Overloads for the bytes Tensor constrcutor.

extension/apple/ExecuTorch/Exported/ExecuTorchTensor.h

@@ -244,6 +244,48 @@ __attribute__((deprecated("This API is experimental.")))
                      dataType:(ExecuTorchDataType)dataType
                 shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism;
 
+/**
+ * Initializes a tensor by copying bytes from the provided pointer with dynamic bound shape.
+ *
+ * @param pointer A pointer to the source data buffer.
+ * @param shape An NSArray of NSNumber objects representing the tensor's shape.
+ * @param strides An NSArray of NSNumber objects representing the tensor's strides.
+ * @param dimensionOrder An NSArray of NSNumber objects indicating the order of dimensions.
+ * @param dataType An ExecuTorchDataType value specifying the element type.
+ * @return An initialized ExecuTorchTensor instance with its own copy of the data.
+ */
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                      strides:(NSArray<NSNumber *> *)strides
+               dimensionOrder:(NSArray<NSNumber *> *)dimensionOrder
+                     dataType:(ExecuTorchDataType)dataType;
+
+/**
+ * Initializes a tensor by copying bytes from the provided pointer, specifying shape, data type, and explicit shape dynamism.
+ *
+ * @param pointer A pointer to the source data buffer.
+ * @param shape An NSArray of NSNumber objects representing the tensor's shape.
+ * @param dataType An ExecuTorchDataType value specifying the element type.
+ * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape dynamism.
+ * @return An initialized ExecuTorchTensor instance with its own copy of the data.
+ */
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                     dataType:(ExecuTorchDataType)dataType
+                shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism;
+
+/**
+ * Initializes a tensor by copying bytes from the provided pointer, specifying only the shape and data type.
+ *
+ * @param pointer A pointer to the source data buffer.
+ * @param shape An NSArray of NSNumber objects representing the tensor's shape.
+ * @param dataType An ExecuTorchDataType value specifying the element type.
+ * @return An initialized ExecuTorchTensor instance with its own copy of the data.
+ */
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                     dataType:(ExecuTorchDataType)dataType;
+
 @end
 
 NS_ASSUME_NONNULL_END

extension/apple/ExecuTorch/Exported/ExecuTorchTensor.mm

@@ -164,4 +164,40 @@ - (instancetype)initWithBytes:(const void *)pointer
   return [self initWithNativeInstance:&tensor];
 }
 
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                      strides:(NSArray<NSNumber *> *)strides
+               dimensionOrder:(NSArray<NSNumber *> *)dimensionOrder
+                     dataType:(ExecuTorchDataType)dataType {
+  return [self initWithBytes:pointer
+                       shape:shape
+                     strides:strides
+              dimensionOrder:dimensionOrder
+                    dataType:dataType
+               shapeDynamism:ExecuTorchShapeDynamismDynamicBound];
+}
+
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                     dataType:(ExecuTorchDataType)dataType
+                shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism {
+  return [self initWithBytes:pointer
+                       shape:shape
+                     strides:@[]
+              dimensionOrder:@[]
+                    dataType:dataType
+               shapeDynamism:shapeDynamism];
+}
+
+- (instancetype)initWithBytes:(const void *)pointer
+                        shape:(NSArray<NSNumber *> *)shape
+                     dataType:(ExecuTorchDataType)dataType {
+  return [self initWithBytes:pointer
+                       shape:shape
+                     strides:@[]
+              dimensionOrder:@[]
+                    dataType:dataType
+               shapeDynamism:ExecuTorchShapeDynamismDynamicBound];
+}
+
 @end

extension/apple/ExecuTorch/__tests__/TensorTest.swift

@@ -67,4 +67,32 @@ class TensorTest: XCTestCase {
     XCTAssertEqual(tensor.shapeDynamism, .dynamicBound)
     XCTAssertEqual(tensor.count, 6)
   }
+
+  func testInitBytes() {
+    var data: [Double] = [1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
+    let tensor = data.withUnsafeMutableBytes {
+      Tensor(bytes: $0.baseAddress!, shape: [2, 3], dataType: .double)
+    }
+    XCTAssertEqual(tensor.dataType, .double)
+    XCTAssertEqual(tensor.shape, [2, 3])
+    XCTAssertEqual(tensor.strides, [3, 1])
+    XCTAssertEqual(tensor.dimensionOrder, [0, 1])
+    XCTAssertEqual(tensor.shapeDynamism, .dynamicBound)
+    XCTAssertEqual(tensor.count, 6)
+  }
+
+  func testWithCustomStridesAndDimensionOrder() {
+    let data: [Float] = [1.0, 2.0, 3.0, 4.0]
+    let tensor = Tensor(
+      bytes: data.withUnsafeBytes { $0.baseAddress! },
+      shape: [2, 2],
+      strides: [1, 2],
+      dimensionOrder: [1, 0],
+      dataType: .float
+    )
+    XCTAssertEqual(tensor.shape, [2, 2])
+    XCTAssertEqual(tensor.strides, [1, 2])
+    XCTAssertEqual(tensor.dimensionOrder, [1, 0])
+    XCTAssertEqual(tensor.count, 4)
+  }
 }