torch.nn.Linear
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)
torch.nn.Linear has 23 facts recorded in Dontopedia across 4 references, with 2 live disagreements.
Mostly:rdf:type(4), has parameter(2), has input dimensions(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (10)
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.
isStateOfIs State of(2)
- Current State
ex:current-state - Previous State
ex:previous-state
appliesToApplies to(1)
- Quantize Dynamic
ex:quantize-dynamic
instanceOfInstance of(1)
- Model
ex:model
isInstanceIs Instance(1)
- Self Model
ex:self-model
managesManages(1)
- Model Rollback Manager
ex:model-rollback-manager
producesProduces(1)
- Create Model
ex:create-model
takesArgumentTakes Argument(1)
- Quantize Dynamic
ex:quantize-dynamic
usesUses(1)
- Initialize Manager
ex:initialize-manager
usesModelUses Model(1)
- Example Usage
ex:example-usage
Other facts (20)
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 | Py Torch Module | [1] |
| Rdf:type | Model | [2] |
| Rdf:type | Py Torch Layer | [3] |
| Rdf:type | Py Torch Module | [4] |
| Has Parameter | 10 | [1] |
| Has Parameter | 1 | [1] |
| Has Input Dimensions | 10 | [1] |
| Has Output Dimensions | 1 | [1] |
| Framework | PyTorch | [1] |
| Instantiated With | 10, 1 | [1] |
| Constructor Args | 10, 1 | [1] |
| Layer Type | Linear layer | [1] |
| Is Used in | Example Usage | [2] |
| Is Managed by | Model Rollback Manager | [2] |
| Is Instance | Nn.linear | [2] |
| Is Subclass | Nn Module | [2] |
| Is Used As | Example Model Type | [2] |
| Has Input Dimension | 10 | [3] |
| Has Output Dimension | 1 | [3] |
| Is Target of | Quantize Dynamic | [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.
References (4)
ctx:claims/beam/97dd723a-8ccc-454b-b2f7-ce9d1dde645bctx:claims/beam/395b0286-5a3e-4195-a977-dfb02976002ectx:claims/beam/f939384a-a0a5-421f-8a7a-83cf0019b4d9- full textbeam-chunktext/plain1 KB
doc:beam/f939384a-a0a5-421f-8a7a-83cf0019b4d9Show excerpt
```python import torch import torch.nn as nn class ScoringModel(nn.Module): def __init__(self): super(ScoringModel, self).__init__() self.model = torch.nn.Linear(10, 1) def forward(self, input_data): scores…
ctx:claims/beam/893846b7-2485-431d-970b-b70aaf9c7c59
See also
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