tfrs.layers.loss.RemoveAccidentalHits
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Zeroes the logits of accidental negatives.
tfrs.layers.loss.RemoveAccidentalHits(
trainable=True, name=None, dtype=None, dynamic=False, **kwargs
)
Methods
call
View source
call(
labels: tf.Tensor, logits: tf.Tensor, candidate_ids: tf.Tensor
) -> tf.Tensor
Zeros selected logits.
For each row in the batch, zeros the logits of negative candidates that have
the same id as the positive candidate in that row.
Args |
labels
|
[batch_size, num_candidates] one-hot labels tensor.
|
logits
|
[batch_size, num_candidates] logits tensor.
|
candidate_ids
|
[num_candidates] candidate identifiers tensor
|
Returns |
logits
|
Modified logits.
|
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Last updated 2024-04-26 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-04-26 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]