Val Loader
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Val Loader has 18 facts recorded in Dontopedia across 5 references, with 1 live disagreement.
18 facts·17 predicates·5 sources·1 in dispute
Mostly:rdf:type(2), has shuffle enabled(1), sets(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedRdf:typein disputerdf:type
- Data Loader[3]all time · 23009db1 C526 4b01 963c B2c7b2736c5b
- Data Loader[5]sourceall time · 25d090a4 1559 4fd2 A3aa D752e7199607
Has Shuffle EnabledhasShuffleEnabled
- false[3]sourceall time · 23009db1 C526 4b01 963c B2c7b2736c5b
Setssets
Uses DatasetusesDataset
- Val Dataset[3]sourceall time · 23009db1 C526 4b01 963c B2c7b2736c5b
Has ShufflehasShuffle
- false[3]sourceall time · 23009db1 C526 4b01 963c B2c7b2736c5b
Uses Batch SizeusesBatchSize
- 64[3]sourceall time · 23009db1 C526 4b01 963c B2c7b2736c5b
Is Created UsingisCreatedUsing
- Data Loader[3]sourceall time · 23009db1 C526 4b01 963c B2c7b2736c5b
Shuffleshuffle
- false[4]sourceall time · 212294fd 6444 48ea 90be 0ccd48cb9cc3
Inverse ofinverseOf
- Val Dataset[4]sourceall time · 212294fd 6444 48ea 90be 0ccd48cb9cc3
Has Batch SizehasBatchSize
- 64[2]sourceall time · 9344edde D6af 464f 9e96 394ef09895b9
Batch Size FormattingbatchSizeFormatting
- Space Before 64[2]sourceall time · 9344edde D6af 464f 9e96 394ef09895b9
Shuffle EnabledshuffleEnabled
- false[2]sourceall time · 9344edde D6af 464f 9e96 394ef09895b9
Inbound mentions (12)
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.
inverseOfInverse of(3)
- Train Loader
ex:train_loader - Val Combined Inputs
ex:val_combined_inputs - Val Dataset
ex:val_dataset
differsBetweenDiffers Between(1)
- Shuffle Setting
ex:shuffle_setting
differsFromDiffers From(1)
- Train Loader
ex:train_loader
includesIncludes(1)
- Validation Configuration
ex:validation_configuration
isConfiguredForIs Configured for(1)
- Shuffle False
ex:shuffle_false
isUsedByIs Used by(1)
- Batch Size 64
ex:batch_size_64
sharedByShared by(1)
- Batch Size
ex:batch_size
sharesBatchSizeWithShares Batch Size With(1)
- Train Loader
ex:train_loader
used_byUsed by(1)
- Val Dataset
ex:val_dataset
usedByUsed by(1)
- Batch Size 64
ex:batch_size_64
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.
5 facts
| Predicate | Value | Ref |
|---|---|---|
| Created by | Data Loader | [2] |
| Is Variable | Data Loader | [2] |
| Preserves | Data Order | [1] |
| Batches | 10 | [1] |
| Enables | Batch Validation | [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.
—
batchesbeam/56ec773d-331c-4612-b327-318a1a96426f
10
—
batchSizeFormattingbeam/9344edde-d6af-464f-9e96-394ef09895b9
ex:space_before_64
—
createdBybeam/9344edde-d6af-464f-9e96-394ef09895b9
ex:DataLoader
—
enablesbeam/56ec773d-331c-4612-b327-318a1a96426f
ex:batch_validation
—
hasBatchSizebeam/9344edde-d6af-464f-9e96-394ef09895b9
64
—
hasShufflebeam/23009db1-c526-4b01-963c-b2c7b2736c5b
false
—
hasShuffleEnabledbeam/23009db1-c526-4b01-963c-b2c7b2736c5b
false
—
inverseOfbeam/212294fd-6444-48ea-90be-0ccd48cb9cc3
ex:val_dataset
—
isCreatedUsingbeam/23009db1-c526-4b01-963c-b2c7b2736c5b
ex:DataLoader
—
isVariablebeam/9344edde-d6af-464f-9e96-394ef09895b9
ex:DataLoader
—
preservesbeam/56ec773d-331c-4612-b327-318a1a96426f
ex:data-order
—
typebeam/23009db1-c526-4b01-963c-b2c7b2736c5b
ex:DataLoader
—
typebeam/25d090a4-1559-4fd2-a3aa-d752e7199607
ex:DataLoader
—
setsbeam/23009db1-c526-4b01-963c-b2c7b2736c5b
ex:shuffle
—
shufflebeam/212294fd-6444-48ea-90be-0ccd48cb9cc3
false
—
shuffleEnabledbeam/9344edde-d6af-464f-9e96-394ef09895b9
false
—
usesBatchSizebeam/23009db1-c526-4b01-963c-b2c7b2736c5b
64
—
usesDatasetbeam/23009db1-c526-4b01-963c-b2c7b2736c5b
ex:val_dataset
References (5)
5 references
- custom
ctx:claims/beam/56ec773d-331c-4612-b327-318a1a96426f- full textbeam-chunktext/plain1 KB
doc:beam/56ec773d-331c-4612-b327-318a1a96426fShow excerpt
```python import torch import torch.nn as nn import torch.optim as optim from torch.utils.data import DataLoader, TensorDataset # Example data preparation inputs = torch.randn(3000, 128) # Example input data labels = torch.randn(3000, 1) …
- custom
ctx:claims/beam/9344edde-d6af-464f-9e96-394ef09895b9- full textbeam-chunktext/plain1 KB
doc:beam/9344edde-d6af-464f-9e96-394ef09895b9Show excerpt
# Concatenate existing inputs with user behavior data combined_inputs = torch.cat([inputs, user_behavior], dim=1) # Split data into training and validation sets train_size = int(0.8 * len(combined_inputs)) val_size = len(combined_inputs) -…
- custom
ctx:claims/beam/23009db1-c526-4b01-963c-b2c7b2736c5b- full textbeam-chunktext/plain1 KB
doc:beam/23009db1-c526-4b01-963c-b2c7b2736c5bShow excerpt
combined_inputs = torch.cat([inputs, combined_user_behavior], dim=1) # Split data into training and validation sets train_size = int(0.8 * len(combined_inputs)) val_size = len(combined_inputs) - train_size train_combined_inputs, val_combi…
- custom
ctx:claims/beam/212294fd-6444-48ea-90be-0ccd48cb9cc3- full textbeam-chunktext/plain1 KB
doc:beam/212294fd-6444-48ea-90be-0ccd48cb9cc3Show excerpt
combined_inputs = torch.cat([inputs, user_behavior], dim=1) # Split data into training and validation sets train_size = int(0.8 * len(combined_inputs)) val_size = len(combined_inputs) - train_size train_combined_inputs, val_combined_input…
- custom
ctx:claims/beam/25d090a4-1559-4fd2-a3aa-d752e7199607- full textbeam-chunktext/plain1 KB
doc:beam/25d090a4-1559-4fd2-a3aa-d752e7199607Show excerpt
train_loader = DataLoader(train_dataset, batch_size=32, shuffle=True) val_loader = DataLoader(val_dataset, batch_size=32, shuffle=False) # Early stopping parameters best_val_loss = float('inf') patience = 5 counter = 0 # Train the model f…
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.