feat(te): add te2 for upper bound on avg batch width #2
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Signed-off-by: aryamaanthakur <aryamaan.thakur@outlook.com>
ChanderG
merged commit 83ed89e
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foundation-model-stack:feat-token-te2
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TE2 provides a realistic upper bound for calculating average batch width
Given a dataset and batch size b
TE2 will be calculated by first sorting the dataset in descending order of sequence lengths and creating batches by selecting top 1 and bottom (b-1) sequences without replacement.
Average Batch Width = mean (top [len(dataset)/b] sequences)