├── .gitignore ├── .pylintrc ├── .readthedocs.yml ├── .travis.yml ├── LICENSE ├── README.md ├── arxiv-tar.sh ├── asv.conf.json ├── asvrun.sh ├── benchmarks ├── README.md ├── __init__.py ├── asv │ ├── __init__.py │ ├── fx2007 │ │ ├── __init__.py │ │ ├── fx2007.py │ │ └── run.sh │ └── weather │ │ ├── __init__.py │ │ ├── run.sh │ │ └── weather.py ├── benchlib │ ├── bench.py │ ├── cogp_fx2007.m │ ├── cogp_synth.m │ ├── cogp_weather.m │ ├── inv-run.sh │ ├── slurm-wrapper.sh │ └── standard_tester.py ├── fx2007-out │ ├── results_fx2007.tex │ └── stdout-fx2007.txt ├── grad-grid │ ├── makepics.py │ ├── out │ │ ├── extracted_summary.csv │ │ ├── n5000-d10-r3-q1-eps0.0001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmix-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmix-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmix-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmix-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kmix-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-krbf-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-krbf-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-krbf-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-krbf-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.0001-krbf-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmix-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmix-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmix-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmix-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kmix-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.001-krbf-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.001-krbf-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.001-krbf-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.001-krbf-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.001-krbf-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmatern-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmatern-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmatern-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmatern-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmatern-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmix-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmix-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmix-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmix-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kmix-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.01-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.01-krbf-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.01-krbf-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.01-krbf-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.01-krbf-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.01-krbf-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmix-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmix-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmix-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmix-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kmix-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q1-eps0.1-krbf-run0.txt │ │ ├── n5000-d10-r3-q1-eps0.1-krbf-run1.txt │ │ ├── n5000-d10-r3-q1-eps0.1-krbf-run2.txt │ │ ├── n5000-d10-r3-q1-eps0.1-krbf-run3.txt │ │ ├── n5000-d10-r3-q1-eps0.1-krbf-run4.txt │ │ ├── n5000-d10-r3-q1-eps1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q1-eps1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q1-eps1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q1-eps1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q1-eps1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q1-eps1-kmix-run0.txt │ │ ├── n5000-d10-r3-q1-eps1-kmix-run1.txt │ │ ├── n5000-d10-r3-q1-eps1-kmix-run2.txt │ │ ├── n5000-d10-r3-q1-eps1-kmix-run3.txt │ │ ├── n5000-d10-r3-q1-eps1-kmix-run4.txt │ │ ├── n5000-d10-r3-q1-eps1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q1-eps1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q1-eps1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q1-eps1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q1-eps1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q1-eps1-krbf-run0.txt │ │ ├── n5000-d10-r3-q1-eps1-krbf-run1.txt │ │ ├── n5000-d10-r3-q1-eps1-krbf-run2.txt │ │ ├── n5000-d10-r3-q1-eps1-krbf-run3.txt │ │ ├── n5000-d10-r3-q1-eps1-krbf-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmix-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmix-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmix-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmix-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kmix-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-krbf-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-krbf-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-krbf-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-krbf-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.0001-krbf-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmix-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmix-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmix-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmix-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kmix-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.001-krbf-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.001-krbf-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.001-krbf-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.001-krbf-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.001-krbf-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmatern-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmatern-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmatern-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmatern-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmatern-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmix-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmix-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmix-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmix-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kmix-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.01-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.01-krbf-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.01-krbf-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.01-krbf-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.01-krbf-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.01-krbf-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmix-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmix-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmix-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmix-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kmix-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q10-eps0.1-krbf-run0.txt │ │ ├── n5000-d10-r3-q10-eps0.1-krbf-run1.txt │ │ ├── n5000-d10-r3-q10-eps0.1-krbf-run2.txt │ │ ├── n5000-d10-r3-q10-eps0.1-krbf-run3.txt │ │ ├── n5000-d10-r3-q10-eps0.1-krbf-run4.txt │ │ ├── n5000-d10-r3-q10-eps1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q10-eps1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q10-eps1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q10-eps1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q10-eps1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q10-eps1-kmix-run0.txt │ │ ├── n5000-d10-r3-q10-eps1-kmix-run1.txt │ │ ├── n5000-d10-r3-q10-eps1-kmix-run2.txt │ │ ├── n5000-d10-r3-q10-eps1-kmix-run3.txt │ │ ├── n5000-d10-r3-q10-eps1-kmix-run4.txt │ │ ├── n5000-d10-r3-q10-eps1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q10-eps1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q10-eps1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q10-eps1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q10-eps1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q10-eps1-krbf-run0.txt │ │ ├── n5000-d10-r3-q10-eps1-krbf-run1.txt │ │ ├── n5000-d10-r3-q10-eps1-krbf-run2.txt │ │ ├── n5000-d10-r3-q10-eps1-krbf-run3.txt │ │ ├── n5000-d10-r3-q10-eps1-krbf-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmix-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmix-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmix-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmix-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kmix-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-krbf-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-krbf-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-krbf-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-krbf-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.0001-krbf-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmatern-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmatern-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmatern-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmatern-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmatern-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmix-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmix-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmix-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmix-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kmix-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.001-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.001-krbf-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.001-krbf-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.001-krbf-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.001-krbf-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.001-krbf-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmatern-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmatern-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmatern-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmatern-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmatern-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmix-