Tensorflow_documentation.md - #292
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August 4, 2026 04:53
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found this one still had TF1.x code in it - tf.Session(), tf.placeholder/feed_dict, tf.initialize_all_variables(), tf.InteractiveSession(). all of that's gone/deprecated in TF2 so none of it actually ran. rewrote the examples to TF2 eager execution and tested every single snippet end to end in a conda env on easley (no shared tensorflow module, so built a temp
tf_retestconda-forge env with tensorflow-cpu to test against, then tore it down after).also found a couple real bugs while testing:
np.reshape(b,(1,3))on a (2,2) array throws a ValueError, 4 elements don't fit into shape (1,3). fixed to (1,4).tf.constant(9999999) * tf.constant(111111111)example silently overflows int32 and gives a wrong negative number. fixed by making both constants int64.dropped the old benchmark section (Xena/K40 hardware, dead image links pointing to someone's personal github repo) since the "Tensorflow with multiple GPUs" quickbyte already has fresh tested Easley benchmarks - just linked to that instead of duplicating stale broken content here.
fixed typos: "Comparision"->"Comparison", "enviroment"->"environment", "corresonds"->"corresponds", "exectute"->"execute", missing space before "Tensorflow" in one spot.