1 files changed, 2651 insertions, 0 deletions
diff --git a/contrib/DirectX-Headers-1.618.2/include/directx/DirectML.h b/contrib/DirectX-Headers-1.618.2/include/directx/DirectML.h
new file mode 100644
index 0000000..3bd1921
--- /dev/null
+++ b/contrib/DirectX-Headers-1.618.2/include/directx/DirectML.h
@@ -0,0 +1,2651 @@
+//  Copyright (c) Microsoft Corporation.  All rights reserved.
+#ifndef DIRECTML_H
+#define DIRECTML_H
+#pragma once
+#ifdef _GAMING_XBOX_SCARLETT
+#include "d3d12_xs.h"
+#elif _GAMING_XBOX_XBOXONE
+#include "d3d12_x.h"
+#else
+#include "d3d12.h"
+#endif
+#if WINAPI_FAMILY_PARTITION(WINAPI_PARTITION_APP | WINAPI_PARTITION_GAMES)
+#ifndef DML_DECLARE_INTERFACE
+#define DML_DECLARE_INTERFACE(iid) DECLSPEC_UUID(iid) DECLSPEC_NOVTABLE
+#endif
+#ifndef DML_TARGET_VERSION
+#if !defined(NTDDI_VERSION) || defined(DML_TARGET_VERSION_USE_LATEST) // Use the latest if using redist or no Windows target set.
+#define DML_TARGET_VERSION 0x6400
+#elif defined(NTDDI_WIN10_ZN) && NTDDI_VERSION >= NTDDI_WIN10_ZN
+#define DML_TARGET_VERSION 0x6000
+#elif defined(NTDDI_WIN10_NI) && NTDDI_VERSION >= NTDDI_WIN10_NI
+#define DML_TARGET_VERSION 0x5000
+#elif defined(NTDDI_WIN10_CO) && NTDDI_VERSION >= NTDDI_WIN10_CO
+#define DML_TARGET_VERSION 0x4000
+#elif defined(NTDDI_WIN10_FE) && NTDDI_VERSION >= NTDDI_WIN10_FE
+#define DML_TARGET_VERSION 0x3000
+#elif defined(NTDDI_WIN10_VB) && NTDDI_VERSION >= NTDDI_WIN10_VB // Windows 10 2004 Update
+#define DML_TARGET_VERSION 0x2000
+#else // defined(NTDDI_WIN10_19H1) && NTDDI_VERSION >= NTDDI_WIN10_19H1 // Windows 10 1903 Update
+#define DML_TARGET_VERSION 0x1000
+#endif
+#endif // !defined(DML_TARGET_VERSION)
+// ===================================================================================================================
+//   DirectML constants
+// ===================================================================================================================
+static const UINT DML_TENSOR_DIMENSION_COUNT_MAX = 5;
+#if DML_TARGET_VERSION >= 0x3000
+static const UINT DML_TENSOR_DIMENSION_COUNT_MAX1 = 8;
+#endif
+static const UINT DML_TEMPORARY_BUFFER_ALIGNMENT = 256;
+static const UINT DML_PERSISTENT_BUFFER_ALIGNMENT = 256;
+static const UINT DML_MINIMUM_BUFFER_TENSOR_ALIGNMENT = 16;
+// ===================================================================================================================
+//   Interface declarations
+// ===================================================================================================================
+interface IDMLObject;
+interface IDMLDevice;
+interface IDMLDeviceChild;
+interface IDMLPageable;
+interface IDMLDispatchable;
+interface IDMLOperator;
+interface IDMLCompiledOperator;
+interface IDMLOperatorInitializer;
+interface IDMLBindingTable;
+interface IDMLCommandRecorder;
+// ===================================================================================================================
+//   Tensor descriptions
+// ===================================================================================================================
+enum DML_TENSOR_DATA_TYPE
+{
+    DML_TENSOR_DATA_TYPE_UNKNOWN,
+    DML_TENSOR_DATA_TYPE_FLOAT32,
+    DML_TENSOR_DATA_TYPE_FLOAT16,
+    DML_TENSOR_DATA_TYPE_UINT32,
+    DML_TENSOR_DATA_TYPE_UINT16,
+    DML_TENSOR_DATA_TYPE_UINT8,
+    DML_TENSOR_DATA_TYPE_INT32,
+    DML_TENSOR_DATA_TYPE_INT16,
+    DML_TENSOR_DATA_TYPE_INT8,
+    DML_TENSOR_DATA_TYPE_FLOAT64,
+    DML_TENSOR_DATA_TYPE_UINT64,
+    DML_TENSOR_DATA_TYPE_INT64,
+#if DML_TARGET_VERSION >= 0x6300
+    DML_TENSOR_DATA_TYPE_UINT4,
+    DML_TENSOR_DATA_TYPE_INT4,
+#endif // DML_TARGET_VERSION >= 0x6300
+};
+enum DML_TENSOR_TYPE
+{
+    DML_TENSOR_TYPE_INVALID,
+    DML_TENSOR_TYPE_BUFFER,
+};
+enum DML_TENSOR_FLAGS
+{
+    DML_TENSOR_FLAG_NONE = 0x0,
+    DML_TENSOR_FLAG_OWNED_BY_DML = 0x1,
+};
+DEFINE_ENUM_FLAG_OPERATORS(DML_TENSOR_FLAGS)
+struct DML_BUFFER_TENSOR_DESC
+{
+    DML_TENSOR_DATA_TYPE DataType;
+    DML_TENSOR_FLAGS Flags;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Sizes;
+    _Field_size_opt_(DimensionCount) const UINT* Strides;
+    UINT64 TotalTensorSizeInBytes;
+    UINT GuaranteedBaseOffsetAlignment;
+};
+struct DML_TENSOR_DESC
+{
+    DML_TENSOR_TYPE Type;
+    _Field_size_(_Inexpressible_("Dependent on tensor type")) const void* Desc;
+};
+// ===================================================================================================================
+//   Operator types
+// ===================================================================================================================
+enum DML_OPERATOR_TYPE
+{
+    DML_OPERATOR_INVALID,
+    DML_OPERATOR_ELEMENT_WISE_IDENTITY,
+    DML_OPERATOR_ELEMENT_WISE_ABS,
+    DML_OPERATOR_ELEMENT_WISE_ACOS,
+    DML_OPERATOR_ELEMENT_WISE_ADD,
+    DML_OPERATOR_ELEMENT_WISE_ASIN,
+    DML_OPERATOR_ELEMENT_WISE_ATAN,
+    DML_OPERATOR_ELEMENT_WISE_CEIL,
+    DML_OPERATOR_ELEMENT_WISE_CLIP,
+    DML_OPERATOR_ELEMENT_WISE_COS,
+    DML_OPERATOR_ELEMENT_WISE_DIVIDE,
+    DML_OPERATOR_ELEMENT_WISE_EXP,
+    DML_OPERATOR_ELEMENT_WISE_FLOOR,
+    DML_OPERATOR_ELEMENT_WISE_LOG,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_AND,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_EQUALS,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_GREATER_THAN,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_LESS_THAN,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_NOT,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_OR,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_XOR,
+    DML_OPERATOR_ELEMENT_WISE_MAX,
+    DML_OPERATOR_ELEMENT_WISE_MEAN,
+    DML_OPERATOR_ELEMENT_WISE_MIN,
+    DML_OPERATOR_ELEMENT_WISE_MULTIPLY,
+    DML_OPERATOR_ELEMENT_WISE_POW,
+    DML_OPERATOR_ELEMENT_WISE_CONSTANT_POW,
+    DML_OPERATOR_ELEMENT_WISE_RECIP,
+    DML_OPERATOR_ELEMENT_WISE_SIN,
+    DML_OPERATOR_ELEMENT_WISE_SQRT,
+    DML_OPERATOR_ELEMENT_WISE_SUBTRACT,
+    DML_OPERATOR_ELEMENT_WISE_TAN,
+    DML_OPERATOR_ELEMENT_WISE_THRESHOLD,
+    DML_OPERATOR_ELEMENT_WISE_QUANTIZE_LINEAR,
+    DML_OPERATOR_ELEMENT_WISE_DEQUANTIZE_LINEAR,
+    DML_OPERATOR_ACTIVATION_ELU,
+    DML_OPERATOR_ACTIVATION_HARDMAX,
+    DML_OPERATOR_ACTIVATION_HARD_SIGMOID,
+    DML_OPERATOR_ACTIVATION_IDENTITY,
+    DML_OPERATOR_ACTIVATION_LEAKY_RELU,
+    DML_OPERATOR_ACTIVATION_LINEAR,
+    DML_OPERATOR_ACTIVATION_LOG_SOFTMAX,
+    DML_OPERATOR_ACTIVATION_PARAMETERIZED_RELU,
+    DML_OPERATOR_ACTIVATION_PARAMETRIC_SOFTPLUS,
+    DML_OPERATOR_ACTIVATION_RELU,
+    DML_OPERATOR_ACTIVATION_SCALED_ELU,
+    DML_OPERATOR_ACTIVATION_SCALED_TANH,
+    DML_OPERATOR_ACTIVATION_SIGMOID,
+    DML_OPERATOR_ACTIVATION_SOFTMAX,
+    DML_OPERATOR_ACTIVATION_SOFTPLUS,
+    DML_OPERATOR_ACTIVATION_SOFTSIGN,
+    DML_OPERATOR_ACTIVATION_TANH,
+    DML_OPERATOR_ACTIVATION_THRESHOLDED_RELU,
+    DML_OPERATOR_CONVOLUTION,
+    DML_OPERATOR_GEMM,
+    DML_OPERATOR_REDUCE,
+    DML_OPERATOR_AVERAGE_POOLING,
+    DML_OPERATOR_LP_POOLING,
+    DML_OPERATOR_MAX_POOLING,
+    DML_OPERATOR_ROI_POOLING,
+    DML_OPERATOR_SLICE,
+    DML_OPERATOR_CAST,
+    DML_OPERATOR_SPLIT,
+    DML_OPERATOR_JOIN,
+    DML_OPERATOR_PADDING,
