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fix benchmark=[] bug

This commit is contained in:
lixiaohui 2020-10-29 15:56:07 +08:00
parent 5e039bfaad
commit 1632d44711
1 changed files with 8 additions and 7 deletions
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15
mindspore/explainer/_runner.py
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@ -110,8 +110,7 @@ class ExplainRunner:
>>> runner.run((dataset, classes), explainers)
"""
if not isinstance(dataset, tuple):
raise TypeError("Argument `dataset` must be a tuple.")
check_value_type("dataset", dataset, tuple)
if len(dataset) != 2:
raise ValueError("Argument `dataset` should be a tuple with length = 2.")
@ -119,16 +118,18 @@ class ExplainRunner:
self._verify_data_form(dataset, benchmarkers)
self._classes = classes
if explainers is None or not explainers:
raise ValueError("Argument `explainers` can neither be None nor empty.")
check_value_type("explainers", explainers, list)
if not explainers:
raise ValueError("Argument `explainers` must be a non-empty list")
for exp in explainers:
if not isinstance(exp, Attribution) or not isinstance(explainers, list):
if not isinstance(exp, Attribution):
raise TypeError("Argument explainers should be a list of objects of classes in "
"`mindspore.explainer.explanation`.")
if benchmarkers is not None:
check_value_type("benchmarkers", benchmarkers, list)
for bench in benchmarkers:
if not isinstance(bench, AttributionMetric) or not isinstance(explainers, list):
if not isinstance(bench, AttributionMetric):
raise TypeError("Argument benchmarkers should be a list of objects of classes in explanation"
"`mindspore.explainer.benchmark`.")
@ -164,7 +165,7 @@ class ExplainRunner:
imageid_labels = self._run_inference(dataset, summary)
print("Finish running and writing inference data. Time elapsed: {}s".format(time() - now))
if benchmarkers is None:
if benchmarkers is None or not benchmarkers:
for exp in explainers:
start = time()
print("Start running and writing explanation data for {}......".format(exp.__class__.__name__))