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dnn_backend_native.c: parse options in native backend
Signed-off-by: Xu Jun <xujunzz@sjtu.edu.cn> Signed-off-by: Guo, Yejun <yejun.guo@intel.com>
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@ -28,10 +28,17 @@
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#include "dnn_backend_native_layer_conv2d.h"
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#include "dnn_backend_native_layers.h"
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static const AVClass dnn_native_class = {
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#define OFFSET(x) offsetof(NativeContext, x)
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#define FLAGS AV_OPT_FLAG_FILTERING_PARAM
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static const AVOption dnn_native_options[] = {
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{ "conv2d_threads", "threads num for conv2d layer", OFFSET(options.conv2d_threads), AV_OPT_TYPE_INT, { .i64 = 0 }, INT_MIN, INT_MAX, FLAGS },
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{ NULL },
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};
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const AVClass dnn_native_class = {
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.class_name = "dnn_native",
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.item_name = av_default_item_name,
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.option = NULL,
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.option = dnn_native_options,
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.version = LIBAVUTIL_VERSION_INT,
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.category = AV_CLASS_CATEGORY_FILTER,
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};
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@ -174,8 +181,18 @@ DNNModel *ff_dnn_load_model_native(const char *model_filename, const char *optio
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}
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native_model->ctx.class = &dnn_native_class;
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model->options = options;
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if (av_opt_set_from_string(&native_model->ctx, model->options, NULL, "=", "&") < 0)
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goto fail;
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model->model = (void *)native_model;
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#if !HAVE_PTHREAD_CANCEL
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if (native_model->ctx.options.conv2d_threads > 1){
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av_log(&native_model->ctx, AV_LOG_WARNING, "'conv2d_threads' option was set but it is not supported "
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"on this build (pthread support is required)\n");
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}
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#endif
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avio_seek(model_file_context, file_size - 8, SEEK_SET);
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native_model->layers_num = (int32_t)avio_rl32(model_file_context);
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native_model->operands_num = (int32_t)avio_rl32(model_file_context);
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@ -248,7 +265,6 @@ DNNModel *ff_dnn_load_model_native(const char *model_filename, const char *optio
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model->set_input = &set_input_native;
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model->get_input = &get_input_native;
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model->options = options;
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return model;
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@ -29,6 +29,7 @@
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#include "../dnn_interface.h"
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#include "libavformat/avio.h"
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#include "libavutil/opt.h"
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/**
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* the enum value of DNNLayerType should not be changed,
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@ -106,8 +107,13 @@ typedef struct InputParams{
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int height, width, channels;
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} InputParams;
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typedef struct NativeOptions{
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uint32_t conv2d_threads;
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} NativeOptions;
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typedef struct NativeContext {
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const AVClass *class;
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NativeOptions options;
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} NativeContext;
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// Represents simple feed-forward convolutional network.
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