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csharpseattle / tensorflowiOS

A Real Time Object Detection application on iOS using Tensorflow and pre-trained COCO dataset models. Video frames are captured and inference is done locally using the provided mobilenet models. Both Swift and Objective-C projects.
MIT License
96 stars 27 forks source link

using faster rcnn model #8

Open mbenami opened 6 years ago

mbenami commented 6 years ago

Hi. Thanks for sharing your repo. I try to use the faster rcnn model I use 

NSString *model = @"op_inference_graph_rcnn";

in the TensorflowGraph.mm file but when u load the app its crash when its try to detect you know what can cause this? Thanks!

csharpseattle commented 6 years ago

Hi Michael,

What phone are you using? It could be memory. Can you post a console log? I just tried that model on my iPhone 6s and it ran without crashing, although admittedly, it wasn’t anywhere near real-time; I was only processing a frame every 24 seconds or so. I will probably remove that model from the next push for this reason. There are others in the Tensorflow Model Zoo https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md that should perform better and though I haven’t tested them all you should be able to use any of the models that give boxes.

On Jun 5, 2018, at 5:38 AM, Michael Ben ami notifications@github.com wrote:

Hi. Thanks for sharing your repo. I try to use the faster rcnn model I use

NSString *model = @"op_inference_graph_rcnn"; in the TensorflowGraph.mm file but when u load the app its crash when its try to detect you know what can cause this? Thanks!

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mbenami commented 6 years ago

I have iPhone 6.. do you know how much memory the faster rcnn network need? I'll check the other model you mention too Thanks

mbenami commented 6 years ago

Hi @csharpseattle I train SSD mobile net v1 with my dataset with the object detection API on tensorflow 1.7.0 with 600x600 as input size. I use object_detection/export_inference_graph.py to frezze the model

when I try to replace the model. I got an error: Failed to load model log:

