diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
index 653e1aef..f005a071 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
@@ -516,9 +516,8 @@ public class InferenceResultService {
         externalHttpClient.call(url, HttpMethod.DELETE, dto, headers, String.class);
 
     if (!result.success()) {
-      throw new CustomApiException("NOT_FOUND", HttpStatus.NOT_FOUND);
+      log.warn("Failed to delete inference result");
     }
-    System.out.println(result);
 
     SaveInferenceAiDto request = new SaveInferenceAiDto();
     request.setStatus(Status.END.getId());
diff --git a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
index 56980e25..f6bf56b3 100644
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
@@ -71,6 +71,9 @@ public class MapSheetInferenceJobService {
       // 추론실행 상태 정보 가져오기
       JobStatusDto job = fetchJobStatus(batchId);
       if (job == null) {
+        // TODO END가 아닌 상태의 추론목록이 있고 추론 api 호출할때 404면 end로 상태 업데이트
+        // 학습 상태 종료
+        // end(sheet);
         return;
       }
 
@@ -413,4 +416,17 @@ public class MapSheetInferenceJobService {
     saveInferenceAiDto.setFailedJobs(dto.getFailedJobs());
     inferenceResultCoreService.update(saveInferenceAiDto);
   }
+
+  /**
+   * 학습 상태 종료 update
+   *
+   * @param dto
+   */
+  private void end(InferenceBatchSheet dto) {
+    SaveInferenceAiDto request = new SaveInferenceAiDto();
+    request.setStatus(Status.END.getId());
+    request.setUuid(dto.getUuid());
+    request.setUpdateUid(0L);
+    inferenceResultCoreService.update(request);
+  }
 }