Update from last two ML working groups

CycloneDX · Apr 5, 2023 · 2bb85cb · 2bb85cb
1 parent 09d51da
commit 2bb85cb
Showing 1 changed file with 23 additions and 33 deletions.
diff --git a/schema/bom-1.5.schema.json b/schema/bom-1.5.schema.json
@@ -2018,7 +2018,6 @@
                 }
               }
             },
-
             "task": {
               "type": "string",
               "description": "Directly influences the input and/or output. Such as classification, regression, clustering, etc"
@@ -2031,43 +2030,23 @@
               "description": "The specific architecture of the model such as GPT-1, ResNet-50, YOLOv3, etc.",
               "type": "string"
             },
-
-
             "datasets": {
               "description": "The datasets used to train and evaluate the model.",
               "type": "array",
               "additionalItems": false,
               "items": { "$ref": "#/definitions/componentData" }
             },
-            "input": {
-              "description": "The input format of the model",
-              "type": "object",
-              "additionalProperties": false,
-              "properties": {
-                "format": {
-                  "$comment": "https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/user_guide/model_configuration.html#datatypes",
-                  "description": "The data format for inputs to the model. Example formats include string, image, time-series",
-                  "type": "string",
-                  "enum": [
-                    ""
-                  ]
-                }
-              }
+            "inputs": {
+              "description": "The input format(s) of the model",
+              "type": "array",
+              "additionalItems": false,
+              "items": { "$ref": "#/definitions/inputOutputMLParameters" }
             },
-            "output": {
-              "description": "The output format of the model",
-              "type": "object",
-              "additionalProperties": false,
-              "properties": {
-                "format": {
-                  "$comment": "https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/user_guide/model_configuration.html#datatypes",
-                  "description": "The data format for outputs from the model. Example formats include string, image, time-series",
-                  "type": "string",
-                  "enum": [
-                    ""
-                  ]
-                }
-              }
+            "outputs": {
+              "description": "The output format(s) from the model",
+              "type": "array",
+              "additionalItems": false,
+              "items": { "$ref": "#/definitions/inputOutputMLParameters" }
             }
           }
         },
@@ -2107,15 +2086,15 @@
                 "type": "string"
               }
             },
-            "limitations": {
+            "technicalLimitations": {
               "description": "What are the known technical limitations of the model? E.g. What kind(s) of data should the model be expected not to perform well on? What are the factors that might degrade model performance?",
               "type": "array",
               "additionalItems": false,
               "items": {
                 "type": "string"
               }
             },
-            "tradeoffs": {
+            "performanceTradeoffs": {
               "description": "What are the known tradeoffs in accuracy/performance of the model?",
               "type": "array",
               "additionalItems": false,
@@ -2148,6 +2127,17 @@
         }
       }
     },
+    "inputOutputMLParameters": {
+      "type": "object",
+      "title": "Input and Output Parameters",
+      "additionalProperties": false,
+      "properties": {
+        "format": {
+          "description": "The data format for input/output to the model. Example formats include string, image, time-series",
+          "type": "string"
+        }
+      }
+    },
     "componentData": {
       "type": "object",
       "additionalProperties": false,