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kstaats / karoo_gp

A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.
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Tensorflow v2 behaviour #66

Open asksak opened 2 years ago

asksak commented 2 years ago

I notice using tf v1 compatibility. Perhaps it's better to decorate @tf.function in fx_fitness_eval and get rid of graph initialisation and the session. It is way more efficient to let tensorflow autograph and functions are way less expensive than sessions.

Best

Aymen

ezio-melotti commented 2 years ago

Thanks for sharing this! Karoo is currently undergoing a major redesign (see #53). We are planning to upgrade the TF version too, and possibly get rid of the fx_fitness_eval function.

kstaats commented 2 years ago

Thank you. We are in the midst of a major re-write of Karoo. We will take this into consideration.

On 6/12/22 09:32, asksak wrote:

I notice using tf v1 compatibility. Perhaps it's better to decorate @tf.function in fx_fitness_eval and get rid of graph initialisation and the session. It is way more efficient to let tensorflow autograph and functions are way less expensive than sessions.

Best

Aymen