!8692 Support uncertatiny, single channel heatmap, separated image datafiles

From: @ngtony
Reviewed-by: @jonyguo
Signed-off-by:

mindspore/ccsrc/utils/summary.proto

@@ -109,12 +109,18 @@ message Explain {
         repeated float ground_truth_prob = 1;
         repeated int32 predicted_label = 2;
         repeated float predicted_prob = 3;
+        repeated float ground_truth_prob_sd = 4;
+        repeated float ground_truth_prob_itl95_low = 5;
+        repeated float ground_truth_prob_itl95_hi = 6;
+        repeated float predicted_prob_sd = 7;
+        repeated float predicted_prob_itl95_low = 8;
+        repeated float predicted_prob_itl95_hi = 9;
     }
 
     message Explanation{
         optional string explain_method = 1;
         optional int32 label = 2;
-        optional bytes heatmap = 3;
+        optional string heatmap_path = 3;
 	}
 
     message Benchmark{
@@ -130,11 +136,10 @@ message Explain {
 		repeated string benchmark_method = 3;
 	}
 
-    optional string image_id = 1;  // The Metadata and image id and benchmark must have one fill in
-    optional bytes image_data = 2;
+    optional int32 sample_id = 1;
+    optional string image_path = 2;  // The Metadata and image path must have one fill in
     repeated int32 ground_truth_label = 3;
 
-
     optional Inference inference = 4;
     repeated Explanation explanation = 5;
     repeated Benchmark benchmark = 6;

mindspore/train/summary/_explain_adapter.py

@@ -28,8 +28,8 @@ def check_explain_proto(explain):
     if not isinstance(explain, Explain):
         raise TypeError(f'Plugin explainer expects a {Explain.__name__} value.')
 
-    if not explain.image_id and not explain.metadata.label and not explain.benchmark:
-        raise ValueError(f'The Metadata and image id and benchmark must have one fill in.')
+    if not explain.image_path and not explain.inference and not explain.metadata.label and not explain.benchmark:
+        raise ValueError('One of metadata, image path, inference or benchmark has to be filled in.')
 
 
 def package_explain_event(explain_str):