用户您好,请详细描述您所遇到的问题。
硬件平台为地平线J5,onnx模型check时前面都正常通过了,最后报错unsupported broadcast mode,也没有办法定位是哪个算子?
2022-08-19 10:16:14,473 file: hb_mapper.py func: hb_mapper line No: 73 Start hb_mapper…
2022-08-19 10:16:14,473 file: hb_mapper.py func: hb_mapper line No: 74 log will be stored in /open_explorer/my_workspace/hb_mapper_checker.log
2022-08-19 10:16:14,473 file: hb_mapper.py func: hb_mapper line No: 75 hbdk version 3.37.2
2022-08-19 10:16:14,473 file: hb_mapper.py func: hb_mapper line No: 76 horizon_nn version 0.14.1
2022-08-19 10:16:14,474 file: hb_mapper.py func: hb_mapper line No: 77 hb_mapper version 1.9.10
2022-08-19 10:16:14,642 file: helper.py func: helper line No: 133 Model input names: [‘arg1’]
2022-08-19 10:16:14,650 file: hb_mapper_checker.py func: hb_mapper_checker line No: 104 Model type: onnx
2022-08-19 10:16:14,651 file: hb_mapper_checker.py func: hb_mapper_checker line No: 105 march: bayes
2022-08-19 10:16:14,651 file: hb_mapper_checker.py func: hb_mapper_checker line No: 110 input names [‘arg1’]
2022-08-19 10:16:14,651 file: hb_mapper_checker.py func: hb_mapper_checker line No: 111 input shapes {‘arg1’: [1, 3, 512, 512]}
2022-08-19 10:16:14,750 file: helper.py func: helper line No: 133 Model input names: [‘arg1’]
2022-08-19 10:16:14,752 file: hb_mapper_checker.py func: hb_mapper_checker line No: 117 Begin model checking…
2022-08-19 10:16:14,771 file: build.py func: build line No: 37 [Fri Aug 19 10:16:14 2022] Start to Horizon NN Model Convert.
2022-08-19 10:16:14,771 file: dict_parser.py func: dict_parser line No: 32 Parsing the input parameter:{‘arg1’: {‘input_shape’: [1, 3, 512, 512], ‘input_batch’: 1}}
2022-08-19 10:16:14,771 file: dict_parser.py func: dict_parser line No: 523 Parsing the hbdk parameter:{‘hbdk_pass_through_params’: ‘–O0’}
2022-08-19 10:16:14,772 file: build.py func: build line No: 146 HorizonNN version: 0.14.1
2022-08-19 10:16:14,772 file: build.py func: build line No: 150 HBDK version: 3.37.2
2022-08-19 10:16:14,772 file: build.py func: build line No: 37 [Fri Aug 19 10:16:14 2022] Start to parse the onnx model.
2022-08-19 10:16:14,869 file: onnx_parser.py func: onnx_parser line No: 193 Input ONNX model infomation:
ONNX IR version: 7
Opset version: [11]
Producer: pytorch1.10
Domain: none
Input name: arg1, [1, 3, 512, 512]
Output name: points, [1, 30, 3]
Output name: …criptors, [1, 128, 30]
2022-08-19 10:16:15,492 file: build.py func: build line No: 40 [Fri Aug 19 10:16:15 2022] End to parse the onnx model.
2022-08-19 10:16:15,506 file: build.py func: build line No: 282 Model input names: [‘arg1’]
2022-08-19 10:16:15,594 file: build.py func: build line No: 546 Saving the original float model: ./.hb_check/original_float_model.onnx.
2022-08-19 10:16:15,595 file: build.py func: build line No: 37 [Fri Aug 19 10:16:15 2022] Start to optimize the model.
2022-08-19 10:16:16,585 file: build.py func: build line No: 40 [Fri Aug 19 10:16:16 2022] End to optimize the model.
2022-08-19 10:16:16,698 file: build.py func: build line No: 562 Saving the optimized model: ./.hb_check/optimized_float_model.onnx.
