Dontopedia

pairwise mode

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

pairwise mode has 18 facts recorded in Dontopedia across 8 references, with 2 live disagreements.

18 facts·15 predicates·8 sources·2 in dispute

Mostly:rdf:type(2), has throughput it s at l256(1), dominated by(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (9)

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.

comparesModesCompares Modes(1)

competesWithPairwiseCompetes With Pairwise(1)

hasIdenticalMemoryToHas Identical Memory to(1)

hasMemorySimilarToHas Memory Similar to(1)

hasSameShapeAsHas Same Shape As(1)

involvesInvolves(1)

isSlowerThanIs Slower Than(1)

isViableAlternativeIs Viable Alternative(1)

outperformsPairwiseOutperforms Pairwise(1)

Other facts (16)

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.

16 facts
PredicateValueRef
Rdf:typeOperating Mode[5]
Rdf:typeMode[7]
Has Throughput It S at L256115[1]
Dominated byLarge O L2 Coupling Matrix[2]
Has It Per S Rrange at L256117-206[2]
Has Large MatmulCoupling Matrix[2]
Speedup From Compile Percent+10[2]
Probably Dominated by MatrixO L2 Coupling Matrix[2]
Sees Modest Gain From CompileMx Compile[2]
R Value Dropped on Cleaned CorpusTrue[3]
Has Speedup+42%[4]
Iterations Per Second Increase85 to 121[4]
Has Throughput115 it/s[6]
Sees Modest Gain From Compilationtrue[7]
Dominant Componentlarge O(L²) coupling matrix[7]
ComputesTwo Matrices[8]

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.

18 undated
—
hasThroughputItSAtL256blah/watt-activation/part-58
115
—
dominatedByblah/watt-activation/part-62
ex:large-o-l2-coupling-matrix
—
hasItPerSRrangeAtL256blah/watt-activation/part-62
117-206
—
hasLargeMatmulblah/watt-activation/part-62
ex:coupling-matrix
—
speedupFromCompilePercentblah/watt-activation/part-62
+10
—
probablyDominatedByMatrixblah/watt-activation/part-62
ex:o-l2-coupling-matrix
—
seesModestGainFromCompileblah/watt-activation/part-62
ex:mx-compile
—
rValueDroppedOnCleanedCorpusblah/watt-activation/part-60
ex:true
—
hasSpeedupblah/watt-activation/part-63
+42%
—
iterationsPerSecondIncreaseblah/watt-activation/part-63
85 to 121
—
typeblah/watt-activation/48
ex:OperatingMode
—
labelblah/watt-activation/48
pairwise mode
—
labelblah/watt-activation/58
pairwise mode
—
hasThroughputblah/watt-activation/58
115 it/s
—
typeblah/watt-activation/62
ex:Mode
—
seesModestGainFromCompilationblah/watt-activation/62
true
—
dominantComponentblah/watt-activation/62
large O(L²) coupling matrix
—
computesblah/watt-activation/65
ex:two-matrices

References (8)

8 references
  1. [1]Part 581 fact
    ctx:discord/blah/watt-activation/part-58
  2. [2]Part 626 facts
    ctx:discord/blah/watt-activation/part-62
  3. [3]Part 601 fact
    ctx:discord/blah/watt-activation/part-60
  4. [4]Part 632 facts
    ctx:discord/blah/watt-activation/part-63
  5. [5]482 facts
    ctx:discord/blah/watt-activation/48
    • full textwatt-activation-48
      text/plain3 KBdoc:agent/watt-activation-48/17fbe6b3-28dd-44cc-9e32-ece98c3e9a74
      Show excerpt
      [2026-03-07 06:49] xenonfun: ``` All 6 configs completed successfully — no crashes. Full summary: Complex Oscillator Sweep Results (20K iters, 8K vocab) ┌──────────────────┬───────────┬──────────┬────────────────────────────────┐ │ …
  6. [6]582 facts
    ctx:discord/blah/watt-activation/58
    • full textwatt-activation-58
      text/plain3 KBdoc:agent/watt-activation-58/2b893cf3-b6f9-4fdb-a94d-202a521b9459
      Show excerpt
      [2026-03-07 09:29] xenonfun: ``` Anchor v3 running. On memory — the anchor overhead is minimal: Anchor v3 extra parameters per layer (m=32): - anchor_re/im: 32 × 4 phases = 256 floats - anchor_omega: 256 floats - W_anchor_q: 320 ×…
  7. [7]623 facts
    ctx:discord/blah/watt-activation/62
    • full textwatt-activation-62
      text/plain2 KBdoc:agent/watt-activation-62/a54e16c9-84e0-4825-8097-9ebef4dc861d
      Show excerpt
      [2026-03-07 14:44] xenonfun: L512/L1024/L2048 data [2026-03-07 14:50] xenonfun: (files: phase_diagram_r_vs_ppl.png, training_trajectories_r_vs_ppl.png, scaling_r_and_ppl_vs_seqlen.png) [2026-03-07 14:51] xenonfun: ``` +### Per-configuratio…
  8. [8]651 fact
    ctx:discord/blah/watt-activation/65
    • full textwatt-activation-65
      text/plain3 KBdoc:agent/watt-activation-65/3eb67599-95d0-41e7-8dbb-3ef5adce2574
      Show excerpt
      [2026-03-07 15:47] xenonfun: ``` What the simplification would lose The "near-zero-cost drop-in" claim is mostly right for a single-layer, single-step model. But there are structural features the Kuramoto architecture provides that a n…

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