diff --git a/cgmanifest.json b/cgmanifest.json
index b48b40bd4a..f0f08d0364 100644
--- a/cgmanifest.json
+++ b/cgmanifest.json
@@ -450,7 +450,7 @@
       {
          "component": {
             "git": {
-               "commitHash": "f5f481b1ddf9e55810af437a043465b8917ea29e",
+               "commitHash": "9dfa77ad5c59abd07b77a4c463315ef8112daefc",
                "repositoryUrl": "https://github.com/microsoft/FeaturizersLibrary.git"
             },
             "type": "git"
diff --git a/cmake/external/FeaturizersLibrary b/cmake/external/FeaturizersLibrary
index f5f481b1dd..9dfa77ad5c 160000
--- a/cmake/external/FeaturizersLibrary
+++ b/cmake/external/FeaturizersLibrary
@@ -1 +1 @@
-Subproject commit f5f481b1ddf9e55810af437a043465b8917ea29e
+Subproject commit 9dfa77ad5c59abd07b77a4c463315ef8112daefc
diff --git a/onnxruntime/test/featurizers_ops/short_grain_dropper_transformer_test.cc b/onnxruntime/test/featurizers_ops/short_grain_dropper_transformer_test.cc
index 162fbb2f40..fabd25ac91 100644
--- a/onnxruntime/test/featurizers_ops/short_grain_dropper_transformer_test.cc
+++ b/onnxruntime/test/featurizers_ops/short_grain_dropper_transformer_test.cc
@@ -26,13 +26,8 @@ std::vector<uint8_t> GetStream(EstimatorT& estimator, const std::vector<std::vec
 } // namespace
 
 TEST(FeaturizersTests, ShortGrainDropperTransformer_Has_CV) {
-  //parameter setting
-  std::uint8_t windowSize = 0;
-  std::vector<std::uint8_t> lags = NS::TestHelpers::make_vector<std::uint8_t>(static_cast<std::uint8_t>(0), static_cast<std::uint8_t>(0));
-  std::uint8_t maxHorizon = 1;
-  nonstd::optional<std::uint8_t> cv = static_cast<std::uint8_t>(1);
 
-  EstimatorT estimator(NS::CreateTestAnnotationMapsPtr(1), 0, windowSize, lags, maxHorizon, cv);
+  EstimatorT estimator(NS::CreateTestAnnotationMapsPtr(1), 0, 4);
 
   std::vector<std::vector<std::vector<std::string>>> trainingBatches = NS::TestHelpers::make_vector<std::vector<std::vector<std::string>>>(
     NS::TestHelpers::make_vector<std::vector<std::string>>(
@@ -59,19 +54,14 @@ TEST(FeaturizersTests, ShortGrainDropperTransformer_Has_CV) {
   OpTester test("ShortGrainDropperTransformer", 1, onnxruntime::kMSFeaturizersDomain);
   test.AddInput<uint8_t>("State", {dim}, stream);
   test.AddInput<std::string>("Input", {6, 2}, {"a", "b", "a", "c", "a", "d", "a", "e", "a", "f", "a", "g"});
-  test.AddOutput<bool>("Output", {6}, {false, true, true, true, true, false});
+  test.AddOutput<bool>("Output", {6}, {false, false, true, true, true, true});
 
   test.Run();
 }
 
 TEST(FeaturizersTests, ShortGrainDropperTransformer_No_CV) {
-  //parameter setting
-  std::uint8_t windowSize = 1;
-  std::vector<std::uint8_t> lags = NS::TestHelpers::make_vector<std::uint8_t>(static_cast<std::uint8_t>(0), static_cast<std::uint8_t>(1));
-  std::uint8_t maxHorizon = 1;
-  nonstd::optional<std::uint8_t> cv = nonstd::optional<std::uint8_t>();
 
-  EstimatorT estimator(NS::CreateTestAnnotationMapsPtr(1), 0, windowSize, lags, maxHorizon, cv);
+  EstimatorT estimator(NS::CreateTestAnnotationMapsPtr(1), 0, 3);
 
   std::vector<std::vector<std::vector<std::string>>> trainingBatches = NS::TestHelpers::make_vector<std::vector<std::vector<std::string>>>(
     NS::TestHelpers::make_vector<std::vector<std::string>>(
@@ -98,7 +88,7 @@ TEST(FeaturizersTests, ShortGrainDropperTransformer_No_CV) {
   OpTester test("ShortGrainDropperTransformer", 1, onnxruntime::kMSFeaturizersDomain);
   test.AddInput<uint8_t>("State", {dim}, stream);
   test.AddInput<std::string>("Input", {6, 2}, {"a", "b", "a", "c", "a", "d", "a", "e", "a", "f", "a", "g"});
-  test.AddOutput<bool>("Output", {6}, {false, false, true, true, true, false});
+  test.AddOutput<bool>("Output", {6}, {false, false, false, true, true, true});
 
   test.Run();
 }