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmix-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmix-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmix-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kmix-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.01-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.01-krbf-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.01-krbf-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.01-krbf-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.01-krbf-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.01-krbf-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmix-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmix-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmix-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmix-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kmix-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q5-eps0.1-krbf-run0.txt │ │ ├── n5000-d10-r3-q5-eps0.1-krbf-run1.txt │ │ ├── n5000-d10-r3-q5-eps0.1-krbf-run2.txt │ │ ├── n5000-d10-r3-q5-eps0.1-krbf-run3.txt │ │ ├── n5000-d10-r3-q5-eps0.1-krbf-run4.txt │ │ ├── n5000-d10-r3-q5-eps1-kmatern-run0.txt │ │ ├── n5000-d10-r3-q5-eps1-kmatern-run1.txt │ │ ├── n5000-d10-r3-q5-eps1-kmatern-run2.txt │ │ ├── n5000-d10-r3-q5-eps1-kmatern-run3.txt │ │ ├── n5000-d10-r3-q5-eps1-kmatern-run4.txt │ │ ├── n5000-d10-r3-q5-eps1-kmix-run0.txt │ │ ├── n5000-d10-r3-q5-eps1-kmix-run1.txt │ │ ├── n5000-d10-r3-q5-eps1-kmix-run2.txt │ │ ├── n5000-d10-r3-q5-eps1-kmix-run3.txt │ │ ├── n5000-d10-r3-q5-eps1-kmix-run4.txt │ │ ├── n5000-d10-r3-q5-eps1-kperiodic-run0.txt │ │ ├── n5000-d10-r3-q5-eps1-kperiodic-run1.txt │ │ ├── n5000-d10-r3-q5-eps1-kperiodic-run2.txt │ │ ├── n5000-d10-r3-q5-eps1-kperiodic-run3.txt │ │ ├── n5000-d10-r3-q5-eps1-kperiodic-run4.txt │ │ ├── n5000-d10-r3-q5-eps1-krbf-run0.txt │ │ ├── n5000-d10-r3-q5-eps1-krbf-run1.txt │ │ ├── n5000-d10-r3-q5-eps1-krbf-run2.txt │ │ ├── n5000-d10-r3-q5-eps1-krbf-run3.txt │ │ ├── n5000-d10-r3-q5-eps1-krbf-run4.txt │ │ ├── relalpha_l1.eps │ │ ├── relalpha_l2.eps │ │ ├── relgrad_l1.eps │ │ ├── relgrad_l2.eps │ │ ├── slurm-err-0.txt │ │ ├── slurm-err-1.txt │ │ ├── slurm-err-10.txt │ │ ├── slurm-err-11.txt │ │ ├── slurm-err-12.txt │ │ ├── slurm-err-13.txt │ │ ├── slurm-err-14.txt │ │ ├── slurm-err-15.txt │ │ ├── slurm-err-16.txt │ │ ├── slurm-err-17.txt │ │ ├── slurm-err-18.txt │ │ ├── slurm-err-19.txt │ │ ├── slurm-err-2.txt │ │ ├── slurm-err-20.txt │ │ ├── slurm-err-21.txt │ │ ├── slurm-err-22.txt │ │ ├── slurm-err-23.txt │ │ ├── slurm-err-24.txt │ │ ├── slurm-err-25.txt │ │ ├── slurm-err-26.txt │ │ ├── slurm-err-27.txt │ │ ├── slurm-err-28.txt │ │ ├── slurm-err-29.txt │ │ ├── slurm-err-3.txt │ │ ├── slurm-err-30.txt │ │ ├── slurm-err-31.txt │ │ ├── slurm-err-32.txt │ │ ├── slurm-err-33.txt │ │ ├── slurm-err-34.txt │ │ ├── slurm-err-35.txt │ │ ├── slurm-err-36.txt │ │ ├── slurm-err-37.txt │ │ ├── slurm-err-38.txt │ │ ├── slurm-err-39.txt │ │ ├── slurm-err-4.txt │ │ ├── slurm-err-40.txt │ │ ├── slurm-err-41.txt │ │ ├── slurm-err-42.txt │ │ ├── slurm-err-43.txt │ │ ├── slurm-err-44.txt │ │ ├── slurm-err-45.txt │ │ ├── slurm-err-46.txt │ │ ├── slurm-err-47.txt │ │ ├── slurm-err-48.txt │ │ ├── slurm-err-49.txt │ │ ├── slurm-err-5.txt │ │ ├── slurm-err-50.txt │ │ ├── slurm-err-51.txt │ │ ├── slurm-err-52.txt │ │ ├── slurm-err-53.txt │ │ ├── slurm-err-54.txt │ │ ├── slurm-err-55.txt │ │ ├── slurm-err-56.txt │ │ ├── slurm-err-57.txt │ │ ├── slurm-err-58.txt │ │ ├── slurm-err-59.txt │ │ ├── slurm-err-6.txt │ │ ├── slurm-err-7.txt │ │ ├── slurm-err-8.txt │ │ ├── slurm-err-9.txt │ │ ├── slurm-out-0.txt │ │ ├── slurm-out-1.txt │ │ ├── slurm-out-10.txt │ │ ├── slurm-out-11.txt │ │ ├── slurm-out-12.txt │ │ ├── slurm-out-13.txt │ │ ├── slurm-out-14.txt │ │ ├── slurm-out-15.txt │ │ ├── slurm-out-16.txt │ │ ├── slurm-out-17.txt │ │ ├── slurm-out-18.txt │ │ ├── slurm-out-19.txt │ │ ├── slurm-out-2.txt │ │ ├── slurm-out-20.txt │ │ ├── slurm-out-21.txt │ │ ├── slurm-out-22.txt │ │ ├── slurm-out-23.txt │ │ ├── slurm-out-24.txt │ │ ├── slurm-out-25.txt │ │ ├── slurm-out-26.txt │ │ ├── slurm-out-27.txt │ │ ├── slurm-out-28.txt │ │ ├── slurm-out-29.txt │ │ ├── slurm-out-3.txt │ │ ├── slurm-out-30.txt │ │ ├── slurm-out-31.txt │ │ ├── slurm-out-32.txt │ │ ├── slurm-out-33.txt │ │ ├── slurm-out-34.txt │ │ ├── slurm-out-35.txt │ │ ├── slurm-out-36.txt │ │ ├── slurm-out-37.txt │ │ ├── slurm-out-38.txt │ │ ├── slurm-out-39.txt │ │ ├── slurm-out-4.txt │ │ ├── slurm-out-40.txt │ │ ├── slurm-out-41.txt │ │ ├── slurm-out-42.txt │ │ ├── slurm-out-43.txt │ │ ├── slurm-out-44.txt │ │ ├── slurm-out-45.txt │ │ ├── slurm-out-46.txt │ │ ├── slurm-out-47.txt │ │ ├── slurm-out-48.txt │ │ ├── slurm-out-49.txt │ │ ├── slurm-out-5.txt │ │ ├── slurm-out-50.txt │ │ ├── slurm-out-51.txt │ │ ├── slurm-out-52.txt │ │ ├── slurm-out-53.txt │ │ ├── slurm-out-54.txt │ │ ├── slurm-out-55.txt │ │ ├── slurm-out-56.txt │ │ ├── slurm-out-57.txt │ │ ├── slurm-out-58.txt │ │ ├── slurm-out-59.txt │ │ ├── slurm-out-6.txt │ │ ├── slurm-out-7.txt │ │ ├── slurm-out-8.txt │ │ ├── slurm-out-9.txt │ │ ├── time_ratio.eps │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.0001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.01-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps0.1-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q1-eps1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q1-eps1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q1-eps1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q1-eps1-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q1-eps1-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.0001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.01-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps0.1-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q10-eps1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q10-eps1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q10-eps1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q10-eps1-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q10-eps1-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.0001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.001-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.01-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-krbf-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps0.1-krbf-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmatern-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmatern-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmatern-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmatern-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmatern-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmix-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmix-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmix-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmix-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kmix-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kperiodic-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kperiodic-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kperiodic-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kperiodic-run3.txt │ │ ├── times-n5000-d10-r3-q5-eps1-kperiodic-run4.txt │ │ ├── times-n5000-d10-r3-q5-eps1-krbf-run0.txt │ │ ├── times-n5000-d10-r3-q5-eps1-krbf-run1.txt │ │ ├── times-n5000-d10-r3-q5-eps1-krbf-run2.txt │ │ ├── times-n5000-d10-r3-q5-eps1-krbf-run3.txt │ │ └── times-n5000-d10-r3-q5-eps1-krbf-run4.txt │ ├── run.sh │ └── slurm-job.sh ├── pictures │ ├── fxmetrics.py │ ├── out │ │ ├── fx2007graph.pdf │ │ ├── iterations.pdf │ │ ├── running_cutoff.pdf │ │ ├── stdout.txt │ │ └── weather.pdf │ ├── pics.py │ └── run.sh ├── representation-cmp │ ├── out │ │ ├── inv-run-1.txt │ │ ├── inv-run-2.txt │ │ ├── inv-run-3.txt │ │ ├── inv-run-4.txt │ │ ├── inv-run-5.txt │ │ ├── results.tex │ │ ├── results.txt │ │ ├── slurm-err-1.txt │ │ ├── slurm-err-2.txt │ │ ├── slurm-err-3.txt │ │ ├── slurm-err-4.txt │ │ ├── slurm-err-5.txt │ │ ├── slurm-out-1.txt │ │ ├── slurm-out-2.txt │ │ ├── slurm-out-3.txt │ │ ├── slurm-out-4.txt │ │ └── slurm-out-5.txt │ ├── run.sh │ └── slurm-job.sh ├── synth │ ├── out │ │ ├── cogp_nlpds.pkl │ │ ├── cogp_smses.pkl │ │ ├── cogp_stats-500-1000.pkl │ │ ├── cogp_times.pkl │ │ ├── learning-curves-log.pdf │ │ ├── learning-curves.pdf │ │ ├── llgp_nlpds.pkl │ │ ├── llgp_smses.pkl │ │ ├── llgp_stats.pkl │ │ ├── llgp_times.pkl │ │ ├── old-cogp-learnz-runs │ │ │ ├── cogp-trace-M1000-nb1000-it2500 │ │ │ ├── cogp-trace-M1500-nb1500-it2500 │ │ │ ├── cogp-trace-M2000-nb1000-it2500 │ │ │ ├── cogp-trace-M500-nb1000-it100 │ │ │ ├── cogp-trace-M500-nb1000-it2500 │ │ │ ├── cogp-trace-M500-nb1000-it7500 │ │ │ ├── cogp_stats-500-1000.pkl │ │ │ ├── cogp_stats-5000-1000.pkl │ │ │ └── tst.txt │ │ ├── results_synth.tex │ │ └── stdout-synth.txt │ ├── run.sh │ └── synth.py └── weather-out │ ├── m_time_nlpd.eps │ ├── results_weather.tex │ └── stdout-weather.txt ├── data ├── fx │ ├── 2007-2009.csv │ ├── 2010-2013.csv │ ├── 2014-2017.csv │ ├── README.md │ └── fx2007_matlab.csv ├── noaa │ ├── 2006_daily.tar.gz │ ├── README.md │ ├── clean.py │ ├── noaa.csv │ ├── stations.pdf │ └── wbanmasterlist.psv.zip ├── synth │ ├── README.md │ ├── mkdata.py │ ├── xss.csv │ ├── xss.npy │ ├── yss.csv │ └── yss.npy └── weather │ ├── README.md │ ├── brax.csv │ ├── bray.csv │ ├── camx.csv │ ├── camy.csv │ ├── chix.csv │ ├── chiy.csv │ ├── sotx.csv │ └── soty.csv ├── doc ├── _templates │ └── breadcrumbs.html ├── clean_doc_rebuild.sh ├── conf.py ├── index.rst └── static │ └── .gitkeep ├── docbuild.sh ├── examples ├── example.ipynb ├── fx2007.ipynb ├── opt.png └── unopt.png ├── paper ├── .gitignore ├── aistats2018.sty ├── algorithm.sty ├── algorithmic.sty ├── copyresults.sh ├── defs.tex ├── fancyhdr.sty ├── fx2007graph.pdf ├── iterations.eps ├── iterations.pdf ├── natbib.sty ├── paper.bib ├── paper.pdf ├── paper.tex ├── poster.pdf ├── relalpha_l1.eps ├── relalpha_l2.pdf ├── relgrad_l1.eps ├── relgrad_l2.pdf ├── representation.tex ├── results_fx2007.tex ├── results_synth.tex ├── results_weather.tex ├── running_cutoff.eps ├── running_cutoff.pdf ├── supplement.bib ├── supplement.pdf ├── supplement.tex ├── time_ratio.pdf └── weather.pdf ├── runlmc ├── __init__.py ├── approx │ ├── __init__.py │ ├── interpolation.py │ ├── iterative.py │ ├── ski.py │ └── test_interpolation.py ├── kern │ ├── __init__.py │ ├── identity.py │ ├── matern32.py │ ├── rbf.py │ ├── scaled.py │ ├── stationary_kern.py │ ├── std_periodic.py │ ├── test_identity.py │ ├── test_matern32.py │ ├── test_rbf.py │ ├── test_stationary_kern.py │ └── test_std_periodic.py ├── linalg │ ├── __init__.py │ ├── block_diag.py │ ├── block_matrix.py │ ├── bttb.py │ ├── composition.py │ ├── diag.py │ ├── identity.py │ ├── kronecker.py │ ├── matrix.py │ ├── numpy_matrix.py │ ├── shur.py │ ├── sum_matrix.py │ ├── test_block_diag.py │ ├── test_block_matrix.py │ ├── test_bttb.py │ ├── test_diag.py │ ├── test_kronecker.py │ ├── test_matrix.py │ ├── test_matrix_base.py │ ├── test_numpy_matrix.py │ ├── test_sum_matrix.py │ ├── test_toeplitz.py │ └── toeplitz.py ├── lmc │ ├── __init__.py │ ├── derivative.py │ ├── exact_deriv.py │ ├── functional_kernel.py │ ├── grid_kernel.py │ ├── likelihood.py │ ├── metrics.py │ └── stochastic_deriv.py ├── mean │ ├── __init__.py │ ├── constant.py │ ├── mean_function.py │ ├── test_constant.py │ ├── test_mean_function.py │ ├── test_zero.py │ └── zero.py ├── models │ ├── __init__.py │ ├── gpy_lmc.py │ 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-------------------------------------------------------------------------------- 1 | 100.5840 2 | 3.2913 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 118.8616 2 | 4.6695 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 97.8433 2 | 2.8489 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 122.2191 2 | 3.7364 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kmix-run4.txt: -------------------------------------------------------------------------------- 1 | 118.6723 2 | 3.3610 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kperiodic-run0.txt: -------------------------------------------------------------------------------- 1 | 100.2669 2 | 4.5204 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kperiodic-run1.txt: -------------------------------------------------------------------------------- 1 | 119.8846 2 | 8.8520 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kperiodic-run2.txt: -------------------------------------------------------------------------------- 1 | 108.0197 2 | 4.6576 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 126.1972 2 | 5.2036 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 125.6883 2 | 5.1160 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 100.8414 2 | 3.5477 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 106.7980 2 | 5.5047 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 95.9545 2 | 3.4430 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-krbf-run3.txt: -------------------------------------------------------------------------------- 1 | 113.3515 2 | 3.8795 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.01-krbf-run4.txt: -------------------------------------------------------------------------------- 1 | 109.2630 2 | 3.6170 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 109.6719 2 | 4.4677 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 129.8466 2 | 4.4692 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 105.8660 2 | 3.8649 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 118.2633 2 | 3.7999 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 138.5755 2 | 4.8499 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 100.8648 2 | 2.6243 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 131.2729 2 | 2.9007 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 111.4614 2 | 2.5557 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 126.3211 2 | 3.9987 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kmix-run4.txt: -------------------------------------------------------------------------------- 1 | 131.8199 2 | 3.0536 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kperiodic-run0.txt: -------------------------------------------------------------------------------- 1 | 105.0709 2 | 3.9666 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kperiodic-run1.txt: -------------------------------------------------------------------------------- 1 | 113.7212 2 | 6.2787 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kperiodic-run2.txt: -------------------------------------------------------------------------------- 1 | 109.3543 2 | 3.6880 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 123.0606 2 | 5.6164 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 119.6139 2 | 3.4582 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 96.1826 2 | 2.9256 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 107.5846 2 | 