feat(router): add max_batch_size #1542
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dacorvo
approved these changes
Feb 8, 2024
| @@ -279,6 +279,11 @@ struct Args { | |||
| #[clap(default_value = "20", long, env)] | |||
| max_waiting_tokens: usize, | |||
|
|
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| /// Enforce a maximum number of requests per batch | |||
| /// Specific flag for hardware targets that do not support unpadded inference | |||
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'unpadded inference' is a bit unclear to me, but I suppose it corresponds to other configurations.
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Unpadded = Flash attention "varlen" (which means requests are stacked linearly without requiring padding tokens).
Padded:
input_ids = [
[3, 53, 63],
[0, 0, 234],
]
Unpadded:
input_ids = [3, 53, 63, 234] + [0, 3, 4] (seqlengths)
Narsil
approved these changes
Feb 8, 2024
kdamaszk
pushed a commit
to kdamaszk/tgi-gaudi
that referenced
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Apr 29, 2024
Some hardware require a maximum batch size.
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Some hardware require a maximum batch size.