zkonduit/ezkl

Error with `ezkl.setup()`

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Describe the bug

Unable to run ezkl.setup() for a couple of models with a batch_size=1000 and corresponding input data. Same input data was used for ezkl.calibrate_settings() too. This input data was used to successfully setup other similar model architectures but errored out with the attached two.

Error as below:

thread '<unnamed>' panicked at 'index out of bounds: the len is 1 but the index is 1', src/tensor/var.rs:340:63

PanicException: index out of bounds: the len is 1 but the index is 1

Expected behaviors

Setup to be successful

Steps to reproduce the bug

  • Generate and calibrate settings using the attached onnx and input.json files
  • Compile the attached onnx using ezkl.compile_model() (compiled models also attached)
  • Get SRS using the calibrated (and attached) settings file
  • Run ezkl.setup()

Device and Operating System

OS: Ubuntu
Version: 22.04
Processor: Intel Haswell 60 vCPUs
Memory: 256 GB

Additional Information