2022-08-19 10:16:16,698 file: build.py func: build line No: 37 [Fri Aug 19 10:16:16 2022] Start to calibrate the model.
2022-08-19 10:16:16,706 file: calibration_data_set.py func: calibration_data_set line No: 67 There are 1 samples in the calibration data set.
2022-08-19 10:16:17,358 file: max_calibrater.py func: max_calibrater line No: 68 Run calibration model with max method.
2022-08-19 10:16:18,568 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2032, it will be set default.
2022-08-19 10:16:18,569 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2174, it will be set default.
2022-08-19 10:16:18,569 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2039, it will be set default.
2022-08-19 10:16:18,569 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2176, it will be set default.
2022-08-19 10:16:18,569 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2046, it will be set default.
2022-08-19 10:16:18,569 file: calibrater.py func: calibrater line No: 51 find illegal threshold in 2178, it will be set default.
2022-08-19 10:16:18,693 file: build.py func: build line No: 40 [Fri Aug 19 10:16:18 2022] End to calibrate the model.
2022-08-19 10:16:18,694 file: build.py func: build line No: 37 [Fri Aug 19 10:16:18 2022] Start to quantize the model.
2022-08-19 10:16:30,595 file: build.py func: build line No: 40 [Fri Aug 19 10:16:30 2022] End to quantize the model.
2022-08-19 10:16:31,582 file: build.py func: build line No: 576 Saving the quantized model: ./.hb_check/quantized_model.onnx.
2022-08-19 10:16:34,448 file: build.py func: build line No: 37 [Fri Aug 19 10:16:34 2022] Start to compile the model with march bayes.
2022-08-19 10:16:35,755 file: hybrid_build.py func: hybrid_build line No: 149 Compile submodel: torch-jit-export_subgraph_0
2022-08-19 10:16:37,734 file: hbdk_cc.py func: hbdk_cc line No: 95 hbdk-cc parameters:[‘–O0’, ‘–input-layout’, ‘NCHW’, ‘–output-layout’, ‘NCHW’]
2022-08-19 10:16:37,735 file: hbdk_cc.py func: hbdk_cc line No: 96 hbdk-cc command used:hbdk-cc -f hbir -m /tmp/tmp70cgpxtb/torch-jit-export_subgraph_0.bin -o /tmp/tmp70cgpxtb/torch-jit-export_subgraph_0.hbm --march bayes --progressbar --O0 --input-layout NCHW --output-layout NCHW
2022-08-19 10:16:37,852 file: tool_utils.py func: tool_utils line No: 293 INFO: “-j” or “–jobs” is not specified, launch 6 threads for optimization
2022-08-19 10:16:39,338 file: tool_utils.py func: tool_utils line No: 293 consumed time 1.5125
2022-08-19 10:16:39,374 file: hybrid_build.py func: hybrid_build line No: 149 Compile submodel: torch-jit-export_subgraph_1
2022-08-19 10:16:39,478 file: hbdk_cc.py func: hbdk_cc line No: 95 hbdk-cc parameters:[‘–O0’, ‘–input-layout’, ‘NHWC’, ‘–output-layout’, ‘NCHW’]
2022-08-19 10:16:39,478 file: hbdk_cc.py func: hbdk_cc line No: 96 hbdk-cc command used:hbdk-cc -f hbir -m /tmp/tmp70cgpxtb/torch-jit-export_subgraph_1.bin -o /tmp/tmp70cgpxtb/torch-jit-export_subgraph_1.hbm --march bayes --progressbar --O0 --input-layout NHWC --output-layout NCHW
2022-08-19 10:16:39,534 file: tool_utils.py func: tool_utils line No: 293 INFO: “-j” or “–jobs” is not specified, launch 6 threads for optimization
2022-08-19 10:16:39,536 file: tool_utils.py func: tool_utils line No: 293 INFO: input[0] (“2169_Mul_801_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,537 file: tool_utils.py func: tool_utils line No: 293 INFO: input[1] (“2025_Mul_801_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,537 file: tool_utils.py func: tool_utils line No: 293 INFO: input[2] (“2170_Mul_802_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,538 file: tool_utils.py func: tool_utils line No: 293 INFO: input[3] (“2032_Mul_802_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,538 file: tool_utils.py func: tool_utils line No: 293 INFO: input[4] (“2171_Mul_804_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,538 file: tool_utils.py func: tool_utils line No: 293 INFO: input[5] (“2039_Mul_804_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,539 file: tool_utils.py func: tool_utils line No: 293 INFO: input[6] (“2172_Mul_806_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,539 file: tool_utils.py func: tool_utils line No: 293 INFO: input[7] (“2046_Mul_806_quantized_input_input_0”) type is set as [ddr].
