DetectNet conversion to Intel OpenVino using model optimiser

Hello Folks!

I’m trying to get one of my DY models running on a Raspberry Pi by converting the DetectNet .caffemodel to a .bin and .xml file for Intel OpenVino software.

The library COCO-Dog model supplied by https://nvidia.box.com/shared/static/tdrvaw3fd2cwst2zu2jsi0u43vzk8ecu.gz seems to convert without errors, but my own model, built using Nvidia DIGITS 6.1 container on AWS gives following errors below.

I believe the problem must be with the way I trained the network rather than the Intel software, which is why i’m posting here!

Model Optimizer version: 	1.5.12.49d067a0
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_210'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_319'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_209'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_356'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_154'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_300'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_212'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_278'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_162'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_385'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_199'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_213'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_252'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_157'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_373'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_282'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_163'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_379'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_176'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_174'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_256'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_384'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_297'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_374'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_167'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_184'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_263'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_370'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_366'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_236'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_177'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_325'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_363'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_192'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_301'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_293'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_376'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_353'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_179'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_238'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_365'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_226'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_200'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_371'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_346'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_395'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_187'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_339'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_245'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_359'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_264'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_407'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_269'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_232'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_274'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_355'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_225'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_400'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_290'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_219'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_320'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_405'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_388'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_326'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_171'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_235'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_362'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_186'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_233'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_277'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_394'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_401'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_180'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_380'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_261'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_387'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_289'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_343'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_166'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_158'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_314'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_273'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_205'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_358'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_338'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_377'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_196'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_408'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_260'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_170'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_329'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_220'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_304'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_268'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_313'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_352'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_204'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_183'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_303'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_246'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_255'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_195'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_296'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_330'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_230'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_345'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_173'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_292'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_251'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_283'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_229'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_392'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_191'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_391'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_404'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_342'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_239'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_210'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_319'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_209'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_356'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_154'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_300'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_212'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_278'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_162'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_385'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_199'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_213'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_252'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_157'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_373'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_282'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_163'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_379'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_176'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_174'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_256'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_384'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_297'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_374'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_167'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_184'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_263'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_370'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_366'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_236'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_177'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_325'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_363'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_192'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_301'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_293'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_376'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_353'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_179'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_238'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_365'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_226'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_200'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_371'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_346'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_395'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_187'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_339'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_245'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_359'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_264'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_407'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_269'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_232'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_274'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_355'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_225'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_400'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_290'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_219'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_320'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_405'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_388'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_326'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_171'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_235'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_362'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_186'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_233'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_277'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_394'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_401'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_180'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_380'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_261'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_387'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_289'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_343'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_166'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_158'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_314'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_273'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_205'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_358'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_338'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_377'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_196'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_408'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_260'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_170'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_329'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_220'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_304'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_268'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_313'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_352'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_204'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_183'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_303'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_246'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_255'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_195'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_296'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_330'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_230'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_345'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_173'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_292'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_251'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_283'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_229'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_392'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_191'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_391'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_404'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_342'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_239'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_210'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_319'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_209'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_356'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_154'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_300'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_212'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_278'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_162'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_385'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_199'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_213'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_252'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_157'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_373'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_282'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_163'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_379'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_176'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_174'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_256'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_384'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_297'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_374'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_167'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_184'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_263'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_370'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_366'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_236'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_177'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_325'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_363'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_192'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_301'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_293'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_376'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_353'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_179'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_238'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_365'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_226'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_200'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_371'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_346'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_395'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_187'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_339'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_245'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_359'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_264'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_407'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_269'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_232'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_274'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_355'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_225'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_400'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_290'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_219'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_320'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_405'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_388'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_326'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_171'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_235'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_362'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_186'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_233'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_277'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_394'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_401'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_180'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_380'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_261'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_387'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_289'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_343'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_166'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_158'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_314'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_273'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_205'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_358'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_338'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_377'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_196'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_408'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_260'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_170'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_329'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_220'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_304'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_268'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_313'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_352'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_204'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_183'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_303'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_246'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_255'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_195'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_296'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_330'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_230'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_345'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_173'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_292'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_251'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_283'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_229'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_392'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_191'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_391'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_404'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_342'
[ ERROR ]  Found bad shape: '[0]' for node 'embedded_input_239'
[ ERROR ]  Size of weights 0 does not match kernel shape: [64  3  7  7]
    Possible reason is wrong channel number in input shape

[ ERROR ]  Cannot infer shapes or values for node "conv1/7x7_s2".
[ ERROR ]  Cannot reshape weights to kernel shape
[ ERROR ]  
[ ERROR ]  It can happen due to bug in custom shape infer function <function Convolution.infer at 0x7fd15cc81268>.
[ ERROR ]  Or because the node inputs have incorrect values/shapes.
[ ERROR ]  Or because input shapes are incorrect (embedded to the model or passed via --input_shape).
[ ERROR ]  Run Model Optimizer with --log_level=DEBUG for more information.
[ ERROR ]  Stopped shape/value propagation at "conv1/7x7_s2" node. 
 For more information please refer to Model Optimizer FAQ (<INSTALL_DIR>/deployment_tools/documentation/docs/MO_FAQ.html), question #38.