Gradient Tracking
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Gradient Tracking has 5 facts recorded in Dontopedia across 3 references.
Mostly:rdf:type(1), enabled during(1), disabled during(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (5)
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.
disablesDisables(4)
- No Grad Context
ex:no-grad-context - Torch No Grad
ex:torch-no-grad - Torch.no Grad
ex:torch.no_grad - Validation Context
ex:validation-context
seversSevers(1)
- Detach Operation
ex:detach-operation
Other facts (5)
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.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Automatic Differentiation | [1] |
| Enabled During | Training Phase | [1] |
| Disabled During | Evaluation Phase | [1] |
| Disabled by | torch.no_grad() | [2] |
| Disabled by | Validation Context | [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.
References (3)
ctx:claims/beam/5002a4e3-4556-403f-86e2-22d5643a5538ctx:claims/beam/8e1ea8ad-62d7-49b9-bdcd-4dae90c7df3dctx:claims/beam/815302c1-8846-46c0-b5a2-8475c92165b2- full textbeam-chunktext/plain1 KB
doc:beam/815302c1-8846-46c0-b5a2-8475c92165b2Show excerpt
optimizer.step() # Zero gradients optimizer.zero_grad() # Validation loop scorer.eval() val_losses = [] with torch.no_grad(): for batch_inputs, batch_targets in val_loader: outpu…
See also
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