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shawnwun avatar shawnwun commented on May 27, 2024

Theano is very slow in compiling computational graphs for this model because the architecture is non-trivial. You can put theano flags optimizer=fast_compile to run it. The run-time is relatively faster because both the model and dataset are small.

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robotzheng avatar robotzheng commented on May 27, 2024

THEANO_FLAGS=optimizer=fast_compile,device=gpu,floatX=float32 python nndial.py -config config/tracker.cfg -mode train
also:
including informable tracker loss ...
including informable tracker loss ...
including informable tracker loss ...
including requestable tracker loss ...
including requestable tracker loss ...
including requestable tracker loss ...
including requestable tracker loss ...
including requestable tracker loss ...
including requestable tracker loss ...
including OfferChange tracker loss ...
gradient w.r.t inftrk
gradient w.r.t reqtrk

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robotzheng avatar robotzheng commented on May 27, 2024

I use centos 7.5 K40

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robotzheng avatar robotzheng commented on May 27, 2024

start work:
number of parameters : 1103292
number of training parameters : 1096842
start network training ...
Finishing 25 dialog in epoch 1
thanks to shawnwun

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xiw54 avatar xiw54 commented on May 27, 2024

Found the example_run, sorry!

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hailiang-wang avatar hailiang-wang commented on May 27, 2024

I came to the same problem.
The program starts to train by suppling THEANO_FLAGS="optimizer=fast_compile".

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