diff --git a/js/web/lib/wasm/jsep/webgpu/ops/gather.ts b/js/web/lib/wasm/jsep/webgpu/ops/gather.ts
index 113bf7c7cc..a915a4bbd9 100644
--- a/js/web/lib/wasm/jsep/webgpu/ops/gather.ts
+++ b/js/web/lib/wasm/jsep/webgpu/ops/gather.ts
@@ -100,7 +100,7 @@ export const gather = (context: ComputeContext, attributes: GatherAttributes): v
   const metadata = {
     name: 'Gather',
     inputTypes: [GpuDataType.default, GpuDataType.default],
-    cacheHint: attributes.cacheKey + inputs[0].dataType.toString(10) + inputs[1].dataType.toString(10),
+    cacheHint: attributes.cacheKey,
   };
 
   context.compute(createGatherProgramInfo(metadata, context.inputs, attributes));
diff --git a/onnxruntime/core/providers/js/js_data_types.cc b/onnxruntime/core/providers/js/js_data_types.cc
new file mode 100644
index 0000000000..69d5bd4f9d
--- /dev/null
+++ b/onnxruntime/core/providers/js/js_data_types.cc
@@ -0,0 +1,20 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+#include "core/providers/cpu/tensor/shape_op.h"
+
+namespace onnxruntime {
+namespace js {
+
+using SupportedTypes =
+    TypeList<
+        float,
+        int32_t,
+        uint32_t>;
+
+const std::vector<MLDataType>& JsepSupportedDataTypes() {
+  static const std::vector<MLDataType> supportedDataTypes = BuildKernelDefConstraintsFromTypeList<SupportedTypes>();
+  return supportedDataTypes;
+}
+}  // namespace js
+}  // namespace onnxruntime
\ No newline at end of file
diff --git a/onnxruntime/core/providers/js/js_data_types.h b/onnxruntime/core/providers/js/js_data_types.h
new file mode 100644
index 0000000000..d6b6ac0040
--- /dev/null
+++ b/onnxruntime/core/providers/js/js_data_types.h
@@ -0,0 +1,10 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+#include "core/framework/data_types.h"
+
+namespace onnxruntime {
+namespace js {
+std::vector<MLDataType>& JsepSupportedDataTypes();
+}
+}  // namespace onnxruntime
\ No newline at end of file
diff --git a/onnxruntime/core/providers/js/operators/gather.cc b/onnxruntime/core/providers/js/operators/gather.cc
index ec1ae71243..e9c6f5c792 100644
--- a/onnxruntime/core/providers/js/operators/gather.cc
+++ b/onnxruntime/core/providers/js/operators/gather.cc
@@ -2,21 +2,12 @@
 // Licensed under the MIT License.
 
 #include "core/providers/js/js_kernel.h"
-
+#include "core/providers/js/js_data_types.h"
 #include "gather.h"
 
 namespace onnxruntime {
 namespace js {
 
-using AllSupportedSize =
-    TypeList<
-        float,
-        double,
-        int64_t,
-        uint64_t,
-        int32_t,
-        uint32_t>;
-
 ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     Gather,
     kOnnxDomain,
@@ -24,7 +15,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     10,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", BuildKernelDefConstraintsFromTypeList<AllSupportedSize>())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("Tind", BuildKernelDefConstraintsFromTypeList<TypeList<int32_t, int64_t>>()),
     Gather);
 
@@ -35,7 +26,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     12,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", BuildKernelDefConstraintsFromTypeList<AllSupportedSize>())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("Tind", BuildKernelDefConstraintsFromTypeList<TypeList<int32_t, int64_t>>()),
     Gather);
 
@@ -45,7 +36,7 @@ ONNX_OPERATOR_KERNEL_EX(
     13,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", BuildKernelDefConstraintsFromTypeList<AllSupportedSize>())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("Tind", BuildKernelDefConstraintsFromTypeList<TypeList<int32_t, int64_t>>()),
     Gather);
 
diff --git a/onnxruntime/core/providers/js/operators/reshape.cc b/onnxruntime/core/providers/js/operators/reshape.cc
index d8959c89f3..bd6772649a 100644
--- a/onnxruntime/core/providers/js/operators/reshape.cc
+++ b/onnxruntime/core/providers/js/operators/reshape.cc
@@ -2,6 +2,7 @@
 // Licensed under the MIT License.
 