+    DML_OPERATOR_VALUE_SCALE_2D,
+    DML_OPERATOR_UPSAMPLE_2D,
+    DML_OPERATOR_GATHER,
+    DML_OPERATOR_SPACE_TO_DEPTH,
+    DML_OPERATOR_DEPTH_TO_SPACE,
+    DML_OPERATOR_TILE,
+    DML_OPERATOR_TOP_K,
+    DML_OPERATOR_BATCH_NORMALIZATION,
+    DML_OPERATOR_MEAN_VARIANCE_NORMALIZATION,
+    DML_OPERATOR_LOCAL_RESPONSE_NORMALIZATION,
+    DML_OPERATOR_LP_NORMALIZATION,
+    DML_OPERATOR_RNN,
+    DML_OPERATOR_LSTM,
+    DML_OPERATOR_GRU,
+#if DML_TARGET_VERSION >= 0x2000
+    DML_OPERATOR_ELEMENT_WISE_SIGN,
+    DML_OPERATOR_ELEMENT_WISE_IS_NAN,
+    DML_OPERATOR_ELEMENT_WISE_ERF,
+    DML_OPERATOR_ELEMENT_WISE_SINH,
+    DML_OPERATOR_ELEMENT_WISE_COSH,
+    DML_OPERATOR_ELEMENT_WISE_TANH,
+    DML_OPERATOR_ELEMENT_WISE_ASINH,
+    DML_OPERATOR_ELEMENT_WISE_ACOSH,
+    DML_OPERATOR_ELEMENT_WISE_ATANH,
+    DML_OPERATOR_ELEMENT_WISE_IF,
+    DML_OPERATOR_ELEMENT_WISE_ADD1,
+    DML_OPERATOR_ACTIVATION_SHRINK,
+    DML_OPERATOR_MAX_POOLING1,
+    DML_OPERATOR_MAX_UNPOOLING,
+    DML_OPERATOR_DIAGONAL_MATRIX,
+    DML_OPERATOR_SCATTER_ELEMENTS,
+    DML_OPERATOR_SCATTER = DML_OPERATOR_SCATTER_ELEMENTS, // Alias name for backwards compatibility.
+    DML_OPERATOR_ONE_HOT,
+    DML_OPERATOR_RESAMPLE,
+#endif // DML_TARGET_VERSION >= 0x2000
+#if DML_TARGET_VERSION >= 0x2100
+    DML_OPERATOR_ELEMENT_WISE_BIT_SHIFT_LEFT,
+    DML_OPERATOR_ELEMENT_WISE_BIT_SHIFT_RIGHT,
+    DML_OPERATOR_ELEMENT_WISE_ROUND,
+    DML_OPERATOR_ELEMENT_WISE_IS_INFINITY,
+    DML_OPERATOR_ELEMENT_WISE_MODULUS_TRUNCATE,
+    DML_OPERATOR_ELEMENT_WISE_MODULUS_FLOOR,
+    DML_OPERATOR_FILL_VALUE_CONSTANT,
+    DML_OPERATOR_FILL_VALUE_SEQUENCE,
+    DML_OPERATOR_CUMULATIVE_SUMMATION,
+    DML_OPERATOR_REVERSE_SUBSEQUENCES,
+    DML_OPERATOR_GATHER_ELEMENTS,
+    DML_OPERATOR_GATHER_ND,
+    DML_OPERATOR_SCATTER_ND,
+    DML_OPERATOR_MAX_POOLING2,
+    DML_OPERATOR_SLICE1,
+    DML_OPERATOR_TOP_K1,
+    DML_OPERATOR_DEPTH_TO_SPACE1,
+    DML_OPERATOR_SPACE_TO_DEPTH1,
+    DML_OPERATOR_MEAN_VARIANCE_NORMALIZATION1,
+    DML_OPERATOR_RESAMPLE1,
+    DML_OPERATOR_MATRIX_MULTIPLY_INTEGER,
+    DML_OPERATOR_QUANTIZED_LINEAR_MATRIX_MULTIPLY,
+    DML_OPERATOR_CONVOLUTION_INTEGER,
+    DML_OPERATOR_QUANTIZED_LINEAR_CONVOLUTION,
+#endif // DML_TARGET_VERSION >= 0x2100
+#if DML_TARGET_VERSION >= 0x3000
+    DML_OPERATOR_ELEMENT_WISE_BIT_AND,
+    DML_OPERATOR_ELEMENT_WISE_BIT_OR,
+    DML_OPERATOR_ELEMENT_WISE_BIT_XOR,
+    DML_OPERATOR_ELEMENT_WISE_BIT_NOT,
+    DML_OPERATOR_ELEMENT_WISE_BIT_COUNT,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_GREATER_THAN_OR_EQUAL,
+    DML_OPERATOR_ELEMENT_WISE_LOGICAL_LESS_THAN_OR_EQUAL,
+    DML_OPERATOR_ACTIVATION_CELU,
+    DML_OPERATOR_ACTIVATION_RELU_GRAD,
+    DML_OPERATOR_AVERAGE_POOLING_GRAD,
+    DML_OPERATOR_MAX_POOLING_GRAD,
+    DML_OPERATOR_RANDOM_GENERATOR,
+    DML_OPERATOR_NONZERO_COORDINATES,
+    DML_OPERATOR_RESAMPLE_GRAD,
+    DML_OPERATOR_SLICE_GRAD,
+    DML_OPERATOR_ADAM_OPTIMIZER,
+    DML_OPERATOR_ARGMIN,
+    DML_OPERATOR_ARGMAX,
+    DML_OPERATOR_ROI_ALIGN,
+    DML_OPERATOR_GATHER_ND1,
+#endif // DML_TARGET_VERSION >= 0x3000
+#if DML_TARGET_VERSION >= 0x3100
+    DML_OPERATOR_ELEMENT_WISE_ATAN_YX,
+    DML_OPERATOR_ELEMENT_WISE_CLIP_GRAD,
+    DML_OPERATOR_ELEMENT_WISE_DIFFERENCE_SQUARE,
+    DML_OPERATOR_LOCAL_RESPONSE_NORMALIZATION_GRAD,
+    DML_OPERATOR_CUMULATIVE_PRODUCT,
+    DML_OPERATOR_BATCH_NORMALIZATION_GRAD,
+#endif // DML_TARGET_VERSION >= 0x3100
+#if DML_TARGET_VERSION >= 0x4000
+    DML_OPERATOR_ELEMENT_WISE_QUANTIZED_LINEAR_ADD,
+    DML_OPERATOR_DYNAMIC_QUANTIZE_LINEAR,
+    DML_OPERATOR_ROI_ALIGN1,
+#endif // DML_TARGET_VERSION >= 0x4000
+#if DML_TARGET_VERSION >= 0x4100
+    DML_OPERATOR_ROI_ALIGN_GRAD,
+    DML_OPERATOR_BATCH_NORMALIZATION_TRAINING,
+    DML_OPERATOR_BATCH_NORMALIZATION_TRAINING_GRAD,
+#endif // DML_TARGET_VERSION >= 0x4100
+#if DML_TARGET_VERSION >= 0x5000
+    DML_OPERATOR_ELEMENT_WISE_CLIP1,
+    DML_OPERATOR_ELEMENT_WISE_CLIP_GRAD1,
+    DML_OPERATOR_PADDING1,
+    DML_OPERATOR_ELEMENT_WISE_NEGATE,
+#endif // DML_TARGET_VERSION >= 0x5000
+#if DML_TARGET_VERSION >= 0x5100
+    DML_OPERATOR_ACTIVATION_GELU,
+    DML_OPERATOR_ACTIVATION_SOFTMAX1,
+    DML_OPERATOR_ACTIVATION_LOG_SOFTMAX1,
+    DML_OPERATOR_ACTIVATION_HARDMAX1,
+    DML_OPERATOR_RESAMPLE2,
+    DML_OPERATOR_RESAMPLE_GRAD1,
+    DML_OPERATOR_DIAGONAL_MATRIX1,
+#endif // DML_TARGET_VERSION >= 0x5100
+#if DML_TARGET_VERSION >= 0x6100
+    DML_OPERATOR_MULTIHEAD_ATTENTION,
+#endif // DML_TARGET_VERSION >= 0x6100
+#if DML_TARGET_VERSION >= 0x6200
+    DML_OPERATOR_LP_POOLING1,
+    DML_OPERATOR_AVERAGE_POOLING1,
+    DML_OPERATOR_ACTIVATION_SWISH,
+    DML_OPERATOR_ACTIVATION_HARD_SWISH,
+    DML_OPERATOR_QUANTIZED_LINEAR_AVERAGE_POOLING,
+    DML_OPERATOR_MATRIX_MULTIPLY_INTEGER_TO_FLOAT,
+#endif // DML_TARGET_VERSION >= 0x6200
+#if DML_TARGET_VERSION >= 0x6300
+    DML_OPERATOR_MEAN_VARIANCE_NORMALIZATION2,
+    DML_OPERATOR_MULTIHEAD_ATTENTION1,
+    DML_OPERATOR_QUANTIZE,
+    DML_OPERATOR_DEQUANTIZE,
+#endif // DML_TARGET_VERSION >= 0x6300
+#if DML_TARGET_VERSION >= 0x6400
+    DML_OPERATOR_RESAMPLE3,
+    DML_OPERATOR_FOLD,
+    DML_OPERATOR_UNFOLD,
+#endif // DML_TARGET_VERSION >= 0x6400
+};
+// ===================================================================================================================
+//   Operator enumerations and structures
+// ===================================================================================================================
+enum DML_REDUCE_FUNCTION
+{
+    DML_REDUCE_FUNCTION_ARGMAX,
+    DML_REDUCE_FUNCTION_ARGMIN,
+    DML_REDUCE_FUNCTION_AVERAGE,
+    DML_REDUCE_FUNCTION_L1,
+    DML_REDUCE_FUNCTION_L2,
+    DML_REDUCE_FUNCTION_LOG_SUM,
+    DML_REDUCE_FUNCTION_LOG_SUM_EXP,
+    DML_REDUCE_FUNCTION_MAX,
+    DML_REDUCE_FUNCTION_MIN,
+    DML_REDUCE_FUNCTION_MULTIPLY,
+    DML_REDUCE_FUNCTION_SUM,
+    DML_REDUCE_FUNCTION_SUM_SQUARE,
+};
+enum DML_MATRIX_TRANSFORM
+{
+    DML_MATRIX_TRANSFORM_NONE,
+    DML_MATRIX_TRANSFORM_TRANSPOSE,
+};
+enum DML_CONVOLUTION_MODE
+{
+    DML_CONVOLUTION_MODE_CONVOLUTION,
+    DML_CONVOLUTION_MODE_CROSS_CORRELATION,
+};
+enum DML_CONVOLUTION_DIRECTION
+{
+    DML_CONVOLUTION_DIRECTION_FORWARD,
+    DML_CONVOLUTION_DIRECTION_BACKWARD,
+};
+enum DML_PADDING_MODE
+{
+    DML_PADDING_MODE_CONSTANT,
+    DML_PADDING_MODE_EDGE,
+    DML_PADDING_MODE_REFLECTION,
+#if DML_TARGET_VERSION >= 0x3000
+    DML_PADDING_MODE_SYMMETRIC,
+#endif
+#if DML_TARGET_VERSION >= 0x6400
+    DML_PADDING_MODE_WRAP,
+#endif
+};
+enum DML_INTERPOLATION_MODE
+{
+    DML_INTERPOLATION_MODE_NEAREST_NEIGHBOR,
+    DML_INTERPOLATION_MODE_LINEAR,
+};
+struct DML_SCALE_BIAS
+{
+    FLOAT Scale;
+    FLOAT Bias;
+};
+struct DML_SIZE_2D
+{
+    UINT Width;
+    UINT Height;
+};
+enum DML_RECURRENT_NETWORK_DIRECTION
+{
+    DML_RECURRENT_NETWORK_DIRECTION_FORWARD,
+    DML_RECURRENT_NETWORK_DIRECTION_BACKWARD,
+    DML_RECURRENT_NETWORK_DIRECTION_BIDIRECTIONAL,
+};
+#if DML_TARGET_VERSION >= 0x2100
+enum DML_ROUNDING_MODE
+{
+    DML_ROUNDING_MODE_HALVES_TO_NEAREST_EVEN,
+    DML_ROUNDING_MODE_TOWARD_ZERO,
+    DML_ROUNDING_MODE_TOWARD_INFINITY,
+};
+enum DML_IS_INFINITY_MODE
+{
