[GitHub] [incubator-mxnet] ElaineBao commented on a change in pull request #16003: add uint8 bn mkldnn implementation

[GitBox <gi...@apache.org>]

ElaineBao commented on a change in pull request #16003: add uint8 bn mkldnn implementation
URL: https://github.com/apache/incubator-mxnet/pull/16003#discussion_r317432365
 
 

 ##########
 File path: example/quantization/imagenet_gen_qsym_mkldnn.py
 ##########
 @@ -216,7 +216,7 @@ def save_params(fname, arg_params, aux_params, logger=None):
             if exclude_first_conv:
                 excluded_sym_names += ['resnetv10_conv0_fwd']
         elif args.model.find('resnet') != -1 and args.model.find('v2') != -1:
-            excluded_sym_names += ['resnetv20_flatten0_flatten0']
+            excluded_sym_names += ['resnetv20_flatten0_flatten0', 'resnetv20_stage1_batchnorm0_fwd']
 
 Review comment:
   This is for the sake of accuracy, if do not exclude this layer, top-1 accuracy will drop to 52.3. Reason of this accuracy drop is under investigation.

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