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update docs
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ppwwyyxx committed Jan 16, 2021
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Expand Up @@ -32,13 +32,13 @@ Note:

1. This script does not support arbitrary detectron2 config.
When run against an unsupported config, it may fail silently and produce
erroneous models.
erroneous models. Always verify the evaluation results.

2. The above steps produces a TensorFlow's pb file without any inference-time optimization (such as fusion).
Tensorpack is a training framework so it does not provide any such tools.
It's up to the user to further optimize the final graph.

3. There could be a small incompatibility for converted models.
3. There could be a small inconsistency for converted models.
For the implementation of RoIAlign, there is no equivalence of `POOLER_SAMPLING_RATIO=0` in tensorpack or TensorFlow.
Our RoIAlign only implements `POOLER_SAMPLING_RATIO=2`.
The results are quite similar, and the final AP may be different by <0.5.

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