+    DML_IS_INFINITY_MODE_EITHER = 0,
+    DML_IS_INFINITY_MODE_POSITIVE = 1,
+    DML_IS_INFINITY_MODE_NEGATIVE = 2,
+};
+enum DML_AXIS_DIRECTION
+{
+    DML_AXIS_DIRECTION_INCREASING = 0,
+    DML_AXIS_DIRECTION_DECREASING = 1,
+};
+enum DML_DEPTH_SPACE_ORDER
+{
+    DML_DEPTH_SPACE_ORDER_DEPTH_COLUMN_ROW,
+    DML_DEPTH_SPACE_ORDER_COLUMN_ROW_DEPTH,
+};
+union DML_SCALAR_UNION
+{
+    BYTE   Bytes[8];
+    INT8   Int8;
+    UINT8  UInt8;
+    INT16  Int16;
+    UINT16 UInt16;
+    INT32  Int32;
+    UINT32 UInt32;
+    INT64  Int64;
+    UINT64 UInt64;
+    FLOAT  Float32;
+    DOUBLE Float64;
+};
+#endif // DML_TARGET_VERSION >= 0x2100
+#if DML_TARGET_VERSION >= 0x3000
+enum DML_RANDOM_GENERATOR_TYPE
+{
+    DML_RANDOM_GENERATOR_TYPE_PHILOX_4X32_10
+};
+#endif // DML_TARGET_VERSION >= 0x3000
+#if DML_TARGET_VERSION >= 0x6100
+enum DML_MULTIHEAD_ATTENTION_MASK_TYPE
+{
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE_NONE,
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE_KEY_SEQUENCE_LENGTH,
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE_KEY_SEQUENCE_END_START,
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE_KEY_QUERY_SEQUENCE_LENGTH_START_END,
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE_BOOLEAN,
+};
+#endif // DML_TARGET_VERSION >= 0x6100
+#if DML_TARGET_VERSION >= 0x6300
+enum DML_QUANTIZATION_TYPE
+{
+    DML_QUANTIZATION_TYPE_NONE,
+    DML_QUANTIZATION_TYPE_SCALE,
+    DML_QUANTIZATION_TYPE_SCALE_ZERO_POINT,
+};
+#endif // DML_TARGET_VERSION >= 0x6300
+// ===================================================================================================================
+//   Operator descriptions
+// ===================================================================================================================
+struct DML_OPERATOR_DESC
+{
+    DML_OPERATOR_TYPE Type;
+    _Field_size_(_Inexpressible_("Dependent on operator type")) const void* Desc;
+};
+struct DML_ELEMENT_WISE_IDENTITY_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ABS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ACOS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ADD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_ADD1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_ELEMENT_WISE_ASIN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ATAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_CEIL_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_CLIP_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+    FLOAT Min;
+    FLOAT Max;
+};
+struct DML_ELEMENT_WISE_COS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_DIVIDE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_EXP_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_FLOOR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_LOG_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_LOGICAL_AND_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_EQUALS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_GREATER_THAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_LESS_THAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_NOT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_OR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_XOR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_MAX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_MEAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_MIN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_MULTIPLY_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_POW_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ExponentTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_CONSTANT_POW_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+    FLOAT Exponent;
+};
+struct DML_ELEMENT_WISE_RECIP_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_SIN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_SQRT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_SUBTRACT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_TAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_THRESHOLD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+    FLOAT Min;
+};
+struct DML_ELEMENT_WISE_QUANTIZE_LINEAR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_DEQUANTIZE_LINEAR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_ELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+};
+struct DML_ACTIVATION_HARDMAX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_HARD_SIGMOID_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Beta;
+};
+struct DML_ACTIVATION_IDENTITY_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_LEAKY_RELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+};
+struct DML_ACTIVATION_LINEAR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Beta;
+};
+struct DML_ACTIVATION_LOG_SOFTMAX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_PARAMETERIZED_RELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* SlopeTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_PARAMETRIC_SOFTPLUS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Beta;
+};
+struct DML_ACTIVATION_RELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_SCALED_ELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Gamma;
+};
+struct DML_ACTIVATION_SCALED_TANH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Beta;
+};
+struct DML_ACTIVATION_SIGMOID_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_SOFTMAX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_SOFTPLUS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Steepness;
+};
+struct DML_ACTIVATION_SOFTSIGN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_TANH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_THRESHOLDED_RELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+};
+struct DML_CONVOLUTION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* FilterTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_CONVOLUTION_MODE Mode;
+    DML_CONVOLUTION_DIRECTION Direction;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* OutputPadding;
+    UINT GroupCount;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_GEMM_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    _Maybenull_ const DML_TENSOR_DESC* CTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_MATRIX_TRANSFORM TransA;
+    DML_MATRIX_TRANSFORM TransB;
+    FLOAT Alpha;
+    FLOAT Beta;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_REDUCE_OPERATOR_DESC
+{
+    DML_REDUCE_FUNCTION Function;
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+};
+struct DML_AVERAGE_POOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    BOOL IncludePadding;
+};
+struct DML_LP_POOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    UINT P;
+};
+struct DML_MAX_POOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+};
+struct DML_ROI_POOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ROITensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT SpatialScale;
+    DML_SIZE_2D PooledSize;
+};
+struct DML_SLICE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Offsets;
+    _Field_size_(DimensionCount) const UINT* Sizes;
+    _Field_size_(DimensionCount) const UINT* Strides;
+};
