FaSTTUBe/GST-Tensordecoder-ov_ep
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analytics: Tensor dimensions are always row-major or col-major

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Simplify by removing the extra fields, as this is what all
frameworks give us.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/8250>
This commit is contained in:
Olivier Crête 2025-01-06 15:16:02 -06:00 committed by GStreamer Marge Bot
parent bb6bf7d23b
commit 33259e7ea4
6 changed files with 16 additions and 58 deletions
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2
.gitlab-image-tags.yml
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@ -13,6 +13,6 @@ variables:
LINT_TAG: '2024-02-20.0'
ABI_CHECK_TAG: '2024-12-20.2'
ABI_CHECK_TAG: '2025-01-08.1'
WINDOWS_TAG: '2024-11-29.0'

25
girs/GstAnalytics-1.0.gir
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@ -1259,7 +1259,7 @@ pixel to instance of an object is identified.</doc>
<field name="dims" writable="1">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">number of tensor dimensions</doc>
<array length="5" zero-terminated="0">
<type name="TensorDim" c:type="GstTensorDim"/>
<type name="gsize" c:type="gsize"/>
</array>
</field>
<constructor name="alloc" c:identifier="gst_tensor_alloc" version="1.26">
@ -1346,8 +1346,8 @@ dimension is dynamic.</doc>
<source-position filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h"/>
<return-value transfer-ownership="none">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.c">The dims array form the tensor</doc>
<array length="0" zero-terminated="0" c:type="GstTensorDim*">
<type name="TensorDim" c:type="GstTensorDim"/>
<array length="0" zero-terminated="0" c:type="gsize*">
<type name="gsize" c:type="gsize"/>
</array>
</return-value>
<parameters>
@ -1408,18 +1408,6 @@ dimension is dynamic.</doc>
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">"brain" 16 bit floating point tensor data</doc>
</member>
</enumeration>
<record name="TensorDim" c:type="GstTensorDim" version="1.26">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">Hold properties of the tensor's dimension</doc>
<source-position filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h"/>
<field name="size" writable="1">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">Size of the dimension. Use 0 for dynamic dimension using.</doc>
<type name="gsize" c:type="gsize"/>
</field>
<field name="order_index" writable="1">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">Dimension order in memory. @see_also #GST_TENSOR_DIM_ORDER_INDEXED</doc>
<type name="gsize" c:type="gsize"/>
</field>
</record>
<enumeration name="TensorDimOrder" version="1.26" c:type="GstTensorDimOrder">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">Indicate to read tensor from memory in row-major or column-major order.</doc>
<source-position filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h"/>
@ -1429,13 +1417,6 @@ dimension is dynamic.</doc>
<member name="col_major" value="1" c:identifier="GST_TENSOR_DIM_ORDER_COL_MAJOR">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">elements along a column are consecutive in memory</doc>
</member>
<member name="indexed" value="2" c:identifier="GST_TENSOR_DIM_ORDER_INDEXED">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">elements storage follow the order defined by
#GstTensorDim.order_index This mean that when iterating the tensor
the dimension with index 0 is the most nested in the loops and consecutive
in memory, followed by other dimensions in the order defined by
#GstTensorDim.order_index.</doc>
</member>
</enumeration>
<enumeration name="TensorLayout" version="1.26" c:type="GstTensorLayout">
<doc xml:space="preserve" filename="../subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h">Indicate tensor storage in memory.</doc>

2
subprojects/gst-plugins-bad/ext/onnx/gstonnxclient.cpp
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@ -351,7 +351,7 @@ GstOnnxClient::GstOnnxClient (GstElement *debug_parent):debug_parent(debug_paren
tensor->num_dims = tensorShape.size ();
for (size_t j = 0; j < tensorShape.size (); ++j)
tensor->dims[j].size = tensorShape[j];
tensor->dims[j] = tensorShape[j];
size_t numElements =
outputTensor.GetTensorTypeAndShapeInfo ().GetElementCount ();

