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[PTQ][OV] Sequential models support for Engine without TensorStatistics modifications #17

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@daniil-lyakhov daniil-lyakhov commented May 16, 2023

Changes
Sequential dataset with correspondent changes in engine in OV is presented: now user can specify two functions:
** get_tokens_from_sequence_func
** fill_sequential_inputs_fn
to infer sequential a model

TensorReducersSequence is presented

Reason for changes
To allow quantization of sequential models
TensorReducersSequence is needed to reduce statistics of sequential model: first reducer applies for each element in sample, second reducer applies on reduced element of each element
Related tickets
110654

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@daniil-lyakhov daniil-lyakhov changed the title Dl/ov/engine seq proposal [PTQ][OV] Sequential models support for Engine without TensorStatistics modifications May 19, 2023
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