+struct DML_CAST_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_SPLIT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    UINT OutputCount;
+    _Field_size_(OutputCount) const DML_TENSOR_DESC* OutputTensors;
+    UINT Axis;
+};
+struct DML_JOIN_OPERATOR_DESC
+{
+    UINT InputCount;
+    _Field_size_(InputCount) const DML_TENSOR_DESC* InputTensors;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+};
+struct DML_PADDING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_PADDING_MODE PaddingMode;
+    FLOAT PaddingValue;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+};
+struct DML_VALUE_SCALE_2D_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Scale;
+    UINT ChannelCount;
+    _Field_size_(ChannelCount) const FLOAT* Bias;
+};
+struct DML_UPSAMPLE_2D_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_SIZE_2D ScaleSize;
+    DML_INTERPOLATION_MODE InterpolationMode;
+};
+struct DML_GATHER_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+    UINT IndexDimensions;
+};
+struct DML_SPACE_TO_DEPTH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT BlockSize;
+};
+struct DML_DEPTH_TO_SPACE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT BlockSize;
+};
+struct DML_TILE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT RepeatsCount;
+    _Field_size_(RepeatsCount) const UINT* Repeats;
+};
+struct DML_TOP_K_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputValueTensor;
+    const DML_TENSOR_DESC* OutputIndexTensor;
+    UINT Axis;
+    UINT K;
+};
+struct DML_BATCH_NORMALIZATION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* MeanTensor;
+    const DML_TENSOR_DESC* VarianceTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    BOOL Spatial;
+    FLOAT Epsilon;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_MEAN_VARIANCE_NORMALIZATION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    BOOL CrossChannel;
+    BOOL NormalizeVariance;
+    FLOAT Epsilon;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_LOCAL_RESPONSE_NORMALIZATION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    BOOL CrossChannel;
+    UINT LocalSize;
+    FLOAT Alpha;
+    FLOAT Beta;
+    FLOAT Bias;
+};
+struct DML_LP_NORMALIZATION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+    FLOAT Epsilon;
+    UINT P;
+};
+struct DML_RNN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* WeightTensor;
+    const DML_TENSOR_DESC* RecurrenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* HiddenInitTensor;
+    _Maybenull_ const DML_TENSOR_DESC* SequenceLengthsTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSequenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSingleTensor;
+    UINT ActivationDescCount;
+    _Field_size_(ActivationDescCount) const DML_OPERATOR_DESC* ActivationDescs;
+    DML_RECURRENT_NETWORK_DIRECTION Direction;
+};
+struct DML_LSTM_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* WeightTensor;
+    const DML_TENSOR_DESC* RecurrenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* HiddenInitTensor;
+    _Maybenull_ const DML_TENSOR_DESC* CellMemInitTensor;
+    _Maybenull_ const DML_TENSOR_DESC* SequenceLengthsTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PeepholeTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSequenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSingleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputCellSingleTensor;
+    UINT ActivationDescCount;
+    _Field_size_(ActivationDescCount) const DML_OPERATOR_DESC* ActivationDescs;
+    DML_RECURRENT_NETWORK_DIRECTION Direction;
+    float ClipThreshold;
+    BOOL UseClipThreshold;
+    BOOL CoupleInputForget;
+};
+struct DML_GRU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* WeightTensor;
+    const DML_TENSOR_DESC* RecurrenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* HiddenInitTensor;
+    _Maybenull_ const DML_TENSOR_DESC* SequenceLengthsTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSequenceTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputSingleTensor;
+    UINT ActivationDescCount;
+    _Field_size_(ActivationDescCount) const DML_OPERATOR_DESC* ActivationDescs;
+    DML_RECURRENT_NETWORK_DIRECTION Direction;
+    BOOL LinearBeforeReset;
+};
+#if DML_TARGET_VERSION >= 0x2000
+struct DML_ELEMENT_WISE_SIGN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_IS_NAN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_ERF_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_SINH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_COSH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_TANH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ASINH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ACOSH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_ATANH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+};
+struct DML_ELEMENT_WISE_IF_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ConditionTensor;
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_SHRINK_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Bias;
+    FLOAT Threshold;
+};
+struct DML_MAX_POOLING1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputIndicesTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+};
+struct DML_MAX_UNPOOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_DIAGONAL_MATRIX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* OutputTensor;
+    INT Offset;
+    FLOAT Value;
+};
+struct DML_SCATTER_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* UpdatesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+};
+struct DML_ONE_HOT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* ValuesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+};
+struct DML_RESAMPLE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    UINT ScaleCount;
+    _Field_size_(ScaleCount) const FLOAT* Scales;
+};
+#endif // DML_TARGET_VERSION >= 0x2000
+#if DML_TARGET_VERSION >= 0x2100
+struct DML_ELEMENT_WISE_BIT_SHIFT_LEFT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_BIT_SHIFT_RIGHT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_ROUND_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_ROUNDING_MODE RoundingMode;
+};
+struct DML_ELEMENT_WISE_IS_INFINITY_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_IS_INFINITY_MODE InfinityMode;
+};
+struct DML_ELEMENT_WISE_MODULUS_TRUNCATE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_MODULUS_FLOOR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_FILL_VALUE_CONSTANT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_TENSOR_DATA_TYPE ValueDataType;
+    DML_SCALAR_UNION Value;
+};
+struct DML_FILL_VALUE_SEQUENCE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_TENSOR_DATA_TYPE ValueDataType;
+    DML_SCALAR_UNION ValueStart;
+    DML_SCALAR_UNION ValueDelta;
+};
+struct DML_CUMULATIVE_SUMMATION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+    DML_AXIS_DIRECTION AxisDirection;
+    BOOL HasExclusiveSum;
+};
+struct DML_REVERSE_SUBSEQUENCES_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* SequenceLengthsTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+};
+struct DML_GATHER_ELEMENTS_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+};
+// Alias existing operator, symmetric with DML_GATHER_ELEMENTS_OPERATOR_DESC.
