def _get_comparison_statistics(curr_tensor, prev_tensor):
"""Get comparison statistics."""
stats_info = {}
diff_tensor_stats = curr_tensor.tensor_comparison.stats
curr_tensor_stats = TensorUtils.get_statistics_from_tensor(curr_tensor.value)
prev_tensor_stats = TensorUtils.get_statistics_from_tensor(prev_tensor.value)
stats_info['curr_step_statistics'] = TensorUtils.get_overall_statistic_dict(overall_stats=curr_tensor_stats)
stats_info['prev_step_statistics'] = TensorUtils.get_overall_statistic_dict(overall_stats=prev_tensor_stats)
stats_info['statistics'] = TensorUtils.get_overall_statistic_dict(overall_stats=diff_tensor_stats)
return stats_info
def get_tensor_statistics(self):
"""
Get Tensor statistics.
Returns:
dict, overall statistics.
"""
if self.empty or self.dtype == self._STRING_TYPE:
return {}
stats = TensorUtils.get_statistics_from_tensor(self.value)
statistics = TensorUtils.get_overall_statistic_dict(stats)
return statistics
def get_tensor_statistics(self):
"""
Get Tensor statistics.
Returns:
dict, overall statistics.
"""
if self.empty:
return {}
if not self.stats:
self.stats = TensorUtils.get_statistics_from_tensor(self.value)
statistics = TensorUtils.get_overall_statistic_dict(self.stats)
return statistics