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Hi! Assuming you already have a trained model on an Amazon S3 location in a tar.gz format then you should be able to load that using the TensorFlowModel class and deploy from there (using the SDK) as shown in the documentation here: https://sagemaker.readthedocs.io/en/stable/frameworks/tensorflow/using_tf.html#deploying-directly-from-model-artifacts
In the constructor of TensorFlowModel you may also want to pass the keyword argument "framework_version" (more on this here: https://sagemaker.readthedocs.io/en/stable/frameworks/tensorflow/sagemaker.tensorflow.html)
Currently the supported versions of TFv2 are "2.0.4", "2.1.3", "2.2.2", "2.3.2", "2.4.3", "2.5.1" and "2.6.0".
Let me know if this helped answer your question
répondu il y a 2 ans
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