+using DML_SCATTER_ELEMENTS_OPERATOR_DESC = DML_SCATTER_OPERATOR_DESC;
+struct DML_GATHER_ND_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT InputDimensionCount;
+    UINT IndicesDimensionCount;
+};
+struct DML_SCATTER_ND_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* UpdatesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT InputDimensionCount;
+    UINT IndicesDimensionCount;
+};
+struct DML_MAX_POOLING2_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputIndicesTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+};
+struct DML_SLICE1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* InputWindowOffsets;
+    _Field_size_(DimensionCount) const UINT* InputWindowSizes;
+    _Field_size_(DimensionCount) const INT* InputWindowStrides;
+};
+struct DML_TOP_K1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputValueTensor;
+    const DML_TENSOR_DESC* OutputIndexTensor;
+    UINT Axis;
+    UINT K;
+    DML_AXIS_DIRECTION AxisDirection;
+};
+struct DML_DEPTH_TO_SPACE1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT BlockSize;
+    DML_DEPTH_SPACE_ORDER Order;
+};
+struct DML_SPACE_TO_DEPTH1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT BlockSize;
+    DML_DEPTH_SPACE_ORDER Order;
+};
+struct DML_MEAN_VARIANCE_NORMALIZATION1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+    BOOL NormalizeVariance;
+    FLOAT Epsilon;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_RESAMPLE1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const FLOAT* Scales;
+    _Field_size_(DimensionCount) const FLOAT* InputPixelOffsets;
+    _Field_size_(DimensionCount) const FLOAT* OutputPixelOffsets;
+};
+struct DML_MATRIX_MULTIPLY_INTEGER_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    _Maybenull_ const DML_TENSOR_DESC* AZeroPointTensor;
+    const DML_TENSOR_DESC* BTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_QUANTIZED_LINEAR_MATRIX_MULTIPLY_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* AScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* AZeroPointTensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* BScaleTensor; 
+    _Maybenull_ const DML_TENSOR_DESC* BZeroPointTensor;
+    const DML_TENSOR_DESC* OutputScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_CONVOLUTION_INTEGER_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* InputZeroPointTensor;
+    const DML_TENSOR_DESC* FilterTensor;
+    _Maybenull_ const DML_TENSOR_DESC* FilterZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    UINT GroupCount;
+};
+struct DML_QUANTIZED_LINEAR_CONVOLUTION_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* InputZeroPointTensor;
+    const DML_TENSOR_DESC* FilterTensor;
+    const DML_TENSOR_DESC* FilterScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* FilterZeroPointTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    UINT GroupCount;
+};
+#endif // DML_TARGET_VERSION >= 0x2100
+#if DML_TARGET_VERSION >= 0x3000
+struct DML_ELEMENT_WISE_BIT_AND_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_BIT_OR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_BIT_XOR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_BIT_NOT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_BIT_COUNT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_GREATER_THAN_OR_EQUAL_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_LOGICAL_LESS_THAN_OR_EQUAL_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_CELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+};
+struct DML_ACTIVATION_RELU_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+};
+struct DML_AVERAGE_POOLING_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    BOOL IncludePadding;
+};
+struct DML_MAX_POOLING_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+};
+struct DML_RANDOM_GENERATOR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputStateTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputStateTensor;
+    DML_RANDOM_GENERATOR_TYPE Type;
+};
+struct DML_NONZERO_COORDINATES_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputCountTensor;
+    const DML_TENSOR_DESC* OutputCoordinatesTensor;
+};
+struct DML_RESAMPLE_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const FLOAT* Scales;
+    _Field_size_(DimensionCount) const FLOAT* InputPixelOffsets;
+    _Field_size_(DimensionCount) const FLOAT* OutputPixelOffsets;
+};
+struct DML_SLICE_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* InputWindowOffsets;
+    _Field_size_(DimensionCount) const UINT* InputWindowSizes;
+    _Field_size_(DimensionCount) const INT* InputWindowStrides;
+};
+struct DML_ADAM_OPTIMIZER_OPERATOR_DESC
+{ 
+    const DML_TENSOR_DESC* InputParametersTensor;
+    const DML_TENSOR_DESC* InputFirstMomentTensor;
+    const DML_TENSOR_DESC* InputSecondMomentTensor;
+    const DML_TENSOR_DESC* GradientTensor;
+    const DML_TENSOR_DESC* TrainingStepTensor;
+    const DML_TENSOR_DESC* OutputParametersTensor;
+    const DML_TENSOR_DESC* OutputFirstMomentTensor;
+    const DML_TENSOR_DESC* OutputSecondMomentTensor;
+    FLOAT LearningRate;
+    FLOAT Beta1;
+    FLOAT Beta2;
+    FLOAT Epsilon;
+};
+struct DML_ARGMIN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+    DML_AXIS_DIRECTION AxisDirection;
+};
+struct DML_ARGMAX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+    DML_AXIS_DIRECTION AxisDirection;
+};
+struct DML_ROI_ALIGN_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ROITensor;
+    const DML_TENSOR_DESC* BatchIndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_REDUCE_FUNCTION ReductionFunction;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    FLOAT SpatialScaleX;
+    FLOAT SpatialScaleY;
+    FLOAT OutOfBoundsInputValue;
+    UINT MinimumSamplesPerOutput;
+    UINT MaximumSamplesPerOutput;
+};
+struct DML_GATHER_ND1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* IndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT InputDimensionCount;
+    UINT IndicesDimensionCount;
+    UINT BatchDimensionCount;
+};
+#endif // DML_TARGET_VERSION >= 0x3000
+#if DML_TARGET_VERSION >= 0x3100
+struct DML_ELEMENT_WISE_ATAN_YX_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ELEMENT_WISE_CLIP_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    FLOAT Min;
+    FLOAT Max;
+};
+struct DML_ELEMENT_WISE_DIFFERENCE_SQUARE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_LOCAL_RESPONSE_NORMALIZATION_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    BOOL CrossChannel;
+    UINT LocalSize;
+    FLOAT Alpha;
+    FLOAT Beta;
+    FLOAT Bias;
+};
+struct DML_CUMULATIVE_PRODUCT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT Axis;
+    DML_AXIS_DIRECTION AxisDirection;
+    BOOL HasExclusiveProduct;
+};
+struct DML_BATCH_NORMALIZATION_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* MeanTensor;
+    const DML_TENSOR_DESC* VarianceTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    const DML_TENSOR_DESC* OutputScaleGradientTensor;
+    const DML_TENSOR_DESC* OutputBiasGradientTensor;
+    FLOAT Epsilon;
+};
+#endif // DML_TARGET_VERSION >= 0x3100
+#if DML_TARGET_VERSION >= 0x4000
+struct DML_ELEMENT_WISE_QUANTIZED_LINEAR_ADD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* AScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* AZeroPointTensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* BScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BZeroPointTensor;
+    const DML_TENSOR_DESC* OutputScaleTensor;                   // This is an input tensor
+    _Maybenull_ const DML_TENSOR_DESC* OutputZeroPointTensor;   // This is an input tensor
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_DYNAMIC_QUANTIZE_LINEAR_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    const DML_TENSOR_DESC* OutputScaleTensor;                   // This is an output tensor