 #include "reshape.h"
+#include "core/providers/js/js_data_types.h"
 
 namespace onnxruntime {
 namespace js {
@@ -12,7 +13,7 @@ ONNX_OPERATOR_KERNEL_EX(
     14,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("shape", DataTypeImpl::GetTensorType<int64_t>())
         .Alias(0, 0)
         .InputMemoryType(OrtMemTypeCPU, 1),
@@ -24,7 +25,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     13, 13,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("shape", DataTypeImpl::GetTensorType<int64_t>())
         .Alias(0, 0)
         .InputMemoryType(OrtMemTypeCPU, 1),
@@ -36,7 +37,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     5, 12,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("shape", DataTypeImpl::GetTensorType<int64_t>())
         .Alias(0, 0)
         .InputMemoryType(OrtMemTypeCPU, 1),
diff --git a/onnxruntime/core/providers/js/operators/shape_op.cc b/onnxruntime/core/providers/js/operators/shape_op.cc
index ec0de3c04a..733580a469 100644
--- a/onnxruntime/core/providers/js/operators/shape_op.cc
+++ b/onnxruntime/core/providers/js/operators/shape_op.cc
@@ -2,6 +2,7 @@
 // Licensed under the MIT License.
 
 #include "core/providers/js/js_kernel.h"
+#include "core/providers/js/js_data_types.h"
 #include "core/providers/cpu/tensor/shape_op.h"
 
 namespace onnxruntime {
@@ -15,7 +16,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     (*KernelDefBuilder::Create())
         // properly force CPU/GPU synch inside the kernel
         .OutputMemoryType(OrtMemTypeCPU, 0)
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
     Shape);
 
@@ -27,7 +28,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     (*KernelDefBuilder::Create())
         // properly force CPU/GPU synch inside the kernel
         .OutputMemoryType(OrtMemTypeCPU, 0)
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
     Shape);
 
@@ -39,7 +40,7 @@ ONNX_OPERATOR_KERNEL_EX(
     (*KernelDefBuilder::Create())
         // properly force CPU/GPU synch inside the kernel
         .OutputMemoryType(OrtMemTypeCPU, 0)
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
     Shape);
 
diff --git a/onnxruntime/core/providers/js/operators/squeeze.cc b/onnxruntime/core/providers/js/operators/squeeze.cc
index a51fecfd8b..e858ade348 100644
--- a/onnxruntime/core/providers/js/operators/squeeze.cc
+++ b/onnxruntime/core/providers/js/operators/squeeze.cc
@@ -2,6 +2,7 @@
 // Licensed under the MIT License.
 
 #include "squeeze.h"
+#include "core/providers/js/js_data_types.h"
 
 namespace onnxruntime {
 namespace js {
@@ -12,7 +13,7 @@ ONNX_OPERATOR_KERNEL_EX(
     13,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("axes", DataTypeImpl::GetTensorType<int64_t>())
         .Alias(0, 0)
         .InputMemoryType(OrtMemTypeCPU, 1),
@@ -24,7 +25,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     11, 12,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .Alias(0, 0),
     Squeeze);
 
@@ -34,7 +35,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     1, 10,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .Alias(0, 0),
     Squeeze);
 
diff --git a/onnxruntime/core/providers/js/operators/unsqueeze.cc b/onnxruntime/core/providers/js/operators/unsqueeze.cc
index c7f90a6727..1485e800e5 100644
--- a/onnxruntime/core/providers/js/operators/unsqueeze.cc
+++ b/onnxruntime/core/providers/js/operators/unsqueeze.cc
@@ -2,6 +2,7 @@
 // Licensed under the MIT License.
 
 #include "unsqueeze.h"
+#include "core/providers/js/js_data_types.h"
 
 namespace onnxruntime {
 namespace js {
@@ -12,7 +13,7 @@ ONNX_OPERATOR_KERNEL_EX(
     13,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .TypeConstraint("axes", DataTypeImpl::GetTensorType<int64_t>())
         .Alias(0, 0)
         .InputMemoryType(OrtMemTypeCPU, 1),
@@ -24,7 +25,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     11, 12,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .Alias(0, 0),
     Unsqueeze);
 
@@ -34,7 +35,7 @@ ONNX_OPERATOR_VERSIONED_KERNEL_EX(
     1, 10,
     kJsExecutionProvider,
     (*KernelDefBuilder::Create())
-        .TypeConstraint("T", DataTypeImpl::AllFixedSizeTensorTypes())
+        .TypeConstraint("T", JsepSupportedDataTypes())
         .Alias(0, 0),
     Unsqueeze);