Dontopedia

:.4f

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

:.4f has 11 facts recorded in Dontopedia across 5 references, with 3 live disagreements.

11 facts·6 predicates·5 sources·3 in dispute

Mostly:rdf:type(3), used in(2), specifies(1)

Maturity scale raw canonical shape-checked rule-derived certified

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
Rdf:typeFormat Specifier[2]
Rdf:typeFormat Specification[3]
Rdf:typeOutput Specification[4]
Used inPrint Statement 1[2]
Used inPrint Statement 2[2]
SpecifiesTwo Decimal Precision[1]
Specifies Precision4[3]
Controlstwo decimal places[4]
Applies toLoss Value[5]

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.

specifiesbeam/401284ac-4b49-4678-a3e2-aa44c5ceacbb
ex:two-decimal-precision
typebeam/59323be7-0344-48af-a986-55126680111b
ex:FormatSpecifier
labelbeam/59323be7-0344-48af-a986-55126680111b
.2f formatting
usedInbeam/59323be7-0344-48af-a986-55126680111b
ex:print-statement-1
usedInbeam/59323be7-0344-48af-a986-55126680111b
ex:print-statement-2
typebeam/489950f5-8a6b-41bc-89ca-958506c8e179
ex:FormatSpecification
labelbeam/489950f5-8a6b-41bc-89ca-958506c8e179
:.4f
specifiesPrecisionbeam/489950f5-8a6b-41bc-89ca-958506c8e179
4
typebeam/7ba60581-efb1-48dc-ae4e-5da742180b42
ex:OutputSpecification
controlsbeam/7ba60581-efb1-48dc-ae4e-5da742180b42
two decimal places
appliesTobeam/d37ddcd2-e87b-45fe-94fd-23a99f3a695e
ex:loss-value

References (5)

5 references
  1. ctx:claims/beam/401284ac-4b49-4678-a3e2-aa44c5ceacbb
    • full textbeam-chunk
      text/plain1 KBdoc:beam/401284ac-4b49-4678-a3e2-aa44c5ceacbb
      Show excerpt
      print(f"Adjusted nprobe search time: {end_time - start_time:.2f} seconds") ``` By systematically adjusting these parameters, you can find the optimal configuration that balances search speed and accuracy for your application. [Turn 1978]
  2. ctx:claims/beam/59323be7-0344-48af-a986-55126680111b
  3. ctx:claims/beam/489950f5-8a6b-41bc-89ca-958506c8e179
  4. ctx:claims/beam/7ba60581-efb1-48dc-ae4e-5da742180b42
    • full textbeam-chunk
      text/plain1 KBdoc:beam/7ba60581-efb1-48dc-ae4e-5da742180b42
      Show excerpt
      queries = ["example query"] * 6000 # Measure the latency of processing multiple queries in parallel start_time = time.time() results = process_queries(queries) end_time = time.time() latency = end_time - start_time print(f"Total latency fo
  5. ctx:claims/beam/d37ddcd2-e87b-45fe-94fd-23a99f3a695e
    • full textbeam-chunk
      text/plain1 KBdoc:beam/d37ddcd2-e87b-45fe-94fd-23a99f3a695e
      Show excerpt
      # Calculate average loss for the epoch avg_loss = running_loss / len(data_loader) print(f'Epoch [{epoch + 1}/100], Loss: {avg_loss:.4f}, LR: {optimizer.param_groups[0]["lr"]}') # Step the scheduler s

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