+    const DML_TENSOR_DESC* OutputZeroPointTensor;               // This is an output tensor
+};
+struct DML_ROI_ALIGN1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ROITensor;
+    const DML_TENSOR_DESC* BatchIndicesTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_REDUCE_FUNCTION ReductionFunction;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    FLOAT SpatialScaleX;
+    FLOAT SpatialScaleY;
+    FLOAT InputPixelOffset;
+    FLOAT OutputPixelOffset;
+    FLOAT OutOfBoundsInputValue;
+    UINT MinimumSamplesPerOutput;
+    UINT MaximumSamplesPerOutput;
+    BOOL AlignRegionsToCorners;
+};
+#endif // DML_TARGET_VERSION >= 0x4000
+#if DML_TARGET_VERSION >= 0x4100
+struct DML_ROI_ALIGN_GRAD_OPERATOR_DESC
+{
+    _Maybenull_ const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* ROITensor;
+    const DML_TENSOR_DESC* BatchIndicesTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputGradientTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputROIGradientTensor;
+    DML_REDUCE_FUNCTION ReductionFunction;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    FLOAT SpatialScaleX;
+    FLOAT SpatialScaleY;
+    FLOAT InputPixelOffset;
+    FLOAT OutputPixelOffset;
+    UINT MinimumSamplesPerOutput;
+    UINT MaximumSamplesPerOutput;
+    BOOL AlignRegionsToCorners;
+};
+struct DML_BATCH_NORMALIZATION_TRAINING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* FusedAddTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    const DML_TENSOR_DESC* OutputMeanTensor;
+    const DML_TENSOR_DESC* OutputVarianceTensor;
+    FLOAT Epsilon;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_BATCH_NORMALIZATION_TRAINING_GRAD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* MeanTensor;
+    const DML_TENSOR_DESC* VarianceTensor;
+    const DML_TENSOR_DESC* ScaleTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    const DML_TENSOR_DESC* OutputScaleGradientTensor;
+    const DML_TENSOR_DESC* OutputBiasGradientTensor;
+    FLOAT Epsilon;
+};
+#endif // DML_TARGET_VERSION >= 0x4100
+#if DML_TARGET_VERSION >= 0x5000
+struct DML_ELEMENT_WISE_CLIP1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_SCALE_BIAS* ScaleBias;
+    DML_TENSOR_DATA_TYPE MinMaxDataType;
+    DML_SCALAR_UNION Min;
+    DML_SCALAR_UNION Max;
+};
+struct DML_ELEMENT_WISE_CLIP_GRAD1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    DML_TENSOR_DATA_TYPE MinMaxDataType;
+    DML_SCALAR_UNION Min;
+    DML_SCALAR_UNION Max;
+};
+struct DML_PADDING1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_PADDING_MODE PaddingMode;
+    DML_TENSOR_DATA_TYPE PaddingValueDataType;
+    DML_SCALAR_UNION PaddingValue;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+};
+struct DML_ELEMENT_WISE_NEGATE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+#endif // DML_TARGET_VERSION >= 0x5000
+#if DML_TARGET_VERSION >= 0x5100
+struct DML_ACTIVATION_GELU_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_ACTIVATION_SOFTMAX1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+};
+struct DML_ACTIVATION_LOG_SOFTMAX1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+};
+struct DML_ACTIVATION_HARDMAX1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+};
+struct DML_RESAMPLE2_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    DML_AXIS_DIRECTION RoundingDirection;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const FLOAT* Scales;
+    _Field_size_(DimensionCount) const FLOAT* InputPixelOffsets;
+    _Field_size_(DimensionCount) const FLOAT* OutputPixelOffsets;
+};
+struct DML_RESAMPLE_GRAD1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputGradientTensor;
+    const DML_TENSOR_DESC* OutputGradientTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    DML_AXIS_DIRECTION RoundingDirection;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const FLOAT* Scales;
+    _Field_size_(DimensionCount) const FLOAT* InputPixelOffsets;
+    _Field_size_(DimensionCount) const FLOAT* OutputPixelOffsets;
+};
+struct DML_DIAGONAL_MATRIX1_OPERATOR_DESC
+{
+    _Maybenull_ const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_TENSOR_DATA_TYPE ValueDataType;
+    DML_SCALAR_UNION Value;
+    INT DiagonalFillBegin;
+    INT DiagonalFillEnd;
+};
+#endif // DML_TARGET_VERSION >= 0x5100
+#if DML_TARGET_VERSION >= 0x6100
+struct DML_MULTIHEAD_ATTENTION_OPERATOR_DESC
+{
+    _Maybenull_ const DML_TENSOR_DESC* QueryTensor;
+    _Maybenull_ const DML_TENSOR_DESC* KeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedQueryKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedKeyValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedQueryKeyValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* MaskTensor;
+    _Maybenull_ const DML_TENSOR_DESC* RelativePositionBiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PastKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PastValueTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputPresentKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputPresentValueTensor;
+    FLOAT Scale;
+    FLOAT MaskFilterValue;
+    UINT HeadCount;
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE MaskType;
+};
+#endif // DML_TARGET_VERSION >= 0x6100
+#if DML_TARGET_VERSION >= 0x6200
+struct DML_LP_POOLING1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    UINT P;
+};
+struct DML_AVERAGE_POOLING1_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    BOOL IncludePadding;
+};
+struct DML_ACTIVATION_SWISH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT SigmoidInputScale;
+};
+struct DML_ACTIVATION_HARD_SWISH_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    FLOAT Alpha;
+    FLOAT Beta;
+};
+struct DML_QUANTIZED_LINEAR_AVERAGE_POOLING_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* InputScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* InputZeroPointTensor;
+    const DML_TENSOR_DESC* OutputScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputZeroPointTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* Strides;
+    _Field_size_(DimensionCount) const UINT* WindowSize;
+    _Field_size_(DimensionCount) const UINT* StartPadding;
+    _Field_size_(DimensionCount) const UINT* EndPadding;
+    _Field_size_(DimensionCount) const UINT* Dilations;
+    BOOL IncludePadding;
+};
+struct DML_MATRIX_MULTIPLY_INTEGER_TO_FLOAT_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* ATensor;
+    const DML_TENSOR_DESC* AScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* AZeroPointTensor;
+    const DML_TENSOR_DESC* BTensor;
+    const DML_TENSOR_DESC* BScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BZeroPointTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+#endif // DML_TARGET_VERSION >= 0x6200
+#if DML_TARGET_VERSION >= 0x6300
+struct DML_MEAN_VARIANCE_NORMALIZATION2_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ScaleTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT AxisCount;
+    _Field_size_(AxisCount) const UINT* Axes;
+    BOOL UseMean;
+    BOOL UseVariance;
+    FLOAT Epsilon;
+    _Maybenull_ const DML_OPERATOR_DESC* FusedActivation;
+};
+struct DML_MULTIHEAD_ATTENTION1_OPERATOR_DESC
+{
+    _Maybenull_ const DML_TENSOR_DESC* QueryTensor;
+    _Maybenull_ const DML_TENSOR_DESC* KeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* ValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedQueryKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedKeyValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* StackedQueryKeyValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* BiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* MaskTensor;
+    _Maybenull_ const DML_TENSOR_DESC* RelativePositionBiasTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PastKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PastValueTensor;
+    _Maybenull_ const DML_TENSOR_DESC* PastSequenceLengthsTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputPresentKeyTensor;