2022-08-19 10:16:39,580 file: tool_utils.py func: tool_utils line No: 293 consumed time 0.0476027
2022-08-19 10:16:40,398 file: build.py func: build line No: 40 [Fri Aug 19 10:16:40 2022] End to compile the model with march bayes.
2022-08-19 10:16:40,412 file: node_info.py func: node_info line No: 54 The converted model node information:
======================================================================================
Node ON Subgraph Type
---------------------------------------------------------------------------------------
Conv_0 BPU id(0) HzSQuantizedConv
Conv_2 BPU id(0) HzSQuantizedConv
Conv_4 BPU id(0) HzSQuantizedConv
MaxPool_6 BPU id(0) HzQuantizedMaxPool
Concat_7 BPU id(0) Concat
Conv_8 BPU id(0) HzSQuantizedConv
Conv_10 BPU id(0) HzSQuantizedConv
Conv_12 BPU id(0) HzSQuantizedConv
Conv_14 BPU id(0) HzSQuantizedConv
Conv_16 BPU id(0) HzSQuantizedConv
Conv_18 BPU id(0) HzSQuantizedConv
Concat_20 BPU id(0) Concat
Conv_21 BPU id(0) HzSQuantizedConv
Conv_23 BPU id(0) HzSQuantizedConv
Conv_25 BPU id(0) HzSQuantizedConv
Conv_27 BPU id(0) HzSQuantizedConv
Conv_29 BPU id(0) HzSQuantizedConv
Concat_31 BPU id(0) Concat
Conv_32 BPU id(0) HzSQuantizedConv
Conv_34 BPU id(0) HzSQuantizedConv
Conv_36 BPU id(0) HzSQuantizedConv
Conv_38 BPU id(0) HzSQuantizedConv
Conv_40 BPU id(0) HzSQuantizedConv
Concat_42 BPU id(0) Concat
Conv_43 BPU id(0) HzSQuantizedConv
AveragePool_47 BPU id(0) HzSQuantizedConv
Conv_48 BPU id(0) HzSQuantizedConv
Conv_50 BPU id(0) HzSQuantizedConv
Conv_52 BPU id(0) HzSQuantizedConv
Conv_54 BPU id(0) HzSQuantizedConv
Conv_56 BPU id(0) HzSQuantizedConv
Concat_58 BPU id(0) Concat
Conv_59 BPU id(0) HzSQuantizedConv
Conv_61 BPU id(0) HzSQuantizedConv
Conv_63 BPU id(0) HzSQuantizedConv
Conv_65 BPU id(0) HzSQuantizedConv
Conv_67 BPU id(0) HzSQuantizedConv
Concat_69 BPU id(0) Concat
Conv_70 BPU id(0) HzSQuantizedConv
Conv_72 BPU id(0) HzSQuantizedConv
Conv_74 BPU id(0) HzSQuantizedConv
Conv_76 BPU id(0) HzSQuantizedConv
Conv_78 BPU id(0) HzSQuantizedConv
Concat_80 BPU id(0) Concat
Conv_81 BPU id(0) HzSQuantizedConv
Conv_83 BPU id(0) HzSQuantizedConv
Conv_85 BPU id(0) HzSQuantizedConv
Conv_87 BPU id(0) HzSQuantizedConv
Conv_89 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1261_0.029104024171829_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_91 BPU id(0) Concat
Conv_92 BPU id(0) HzSQuantizedConv
AveragePool_96 BPU id(0) HzSQuantizedConv
Conv_97 BPU id(0) HzSQuantizedConv
Conv_99 BPU id(0) HzSQuantizedConv
Conv_101 BPU id(0) HzSQuantizedConv
Conv_103 BPU id(0) HzSQuantizedConv
