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tensorflow with deep learning

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Nội dung chi tiết: tensorflow with deep learning

tensorflow with deep learning

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

tensorflow with deep learning ...................................................................1Chapter 1: Getting started with tensorflow........................................

..............2Remarks.......................................................................................2Examples................................ tensorflow with deep learning

......................................................2Installation or Setup.......................................................................2Ba

tensorflow with deep learning

sic Example...............................................................................2Linear Regression..........................................

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

tensorflow with deep learning .............................................................................6Chapter 2: Creating a custom operation with tf.py_func (CPU only).......

........................7Parameters....................................................................................7Examples...................... tensorflow with deep learning

................................................................7Basic example........................................................................

tensorflow with deep learning

.......7Why to use tf.pyjunc........................................................................7Chapter 3: Creating RNN, LSTM and bidirectional R

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

tensorflow with deep learning g a bidirectional LSTM...............................................................9Chapter 4: How to debug a memory leak in TensorFlow.............

...............................10Examples.....................................................................................10Use Graph finalizeO to tensorflow with deep learning

catch nodes being added to the graph................................10Use the tcmalloc allocator.....................................................

tensorflow with deep learning

............10Chapter 5: How to use TensorFlow Graph Collections?............................................12Remarks................................

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

tensorflow with deep learning 2Create your own collection and use it to collect all your losses...........................12Collect variables from nested scopes....................

...................................13Chapter 6: Math behind 2D convolution with advanced examples in TF.............................15Introduction.... tensorflow with deep learning

.............................................................................15Examples...............................................................

tensorflow with deep learning

......................15No padding, strides1......................................................................15

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

FREE eBookLEARNINGtensorflowFree unaffiliated eBook created fromStack Overflow contributors.#tensorflowTable of ContentsAbout.........................

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