Dontopedia

spectra

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

spectra has 11 facts recorded in Dontopedia across 6 references.

11 facts·9 predicates·6 sources

Mostly:has shape(2), are unit vectors(1), has unit norm(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (3)

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.

containsContains(1)

includesKeyIncludes Key(1)

usesUses(1)

Other facts (10)

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.

10 facts
PredicateValueRef
Has Shape(B, T, G, H)[2]
Has Shape(B, T, G, H)[5]
Are Unit Vectorsnull[1]
Has Unit Normnull[1]
Lives onS^{H-1}[1]
Updated ViaSync Update[1]
Used inEinsum Gj Btjh Btgh[1]
Rdf:typeVariable[3]
Type ofMetric Data[4]
Stored inLast Metrics[4]

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.

11 undated
—
areUnitVectorsblah/watt-activation/part-136
null
—
hasUnitNormblah/watt-activation/part-136
null
—
livesOnblah/watt-activation/part-136
S^{H-1}
—
updatedViablah/watt-activation/part-136
ex:sync-update
—
usedInblah/watt-activation/part-136
ex:einsum-gj-btjh-btgh
—
hasShapeblah/watt-activation/part-185
(B, T, G, H)
—
typeblah/watt-activation/136
ex:Variable
—
typeOfblah/watt-activation/184
ex:metric-data
—
storedInblah/watt-activation/184
ex:_last_metrics
—
hasShapeblah/watt-activation/185
(B, T, G, H)
—
labelblah/watt-activation/222
spectra

References (6)

6 references
  1. [1]Part 1365 facts
    ctx:discord/blah/watt-activation/part-136
  2. [2]Part 1851 fact
    ctx:discord/blah/watt-activation/part-185
  3. [3]1361 fact
    ctx:discord/blah/watt-activation/136
    • full textwatt-activation-136
      text/plain2 KBdoc:agent/watt-activation-136/b63e2d8b-e5e6-437a-bc06-afc61927522e
      Show excerpt
      [2026-03-09 06:01] xenonfun: okay we got issue: ``` step 10300/16670 61.8% loss=6.1309 ppl= 459.8 lr=4.03e-05 642ms 12,764tok/s eta=68min step 10400/16670 62.4% loss=nan ppl= nan lr=3.95e-05 644ms 12,714tok/s eta=67min s…
  4. [4]1842 facts
    ctx:discord/blah/watt-activation/184
    • full textwatt-activation-184
      text/plain2 KBdoc:agent/watt-activation-184/bd60859b-3b94-475c-ba0c-71544048a50a
      Show excerpt
      [2026-03-10 02:24] xenonfun: # Data flows real extraction costs of metrics (files: Screenshot_2026-03-09_at_10.24.28_PM.png) [2026-03-10 02:31] lisamegawatts: also for the non zero init, it should be frequencies [2026-03-10 02:31] lisamegaw…
  5. [5]1851 fact
    ctx:discord/blah/watt-activation/185
    • full textwatt-activation-185
      text/plain3 KBdoc:agent/watt-activation-185/fcee3d0e-68fc-4f0b-ad9d-157115bfbade
      Show excerpt
      [2026-03-10 02:38] lisamegawatts: i think this part is wrong, it should not init at zero they need frequencies. i also don't think it needs gelu, the linear error is inherently in the sphere; The Lohe sphere model, a generalization of the K…
  6. [6]2221 fact
    ctx:discord/blah/watt-activation/222
    • full textwatt-activation-222
      text/plain3 KBdoc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1e
      Show excerpt
      [2026-03-11 05:02] xenonfun: ⏺ mx.compile with RotationalAdamW is a dead end — the optimizer creates new array objects on each step, so inputs=[model.state] captures stale references. The error "array without primitive" is exactly what CL…

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