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January 21, 2020 20:03
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Prevent CUDA initialization failures in tensorflow with gpu_options.allow_growth=True
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| # Using tf.estimator without keras | |
| session_config = tf.ConfigProto() | |
| session_config.gpu_options.allow_growth=True | |
| run_config = tf.estimator.RunConfig(session_config=session_config) | |
| classifier = tf.estimator.Estimator(model_fn=..., config=run_config) | |
| # Using any keras | |
| session_config = tf.ConfigProto() | |
| session_config.gpu_options.allow_growth=True | |
| session = tf.Session(config=session_config) | |
| tf.keras.backend.set_session(session) |
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