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authorLimin Wang <lance.lmwang@gmail.com>2021-04-28 18:47:08 +0800
committerGuo, Yejun <yejun.guo@intel.com>2021-04-29 20:02:29 +0800
commitf183d6555e714e00b41aec728feb8a731826cbdc (patch)
treeec784e1efd0d7819d4a50338679c6c3e01eeb21d /libavfilter
parent4e8d22478bc854949a9adbda97348f2997e1dc8d (diff)
downloadffmpeg-f183d6555e714e00b41aec728feb8a731826cbdc.tar.gz
avfilter/dnn/dnn_backend_tf: simplify the code with ff_hex_to_data
please use tools/python/tf_sess_config.py to get the sess_config after that. note the byte order of session config is in normal order. bump the MICRO version for the config change. Signed-off-by: Limin Wang <lance.lmwang@gmail.com>
Diffstat (limited to 'libavfilter')
-rw-r--r--libavfilter/dnn/dnn_backend_tf.c42
-rw-r--r--libavfilter/version.h2
2 files changed, 9 insertions, 35 deletions
diff --git a/libavfilter/dnn/dnn_backend_tf.c b/libavfilter/dnn/dnn_backend_tf.c
index fb799d2b70..076dd3d6a9 100644
--- a/libavfilter/dnn/dnn_backend_tf.c
+++ b/libavfilter/dnn/dnn_backend_tf.c
@@ -28,6 +28,7 @@
#include "dnn_backend_native_layer_conv2d.h"
#include "dnn_backend_native_layer_depth2space.h"
#include "libavformat/avio.h"
+#include "libavformat/internal.h"
#include "libavutil/avassert.h"
#include "../internal.h"
#include "dnn_backend_native_layer_pad.h"
@@ -206,53 +207,26 @@ static DNNReturnType load_tf_model(TFModel *tf_model, const char *model_filename
// prepare the sess config data
if (tf_model->ctx.options.sess_config != NULL) {
+ const char *config;
/*
tf_model->ctx.options.sess_config is hex to present the serialized proto
required by TF_SetConfig below, so we need to first generate the serialized
- proto in a python script, the following is a script example to generate
- serialized proto which specifies one GPU, we can change the script to add
- more options.
-
- import tensorflow as tf
- gpu_options = tf.GPUOptions(visible_device_list='0')
- config = tf.ConfigProto(gpu_options=gpu_options)
- s = config.SerializeToString()
- b = ''.join("%02x" % int(ord(b)) for b in s[::-1])
- print('0x%s' % b)
-
- the script output looks like: 0xab...cd, and then pass 0xab...cd to sess_config.
+ proto in a python script, tools/python/tf_sess_config.py is a script example
+ to generate the configs of sess_config.
*/
- char tmp[3];
- tmp[2] = '\0';
-
if (strncmp(tf_model->ctx.options.sess_config, "0x", 2) != 0) {
av_log(ctx, AV_LOG_ERROR, "sess_config should start with '0x'\n");
return DNN_ERROR;
}
+ config = tf_model->ctx.options.sess_config + 2;
+ sess_config_length = ff_hex_to_data(NULL, config);
- sess_config_length = strlen(tf_model->ctx.options.sess_config);
- if (sess_config_length % 2 != 0) {
- av_log(ctx, AV_LOG_ERROR, "the length of sess_config is not even (%s), "
- "please re-generate the config.\n",
- tf_model->ctx.options.sess_config);
- return DNN_ERROR;
- }
-
- sess_config_length -= 2; //ignore the first '0x'
- sess_config_length /= 2; //get the data length in byte
-
- sess_config = av_malloc(sess_config_length);
+ sess_config = av_mallocz(sess_config_length + AV_INPUT_BUFFER_PADDING_SIZE);
if (!sess_config) {
av_log(ctx, AV_LOG_ERROR, "failed to allocate memory\n");
return DNN_ERROR;
}
-
- for (int i = 0; i < sess_config_length; i++) {
- int index = 2 + (sess_config_length - 1 - i) * 2;
- tmp[0] = tf_model->ctx.options.sess_config[index];
- tmp[1] = tf_model->ctx.options.sess_config[index + 1];
- sess_config[i] = strtol(tmp, NULL, 16);
- }
+ ff_hex_to_data(sess_config, config);
}
graph_def = read_graph(model_filename);
diff --git a/libavfilter/version.h b/libavfilter/version.h
index 4325551d95..f12bc876ae 100644
--- a/libavfilter/version.h
+++ b/libavfilter/version.h
@@ -31,7 +31,7 @@
#define LIBAVFILTER_VERSION_MAJOR 8
#define LIBAVFILTER_VERSION_MINOR 0
-#define LIBAVFILTER_VERSION_MICRO 100
+#define LIBAVFILTER_VERSION_MICRO 101
#define LIBAVFILTER_VERSION_INT AV_VERSION_INT(LIBAVFILTER_VERSION_MAJOR, \