+    _Maybenull_ const DML_TENSOR_DESC* OutputPresentValueTensor;
+    FLOAT Scale;
+    FLOAT MaskFilterValue;
+    UINT QueryHeadCount;
+    UINT KeyValueHeadCount;
+    DML_MULTIHEAD_ATTENTION_MASK_TYPE MaskType;
+};
+struct DML_QUANTIZE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    DML_QUANTIZATION_TYPE QuantizationType;
+    UINT QuantizationTensorCount;
+    _Field_size_(QuantizationTensorCount) const DML_TENSOR_DESC* QuantizationTensors;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+struct DML_DEQUANTIZE_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    DML_QUANTIZATION_TYPE QuantizationType;
+    UINT QuantizationTensorCount;
+    _Field_size_(QuantizationTensorCount) const DML_TENSOR_DESC* QuantizationTensors;
+    const DML_TENSOR_DESC* OutputTensor;
+};
+#endif // DML_TARGET_VERSION >= 0x6300
+#if DML_TARGET_VERSION >= 0x6400
+struct DML_RESAMPLE3_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    DML_INTERPOLATION_MODE InterpolationMode;
+    DML_AXIS_DIRECTION RoundingDirection;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const FLOAT* Scales;
+    _Field_size_(DimensionCount) const FLOAT* InputPixelOffsets;
+    _Field_size_(DimensionCount) const FLOAT* OutputPixelOffsets;
+    BOOL Antialiased;
+};
+struct DML_FOLD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* WindowSizes; // Size of the extracted patch
+    _Field_size_(DimensionCount) const UINT* Strides; // Step size of the extracted patches
+    _Field_size_(DimensionCount) const UINT* Dilations; // Dialations of the extracted patch
+    _Field_size_(DimensionCount) const UINT* StartPadding; // Start padding of the "source tensor"
+    _Field_size_(DimensionCount) const UINT* EndPadding; // End padding of the "source tensor"
+};
+struct DML_UNFOLD_OPERATOR_DESC
+{
+    const DML_TENSOR_DESC* InputTensor;
+    const DML_TENSOR_DESC* OutputTensor;
+    UINT DimensionCount;
+    _Field_size_(DimensionCount) const UINT* WindowSizes; // Size of the extracted patch
+    _Field_size_(DimensionCount) const UINT* Strides; // Step size of the extracted patches
+    _Field_size_(DimensionCount) const UINT* Dilations; // Dialations of the extracted patch
+    _Field_size_(DimensionCount) const UINT* StartPadding; // Start padding of the "source tensor"
+    _Field_size_(DimensionCount) const UINT* EndPadding; // End padding of the "source tensor"
+};
+#endif // DML_TARGET_VERSION >= 0x6400
+// ===================================================================================================================
+//   DML feature support queries
+// ===================================================================================================================
+#if DML_TARGET_VERSION >= 0x2000
+enum DML_FEATURE_LEVEL
+{
+    DML_FEATURE_LEVEL_1_0 = 0x1000,
+    DML_FEATURE_LEVEL_2_0 = 0x2000,
+    DML_FEATURE_LEVEL_2_1 = 0x2100, 
+    DML_FEATURE_LEVEL_3_0 = 0x3000,
+    DML_FEATURE_LEVEL_3_1 = 0x3100,
+    DML_FEATURE_LEVEL_4_0 = 0x4000,
+    DML_FEATURE_LEVEL_4_1 = 0x4100,
+    DML_FEATURE_LEVEL_5_0 = 0x5000,
+    DML_FEATURE_LEVEL_5_1 = 0x5100,
+    DML_FEATURE_LEVEL_5_2 = 0x5200,
+    DML_FEATURE_LEVEL_6_0 = 0x6000,
+    DML_FEATURE_LEVEL_6_1 = 0x6100,
+    DML_FEATURE_LEVEL_6_2 = 0x6200,
+    DML_FEATURE_LEVEL_6_3 = 0x6300,
+    DML_FEATURE_LEVEL_6_4 = 0x6400,
+};
+#endif // DML_TARGET_VERSION >= 0x2000
+enum DML_FEATURE
+{
+    DML_FEATURE_TENSOR_DATA_TYPE_SUPPORT,
+#if DML_TARGET_VERSION >= 0x2000
+    DML_FEATURE_FEATURE_LEVELS,
+#endif // DML_TARGET_VERSION >= 0x2000
+};
+struct DML_FEATURE_QUERY_TENSOR_DATA_TYPE_SUPPORT
+{
+    DML_TENSOR_DATA_TYPE DataType;
+};
+struct DML_FEATURE_DATA_TENSOR_DATA_TYPE_SUPPORT
+{
+    BOOL IsSupported;
+};
+#if DML_TARGET_VERSION >= 0x2000
+struct DML_FEATURE_QUERY_FEATURE_LEVELS
+{
+    UINT RequestedFeatureLevelCount;
+    _Field_size_(RequestedFeatureLevelCount) const DML_FEATURE_LEVEL* RequestedFeatureLevels;
+};
+struct DML_FEATURE_DATA_FEATURE_LEVELS
+{
+    DML_FEATURE_LEVEL MaxSupportedFeatureLevel;
+};
+#endif // DML_TARGET_VERSION >= 0x2000
+// ===================================================================================================================
+//   DML device functions, enumerations, and structures
+// ===================================================================================================================
+struct DML_BINDING_TABLE_DESC
+{
+    IDMLDispatchable* Dispatchable;
+    D3D12_CPU_DESCRIPTOR_HANDLE CPUDescriptorHandle;
+    D3D12_GPU_DESCRIPTOR_HANDLE GPUDescriptorHandle;
+    UINT SizeInDescriptors;
+};
+enum DML_EXECUTION_FLAGS
+{
+    DML_EXECUTION_FLAG_NONE = 0,
+    DML_EXECUTION_FLAG_ALLOW_HALF_PRECISION_COMPUTATION = 0x1,
+    DML_EXECUTION_FLAG_DISABLE_META_COMMANDS = 0x2,
+    DML_EXECUTION_FLAG_DESCRIPTORS_VOLATILE = 0x4,
+};
+DEFINE_ENUM_FLAG_OPERATORS(DML_EXECUTION_FLAGS)
+enum DML_CREATE_DEVICE_FLAGS
+{
+    DML_CREATE_DEVICE_FLAG_NONE = 0,
+    DML_CREATE_DEVICE_FLAG_DEBUG = 0x1,
+};
+DEFINE_ENUM_FLAG_OPERATORS(DML_CREATE_DEVICE_FLAGS)
+STDAPI DMLCreateDevice(
+    ID3D12Device* d3d12Device,
+    DML_CREATE_DEVICE_FLAGS flags,
+    REFIID riid, // Expected: IDMLDevice
+    _COM_Outptr_opt_ void** ppv
+    );
+#if DML_TARGET_VERSION >= 0x2000
+STDAPI DMLCreateDevice1(
+    ID3D12Device* d3d12Device,
+    DML_CREATE_DEVICE_FLAGS flags,
+    DML_FEATURE_LEVEL minimumFeatureLevel,
+    REFIID riid, // Expected: IDMLDevice
+    _COM_Outptr_opt_ void** ppv
+    );
+#endif // DML_TARGET_VERSION >= 0x2000
+// ===================================================================================================================
+//   DML object
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("c8263aac-9e0c-4a2d-9b8e-007521a3317c") IDMLObject : IUnknown
+{
+    IFACEMETHOD(GetPrivateData)(
+        REFGUID guid,
+        _Inout_ UINT* dataSize,
+        _Out_writes_bytes_opt_(*dataSize) void* data
+        ) = 0;
+    IFACEMETHOD(SetPrivateData)(
+        REFGUID guid,
+        UINT dataSize,
+        _In_reads_bytes_opt_(dataSize) const void* data
+        ) = 0;
+    IFACEMETHOD(SetPrivateDataInterface)(
+        REFGUID guid,
+        _In_opt_ IUnknown* data
+        ) = 0;
+    IFACEMETHOD(SetName)(
+        PCWSTR name
+        ) = 0;
+};
+// ===================================================================================================================
+//   DML device
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("6dbd6437-96fd-423f-a98c-ae5e7c2a573f") IDMLDevice : IDMLObject
+{
+    IFACEMETHOD(CheckFeatureSupport)(
+        DML_FEATURE feature,
+        UINT featureQueryDataSize,
+        _In_reads_bytes_opt_(featureQueryDataSize) const void* featureQueryData,
+        UINT featureSupportDataSize,
+        _Out_writes_bytes_(featureSupportDataSize) void* featureSupportData
+        ) = 0;
+    
+    IFACEMETHOD(CreateOperator)(
+        const DML_OPERATOR_DESC* desc,
+        REFIID riid, // expected: IDMLOperator
+        _COM_Outptr_opt_ void** ppv
+        ) = 0;
+    
+    IFACEMETHOD(CompileOperator)(
+        IDMLOperator* op,
+        DML_EXECUTION_FLAGS flags,
+        REFIID riid, // expected: IDMLCompiledOperator
+        _COM_Outptr_opt_ void** ppv
+        ) = 0;
+    
+    IFACEMETHOD(CreateOperatorInitializer)(
+        UINT operatorCount,
+        _In_reads_opt_(operatorCount) IDMLCompiledOperator* const* operators,
+        REFIID riid, // expected: IDMLOperatorInitializer
+        _COM_Outptr_ void** ppv
+        ) = 0;
+    
+    IFACEMETHOD(CreateCommandRecorder)(
+        REFIID riid, // expected: IDMLCommandRecorder
+        _COM_Outptr_ void** ppv
+        ) = 0;
+    
+    IFACEMETHOD(CreateBindingTable)(
+        _In_opt_ const DML_BINDING_TABLE_DESC* desc,
+        REFIID riid, // expected: IDMLBindingTable
+        _COM_Outptr_ void** ppv
