I'm trying to use your example with Tensorflow r1.4, and was able to successfully build and run with the ssd_mobilenet_v1_coco model with the ops_to_regsiter.h that includes ops for multiple models. However, when I tried to switch to faster_rcnn_resnet101_coco using the same build, I'm running into the following error when trying to load the model:
2017-10-30 18:00:28.307769: E [path]/tensorflow_utils.mm:209] Could not create TensorFlow Graph: Invalid argument: No OpKernel was registered to support Op 'Prod' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[Node: SecondStageBoxPredictor/Flatten/Prod = Prod[T=DT_INT32, Tidx=DT_INT32, keep_dims=false](SecondStageBoxPredictor/Flatten/Slice_1, SecondStageBoxPredictor/Flatten/Const)]]
2017-10-30 18:00:28.320101: F [path]/CameraExampleViewController.mm:495] Couldn't load model: Invalid argument: No OpKernel was registered to support Op 'Prod' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[Node: SecondStageBoxPredictor/Flatten/Prod = Prod[T=DT_INT32, Tidx=DT_INT32, keep_dims=false](SecondStageBoxPredictor/Flatten/Slice_1, SecondStageBoxPredictor/Flatten/Const)]]
From a closer examination, it looks like the "Prod" ops isn't in the ops_to_header.h file and there's no cwise_op_prod.cc file in the kernels to add to tp_ops_files.txt. At the same time, I think "Prod" ops is already part of math_ops.cc(?), and I have included -DANDROID_TYPES=ANDROID_TYPES_FULL in the build to account for the expanded data types. So I have no clue why it's failing to load. Can anyone help?
I'm trying to use your example with Tensorflow r1.4, and was able to successfully build and run with the ssd_mobilenet_v1_coco model with the ops_to_regsiter.h that includes ops for multiple models. However, when I tried to switch to faster_rcnn_resnet101_coco using the same build, I'm running into the following error when trying to load the model:
From a closer examination, it looks like the "Prod" ops isn't in the
ops_to_header.h
file and there's nocwise_op_prod.cc
file in the kernels to add totp_ops_files.txt
. At the same time, I think "Prod" ops is already part ofmath_ops.cc
(?), and I have included-DANDROID_TYPES=ANDROID_TYPES_FULL
in the build to account for the expanded data types. So I have no clue why it's failing to load. Can anyone help?