https://github.com/GPflow/GPflow
Revision 69364c2b79e1e6dd0fe7419377a044c0bdedb4f5 authored by Mark van der Wilk on 04 October 2017, 18:13:22 UTC, committed by GitHub on 04 October 2017, 18:13:22 UTC
* Clean up kullback_leiblers: a single function for whitened/unwhitened and diagonal/full-covariance. Deprecate the rest.

* Update VGP and SVGP models to use new `gauss_kl`

* clean up test_conditionals

* Improve documentation

* tidy up gauss_kl code

* Add dedicated tests for Gaussian KL divergence

* Bumped version.

* Added encoding hint for python2.7.

* @ to .dot()

* change encoding to utf-8

* Added coding for `test_kldiv.py` + PEP8.

* I'm all for high test coverage, but this seems a bit overzealous :P
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Tip revision: 69364c2b79e1e6dd0fe7419377a044c0bdedb4f5 authored by Mark van der Wilk on 04 October 2017, 18:13:22 UTC
Clean up kullback_leiblers (#514)
Tip revision: 69364c2
run_tests.sh
#!/bin/bash

# Script for running GPflow tests in sequential and parallel modes.
# Running tensorflow based tests in distinct processes prevents
# bad memory accumulations which can lead to crashes or slow runs
# on resource limited hardware.
# Written by Artem Artemev, 06/08/2017

set -e

mode=${1:-"--sequential"}

case "$mode" in
    -p|--parallel)
    numproc=$([[ $(uname) == 'Darwin' ]] && sysctl -n hw.physicalcpu_max || nproc)
    echo ">>> Parallel mode. Number of processes = $numproc"
    echo testing/test_*.py | xargs -n 1 -P "$numproc" bash -c 'nosetests -v --nologcapture $0 || exit 255'
    ;;
    -s|--sequential)
    for test_file in testing/test_*.py; do
      echo ">>> Run $test_file"
      nosetests -v --nologcapture "$test_file"
      rc=$?
      if [ "$rc" != "0" ]; then
        echo ">>> $test_file failed"
        exit $rc
      fi
    done
    ;;
    *)
    ;;
esac
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