Monthly Archives: June 2018

Problems and solutions about building Tensorflow-1.8 with TensorRT 4.0

Problem: When compiling Tensorflow-1.8 with CUDA-9.2, it reports:

Solution: Add ‘/usr/local/cuda-9.2/lib64’ into ‘/etc/’ and run ‘sudo ldconfig’ to make it works. Problem: When compiling Tensorflow-1.8, it reports:

Solution: In ‘.tf_configure.bazelrc’ file, use real python location instead of soft link:

Problem: When running TensorRT, it reports:

Solution:… Read more »

Testing performance of Tensorflow’s fixed-point-quantization on x86_64 cpu

Google has published their quantization method on this paper. It use int8 to run feed-forward but float32 for back-propagation, since back-propagation need more accurate to accumulate gradients. I got a question right after reading the paper: why all the performance test works are on platform of mobile-phone (ARM architecture)? The… Read more »

Some tips about LaTeX

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1. After running ‘bibtex paper’, it reports

This is because we need to use ‘and’ to replace commas. After changing them

The errors disappeared. 2. How to extend space between two rows in a table? Answer:

3. Problem: Can’t upload .bib file in Answer: run ‘pdflatex… Read more »

Use pandas and matplotlib to draw line chart

I have two CSV files. Their content looks like:

The simplest way to load and draw them is by using pandas and matplotlib.

The figure draw out by this snippet is shown below: