6.2.5. The hb_model_info Tool¶
The hb_model_info tool is used to parse the dependencies and parameters of heterogeneous models (.bin) in compilation.
6.2.5.1. How to Use¶
hb_model_info ${model_file}
6.2.5.2. Parameters¶
- Parameters:
- -h, --help
Displays help information and exits.
- --version
Displays version information and exits.
- -m
Followed by the model name. Specify the desired model when BIN_FILE is a pack model for dumping model compilation information for this specified model.
6.2.5.3. Output Contents¶
The outputs will be part of the inputs when the model is compiled, as follows:
Note
The version number information and other content in the following code block will change with the release package version, and here is only as an example.
Start hb_model_info....
hb_model_info version 1.3.35
******** efficient_det_512x512_nv12 info *********
############# model deps info #############
hb_mapper version : 1.3.35
hbdk version : 3.23.3
hbdk runtime version: 3.13.7
horizon_nn version : 0.10.10
############# model_parameters info #############
onnx_model : /release/01_common/model_zoo/mapper/detection/efficient_det/efficientdet_nhwc.onnx
BPU march : bayes-e
layer_out_dump : False
working dir : /release/04_detection/05_efficient_det/mapper/model_output
output_model_file_prefix: efficient_det_512x512_nv12
############# input_parameters info #############
------------------------------------------
---------input info : data ---------
input_name : data
input_type_rt : nv12
input_space&range : regular
input_layout_rt : None
input_type_train : rgb
input_layout_train : NCHW
norm_type : data_mean_and_scale
input_shape : 1x3x512x512
mean_value : 123.68,116.779,103.939,
scale_value : 0.017,
cal_data_dir : /release/04_detection/05_efficient_det/mapper/calibration_data_rgb_f32
---------input info : data end -------
------------------------------------------
############# calibration_parameters info #############
preprocess_on : False
calibration_type : max
############# compiler_parameters info #############
hbdk_pass_through_params: --fast --O3
input-source : {'data': 'pyramid', '_default_value': 'ddr'}
--------- input/output types -------------------
model input types : [<InputDataType.NV12: 7>]
model output types : [<InputDataType.F32: 5>, <InputDataType.F32: 5>, <InputDataType.F32: 5>, <InputDataTye.F32: 5>, <InputDataType.F32: 5>, <InputDataType.F32: 5>, <InputDataType.F32: 5>, <InputDataType.F32: 5>, <InputDataType.F32: 5>, <InpuDataType.F32: 5>]
Note
There will be names of those deleted nodes at the end of output model info when there are deleted nodes. Meanwhile, a deleted-nodes_info.txt will be generated, which records the original information of those deleted nodes in lines, as follows:
--------- deleted nodes -------------------
deleted nodes: spconvretinanethead0_conv91_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv95_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv99_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv103_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv107_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv93_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv97_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv101_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv105_fwd_chw_HzDequantize
deleted nodes: spconvretinanethead0_conv109_fwd_chw_HzDequantize