+        ) = 0;
+    
+    IFACEMETHOD(Evict)(
+        UINT count,
+        _In_reads_(count) IDMLPageable* const* ppObjects
+        ) = 0;
+    
+    IFACEMETHOD(MakeResident)(
+        UINT count,
+        _In_reads_(count) IDMLPageable* const* ppObjects
+        ) = 0;
+    
+    IFACEMETHOD(GetDeviceRemovedReason)(
+        ) = 0;
+    IFACEMETHOD(GetParentDevice)(
+        REFIID riid,
+        _COM_Outptr_ void** ppv
+        ) = 0;
+};
+// ===================================================================================================================
+//   DML device children
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("27e83142-8165-49e3-974e-2fd66e4cb69d") IDMLDeviceChild : IDMLObject
+{
+    IFACEMETHOD(GetDevice)(
+        REFIID riid, // expected: IDMLDevice
+        _COM_Outptr_ void** ppv
+        ) = 0;
+};
+interface DML_DECLARE_INTERFACE("b1ab0825-4542-4a4b-8617-6dde6e8f6201") IDMLPageable : IDMLDeviceChild
+{
+};
+// ===================================================================================================================
+//   DML operator
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("26caae7a-3081-4633-9581-226fbe57695d") IDMLOperator : IDMLDeviceChild
+{
+};
+// ===================================================================================================================
+//   DML dispatchable
+// ===================================================================================================================
+struct DML_BINDING_PROPERTIES
+{
+    UINT RequiredDescriptorCount;
+    UINT64 TemporaryResourceSize;
+    UINT64 PersistentResourceSize;
+};
+interface DML_DECLARE_INTERFACE("dcb821a8-1039-441e-9f1c-b1759c2f3cec") IDMLDispatchable : IDMLPageable
+{
+    IFACEMETHOD_(DML_BINDING_PROPERTIES, GetBindingProperties)() = 0;
+};
+// ===================================================================================================================
+//   DML compiled operator
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("6b15e56a-bf5c-4902-92d8-da3a650afea4") IDMLCompiledOperator : IDMLDispatchable
+{
+};
+// ===================================================================================================================
+//   DML operator initializer
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("427c1113-435c-469c-8676-4d5dd072f813") IDMLOperatorInitializer : IDMLDispatchable
+{
+    IFACEMETHOD(Reset)(
+        UINT operatorCount,
+        _In_reads_opt_(operatorCount) IDMLCompiledOperator* const* operators
+        ) = 0;
+};
+// ===================================================================================================================
+//   DML binding table
+// ===================================================================================================================
+enum DML_BINDING_TYPE
+{
+    DML_BINDING_TYPE_NONE,
+    DML_BINDING_TYPE_BUFFER,
+    DML_BINDING_TYPE_BUFFER_ARRAY,
+};
+struct DML_BINDING_DESC
+{
+    DML_BINDING_TYPE Type;
+    _Field_size_opt_(_Inexpressible_("Dependent on binding type")) const void* Desc;
+};
+struct DML_BUFFER_BINDING
+{
+    _Maybenull_ ID3D12Resource* Buffer;
+    UINT64 Offset;
+    UINT64 SizeInBytes;
+};
+struct DML_BUFFER_ARRAY_BINDING
+{
+    UINT BindingCount;
+    _Field_size_(BindingCount) const DML_BUFFER_BINDING* Bindings;
+};
+interface DML_DECLARE_INTERFACE("29c687dc-de74-4e3b-ab00-1168f2fc3cfc") IDMLBindingTable : IDMLDeviceChild
+{
+    IFACEMETHOD_(void, BindInputs)(
+        UINT bindingCount,
+        _In_reads_opt_(bindingCount) const DML_BINDING_DESC* bindings
+        ) = 0;
+    IFACEMETHOD_(void, BindOutputs)(
+        UINT bindingCount,
+        _In_reads_opt_(bindingCount) const DML_BINDING_DESC* bindings
+        ) = 0;
+    IFACEMETHOD_(void, BindTemporaryResource)(
+        _In_opt_ const DML_BINDING_DESC* binding
+        ) = 0;
+    IFACEMETHOD_(void, BindPersistentResource)(
+        _In_opt_ const DML_BINDING_DESC* binding
+        ) = 0;
+    IFACEMETHOD(Reset)(
+        _In_opt_ const DML_BINDING_TABLE_DESC* desc
+        ) = 0;
+};
+// ===================================================================================================================
+//   DML command recorder
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("e6857a76-2e3e-4fdd-bff4-5d2ba10fb453") IDMLCommandRecorder : IDMLDeviceChild
+{
+    IFACEMETHOD_(void, RecordDispatch)(
+        ID3D12CommandList* commandList,
+        IDMLDispatchable* dispatchable,
+        IDMLBindingTable* bindings
+        ) = 0;
+};
+// ===================================================================================================================
+//   DML debug
+// ===================================================================================================================
+interface DML_DECLARE_INTERFACE("7d6f3ac9-394a-4ac3-92a7-390cc57a8217") IDMLDebugDevice : IUnknown
+{
+    IFACEMETHOD_(void, SetMuteDebugOutput)(
+        BOOL mute
+        ) = 0;
+};
+// =================================================================================================================== 
+// DML graph 
+// =================================================================================================================== 
+#if DML_TARGET_VERSION >= 0x2100
+enum DML_GRAPH_EDGE_TYPE 
+{ 
+    DML_GRAPH_EDGE_TYPE_INVALID, 
+    DML_GRAPH_EDGE_TYPE_INPUT, 
+    DML_GRAPH_EDGE_TYPE_OUTPUT, 
+    DML_GRAPH_EDGE_TYPE_INTERMEDIATE, 
+}; 
+struct DML_GRAPH_EDGE_DESC 
+{ 
+    DML_GRAPH_EDGE_TYPE Type; 
+    _Field_size_(_Inexpressible_("Dependent on edge type")) const void* Desc; 
+}; 
+struct DML_INPUT_GRAPH_EDGE_DESC 
+{ 
+    UINT GraphInputIndex; 
+    UINT ToNodeIndex; 
+    UINT ToNodeInputIndex; 
+    _Field_z_ _Maybenull_ const char* Name; 
+}; 
+struct DML_OUTPUT_GRAPH_EDGE_DESC 
+{ 
+    UINT FromNodeIndex; 
+    UINT FromNodeOutputIndex; 
+    UINT GraphOutputIndex; 
+    _Field_z_ _Maybenull_ const char* Name; 
+}; 
+struct DML_INTERMEDIATE_GRAPH_EDGE_DESC 
+{ 
+    UINT FromNodeIndex; 
+    UINT FromNodeOutputIndex; 
+    UINT ToNodeIndex; 
+    UINT ToNodeInputIndex; 
+    _Field_z_ _Maybenull_ const char* Name; 
+}; 
+enum DML_GRAPH_NODE_TYPE 
+{ 
+    DML_GRAPH_NODE_TYPE_INVALID, 
+    DML_GRAPH_NODE_TYPE_OPERATOR,
+#if DML_TARGET_VERSION >= 0x6200
+    DML_GRAPH_NODE_TYPE_CONSTANT
+#endif // DML_TARGET_VERSION >= 0x6200
+}; 
+struct DML_GRAPH_NODE_DESC 
+{ 
+    DML_GRAPH_NODE_TYPE Type; 
+    _Field_size_(_Inexpressible_("Dependent on node type")) const void* Desc; 
+}; 
+struct DML_OPERATOR_GRAPH_NODE_DESC 
+{ 
+    IDMLOperator* Operator; 
+    _Field_z_ _Maybenull_ const char* Name; 
+}; 
+#if DML_TARGET_VERSION >= 0x6200
+struct DML_CONSTANT_DATA_GRAPH_NODE_DESC 
+{ 
+    _Field_size_bytes_(DataSize) const void* Data;
+    SIZE_T DataSize;
+    _Field_z_ _Maybenull_ const char* Name; 
+}; 
+#endif // DML_TARGET_VERSION >= 0x6200
+struct DML_GRAPH_DESC 
+{ 
+    UINT InputCount; 
+    UINT OutputCount; 
+    UINT NodeCount; 
+    _Field_size_(NodeCount) const DML_GRAPH_NODE_DESC* Nodes; 
+    UINT InputEdgeCount; 
+    _Field_size_opt_(InputEdgeCount) const DML_GRAPH_EDGE_DESC* InputEdges; 
+    UINT OutputEdgeCount; 
+    _Field_size_(OutputEdgeCount) const DML_GRAPH_EDGE_DESC* OutputEdges; 
+    UINT IntermediateEdgeCount; 
+    _Field_size_opt_(IntermediateEdgeCount) const DML_GRAPH_EDGE_DESC* IntermediateEdges; 
+}; 
+interface DML_DECLARE_INTERFACE("a0884f9a-d2be-4355-aa5d-5901281ad1d2") IDMLDevice1 : IDMLDevice 
+{ 
+    IFACEMETHOD(CompileGraph)( 
+        const DML_GRAPH_DESC* desc, 
+        DML_EXECUTION_FLAGS flags, 
+        REFIID riid, // expected: IDMLCompiledOperator 
+        _COM_Outptr_opt_ void** ppv 
+        ) = 0; 
+};
+#endif // DML_TARGET_VERSION >= 0x2100
+#endif // WINAPI_FAMILY_PARTITION(WINAPI_PARTITION_APP | WINAPI_PARTITION_GAMES)
+#endif // DIRECTML_H