model Archives - Petamind https://petaminds.com/tag/model/ A.I, Data and Software Engineering Tue, 05 Oct 2021 06:08:01 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://petaminds.com/wp-content/uploads/2019/09/ic_launcher.png model Archives - Petamind https://petaminds.com/tag/model/ 32 32 Continue training big models on less powerful devices https://petaminds.com/continue-training-big-models-on-less-powerful-devices/ https://petaminds.com/continue-training-big-models-on-less-powerful-devices/#respond Sun, 22 Mar 2020 00:51:57 +0000 https://petaminds.com/?p=2338 It would not be a surprise that you may not have a powerful expensive machine to train a complicate model. You may experience the problem of not enough memory during training in some epoch. This article demonstrates a simple workaround for this. The problem Training deep learning models requires a lot of computing power. For […]

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]]> https://petaminds.com/continue-training-big-models-on-less-powerful-devices/feed/ 0 Save, restore, visualise Graph with TensorFlow v2.0 & KERAS https://petaminds.com/save-restore-visualise-graph-with-tensorflow-v2-0-keras/ https://petaminds.com/save-restore-visualise-graph-with-tensorflow-v2-0-keras/#comments Tue, 08 Oct 2019 12:36:30 +0000 https://petaminds.com/?p=1031 TensorFlow 2.0 is coming really soon. Therefore, we quickly show some useful features, i.e., save and load a pre-trained model, with v.2 syntax. To make it more intuitive, we will also visualise the graph of the neural network model. Benefits of saving a model Quick answer: to save time, easy-share, and fast deploy. A SavedModel […]

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