Analyzer - Make baseline file optional in data diagnosis and fix bugs

[yukirora]

Description Make baseline check optional in data diagnosis and fix bugs.

Major Revision

• make baseline file optional in data diagnosis
• fix bugs of output in md and excel format when 'function' is not in the rule
• fix bug in multi_rules function that miss/failed test may failed the whole process

Minor Revision

• revise doc related with data diagnosis
• resolve warning message about baseline not found check, only raise exception if baseline not found in the 'variance' function
• move summary fields into top of json file
• unify 'Index','machine' -> 'index' in output file

[codecov[bot]]

Codecov Report

Merging #399 (a5ea59e) into release/0.6 (4c21557) will increase coverage by 0.00%. The diff coverage is 90.90%.

@@             Coverage Diff              @@
##           release/0.6     #399   +/-   ##
============================================
  Coverage        88.76%   88.77%           
============================================
  Files               83       83           
  Lines             5262     5265    +3     
============================================
+ Hits              4671     4674    +3     
  Misses             591      591           

Flag	Coverage Δ
cpu-python3.6-unit-test	75.22% <90.90%> (+0.01%)	:arrow_up:
cpu-python3.7-unit-test	75.22% <90.90%> (+0.01%)	:arrow_up:
cuda-unit-test	88.70% <90.90%> (+<0.01%)	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
superbench/analyzer/diagnosis_rule_op.py	96.39% <80.00%> (-0.78%)	:arrow_down:
superbench/analyzer/file_handler.py	89.56% <91.66%> (+0.09%)	:arrow_up:
superbench/analyzer/data_diagnosis.py	91.85% <100.00%> (+0.29%)	:arrow_up:
superbench/cli/_result_handler.py	100.00% <100.00%> (ø)

Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here.