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[Frontend][TFLite] Dynamically calculate input_stats of any fake_quant range #4789

Merged
merged 2 commits into from
Feb 5, 2020
Merged

[Frontend][TFLite] Dynamically calculate input_stats of any fake_quant range #4789

merged 2 commits into from
Feb 5, 2020

Commits on Jan 29, 2020

  1. [TFLite] Dynamically calculate input_stats of any fake_quant range 

    * pass the input range to the convertor and caclulate (mean, scale) there
* change the range of the second tensor in elemwise operations
  so that we test inputs with different quant params
* change the possible output range for elemwise ops wrt the updated ranges
* update the comments for (m, s) calculations
* add input range dict to reduce_mean op
    @inadob
    inadob committed Jan 29, 2020
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Commits on Feb 5, 2020

  1. Apply requested changes 

    * add exception handling for zero division in input_stats
* fix range of the input tensor in elemwsie
    @inadob
    inadob committed Feb 5, 2020
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