives ~1.5-2x throughput improvement on M…
[3]A2b0c17f 76d9 4d9f 8726 C4b1d0d483bc5 facts
ctx:claims/beam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc
- full textbeam-chunk
  text/plain1 KBdoc:beam/a2b0c17f-76d9-4d9f-8726-c4b1d0d483bc
  Show excerpt
  By following these steps, you can effectively integrate security measures into your development environment while maintaining performance. Here's a quick recap: 1. **Network Segmentation**: Use `iptables` to isolate the development environ…
[4]A9a51443 E0f8 4e75 Bd2d 8d3690fe39455 facts
ctx:claims/beam/a9a51443-e0f8-4e75-bd2d-8d3690fe3945
[5]B0c69968 148d 412a 8238 E75eb88b5ed27 facts
ctx:claims/beam/b0c69968-148d-412a-8238-e75eb88b5ed2
- full textbeam-chunk
  text/plain1 KBdoc:beam/b0c69968-148d-412a-8238-e75eb88b5ed2
  Show excerpt
  print(f"Time to index 1000 documents: {end_time - start_time:.2f} seconds") # Run queries start_time = time.time() for doc in test_data: response = es.search(index='synonyms', body={ 'query': { 'match': { …

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Benchmark Code

Inbound mentions (6)

containsBenchmarkContains Benchmark(1)

containsCodeContains Code(1)

derivedFromDerived From(1)

hasCodeSnippetHas Code Snippet(1)

hasPartHas Part(1)

partOfPart of(1)