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304 Genetics, Genomics and Breeding of Sorghum traits present across the sorghum genus are governed by multiple genes, and both additive and dominance components of gene action can be exploited while breeding for high stalk sugar and juice yielding genotypes. In order to take full advantage of all carbohydrate forms it would be advantageous to develop specialized cultivars that allow a single ...
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Continue Reading...Mesh-TensorFlow, a language for specifying a general class of distributed tensor computations. Where data-parallelism can be viewed as splitting tensors and op-erations along the "batch" dimension, in Mesh-TensorFlow, the user can specify any tensor-dimensions to be split across any dimensions of a multi-dimensional mesh of processors. A Mesh-TensorFlow graph compiles into a SPMD program ...
Continue Reading...Tensorflow Basics 4 Counting to 10 6 Chapter 2: Creating a custom operation with tf.py_func (CPU only) 7 Parameters 7 Examples 7 Basic example 7 Why to use tf.py_func 7 Chapter 3: Creating RNN, LSTM and bidirectional RNN/LSTMs with TensorFlow 9 Examples 9 Creating a bidirectional LSTM 9 Chapter 4: How to debug a memory leak in TensorFlow 10 ...
Continue Reading...- des environnements comme Tensorflow et Pytorch permettent de construire et d’exploiter des modèles - des bibliothèques de modèles d’apprentissage prêts à l’emploi existent - dans certains cas, une solution comme AutoML fait même presque tout le travail ! 17 Un exemple complet sous TensorFlow - collecter des données - mettre en place un réseau de neurones - entraîner le modèle ...
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