3.6729 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 106.6557 2 | 2.8153 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-krbf-run3.txt: -------------------------------------------------------------------------------- 1 | 117.7473 2 | 3.0114 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps0.1-krbf-run4.txt: -------------------------------------------------------------------------------- 1 | 127.5062 2 | 2.9652 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 98.3097 2 | 3.0302 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 117.5776 2 | 3.8323 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 107.9266 2 | 2.5339 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 109.6664 2 | 3.7967 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 126.8512 2 | 2.9805 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 105.3348 2 | 3.0490 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 109.9319 2 | 2.9299 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 109.2925 2 | 2.7427 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 117.0627 2 | 3.1404 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kmix-run4.txt: -------------------------------------------------------------------------------- 1 | 121.7751 2 | 2.3918 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kperiodic-run0.txt: -------------------------------------------------------------------------------- 1 | 116.9663 2 | 2.6321 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kperiodic-run1.txt: -------------------------------------------------------------------------------- 1 | 116.8083 2 | 3.2653 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kperiodic-run2.txt: -------------------------------------------------------------------------------- 1 | 116.9765 2 | 2.9564 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 129.9012 2 | 3.9364 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 121.3708 2 | 2.9457 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 99.5255 2 | 3.2261 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 140.5839 2 | 2.8647 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 112.2582 2 | 2.2296 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q1-eps1-krbf-run4.txt: -------------------------------------------------------------------------------- 1 | 136.0120 2 | 3.7551 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 478.4194 2 | 110.9196 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 412.7692 2 | 61.4175 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 412.9077 2 | 60.5137 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 387.7351 2 | 56.5817 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 370.3395 2 | 46.4487 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 486.3211 2 | 110.5287 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 408.5503 2 | 60.0242 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 413.1372 2 | 63.1438 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 378.7024 2 | 54.2889 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kmix-run4.txt: -------------------------------------------------------------------------------- 1 | 371.8986 2 | 45.8006 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kperiodic-run0.txt: -------------------------------------------------------------------------------- 1 | 545.6031 2 | 50.8581 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kperiodic-run1.txt: -------------------------------------------------------------------------------- 1 | 471.8044 2 | 40.5533 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kperiodic-run2.txt: -------------------------------------------------------------------------------- 1 | 458.2820 2 | 40.2486 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 421.5232 2 | 31.2189 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 384.7169 2 | 29.1933 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.0001-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 458.7624 2 | 99.6647 3 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 484.1314 2 | 102.3364 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 404.9639 2 | 59.7535 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 407.8157 2 | 63.3869 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 379.2820 2 | 52.7199 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 373.0622 2 | 43.4090 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 488.3994 2 | 86.1101 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 421.2268 2 | 49.7565 3 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kperiodic-run1.txt: -------------------------------------------------------------------------------- 1 | 467.7157 2 | 28.4264 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kperiodic-run2.txt: -------------------------------------------------------------------------------- 1 | 464.0088 2 | 38.9637 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 445.2288 2 | 29.0557 