Conv_105 BPU id(0) HzSQuantizedConv
Concat_107 BPU id(0) Concat
Conv_108 BPU id(0) HzSQuantizedConv
Conv_110 BPU id(0) HzSQuantizedConv
Conv_112 BPU id(0) HzSQuantizedConv
Conv_114 BPU id(0) HzSQuantizedConv
Conv_116 BPU id(0) HzSQuantizedConv
Concat_118 BPU id(0) Concat
Conv_119 BPU id(0) HzSQuantizedConv
Conv_121 BPU id(0) HzSQuantizedConv
Conv_123 BPU id(0) HzSQuantizedConv
Conv_125 BPU id(0) HzSQuantizedConv
Conv_127 BPU id(0) HzSQuantizedConv
Concat_129 BPU id(0) Concat
Conv_130 BPU id(0) HzSQuantizedConv
Conv_132 BPU id(0) HzSQuantizedConv
Conv_134 BPU id(0) HzSQuantizedConv
Conv_136 BPU id(0) HzSQuantizedConv
Conv_138 BPU id(0) HzSQuantizedConv
Concat_140 BPU id(0) Concat
Conv_141 BPU id(0) HzSQuantizedConv
Conv_143 BPU id(0) HzSQuantizedConv
Conv_145 BPU id(0) HzSQuantizedConv
Conv_147 BPU id(0) HzSQuantizedConv
Conv_149 BPU id(0) HzSQuantizedConv
Concat_151 BPU id(0) Concat
Conv_152 BPU id(0) HzSQuantizedConv
Conv_154 BPU id(0) HzSQuantizedConv
Conv_156 BPU id(0) HzSQuantizedConv
Conv_158 BPU id(0) HzSQuantizedConv
Conv_160 BPU id(0) HzSQuantizedConv
Concat_162 BPU id(0) Concat
Conv_163 BPU id(0) HzSQuantizedConv
Conv_165 BPU id(0) HzSQuantizedConv
Conv_167 BPU id(0) HzSQuantizedConv
Conv_169 BPU id(0) HzSQuantizedConv
Conv_171 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1379_0.014508938416839_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_173 BPU id(0) Concat
Conv_174 BPU id(0) HzSQuantizedConv
Conv_176 BPU id(0) HzSQuantizedConv
Conv_178 BPU id(0) HzSQuantizedConv
Conv_180 BPU id(0) HzSQuantizedConv
Conv_182 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1395_0.026243928819895_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_184 BPU id(0) Concat
Conv_185 BPU id(0) HzSQuantizedConv
AveragePool_189 BPU id(0) HzSQuantizedConv
Conv_190 BPU id(0) HzSQuantizedConv
Conv_192 BPU id(0) HzSQuantizedConv
Conv_194 BPU id(0) HzSQuantizedConv
Conv_196 BPU id(0) HzSQuantizedConv
Conv_198 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1417_0.014762607403100_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_200 BPU id(0) Concat
Conv_201 BPU id(0) HzSQuantizedConv
Conv_203 BPU id(0) HzSQuantizedConv
Conv_205 BPU id(0) HzSQuantizedConv
Conv_207 BPU id(0) HzSQuantizedConv
Conv_209 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1433_0.017855899408460_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_211 BPU id(0) Concat
Conv_212 BPU id(0) HzSQuantizedConv
Conv_214 BPU id(0) HzSQuantizedConv
Conv_216 BPU id(0) HzSQuantizedConv
Conv_218 BPU id(0) HzSQuantizedConv
