【转发求助】EfficientDet目标检测算法onnx转换j3 bin文件失败

在地平线官方提供的最新docker容器内部操作，对应软件包版本如下：

2022-10-31 11:49:36,138 INFO hbdk version 3.37.2
2022-10-31 11:49:36,139 INFO horizon_nn version 0.14.0
2022-10-31 11:49:36,139 INFO hb_mapper version 1.9.9

执行脚本内容如下：

model_type="onnx"
#onnx_model="/mnt/y/files/projects/horizon_model_conversion/effdet/models/input/trained_effdet_sim.onnx"
onnx_model="./models/input/trained_effdet_sim.onnx"
output="./logs/fcos_checker.log"
march="bernoulli2"
hb_mapper checker --model-type ${model_type} \
--model ${onnx_model} \
--output ${output} --march ${march}

错误信息如下：

2022-10-31 11:49:36,696 ERROR There is an error in pass:fuse_div_into_conv. Error message:/home/jenkins/workspace/model_convert/onnx/onnx/common/ir.h:1166: eraseOutput: Assertion `outputs_[i]->uses().empty()` failed.

完整的log日志:

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 70 Start hb_mapper....

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 71 log will be stored in /data//files/projects/horizon_model_conversion/effdet/hb_mapper_checker.log

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 72 hbdk version 3.26.8

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 73 horizon_nn version 0.12.5

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 74 hb_mapper version 1.4.4

2022-11-19 17:34:36,466 file: hb_mapper.py func: hb_mapper line No: 76 parameter [output] is deprecated

2022-11-19 17:34:36,499 file: helper.py func: helper line No: 124 Model input names: ['input']

2022-11-19 17:34:36,501 file: hb_mapper_checker.py func: hb_mapper_checker line No: 104 Model type: onnx

2022-11-19 17:34:36,501 file: hb_mapper_checker.py func: hb_mapper_checker line No: 105 march: bernoulli2

2022-11-19 17:34:36,501 file: hb_mapper_checker.py func: hb_mapper_checker line No: 110 input names []

2022-11-19 17:34:36,501 file: hb_mapper_checker.py func: hb_mapper_checker line No: 111 input shapes {}

2022-11-19 17:34:36,501 file: hb_mapper_checker.py func: hb_mapper_checker line No: 117 Begin model checking....

2022-11-19 17:34:36,501 file: build.py func: build line No: 36 [Sat Nov 19 17:34:36 2022] Start to Horizon NN Model Convert.

2022-11-19 17:34:36,501 file: dict_parser.py func: dict_parser line No: 26 The input parameter is not specified, convert with default parameters.

2022-11-19 17:34:36,501 file: dict_parser.py func: dict_parser line No: 480 The hbdk parameter is not specified, and the submodel will be compiled with the default parameter.

2022-11-19 17:34:36,501 file: build.py func: build line No: 146 HorizonNN version: 0.12.5

2022-11-19 17:34:36,501 file: build.py func: build line No: 150 HBDK version: 3.26.8

2022-11-19 17:34:36,501 file: build.py func: build line No: 36 [Sat Nov 19 17:34:36 2022] Start to parse the onnx model.

2022-11-19 17:34:36,624 file: onnx_parser.py func: onnx_parser line No: 146 ONNX model info:

ONNX IR version: 6

Opset version: 11

Input name: input, [1, 3, 300, 300]

2022-11-19 17:34:36,790 file: build.py func: build line No: 39 [Sat Nov 19 17:34:36 2022] End to parse the onnx model.

2022-11-19 17:34:36,796 file: build.py func: build line No: 263 Model input names: ['input']

2022-11-19 17:34:36,831 file: build.py func: build line No: 524 Saving the original float model: ./.hb_check/original_float_model.onnx.

2022-11-19 17:34:36,831 file: build.py func: build line No: 36 [Sat Nov 19 17:34:36 2022] Start to optimize the model.

2022-11-19 17:34:37,038 file: tool_utils.py func: tool_utils line No: 116 exception in command: checker

2022-11-19 17:34:37,039 file: tool_utils.py func: tool_utils line No: 117 Traceback (most recent call last):

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_tc_ui/utils/tool_utils.py", line 114, in __decorator

func(*args, **kargs)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_tc_ui/hb_mapper.py", line 84, in checker

input_shape).run(__version__)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_tc_ui/hb_mapper_checker.py", line 131, in run

**addtional_param)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_nn/build.py", line 900, in check_onnx

return builder.build_model(original_model, save_model)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_nn/build.py", line 530, in build_model

optimized_model = self.optimize_model(original_model)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_nn/build.py", line 379, in optimize_model

self.node_dict)

File "/data//anaconda3/envs/horizon_py3.6/lib/python3.6/site-packages/horizon_nn/horizon_onnx/quantizer.py", line 185, in optimize

optimized_model_str = C.optimize(model_str, march, node_dict)

RuntimeError: There is an error in pass:fuse_div_into_conv. Error message:/home/jenkins/workspace/model_convert/onnx/onnx/common/ir.h:1166: eraseOutput: Assertion `outputs_[i]->uses().empty()` failed.

2022-11-19 17:34:37,040 file: tool_utils.py func: tool_utils line No: 118 There is an error in pass:fuse_div_into_conv. Error message:/home/jenkins/workspace/model_convert/onnx/onnx/common/ir.h:1166: eraseOutput: Assertion `outputs_[i]->uses().empty()` failed.

2022-11-19 17:34:37,040 file: build.py func: build line No: 39 [Sat Nov 19 17:34:37 2022] End to optimize the model.

2022-11-19 17:34:37,040 file: build.py func: build line No: 39 [Sat Nov 19 17:34:37 2022] End to Horizon NN Model Convert.

onnx模型：某度网盘：https://pan.baidu.com/s/145OIk-LXzxsB6WtofVCLEQ；提取码：7r4h。