NVIDIA GeForce GTX 1080Ti

Configuration

Parameter Value
PCI-E Bus 3.0 x16

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

Parameter Value
# search points 10,000,000

Build tree, # search points = 10,000,000

Best max leaf size

Parameter Value
# query points 100,000
K 1
CUDA:

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

Parameter Value
# query points 1,000,000
K 1
CUDA:

NN search, # query points = 1,000,000, K = 1, CUDA

Detailed

Parameter Value
# search points 10,000
# query points 100,000
K 1
CUDA:

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

Parameter Value
# search points 100,000
# query points 100,000
K 1
CUDA:

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

Parameter Value
# search points 1,000,000
# query points 100,000
K 1
CUDA:

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

Parameter Value
# search points 10,000,000
# query points 100,000
K 1
CUDA:

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

Parameter Value
# search points 10,000
# query points 1,000,000
K 1
CUDA:

NN search, # search points = 10,000, # query points = 1,000,000, K = 1, CUDA

Parameter Value
# search points 100,000
# query points 1,000,000
K 1
CUDA:

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

Parameter Value
# search points 1,000,000
# query points 1,000,000
K 1
CUDA:

NN search, # search points = 1,000,000, # query points = 1,000,000, K = 1, CUDA

Parameter Value
# search points 10,000,000
# query points 1,000,000
K 1
CUDA:

NN search, # search points = 10,000,000, # query points = 1,000,000, K = 1, CUDA

Generation

Page (with plots)

PYTHONPATH=. python generate.py -s "NVIDIA GeForce GTX 1080Ti" -c ../../configs/desktop/1080ti.json -b ../../results/desktop/1080ti -o ../../docs/setups/desktop/1080ti

Plots

PYTHONPATH=. python plots/build_tree.py -b ../../results/desktop/1080ti/build_tree.csv
PYTHONPATH=. python plots/nn_search.py -b ../../results/desktop/1080ti/nn_search.csv --draw-line-plots