Conv_220 BPU id(0) HzSQuantizedConv
Concat_222 BPU id(0) Concat
Conv_223 BPU id(0) HzSQuantizedConv
Conv_225 BPU id(0) HzSQuantizedConv
Conv_227 BPU id(0) HzSQuantizedConv
Conv_229 BPU id(0) HzSQuantizedConv
Conv_231 BPU id(0) HzSQuantizedConv
Concat_233 BPU id(0) Concat
Conv_234 BPU id(0) HzSQuantizedConv
Conv_236 BPU id(0) HzSQuantizedConv
Conv_238 BPU id(0) HzSQuantizedConv
Conv_240 BPU id(0) HzSQuantizedConv
Conv_242 BPU id(0) HzSQuantizedConv
Concat_244 BPU id(0) Concat
Conv_245 BPU id(0) HzSQuantizedConv
Conv_247 BPU id(0) HzSQuantizedConv
Conv_249 BPU id(0) HzSQuantizedConv
Conv_251 BPU id(0) HzSQuantizedConv
Conv_253 BPU id(0) HzSQuantizedConv
Concat_255 BPU id(0) Concat
Conv_256 BPU id(0) HzSQuantizedConv
Conv_258 BPU id(0) HzSQuantizedConv
Conv_260 BPU id(0) HzSQuantizedConv
Conv_262 BPU id(0) HzSQuantizedConv
Conv_264 BPU id(0) HzSQuantizedConv
Concat_266 BPU id(0) Concat
Conv_267 BPU id(0) HzSQuantizedConv
Conv_269 BPU id(0) HzSQuantizedConv
Conv_271 BPU id(0) HzSQuantizedConv
Conv_273 BPU id(0) HzSQuantizedConv
Conv_275 BPU id(0) HzSQuantizedConv
Concat_277 BPU id(0) Concat
Conv_278 BPU id(0) HzSQuantizedConv
Conv_280 BPU id(0) HzSQuantizedConv
Conv_282 BPU id(0) HzSQuantizedConv
Conv_284 BPU id(0) HzSQuantizedConv
Conv_286 BPU id(0) HzSQuantizedConv
Concat_288 BPU id(0) Concat
Conv_289 BPU id(0) HzSQuantizedConv
Conv_291 BPU id(0) HzSQuantizedConv
Conv_293 BPU id(0) HzSQuantizedConv
Conv_295 BPU id(0) HzSQuantizedConv
Conv_297 BPU id(0) HzSQuantizedConv
Concat_299 BPU id(0) Concat
Conv_300 BPU id(0) HzSQuantizedConv
Conv_302 BPU id(0) HzSQuantizedConv
Conv_304 BPU id(0) HzSQuantizedConv
Conv_306 BPU id(0) HzSQuantizedConv
Conv_308 BPU id(0) HzSQuantizedConv
Concat_310 BPU id(0) Concat
Conv_311 BPU id(0) HzSQuantizedConv
Conv_313 BPU id(0) HzSQuantizedConv
Conv_315 BPU id(0) HzSQuantizedConv
Conv_317 BPU id(0) HzSQuantizedConv
Conv_319 BPU id(0) HzSQuantizedConv
Concat_321 BPU id(0) Concat
Conv_322 BPU id(0) HzSQuantizedConv
Conv_324 BPU id(0) HzSQuantizedConv
Conv_326 BPU id(0) HzSQuantizedConv
Conv_328 BPU id(0) HzSQuantizedConv
Conv_330 BPU id(0) HzSQuantizedConv
UNIT_CONV_FOR_1609_0.017994388937950_TO_FUSE_SCALE BPU id(0) HzSQuantizedConv
Concat_332 BPU id(0) Concat
Conv_333 BPU id(0) HzSQuantizedConv
Conv_335 BPU id(0) HzSQuantizedConv
Conv_337 BPU id(0) HzSQuantizedConv
Conv_339 BPU id(0) HzSQuantizedConv
Conv_341 BPU id(0) HzSQuantizedConv
Concat_343 BPU id(0) Concat
Conv_344 BPU id(0) HzSQuantizedConv
Conv_346 BPU id(0) HzSQuantizedConv
Conv_348 BPU id(0) HzSQuantizedConv
