From: Ting Fu <ting.fu-at-intel.com@ffmpeg.org> To: ffmpeg-devel@ffmpeg.org Subject: [FFmpeg-devel] [PATCH] lavf/dnn: refine the error log of OpenVINO incorrect input/output name. Date: Mon, 27 Jun 2022 18:02:45 +0800 Message-ID: <20220627100245.31981-1-ting.fu@intel.com> (raw) Refine the error report of OpenVINO backend incorrect input or output node name, help the users to locate issue. Signed-off-by: Ting Fu <ting.fu@intel.com> --- libavfilter/dnn/dnn_backend_openvino.c | 54 ++++++++++++++++++++++---- 1 file changed, 47 insertions(+), 7 deletions(-) diff --git a/libavfilter/dnn/dnn_backend_openvino.c b/libavfilter/dnn/dnn_backend_openvino.c index cf012aca4c..02d40327a5 100644 --- a/libavfilter/dnn/dnn_backend_openvino.c +++ b/libavfilter/dnn/dnn_backend_openvino.c @@ -58,6 +58,8 @@ typedef struct OVModel{ SafeQueue *request_queue; // holds OVRequestItem Queue *task_queue; // holds TaskItem Queue *lltask_queue; // holds LastLevelTaskItem + char *all_input_names; + char *all_output_names; } OVModel; // one request for one call to openvino @@ -336,13 +338,23 @@ static int init_model_ov(OVModel *ov_model, const char *input_name, const char * // while we pass NHWC data from FFmpeg to openvino status = ie_network_set_input_layout(ov_model->network, input_name, NHWC); if (status != OK) { - av_log(ctx, AV_LOG_ERROR, "Failed to set layout as NHWC for input %s\n", input_name); + if (status == NOT_FOUND) { + av_log(ctx, AV_LOG_ERROR, "Could not find \"%s\" in model, failed to set input layout as NHWC, "\ + "all input(s) are: \"%s\"\n", input_name, ov_model->all_input_names); + } else{ + av_log(ctx, AV_LOG_ERROR, "Failed to set layout as NHWC for input %s\n", input_name); + } ret = DNN_GENERIC_ERROR; goto err; } status = ie_network_set_output_layout(ov_model->network, output_name, NHWC); if (status != OK) { - av_log(ctx, AV_LOG_ERROR, "Failed to set layout as NHWC for output %s\n", output_name); + if (status == NOT_FOUND) { + av_log(ctx, AV_LOG_ERROR, "Could not find \"%s\" in model, failed to set output layout as NHWC, "\ + "all output(s) are: \"%s\"\n", input_name, ov_model->all_output_names); + } else{ + av_log(ctx, AV_LOG_ERROR, "Failed to set layout as NHWC for output %s\n", output_name); + } ret = DNN_GENERIC_ERROR; goto err; } @@ -505,7 +517,6 @@ static int get_input_ov(void *model, DNNData *input, const char *input_name) OVModel *ov_model = model; OVContext *ctx = &ov_model->ctx; char *model_input_name = NULL; - char *all_input_names = NULL; IEStatusCode status; size_t model_input_count = 0; dimensions_t dims; @@ -538,15 +549,12 @@ static int get_input_ov(void *model, DNNData *input, const char *input_name) input->width = input_resizable ? -1 : dims.dims[3]; input->dt = precision_to_datatype(precision); return 0; - } else { - //incorrect input name - APPEND_STRING(all_input_names, model_input_name) } ie_network_name_free(&model_input_name); } - av_log(ctx, AV_LOG_ERROR, "Could not find \"%s\" in model, all input(s) are: \"%s\"\n", input_name, all_input_names); + av_log(ctx, AV_LOG_ERROR, "Could not find \"%s\" in model, all input(s) are: \"%s\"\n", input_name, ov_model->all_input_names); return AVERROR(EINVAL); } @@ -729,6 +737,8 @@ DNNModel *ff_dnn_load_model_ov(const char *model_filename, DNNFunctionType func_ OVModel *ov_model = NULL; OVContext *ctx = NULL; IEStatusCode status; + size_t node_count = 0; + char *node_name = NULL; model = av_mallocz(sizeof(DNNModel)); if (!model){ @@ -744,6 +754,8 @@ DNNModel *ff_dnn_load_model_ov(const char *model_filename, DNNFunctionType func_ ov_model->model = model; ov_model->ctx.class = &dnn_openvino_class; ctx = &ov_model->ctx; + ov_model->all_input_names = NULL; + ov_model->all_output_names = NULL; //parse options av_opt_set_defaults(ctx); @@ -767,6 +779,34 @@ DNNModel *ff_dnn_load_model_ov(const char *model_filename, DNNFunctionType func_ goto err; } + //get all the input and output names + status = ie_network_get_inputs_number(ov_model->network, &node_count); + if (status != OK) { + av_log(ctx, AV_LOG_ERROR, "Failed to get input count\n"); + goto err; + } + for (size_t i = 0; i < node_count; i++) { + status = ie_network_get_input_name(ov_model->network, i, &node_name); + if (status != OK) { + av_log(ctx, AV_LOG_ERROR, "Failed to get No.%d input's name\n", (int)i); + goto err; + } + APPEND_STRING(ov_model->all_input_names, node_name) + } + status = ie_network_get_outputs_number(ov_model->network, &node_count); + if (status != OK) { + av_log(ctx, AV_LOG_ERROR, "Failed to get output count\n"); + goto err; + } + for (size_t i = 0; i < node_count; i++) { + status = ie_network_get_output_name(ov_model->network, i, &node_name); + if (status != OK) { + av_log(ctx, AV_LOG_ERROR, "Failed to get No.%d output's name\n", (int)i); + goto err; + } + APPEND_STRING(ov_model->all_output_names, node_name) + } + model->get_input = &get_input_ov; model->get_output = &get_output_ov; model->options = options; -- 2.17.1 _______________________________________________ ffmpeg-devel mailing list ffmpeg-devel@ffmpeg.org https://ffmpeg.org/mailman/listinfo/ffmpeg-devel To unsubscribe, visit link above, or email ffmpeg-devel-request@ffmpeg.org with subject "unsubscribe".
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