2018-06-07 12:43:08.061775+0300 tensorflowiOS[3030:597247] [MC] System group container for systemgroup.com.apple.configurationprofiles path is /private/var/containers/Shared/SystemGroup/systemgroup.com.apple.configurationprofiles
2018-06-07 12:43:08.064279+0300 tensorflowiOS[3030:597247] [MC] Reading from public effective user settings.
2018-06-07 12:43:16.032525: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: PopulationCount
2018-06-07 12:43:16.038127: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: RightShift
2018-06-07 12:43:16.038265: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: LeftShift
2018-06-07 12:43:16.038418: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseAnd
2018-06-07 12:43:16.038582: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseOr
2018-06-07 12:43:16.038730: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseXor
2018-06-07 12:43:16.038899: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: Invert
2018-06-07 12:43:16.039767: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.042912: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.043079: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.043289: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.043866: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.044084: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV2
2018-06-07 12:43:16.044224: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.044479: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.044589: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.044696: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.045003: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.045140: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable
2018-06-07 12:43:16.045250: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors
2018-06-07 12:43:16.045357: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensors
2018-06-07 12:43:16.045481: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensors
2018-06-07 12:43:16.045731: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensors
2018-06-07 12:43:16.045962: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImport" device_type: "CPU"') for unknown op: LookupTableImport
2018-06-07 12:43:16.046249: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExportV2" device_type: "CPU"') for unknown op: LookupTableExportV2
2018-06-07 12:43:16.046436: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSizeV2" device_type: "CPU"') for unknown op: LookupTableSizeV2
2018-06-07 12:43:16.046552: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSize" device_type: "CPU"') for unknown op: LookupTableSize
2018-06-07 12:43:16.046648: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImportV2" device_type: "CPU"') for unknown op: LookupTableImportV2
2018-06-07 12:43:16.046744: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsertV2" device_type: "CPU"') for unknown op: LookupTableInsertV2
2018-06-07 12:43:16.046877: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFindV2" device_type: "CPU"') for unknown op: LookupTableFindV2
2018-06-07 12:43:16.047135: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFileV2" device_type: "CPU"') for unknown op: InitializeTableFromTextFileV2
2018-06-07 12:43:16.047338: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableV2" device_type: "CPU"') for unknown op: InitializeTableV2
2018-06-07 12:43:16.047480: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTable" device_type: "CPU"') for unknown op: InitializeTable
2018-06-07 12:43:16.049546: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable
2018-06-07 12:43:16.049761: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTable
2018-06-07 12:43:16.049911: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTable
2018-06-07 12:43:16.050150: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTable
2018-06-07 12:43:16.050559: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable
2018-06-07 12:43:16.050986: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsert" device_type: "CPU"') for unknown op: LookupTableInsert
2018-06-07 12:43:16.051190: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExport" device_type: "CPU"') for unknown op: LookupTableExport
2018-06-07 12:43:16.051391: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV2
2018-06-07 12:43:16.051502: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensorsV2
2018-06-07 12:43:16.051690: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensorsV2
2018-06-07 12:43:16.051922: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensorsV2
2018-06-07 12:43:16.053580: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable
2018-06-07 12:43:16.053739: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable
2018-06-07 12:43:16.053865: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable
2018-06-07 12:43:16.053972: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable
2018-06-07 12:43:16.054095: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable
2018-06-07 12:43:16.054200: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable
2018-06-07 12:43:16.054336: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable
2018-06-07 12:43:16.054568: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable
2018-06-07 12:43:16.054957: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTable
2018-06-07 12:43:16.055086: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable
2018-06-07 12:43:16.055622: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.055818: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056121: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056384: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056533: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056679: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056825: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.056972: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.057117: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.057262: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV2
2018-06-07 12:43:16.058358: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV2
2018-06-07 12:43:16.058515: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableV2
2018-06-07 12:43:16.058622: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableV2
2018-06-07 12:43:16.058812: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableV2
2018-06-07 12:43:16.058917: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV2
2018-06-07 12:43:16.059270: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFile" device_type: "CPU"') for unknown op: InitializeTableFromTextFile
2018-06-07 12:43:16.059535: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFind" device_type: "CPU"') for unknown op: LookupTableFind
2018-06-07 12:43:17.402005: E /Users/mbenami/Documents/Yoobic/tensorflowiOS/swift/Tensorflow/TensorflowUtils.mm:99] Could not create TensorFlow Graph: Invalid argument: No OpKernel was registered to support Op 'Add' with these attrs.  Registered devices: [CPU], Registered kernels:
  device='CPU'; T in [DT_FLOAT]

     [[Node: MultipleGridAnchorGenerator/add_18 = Add[T=DT_INT32](MultipleGridAnchorGenerator/add_18/x, MultipleGridAnchorGenerator/strided_slice_2)]]
2018-06-07 12:43:17.475625+0300 tensorflowiOS[3030:597371] Failed to load model
2018-06-07 12:43:28.135069+0300 tensorflowiOS[3030:597247] [App] if we're in the real pre-commit handler we can't actually add any new fences due to CA restriction
2018-06-07 12:43:28.136170+0300 tensorflowiOS[3030:597247] [App] if we're in the real pre-commit handler we can't actually add any new fences due to CA restriction

on iPhone 6 iOS 11.3.1

Build tensorflow iOS comand: tensorflow/contrib/makefile/build_all_ios.sh -a arm64 without the 64 limitation i got Thread Pool error

by the way.. with tensorflow 1.5 it's working (not so real time but working )

csharpseattle commented 6 years ago

I've seen that when I have built the iOS Tensorflow libs and forgotten to set __ANDROID_TYPES_FULL__. Though it is strange that 1.5 works. Using your own dataset shouldn't matter. I've done that many times. You might check out some of the other suggestions here: https://github.com/tensorflow/tensorflow/issues/4863

I stayed on r1.5 until r1.8 but I also had trouble building recently. I edited the Makefile and changed -D__thread=thread_local to -D__thread= for the i386 arch only.

csharpseattle commented 6 years ago

Another thing to try is to use the -g flag to build_all_ios.sh . This will use print_selective_registration_header to look at your .pb file and output a header file containing all the ops needed to build for your specific graph. This has the added benefit of decreasing the app's binary size.