[DOC] add int8 command (#1174)

Author: xinyu-intel

scripts/bert/index.rst

@@ -223,22 +223,22 @@ version of `mxnet-mkl <https://apache-mxnet.s3-us-west-2.amazonaws.com/dist/inde
 Sentence Classification
 +++++++++++++++++++++++
 
-+-----------+-------------------+---------------+---------------+---------+---------+-----+---------+
-|  Dataset  | Model             | FP32 Accuracy | INT8 Accuracy | FP32 F1 | INT8 F1 | Log | Command |
-+===========+===================+===============+===============+=========+=========+=====+=========+
-| MRPC      | bert_12_768_12    | 87.01         | 87.01         | 90.97   | 90.88   |     |         |
-+-----------+-------------------+---------------+---------------+---------+---------+-----+---------+
-| SST-2     | bert_12_768_12    | 93.23         | 93.00         |         |         |     |         |
-+-----------+-------------------+---------------+---------------+---------+---------+-----+---------+
++-----------+-------------------+---------------+---------------+---------+---------+------------------------------------------------------------------------------------------------------------------------+
+|  Dataset  | Model             | FP32 Accuracy | INT8 Accuracy | FP32 F1 | INT8 F1 | Command                                                                                                                |
++===========+===================+===============+===============+=========+=========+========================================================================================================================+
+| MRPC      | bert_12_768_12    | 87.01         | 87.01         | 90.97   | 90.88   |`command <https://github.com/dmlc/web-data/blob/master/gluonnlp/logs/bert/calibration_MRPC_base_mx1.6.0b20200125.sh>`__ |
++-----------+-------------------+---------------+---------------+---------+---------+------------------------------------------------------------------------------------------------------------------------+
+| SST-2     | bert_12_768_12    | 93.23         | 93.00         |         |         |`command <https://github.com/dmlc/web-data/blob/master/gluonnlp/logs/bert/calibration_SST_base_mx1.6.0b20200125.sh>`__  |
++-----------+-------------------+---------------+---------------+---------+---------+------------------------------------------------------------------------------------------------------------------------+
 
 Question Answering
 ++++++++++++++++++
 
-+-----------+-------------------+---------+---------+---------+---------+-----+---------+
-|  Dataset  | Model             | FP32 EM | INT8 EM | FP32 F1 | INT8 F1 | Log | Command |
-+===========+===================+=========+=========+=========+=========+=====+=========+
-| SQuAD 1.1 | bert_12_768_12    | 81.18   | 80.32   | 88.58   | 88.10   |     |         |
-+-----------+-------------------+---------+---------+---------+---------+-----+---------+
++-----------+-------------------+---------+---------+---------+---------+----------------------------------------------------------------------------------------------------------------------------+
+|  Dataset  | Model             | FP32 EM | INT8 EM | FP32 F1 | INT8 F1 | Command                                                                                                                    |
++===========+===================+=========+=========+=========+=========+============================================================================================================================+
+| SQuAD 1.1 | bert_12_768_12    | 81.18   | 80.32   | 88.58   | 88.10   |`command <https://github.com/dmlc/web-data/blob/master/gluonnlp/logs/bert/calibration_squad1.1_base_mx1.6.0b20200125.sh>`__ |
++-----------+-------------------+---------+---------+---------+---------+----------------------------------------------------------------------------------------------------------------------------+
 
 For all model settings above, we use a subset of evaluation dataset for calibration.