gstreamer/subprojects/gst-plugins-bad/ext/onnx/tensor/gsttensormeta.h

124 lines
3.3 KiB
C

/*
* GStreamer gstreamer-tensormeta
* Copyright (C) 2023 Collabora Ltd
*
* gsttensormeta.h
*
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Library General Public
* License as published by the Free Software Foundation; either
* version 2 of the License, or (at your option) any later version.
*
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* Library General Public License for more details.
*
* You should have received a copy of the GNU Library General Public
* License along with this library; if not, write to the
* Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
* Boston, MA 02110-1301, USA.
*/
#ifndef __GST_TENSOR_META_H__
#define __GST_TENSOR_META_H__
#include <gst/gst.h>
/**
* GstTensorDataType:
*
* @GST_TENSOR_TYPE_INT4 signed 4 bit integer tensor data
* @GST_TENSOR_TYPE_INT8 signed 8 bit integer tensor data
* @GST_TENSOR_TYPE_INT16 signed 16 bit integer tensor data
* @GST_TENSOR_TYPE_INT32 signed 32 bit integer tensor data
* @GST_TENSOR_TYPE_INT64 signed 64 bit integer tensor data
* @GST_TENSOR_TYPE_UINT4 unsigned 4 bit integer tensor data
* @GST_TENSOR_TYPE_UINT8 unsigned 8 bit integer tensor data
* @GST_TENSOR_TYPE_UINT16 unsigned 16 bit integer tensor data
* @GST_TENSOR_TYPE_UINT32 unsigned 32 bit integer tensor data
* @GST_TENSOR_TYPE_UINT64 unsigned 64 bit integer tensor data
* @GST_TENSOR_TYPE_FLOAT16 16 bit floating point tensor data
* @GST_TENSOR_TYPE_FLOAT32 32 bit floating point tensor data
* @GST_TENSOR_TYPE_FLOAT64 64 bit floating point tensor data
* @GST_TENSOR_TYPE_BFLOAT16 "brain" 16 bit floating point tensor data
*
* Describe the type of data contain in the tensor.
*
* Since: 1.24
*/
typedef enum _GstTensorDataType
{
GST_TENSOR_TYPE_INT4,
GST_TENSOR_TYPE_INT8,
GST_TENSOR_TYPE_INT16,
GST_TENSOR_TYPE_INT32,
GST_TENSOR_TYPE_INT64,
GST_TENSOR_TYPE_UINT4,
GST_TENSOR_TYPE_UINT8,
GST_TENSOR_TYPE_UINT16,
GST_TENSOR_TYPE_UINT32,
GST_TENSOR_TYPE_UINT64,
GST_TENSOR_TYPE_FLOAT16,
GST_TENSOR_TYPE_FLOAT32,
GST_TENSOR_TYPE_FLOAT64,
GST_TENSOR_TYPE_BFLOAT16,
} GstTensorDataType;
/**
* GstTensor:
*
* @id: semantically identify the contents of the tensor
* @num_dims: number of tensor dimensions
* @dims: tensor dimensions
* @type: #GstTensorDataType of tensor data
* @data: #GstBuffer holding tensor data
*
* Since: 1.24
*/
typedef struct _GstTensor
{
GQuark id;
gint num_dims;
int64_t *dims;
GstTensorDataType data_type;
GstBuffer *data;
} GstTensor;
#define GST_TENSOR_MISSING_ID -1
/**
* GstTensorMeta:
*
* @meta base GstMeta
* @num_tensors number of tensors
* @tensor @ref GstTensor for each tensor
* @batch_size model batch size
*
* Since: 1.24
*/
typedef struct _GstTensorMeta
{
GstMeta meta;
gint num_tensors;
GstTensor *tensor;
int batch_size;
} GstTensorMeta;
G_BEGIN_DECLS
#define GST_TENSOR_META_API_TYPE \
(gst_tensor_meta_api_get_type())
#define GST_TENSOR_META_INFO \
(gst_tensor_meta_get_info())
GType gst_tensor_meta_api_get_type (void);
const GstMetaInfo *gst_tensor_meta_get_info (void);
gint gst_tensor_meta_get_index_from_id(GstTensorMeta *meta, GQuark id);
G_END_DECLS
#endif