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6 commits

Author SHA1 Message Date
RRRachelllll555
f7c1e51810
Remove shape inference and fix save large model(>2g) issue (#5210) 
* remove shape inference and fix save large model problem

* remove unnecessary import

* refine code and add external format for quantize_qat

* remove initializers in tensors_to_calibrate

* small refine

Co-authored-by: t-yguo <t-yguo@microsoft.com>
 2020-09-18 08:46:31 -07:00
Pranav Prakash
f5df96256c
Fix order of returned values in quantize_weight_per_channel (#5205) 
Must match returned order of `quantize_inputs`
 2020-09-17 17:57:46 -07:00
Zhang Lei
cd0386b649
MaxPool versioning in quantization tools. (#5194) 
MaxPool versioning in quantization tools.
 2020-09-16 22:52:24 -07:00
Yufeng Li
3068a835f1
Fix quantization of 1-D conv with bias (#5157) 2020-09-14 18:07:14 -07:00
Yufeng Li
20b2f45b24
Support per-channel quantization of weight tensor (#5057) 
* Support per-channel quantization of weight tensor

* rename util functions

* fix bugs in calibrate

* add support of reduce_range

* refine opset check
 2020-09-14 11:53:50 -07:00
Yufeng Li
ffc2b25a3a
Quantization tool improvement (#4933) 
Improve quantization tools:
1. Support QAT
2. Make quantization tool to register Operators.
3. Make the API clear to use

Co-authored-by: t-yguo <t-yguo@microsoft.com>
 2020-09-01 09:07:46 -07:00