Conv_350 BPU id(0) HzSQuantizedConv
Conv_352 BPU id(0) HzSQuantizedConv
Concat_354 BPU id(0) Concat
Conv_355 BPU id(0) HzSQuantizedConv
Conv_357 BPU id(0) HzSQuantizedConv
Conv_359 BPU id(0) HzSQuantizedConv
Conv_361 BPU id(0) HzSQuantizedConv
Conv_363 BPU id(0) HzSQuantizedConv
Concat_365 BPU id(0) Concat
Conv_366 BPU id(0) HzSQuantizedConv
Conv_368 BPU id(0) HzSQuantizedConv
Conv_370 BPU id(0) HzSQuantizedConv
Conv_372 BPU id(0) HzSQuantizedConv
Conv_374 BPU id(0) HzSQuantizedConv
Conv_376 BPU id(0) HzSQuantizedConv
Conv_377 BPU id(0) HzSQuantizedConv
Conv_379 BPU id(0) HzSQuantizedConv
Conv_381 BPU id(0) HzSQuantizedConv
Conv_383 BPU id(0) HzSQuantizedConv
Conv_385 BPU id(0) HzSQuantizedConv
Sigmoid_386 BPU id(0) HzLut
Gather_388 CPU – Gather
Gather_390 CPU – Gather
Add_392 CPU – Add
Div_394 CPU – Div
Gather_396 CPU – Gather
Add_398 CPU – Add
Div_400 CPU – Div
Less_402 CPU – Less
Not_403 CPU – Not
Greater_405 CPU – Greater
Not_406 CPU – Not
And_409 CPU – And
Less_412 CPU – Less
Not_413 CPU – Not
And_416 CPU – And
Greater_419 CPU – Greater
Not_420 CPU – Not
And_423 CPU – And
Gather_426 CPU – Gather
Less_428 CPU – Less
Not_429 CPU – Not
And_432 CPU – And
Reshape_435 CPU – Reshape
Expand_443 CPU – Expand
Reshape_445 CPU – Reshape
Expand_453 CPU – Expand
Gather_455 CPU – Gather
Gather_457 CPU – Gather
Reshape_459 CPU – Reshape
Sub_460 CPU – Sub
Less_462 CPU – Less
Gather_464 CPU – Gather
Gather_466 CPU – Gather
Reshape_468 CPU – Reshape
Sub_469 CPU – Sub
Greater_471 CPU – Greater
And_474 CPU – And
Gather_477 CPU – Gather
Gather_479 CPU – Gather
Reshape_481 CPU – Reshape
Sub_482 CPU – Sub
Less_484 CPU – Less
And_487 CPU – And
Gather_490 CPU – Gather
Gather_492 CPU – Gather
Reshape_494 CPU – Reshape
Sub_495 CPU – Sub
Greater_497 CPU – Greater
And_500 CPU – And
Cast_502 CPU – Cast
Reshape_504 CPU – Reshape
Expand_512 CPU – Expand
Cast_513 CPU – Cast
Cast_514 CPU – Cast
Reshape_516 CPU – Reshape
Expand_524 CPU – Expand
Cast_525 CPU – Cast
And_528 CPU – And
And_532 CPU – And
Gather_535 CPU – Gather
Where_537 CPU – Where
Reshape_539 CPU – Reshape
Expand_547 CPU – Expand
Where_548 CPU – Where
ArgMax_549 CPU – ArgMax
Expand_555 CPU – Expand
Cast_557 CPU – Cast
Equal_558 CPU – Equal
Where_561 CPU – Where
ReduceSum_562 CPU – ReduceSum
Greater_564 CPU – Greater
Where_565 CPU – Where
Reshape_567 CPU – Reshape
Cast_568 CPU – Cast
And_571 CPU – And
Where_573 CPU – Where
Where_574 CPU – Where
Gather_576 CPU – Gather
Where_577 CPU – Where
Reshape_585 CPU – Reshape
TopK_586 CPU – TopK
Reshape_594 CPU – Reshape
