Intel Core i7 5820K

Configuration

Parameter Value
Frequency 4.3GHz
RAM 32GB DDR4-2666 (Quad Channel)

Benchmarks

Build tree

Parameter Value
# search points 100,000

Build tree, # search points = 100,000

Parameter Value
# search points 1,000,000

Build tree, # search points = 1,000,000

Best max leaf size

Parameter Value
# query points 100,000
K 1
Single-threaded:

NN search, # query points = 100,000, K = 1, single-threaded

Multithreaded:

NN search, # query points = 100,000, K = 1, multithreaded

Detailed

Parameter Value
# search points 10,000
# query points 100,000
K 1
Single-threaded:

NN search, # search points = 10,000, # query points = 100,000, K = 1, single-threaded

Multithreaded:

NN search, # search points = 10,000, # query points = 100,000, K = 1, multithreaded

Parameter Value
# search points 100,000
# query points 100,000
K 1
Single-threaded:

NN search, # search points = 100,000, # query points = 100,000, K = 1, single-threaded

Multithreaded:

NN search, # search points = 100,000, # query points = 100,000, K = 1, multithreaded

Parameter Value
# search points 1,000,000
# query points 100,000
K 1
Single-threaded:

NN search, # search points = 1,000,000, # query points = 100,000, K = 1, single-threaded

Multithreaded:

NN search, # search points = 1,000,000, # query points = 100,000, K = 1, multithreaded

Parameter Value
# search points 10,000,000
# query points 100,000
K 1
Single-threaded:

NN search, # search points = 10,000,000, # query points = 100,000, K = 1, single-threaded

Multithreaded:

NN search, # search points = 10,000,000, # query points = 100,000, K = 1, multithreaded

Generation

Page (with plots)

PYTHONPATH=. python generate.py -s "Intel Core i7 5820K" -c ../../configs/desktop/5820k.json -b ../../results/desktop/5820k -o ../../docs/setups/desktop/5820k

Plots

PYTHONPATH=. python plots/build_tree.py -b ../../results/desktop/5820k/build_tree.csv
PYTHONPATH=. python plots/nn_search.py -b ../../results/desktop/5820k/nn_search.csv --draw-line-plots