9
subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.c
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@ -25,7 +25,7 @@
#include "gsttensor.h"
#define GST_TENSOR_SIZE(num_dims) \
(sizeof (GstTensor) + (sizeof (GstTensorDim) * num_dims))
(sizeof (GstTensor) + (sizeof (gsize) * num_dims))
G_DEFINE_BOXED_TYPE (GstTensor, gst_tensor,
(GBoxedCopyFunc) gst_tensor_copy, (GBoxedFreeFunc) gst_tensor_free);
@ -145,9 +145,8 @@ gst_tensor_new_simple (GQuark id, GstTensorDataType data_type, GstBuffer * data,
tensor->data = data;
tensor->dims_order = dims_order;
tensor->num_dims = num_dims;
for (i = 0; i < num_dims; i++) {
tensor->dims[i].size = dims[i];
}
memcpy (tensor->dims, dims, sizeof (gsize) * num_dims);
return tensor;
}
@ -203,7 +202,7 @@ gst_tensor_copy (const GstTensor * tensor)
* Since: 1.26
*/
GstTensorDim *
gsize *
gst_tensor_get_dims (GstTensor * tensor, gsize * num_dims)
{
if (num_dims)

28
subprojects/gst-plugins-bad/gst-libs/gst/analytics/gsttensor.h
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@ -73,11 +73,6 @@ typedef enum _GstTensorDataType
* GstTensorDimOrder:
* @GST_TENSOR_DIM_ORDER_ROW_MAJOR: elements along a row are consecutive in memory
* @GST_TENSOR_DIM_ORDER_COL_MAJOR: elements along a column are consecutive in memory
* @GST_TENSOR_DIM_ORDER_INDEXED: elements storage follow the order defined by
* #GstTensorDim.order_index This mean that when iterating the tensor
* the dimension with index 0 is the most nested in the loops and consecutive
* in memory, followed by other dimensions in the order defined by
* #GstTensorDim.order_index.
*
* Indicate to read tensor from memory in row-major or column-major order.
*
@ -86,8 +81,7 @@ typedef enum _GstTensorDataType
typedef enum _GstTensorDimOrder
{
GST_TENSOR_DIM_ORDER_ROW_MAJOR,
GST_TENSOR_DIM_ORDER_COL_MAJOR,
GST_TENSOR_DIM_ORDER_INDEXED
GST_TENSOR_DIM_ORDER_COL_MAJOR
} GstTensorDimOrder;
/**
@ -103,22 +97,6 @@ typedef enum _GstTensorLayout
GST_TENSOR_LAYOUT_CONTIGUOUS
} GstTensorLayout;
/**
* GstTensorDim:
* @size: Size of the dimension. Use 0 for dynamic dimension using.
* @order_index: Dimension order in memory. @see_also #GST_TENSOR_DIM_ORDER_INDEXED
*
* Hold properties of the tensor's dimension
*
* Since: 1.26
*/
typedef struct _GstTensorDim
{
gsize size;
gsize order_index;
} GstTensorDim;
/**
* GstTensor:
* @id: semantically identify the contents of the tensor
@ -141,7 +119,7 @@ typedef struct _GstTensor
GstBuffer *data;
GstTensorDimOrder dims_order;
gsize num_dims;
GstTensorDim dims[];
gsize dims[];
} GstTensor;
G_BEGIN_DECLS
@ -166,7 +144,7 @@ GST_ANALYTICS_META_API
GstTensor * gst_tensor_copy (const GstTensor * tensor);
GST_ANALYTICS_META_API
GstTensorDim * gst_tensor_get_dims (GstTensor * tensor, gsize * num_dims);
gsize * gst_tensor_get_dims (GstTensor * tensor, gsize * num_dims);
GST_ANALYTICS_META_API
GType gst_tensor_get_type (void);

8
subprojects/gst-python/testsuite/test_analytics.py
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@ -218,10 +218,10 @@ class TestAnalyticsTensorMeta(TestCase):
self.assertEqual(tensor.num_dims, 4)
dims = tensor.get_dims()
self.assertEqual(len(dims), 4)
self.assertEqual(dims[0].size, 1)
self.assertEqual(dims[1].size, 2)
self.assertEqual(dims[2].size, 3)
self.assertEqual(dims[3].size, 4)
self.assertEqual(dims[0], 1)
self.assertEqual(dims[1], 2)
self.assertEqual(dims[2], 3)
self.assertEqual(dims[3], 4)
self.assertEqual(tensor.data, data)
self.assertEqual(tensor.data_type, GstAnalytics.TensorDataType.UINT8)
self.assertEqual(tensor.dims_order, GstAnalytics.TensorDimOrder.ROW_MAJOR)