Gather_595 CPU – Gather
Unsqueeze_596 CPU – Reshape
Reshape_604 CPU – Reshape
Gather_605 CPU – Gather
Unsqueeze_606 CPU – Reshape
Gather_607 CPU – Gather
Unsqueeze_608 CPU – Reshape
Concat_609 CPU – Concat
Concat_611 CPU – Concat
Slice_616 CPU – Slice
Slice_621 CPU – Slice
Unsqueeze_622 CPU – Reshape
Gather_624 CPU – Gather
Unsqueeze_625 CPU – Reshape
Mul_627 CPU – Mul
Sub_629 CPU – Sub
Reshape_630 CPU – Reshape
Gather_638 CPU – Gather
Gather_640 CPU – Gather
Add_642 CPU – Add
Div_643 CPU – Div
Mul_645 CPU – Mul
Add_647 CPU – Add
Div_648 CPU – Div
Mul_650 CPU – Mul
Reshape_651 CPU – Reshape
Reshape_652 CPU – Reshape
Floor_653 CPU – Floor
Cast_654 CPU – Cast
Floor_655 CPU – Floor
Cast_656 CPU – Cast
Add_658 CPU – Add
Add_660 CPU – Add
Cast_661 CPU – Cast
Sub_662 CPU – Sub
Cast_663 CPU – Cast
Sub_664 CPU – Sub
Mul_665 CPU – Mul
Unsqueeze_666 CPU – Reshape
Cast_668 CPU – Cast
Sub_669 CPU – Sub
Cast_670 CPU – Cast
Sub_671 CPU – Sub
Mul_672 CPU – Mul
Unsqueeze_673 CPU – Reshape
Cast_675 CPU – Cast
Sub_676 CPU – Sub
Cast_677 CPU – Cast
Sub_678 CPU – Sub
Mul_679 CPU – Mul
Unsqueeze_680 CPU – Reshape
Cast_682 CPU – Cast
Sub_683 CPU – Sub
Cast_684 CPU – Cast
Sub_685 CPU – Sub
Mul_686 CPU – Mul
Unsqueeze_687 CPU – Reshape
Pad_703 CPU – Pad
Add_705 CPU – Add
Add_707 CPU – Add
Add_709 CPU – Add
Add_711 CPU – Add
Less_713 CPU – Less
Cast_714 CPU – Cast
Mul_716 CPU – Mul
Not_717 CPU – Not
Cast_718 CPU – Cast
Mul_719 CPU – Mul
Add_720 CPU – Add
Greater_722 CPU – Greater
Cast_723 CPU – Cast
Mul_725 CPU – Mul
Not_726 CPU – Not
Cast_727 CPU – Cast
Mul_728 CPU – Mul
Add_729 CPU – Add
Less_731 CPU – Less
Cast_732 CPU – Cast
Mul_734 CPU – Mul
Not_735 CPU – Not
Cast_736 CPU – Cast
Mul_737 CPU – Mul
Add_738 CPU – Add
Greater_740 CPU – Greater
Cast_741 CPU – Cast
Mul_743 CPU – Mul
Not_744 CPU – Not
Cast_745 CPU – Cast
Mul_746 CPU – Mul
Add_747 CPU – Add
Less_749 CPU – Less
Cast_750 CPU – Cast
Mul_752 CPU – Mul
Not_753 CPU – Not
Cast_754 CPU – Cast
Mul_755 CPU – Mul
Add_756 CPU – Add
Greater_758 CPU – Greater
Cast_759 CPU – Cast
Mul_761 CPU – Mul
Not_762 CPU – Not
Cast_763 CPU – Cast
Mul_764 CPU – Mul
Add_765 CPU – Add
Less_767 CPU – Less
Cast_768 CPU – Cast
Mul_770 CPU – Mul
Not_771 CPU – Not
Cast_772 CPU – Cast
Mul_773 CPU – Mul
Add_774 CPU – Add
Greater_776 CPU – Greater
Cast_777 CPU – Cast
Mul_779 CPU – Mul
Not_780 CPU – Not
Cast_781 CPU – Cast
Mul_782 CPU – Mul
Add_783 CPU – Add
Reshape_784 CPU – Reshape
Mul_786 CPU – Mul
Add_787 CPU – Add
Mul_789 CPU – Mul
Add_790 CPU – Add
Mul_792 CPU – Mul
Add_793 CPU – Add
