Dontopedia

CNN benchmark

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CNN benchmark has 10 facts recorded in Dontopedia across 3 references, with 1 live disagreement.

10 facts·7 predicates·3 sources·1 in dispute

Mostly:uses datasets(3), compares(1), significantly slower on cpu vs cuda(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (3)

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canRunNowCan Run Now(1)

isTypeOfIs Type of(1)

partOfReplicationPart of Replication(1)

Other facts (9)

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.

9 facts
PredicateValueRef
Uses DatasetsCifar 10 2k 1k[1]
Uses DatasetsFashion Mnist 1k 500[1]
Uses DatasetsMnist 5k 1k[1]
ComparesSymbiogenesis Vs Baselines[1]
Significantly Slower on Cpu Vs Cudanull[2]
Tests Conv2d Performancenull[2]
Took Time onmost of a day[2]
Is Roughnull[2]
Rdf:typeBenchmark[3]

Timeline

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.

comparesblah/watt-activation/part-466
ex:symbiogenesis-vs-baselines
usesDatasetsblah/watt-activation/part-466
ex:cifar-10-2k-1k
usesDatasetsblah/watt-activation/part-466
ex:fashion-mnist-1k-500
usesDatasetsblah/watt-activation/part-466
ex:mnist-5k-1k
significantlySlowerOnCpuVsCudablah/watt-activation/part-475
null
testsConv2dPerformanceblah/watt-activation/part-475
null
tookTimeOnblah/watt-activation/part-475
most of a day
isRoughblah/watt-activation/part-475
null
typeblah/watt-activation/473
ex:Benchmark
labelblah/watt-activation/473
CNN benchmark

References (3)

3 references
  1. [1]Part 4664 facts
    ctx:discord/blah/watt-activation/part-466
  2. [2]Part 4754 facts
    ctx:discord/blah/watt-activation/part-475
  3. [3]4732 facts
    ctx:discord/blah/watt-activation/473
    • full textwatt-activation-473
      text/plain2 KBdoc:agent/watt-activation-473/bbee128e-eb0e-43a7-904e-88cd885d13dd
      Show excerpt
      [2026-03-21 19:47] xenonfun: ``` ⏺ Both done. Side-by-side comparison: ┌──────────┬─────────────┬────────────┐ │ │ Finite-diff │ Analytical │ ├──────────┼─────────────┼────────────┤ │ Best BPB │ 2.04 │ 2.19 │

See also

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