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 393.3478 2 | 23.4241 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 568.5145 2 | 39.4938 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 428.7780 2 | 20.8559 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.001-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 434.2863 2 | 25.1564 3 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 405.2374 2 | 52.4101 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 383.9456 2 | 43.2928 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 393.1394 2 | 28.0497 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 526.4327 2 | 56.6507 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 417.3098 2 | 47.3137 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 419.2565 2 | 50.7338 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 381.7104 2 | 41.7771 3 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kperiodic-run3.txt: -------------------------------------------------------------------------------- 1 | 412.9401 2 | 29.0310 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-kperiodic-run4.txt: -------------------------------------------------------------------------------- 1 | 397.9743 2 | 16.3881 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 618.0512 2 | 17.2407 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 431.3508 2 | 17.2791 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 428.9337 2 | 15.4642 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-krbf-run3.txt: -------------------------------------------------------------------------------- 1 | 406.8951 2 | 16.0354 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.01-krbf-run4.txt: -------------------------------------------------------------------------------- 1 | 387.8284 2 | 9.7744 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 695.6675 2 | 39.7411 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 700.0475 2 | 52.3294 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmatern-run2.txt: -------------------------------------------------------------------------------- 1 | 442.4523 2 | 30.6658 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmatern-run3.txt: -------------------------------------------------------------------------------- 1 | 436.2888 2 | 23.2731 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmatern-run4.txt: -------------------------------------------------------------------------------- 1 | 411.5324 2 | 18.1893 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmix-run0.txt: -------------------------------------------------------------------------------- 1 | 724.5477 2 | 34.0229 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmix-run1.txt: -------------------------------------------------------------------------------- 1 | 695.3007 2 | 49.3583 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmix-run2.txt: -------------------------------------------------------------------------------- 1 | 444.8352 2 | 28.5928 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmix-run3.txt: -------------------------------------------------------------------------------- 1 | 443.5086 2 | 27.0410 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kmix-run4.txt: -------------------------------------------------------------------------------- 1 | 428.2758 2 | 14.5500 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-kperiodic-run0.txt: -------------------------------------------------------------------------------- 1 | 774.6088 2 | 22.9137 3 | -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-krbf-run0.txt: -------------------------------------------------------------------------------- 1 | 722.2194 2 | 20.5762 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-krbf-run1.txt: -------------------------------------------------------------------------------- 1 | 714.9595 2 | 21.4547 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-krbf-run2.txt: -------------------------------------------------------------------------------- 1 | 434.3635 2 | 12.6756 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-krbf-run3.txt: -------------------------------------------------------------------------------- 1 | 422.7061 2 | 10.5427 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps0.1-krbf-run4.txt: -------------------------------------------------------------------------------- 1 | 413.0139 2 | 9.8988 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps1-kmatern-run0.txt: -------------------------------------------------------------------------------- 1 | 732.6928 2 | 24.6730 3 | -------------------------------------------------------------------------------- /benchmarks/grad-grid/out/times-n5000-d10-r3-q10-eps1-kmatern-run1.txt: -------------------------------------------------------------------------------- 1 | 742.5184 2 | 24.6478 3 | -------------------------------------------------------------------------------- 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