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BichenWuUCB / squeezeDet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

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Performance issue in src/eval.py (by P3)

DLPerf opened this issue · comments

commented

Hello! I've found a performance issue in src/eval.py: with tf.Session(config=tf.ConfigProto(allow_soft_placement=True)) as sess:(line 52) is defined in the function eval_once(line 48) which is repeatedly called in a loop while True:(line 214).

tf.Session being defined repeatedly could lead to incremental overhead. If you define tf.Session out of the loop and pass tf.Session as a parameter to the loop, your program would be much more efficient.

Looking forward to your reply. Btw, I am very glad to create a PR to fix it if you are too busy.

commented

Hello, I'm looking forward to your reply~