Dontopedia
Explore

Optim.sgd

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

Optim.sgd has 4 facts recorded in Dontopedia across 2 references.

4 facts·4 predicates·2 sources

Mostly:has type(1), configured with(1), is optimization algorithm(1)

Maturity scale raw canonical shape-checked rule-derived certified

Has TypehasType

  • Optimizer[1]all time · D9a80d69 C4c9 47c5 8393 2eaf674f6563

Configured WithconfiguredWith

  • learning_rate=0.01[1]sourceall time · D9a80d69 C4c9 47c5 8393 2eaf674f6563

Is Optimization AlgorithmisOptimizationAlgorithm

Rdf:typerdf:type

  • Class[2]all time · 3cc5d31c 35a4 4597 8e38 60d3090543af

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.

instantiatedFromInstantiated From(2)

isArgumentToIs Argument to(1)

isInstanceIs Instance(1)

isInstanceOfIs Instance of(1)

optim:SGDOptim:sgd(1)

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.

4 undated
—
configuredWithbeam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
learning_rate=0.01
—
hasTypebeam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
ex:optimizer
—
isOptimizationAlgorithmbeam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
ex:stochastic-gradient-descent
—
typebeam/3cc5d31c-35a4-4597-8e38-60d3090543af
ex:Class

References (2)

2 references
  1. [1]beam-chunk3 facts
    customctx:claims/beam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
    • full textbeam-chunk
      text/plain1 KBdoc:beam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
      Show excerpt
      inputs = torch.tensor(decrypted_batch['query'], dtype=torch.float32).to(device) labels = torch.tensor(decrypted_batch['label'], dtype=torch.long).to(device) # Forward pass outputs = model(inputs) los…
  2. [2]3cc5d31c 35a4 4597 8e38 60d3090543af1 fact
    customctx:claims/beam/3cc5d31c-35a4-4597-8e38-60d3090543af

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