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--- ml:tensorflow [2021/04/23 22:38] – created jmflanig
+++ ml:tensorflow [2023/06/15 07:36] (current) – external edit 127.0.0.1
@@ Line 1: / Line 1: @@
-====== Tensorflow ======
+====== TensorFlow ======
 ===== Debugging =====
   * Printing values (during training, etc).
-    * Use tf.print(), instead of print().  See [[https://stackoverflow.com/questions/57469673/tf-print-vs-python-print-vs-tensor-eval|here]]
+    * Use tf.print(), instead of print().  See [[https://stackoverflow.com/questions/57469673/tf-print-vs-python-print-vs-tensor-eval|here]].
+==== Profiling =====
+  * [[https://www.tensorflow.org/guide/gpu_performance_analysis|Tensorflow - Optimize TensorFlow GPU Performance with the TensorFlow Profiler]]
+===== Operations =====
+  * Cumulative sum and max
+    * Cumulative sum: [[https://www.tensorflow.org/api_docs/python/tf/math/cumsum|tf.math.cumsum]]
+    * Cumulative max: [[https://stackoverflow.com/questions/49314186/tensorflow-how-to-implement-cumulative-maximum|Stack Overflow]] or [[https://github.com/balancap/SSD-Tensorflow/blob/master/tf_extended/math.py|tf_extended]]
+===== Related Pages =====
+  * [[Hugging Face]]
+  * [[PyTorch]]
+  * [[Software]]