Mul_795 CPU – Mul
Add_796 CPU – Add
Gather_797 CPU – Gather
Gather_798 CPU – Gather
Gather_799 CPU – Gather
Gather_800 CPU – Gather
Mul_801 BPU id(1) HzSElementwiseMul
Mul_802 BPU id(1) HzSElementwiseMul
UNIT_CONV_FOR_Add_803 BPU id(1) HzSQuantizedConv
Mul_804 BPU id(1) HzSElementwiseMul
UNIT_CONV_FOR_Add_805 BPU id(1) HzSQuantizedConv
Mul_806 BPU id(1) HzSElementwiseMul
UNIT_CONV_FOR_Add_807 BPU id(1) HzSQuantizedConv
Reshape_811 CPU – Reshape
ReduceL2_813 CPU – ReduceL2
Clip_814 CPU – Clip
Expand_816 CPU – Expand
Div_817_reciprocal CPU – Reciprocal
Div_817_mul CPU – Mul
Unsqueeze_818 CPU – Reshape
2022-08-19 10:16:40,420 file: build.py func: build line No: 40 [Fri Aug 19 10:16:40 2022] End to Horizon NN Model Convert.
2022-08-19 10:16:40,437 file: onnx2horizonrt.py func: onnx2horizonrt line No: 3968 ONNX model output num : 2
2022-08-19 10:16:40,437 file: onnx2horizonrt.py func: onnx2horizonrt line No: 3723 model_deps_info: {‘hb_mapper_version’: ‘1.9.10’}
2022-08-19 10:16:40,442 file: onnx2horizonrt.py func: onnx2horizonrt line No: 1301 shape_cond: [16x16]
2022-08-19 10:16:40,442 file: onnx2horizonrt.py func: onnx2horizonrt line No: 1302 shape_x: [16x16]
2022-08-19 10:16:40,442 file: onnx2horizonrt.py func: onnx2horizonrt line No: 1303 shape_y: [1]
2022-08-19 10:16:40,443 file: onnx2horizonrt.py func: onnx2horizonrt line No: 1305 shape_out: [16x16]
2022-08-19 10:16:40,443 file: tool_utils.py func: tool_utils line No: 116 exception in command: checker
2022-08-19 10:16:40,448 file: tool_utils.py func: tool_utils line No: 117 Traceback (most recent call last):
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/utils/tool_utils.py”, line 114, in __decorator
func(*args, **kargs)
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/hb_mapper.py”, line 87, in checker
input_shape).run(__version__)
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/hb_mapper_checker.py”, line 141, in run
{“hb_mapper_version”: version})
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/hbdtort/onnx2horizonrt.py”, line 3983, in build_runtime_model_wrapper
make_nodes(onnx_graph, runtime_graph)
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/hbdtort/onnx2horizonrt.py”, line 3410, in make_nodes
onnx_graph)
File “/usr/local/lib/python3.6/site-packages/horizon_tc_ui/hbdtort/onnx2horizonrt.py”, line 1306, in convert_where
raise ValueError(“unsupported broadcast mode”)
ValueError: unsupported broadcast mode
2022-08-19 10:16:40,448 file: tool_utils.py func: tool_utils line No: 118 unsupported broadcast mode