diff --git a/libnd4j/blas/NativeOps.h b/libnd4j/blas/NativeOps.h
index 11ef2f3dc..01a9d900a 100755
--- a/libnd4j/blas/NativeOps.h
+++ b/libnd4j/blas/NativeOps.h
@@ -1700,6 +1700,7 @@ public:
     nd4j::ConstantDataBuffer* constantBuffer(nd4j::DataType dtype, nd4j::ConstantDescriptor *descriptor);
 
     void deleteShapeBuffer(Nd4jPointer ptr);
+    void deleteTadPack(Nd4jPointer ptr);
 
     const char* runLightBenchmarkSuit(bool printOut);
     const char* runFullBenchmarkSuit(bool printOut);
diff --git a/libnd4j/blas/cpu/NativeOps.cpp b/libnd4j/blas/cpu/NativeOps.cpp
index 14a2538af..871d7cdae 100644
--- a/libnd4j/blas/cpu/NativeOps.cpp
+++ b/libnd4j/blas/cpu/NativeOps.cpp
@@ -2705,6 +2705,11 @@ void NativeOps::deleteShapeBuffer(Nd4jPointer ptr) {
     delete buffer;
 }
 
+void NativeOps::deleteTadPack(Nd4jPointer ptr) {
+    auto buffer = reinterpret_cast<nd4j::TadPack*>(ptr);
+    delete buffer;
+}
+
 nd4j::ConstantDataBuffer* NativeOps::constantBuffer(nd4j::DataType dtype, Nd4jLong *data, int length) {
     return nullptr;
 }
diff --git a/libnd4j/blas/cuda/NativeOps.cu b/libnd4j/blas/cuda/NativeOps.cu
index ba271e5d8..d045ee16b 100755
--- a/libnd4j/blas/cuda/NativeOps.cu
+++ b/libnd4j/blas/cuda/NativeOps.cu
@@ -3246,6 +3246,11 @@ void NativeOps::deleteShapeBuffer(Nd4jPointer ptr) {
     delete buffer;
 }
 
+void NativeOps::deleteTadPack(Nd4jPointer ptr) {
+    auto buffer = reinterpret_cast<nd4j::TadPack*>(ptr);
+    delete buffer;
+}
+
 nd4j::ConstantDataBuffer* NativeOps::constantBuffer(nd4j::DataType dtype, Nd4jLong *data, int length) {
     return nd4j::ConstantHelper::getInstance()->constantBuffer(ConstantDescriptor(data, length), dtype);
 }
diff --git a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-native-api/src/main/java/org/nd4j/nativeblas/NativeOps.java b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-native-api/src/main/java/org/nd4j/nativeblas/NativeOps.java
index a93776528..a99ef143d 100644
--- a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-native-api/src/main/java/org/nd4j/nativeblas/NativeOps.java
+++ b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-native-api/src/main/java/org/nd4j/nativeblas/NativeOps.java
@@ -1122,6 +1122,8 @@ public abstract class NativeOps extends Pointer {
 
     public abstract void deleteShapeBuffer(Pointer state);
 
+    public abstract void deleteTadPack(Pointer pointer);
+
     public abstract void deleteGraphState(Pointer state);
 
     public abstract int estimateThreshold(PointerPointer extraPointers, Pointer x, LongPointer xShapeInfo, int N, float threshold);
diff --git a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/ops/executioner/CudaExecutioner.java b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/ops/executioner/CudaExecutioner.java
index 5dcc798ad..3b06f2ec0 100644
--- a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/ops/executioner/CudaExecutioner.java
+++ b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/linalg/jcublas/ops/executioner/CudaExecutioner.java
@@ -2600,6 +2600,8 @@ public class CudaExecutioner extends DefaultOpExecutioner {
         val tadShape = new CudaLongDataBuffer(pack.primaryShapeInfo(), pack.specialShapeInfo(), pack.shapeInfoLength());
         val tadOffsets = new CudaLongDataBuffer(pack.primaryOffsets(), pack.specialOffsets(), pack.numberOfTads());
 
+        nativeOps.deleteTadPack(pack);
+
         return new TadPack(tadShape, tadOffsets);
     }
 
diff --git a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/nativeblas/Nd4jCuda.java b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/nativeblas/Nd4jCuda.java
index 364d393a9..6cc3516ed 100644
--- a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/nativeblas/Nd4jCuda.java
+++ b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/src/main/java/org/nd4j/nativeblas/Nd4jCuda.java
@@ -3048,6 +3048,7 @@ public static class NativeOps extends org.nd4j.nativeblas.NativeOps {
     public native ConstantDataBuffer constantBuffer(@Cast("nd4j::DataType") int dtype, ConstantDescriptor descriptor);
 
     public native void deleteShapeBuffer(@Cast("Nd4jPointer") Pointer ptr);
+    public native void deleteTadPack(@Cast("Nd4jPointer") Pointer ptr);
 
     public native @Cast("char*") String runLightBenchmarkSuit(@Cast("bool") boolean printOut);
     public native @Cast("char*") String runFullBenchmarkSuit(@Cast("bool") boolean printOut);
diff --git a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/linalg/cpu/nativecpu/ops/NativeOpExecutioner.java b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/linalg/cpu/nativecpu/ops/NativeOpExecutioner.java
index 0dc1e5070..cfccac828 100644
--- a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/linalg/cpu/nativecpu/ops/NativeOpExecutioner.java
+++ b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/linalg/cpu/nativecpu/ops/NativeOpExecutioner.java
@@ -2176,6 +2176,8 @@ public class NativeOpExecutioner extends DefaultOpExecutioner {
         val tadShape = new LongBuffer(pack.primaryShapeInfo(), pack.shapeInfoLength());
         val tadOffsets = new LongBuffer(pack.primaryOffsets(), pack.numberOfTads());
 
+        loop.deleteTadPack(pack);
+
         return new TadPack(tadShape, tadOffsets);
     }
 
diff --git a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/nativeblas/Nd4jCpu.java b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/nativeblas/Nd4jCpu.java
index ed82a05e3..0ce6fc210 100644
--- a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/nativeblas/Nd4jCpu.java
+++ b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native/src/main/java/org/nd4j/nativeblas/Nd4jCpu.java
@@ -3048,6 +3048,7 @@ public static class NativeOps extends org.nd4j.nativeblas.NativeOps {
     public native ConstantDataBuffer constantBuffer(@Cast("nd4j::DataType") int dtype, ConstantDescriptor descriptor);
 
     public native void deleteShapeBuffer(@Cast("Nd4jPointer") Pointer ptr);
+    public native void deleteTadPack(@Cast("Nd4jPointer") Pointer ptr);
 
     public native @Cast("char*") String runLightBenchmarkSuit(@Cast("bool") boolean printOut);
     public native @Cast("char*") String runFullBenchmarkSuit(@Cast("bool") boolean printOut);