ValidatedGraphConfig Initialization Failed

[mateodlt]

OS Platform and Distribution

MacOS ARM

Compiler version

No response

Programming Language and version

Python 3.11.8

Installed using virtualenv? pip? Conda?(if python)

virtualenv pip

MediaPipe version

0.10.10

Bazel version

7.0.2

XCode and Tulsi versions (if iOS)

15.2

Android SDK and NDK versions (if android)

No response

Android AAR (if android)

None

OpenCV version (if running on desktop)

4.9.0

Describe the problem

It gives me errors everytime I run anything that relates to mediapipe. CV runs great, but when trying to use hands = mpHands.Hands(), hands = mp.solutions.hands, I get the error. Is it because I'm running on Mac ARM? I

Complete Logs

/Users/usera/Documents/Development/Apps/prj/.venv/bin/python /Users/usera/Documents/Development/Apps/prj/main.py 

2024-02-24 17:53:59.478 python[83108:17726527] WARNING: AVCaptureDeviceTypeExternal is deprecated for Continuity Cameras. Please use AVCaptureDeviceTypeContinuityCamera and add NSCameraUseContinuityCameraDeviceType to your Info.plist.
Traceback (most recent call last):
  File "/Users/usera/Documents/Development/Apps/prj/main.py", line 8, in <module>
    hands = mpHands.Hands()
            ^^^^^^^^^^^^^^^
  File "/Users/usera/Documents/Development/Apps/prj/.venv/lib/python3.11/site-packages/mediapipe/python/solutions/hands.py", line 114, in __init__
    super().__init__(
  File "/Users/usera/Documents/Development/Apps/prj/.venv/lib/python3.11/site-packages/mediapipe/python/solution_base.py", line 248, in __init__
    self._graph = calculator_graph.CalculatorGraph(
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: ValidatedGraphConfig Initialization failed.
ImageToTensorCalculator: ; RET_CHECK failure (mediapipe/calculators/tensor/image_to_tensor_calculator.cc:144) ValidateOptionOutputDims(options) returned INTERNAL: ; RET_CHECK failure (./mediapipe/calculators/tensor/image_to_tensor_utils.h:136) options.has_output_tensor_float_range() || options.has_output_tensor_int_range() || options.has_output_tensor_uint_range()Output tensor range is required. 
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ImageToTensorCalculator: ; RET_CHECK failure (mediapipe/calculators/tensor/image_to_tensor_calculator.cc:144) ValidateOptionOutputDims(options) returned INTERNAL: ; RET_CHECK failure (./mediapipe/calculators/tensor/image_to_tensor_utils.h:136) options.has_output_tensor_float_range() || options.has_output_tensor_int_range() || options.has_output_tensor_uint_range()Output tensor range is required. 
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
SplitTensorVectorCalculator: The number of output streams should match the number of ranges specified in the CalculatorOptions.

Process finished with exit code 1

[philipqueen]

I was able to replicate this error on an M1 mac with 3.11.7, running mediapipe 0.10.10, trying to run mediapipe holistic pose estimation. Downgrading to 0.10.9 fixed this issue.

It appears to happen on intel macs too, as I only tested the upgrade while trying to fix an issue from someone running 0.10.10 on an intel mac

[surtecha]

philipqueen

Thanks for the tip. I was facing the same issue on my M3 Mac and downgrading mediapipe to 0.10.9 did resolve it.

[DPLATA]

yeaaaaah same, downgrading from 0.10.10 to 0.10.9 worked for me, thanks big dog

[damiannogueiras]

Thanks a lot!!!! Downgrading to 0.10.9 worked for mi, too (apple M2)

[srinrealyf]

Thanks a lot, you guys saved my day. Downgrading MediaPipe to 0.10.9 works like a charm !

[kuaashish]

Hi @M8DLT,

Could you please share the exact standalone code you are following, Or steps taking from our documentation from here? Additionally, kindly confirm the macOS version you are using. This information will help us reproduce and better understand the issue on our end.

Thank you!!

[twoertwein]

I get the same error starting with 0.10.10 on a Mac M2 when loading legacy models (FaceMesh or Hands):

$ python -c "from mediapipe.python.solutions.face_mesh import FaceMesh; FaceMesh()"
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/Users/twoertwein/miniforge3/envs/mediapipe/lib/python3.10/site-packages/mediapipe/python/solutions/face_mesh.py", line 95, in __init__
    super().__init__(
  File "/Users/twoertwein/miniforge3/envs/mediapipe/lib/python3.10/site-packages/mediapipe/python/solution_base.py", line 248, in __init__
    self._graph = calculator_graph.CalculatorGraph(
RuntimeError: ValidatedGraphConfig Initialization failed.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ImageToTensorCalculator: ; RET_CHECK failure (mediapipe/calculators/tensor/image_to_tensor_calculator.cc:144) ValidateOptionOutputDims(options) returned INTERNAL: ; RET_CHECK failure (./mediapipe/calculators/tensor/image_to_tensor_utils.h:136) options.has_output_tensor_float_range() || options.has_output_tensor_int_range() || options.has_output_tensor_uint_range()Output tensor range is required. 
SplitTensorVectorCalculator: The number of output streams should match the number of ranges specified in the CalculatorOptions.
SplitTensorVectorCalculator: The number of output streams should match the number of ranges specified in the CalculatorOptions.
SplitTensorVectorCalculator: The number of output streams should match the number of ranges specified in the CalculatorOptions. 

$ python -c "from mediapipe.python.solutions.hands import Hands; Hands()"  
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/Users/twoertwein/miniforge3/envs/mediapipe/lib/python3.10/site-packages/mediapipe/python/solutions/hands.py", line 114, in __init__
    super().__init__(
  File "/Users/twoertwein/miniforge3/envs/mediapipe/lib/python3.10/site-packages/mediapipe/python/solution_base.py", line 248, in __init__
    self._graph = calculator_graph.CalculatorGraph(
RuntimeError: ValidatedGraphConfig Initialization failed.
ImageToTensorCalculator: ; RET_CHECK failure (mediapipe/calculators/tensor/image_to_tensor_calculator.cc:144) ValidateOptionOutputDims(options) returned INTERNAL: ; RET_CHECK failure (./mediapipe/calculators/tensor/image_to_tensor_utils.h:136) options.has_output_tensor_float_range() || options.has_output_tensor_int_range() || options.has_output_tensor_uint_range()Output tensor range is required. 
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ImageToTensorCalculator: ; RET_CHECK failure (mediapipe/calculators/tensor/image_to_tensor_calculator.cc:144) ValidateOptionOutputDims(options) returned INTERNAL: ; RET_CHECK failure (./mediapipe/calculators/tensor/image_to_tensor_utils.h:136) options.has_output_tensor_float_range() || options.has_output_tensor_int_range() || options.has_output_tensor_uint_range()Output tensor range is required. 
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
ConstantSidePacketCalculator: ; RET_CHECK failure (mediapipe/calculators/core/constant_side_packet_calculator.cc:64) (cc->OutputSidePackets().NumEntries(kPacketTag))==(options.packet_size())Number of output side packets has to be same as number of packets configured in options.
SplitTensorVectorCalculator: The number of output streams should match the number of ranges specified in the CalculatorOptions.

[philipqueen]

I was able to replicate this issue with mediapipe 0.10.11 on my M1 (Monterey) Mac as well.
Using @twoertwein's example, but with another legacy solution (holistic): python -c "from mediapipe.python.solutions.holistic import Holistic; Holistic()"