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ina-foss / inaFaceAnalyzer

INA's library with pretrained models for gender and age prediction from faces.
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fix batch len #23

Closed DavidDoukhan closed 3 years ago

DavidDoukhan commented 3 years ago

WARNING:tensorflow:5 out of the last 9 calls to <function Model.make_predict_function..predict_function at 0x7f94e0427d30> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details.

DavidDoukhan commented 3 years ago

this may happen during testing since analyzer objects are created several time for each test In a regular situation, this will not happen