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pytorch

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transformers
willfrey
willfrey commented Jul 19, 2021

https://github.com/huggingface/transformers/blob/546dc24e0883e5e9f5eb06ec8060e3e6ccc5f6d7/src/transformers/models/gpt2/modeling_gpt2.py#L698

Assertions can't be relied upon for control flow because they can be disabled, as per the following:

$ python --help
usage: python [option] ... [-c cmd | -m mod | file | -] [arg] ...
...
-O     : remove assert and __debug__-dependent statem
Majiawei
Majiawei commented Jul 20, 2021

Reproduction

  1. What command or script did you run?
    I use ATSS to train on cityscapes dataset, and all the configurations are exactly the same as the official faster-rcnn. AP75 is always -1 at the time of evaluation.
  2. Did you make any modifications on the code or config? Did you understand what you have modified?
  3. What dataset did you use?
    cityscapes
    Environment
    sys.platform:
pytorch-lightning
chan4cc
chan4cc commented Apr 26, 2021

New Operator

Describe the operator

Why is this operator necessary? What does it accomplish?

This is a frequently used operator in tensorflow/keras

Can this operator be constructed using existing onnx operators?

If so, why not add it as a function?

I don't know.

Is this operator used by any model currently? Which one?

Are you willing to contribute it?

c4n
c4n commented Jul 30, 2021

Is your feature request related to a problem? Please describe.
I want to evaluate multiple datasets (same formatting, they can share the same dataset reader). The "evaluate" command takes much longer to load the model than to evaluate.

Describe the solution you'd like
support passing multiple input files and output files to the "evaluate" command

**Describe alternatives you've cons

nni

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