fastreid.evaluation.rank_cylib.test_cython Namespace Reference

Variables
str	setup
	pytime
	cytime
int	num_q = 30
int	num_g = 300
int	dim = 512
int	max_rank = 5
int	q_feats = np.random.rand(num_q, dim).astype(np.float32) * 20
int	g_feats = np.random.rand(num_g, dim).astype(np.float32) * 20
int	distmat = 1 - np.dot(q_feats, g_feats.transpose())
	q_pids = np.random.randint(0, num_q, size=num_q)
	g_pids = np.random.randint(0, num_g, size=num_g)
	q_camids = np.random.randint(0, 5, size=num_q)
	g_camids = np.random.randint(0, 5, size=num_g)
	cmc_py_d
	mAP_py_d
	mINP_py_d
	use_distmat
	True
	use_cython
	cmc_py
	mAP_py
	mINP_py
	False
	rtol
	atol
	cmc_cy_d
	mAP_cy_d
	mINP_cy_d
	cmc_cy
	mAP_cy
	mINP_cy
	scores_cy
	labels_cy
	scores_py
	labels_py

Variable Documentation

atol

fastreid.evaluation.rank_cylib.test_cython.atol

Definition at line 92 of file test_cython.py.

cmc_cy

fastreid.evaluation.rank_cylib.test_cython.cmc_cy

Definition at line 99 of file test_cython.py.

cmc_cy_d

fastreid.evaluation.rank_cylib.test_cython.cmc_cy_d

Definition at line 97 of file test_cython.py.

cmc_py

fastreid.evaluation.rank_cylib.test_cython.cmc_py

Definition at line 90 of file test_cython.py.

cmc_py_d

fastreid.evaluation.rank_cylib.test_cython.cmc_py_d

Definition at line 88 of file test_cython.py.

cytime

fastreid.evaluation.rank_cylib.test_cython.cytime

Initial value:

=  timeit.timeit(
    'evaluate_rank(distmat, q_feats, g_feats, q_pids, g_pids, q_camids, g_camids, max_rank, use_distmat=True, use_cython=True)',
    setup=setup,
    number=20
)

Definition at line 50 of file test_cython.py.

dim

int fastreid.evaluation.rank_cylib.test_cython.dim = 512

Definition at line 77 of file test_cython.py.

distmat

int fastreid.evaluation.rank_cylib.test_cython.distmat = 1 - np.dot(q_feats, g_feats.transpose())

Definition at line 83 of file test_cython.py.

False

fastreid.evaluation.rank_cylib.test_cython.False

Definition at line 91 of file test_cython.py.

g_camids

fastreid.evaluation.rank_cylib.test_cython.g_camids = np.random.randint(0, 5, size=num_g)

Definition at line 87 of file test_cython.py.

g_feats

int fastreid.evaluation.rank_cylib.test_cython.g_feats = np.random.rand(num_g, dim).astype(np.float32) * 20

Definition at line 81 of file test_cython.py.

g_pids

fastreid.evaluation.rank_cylib.test_cython.g_pids = np.random.randint(0, num_g, size=num_g)

Definition at line 85 of file test_cython.py.

labels_cy

fastreid.evaluation.rank_cylib.test_cython.labels_cy

Definition at line 111 of file test_cython.py.

labels_py

fastreid.evaluation.rank_cylib.test_cython.labels_py

Definition at line 112 of file test_cython.py.

mAP_cy

fastreid.evaluation.rank_cylib.test_cython.mAP_cy

Definition at line 99 of file test_cython.py.

mAP_cy_d

fastreid.evaluation.rank_cylib.test_cython.mAP_cy_d

Definition at line 97 of file test_cython.py.

mAP_py

fastreid.evaluation.rank_cylib.test_cython.mAP_py

Definition at line 90 of file test_cython.py.

mAP_py_d

fastreid.evaluation.rank_cylib.test_cython.mAP_py_d

Definition at line 88 of file test_cython.py.

max_rank

int fastreid.evaluation.rank_cylib.test_cython.max_rank = 5

Definition at line 78 of file test_cython.py.

mINP_cy

fastreid.evaluation.rank_cylib.test_cython.mINP_cy

Definition at line 99 of file test_cython.py.

mINP_cy_d

fastreid.evaluation.rank_cylib.test_cython.mINP_cy_d

Definition at line 97 of file test_cython.py.

mINP_py

fastreid.evaluation.rank_cylib.test_cython.mINP_py

Definition at line 90 of file test_cython.py.

mINP_py_d

fastreid.evaluation.rank_cylib.test_cython.mINP_py_d

Definition at line 88 of file test_cython.py.

num_g

int fastreid.evaluation.rank_cylib.test_cython.num_g = 300

Definition at line 76 of file test_cython.py.

num_q

int fastreid.evaluation.rank_cylib.test_cython.num_q = 30

Definition at line 75 of file test_cython.py.

pytime

fastreid.evaluation.rank_cylib.test_cython.pytime

Initial value:

=  timeit.timeit(
    'evaluate_rank(distmat, q_feats, g_feats, q_pids, g_pids, q_camids, g_camids, max_rank, use_distmat=True, use_cython=False)',
    setup=setup,
    number=20
)

Definition at line 45 of file test_cython.py.

q_camids

fastreid.evaluation.rank_cylib.test_cython.q_camids = np.random.randint(0, 5, size=num_q)

Definition at line 86 of file test_cython.py.

q_feats

int fastreid.evaluation.rank_cylib.test_cython.q_feats = np.random.rand(num_q, dim).astype(np.float32) * 20

Definition at line 79 of file test_cython.py.

q_pids

fastreid.evaluation.rank_cylib.test_cython.q_pids = np.random.randint(0, num_q, size=num_q)

Definition at line 84 of file test_cython.py.

rtol

fastreid.evaluation.rank_cylib.test_cython.rtol

Definition at line 92 of file test_cython.py.

scores_cy

fastreid.evaluation.rank_cylib.test_cython.scores_cy

Definition at line 111 of file test_cython.py.

scores_py

fastreid.evaluation.rank_cylib.test_cython.scores_py

Definition at line 112 of file test_cython.py.

setup

str fastreid.evaluation.rank_cylib.test_cython.setup

Initial value:

=  '''
import sys
import os.path as osp
import numpy as np
sys.path.insert(0, osp.dirname(osp.abspath(__file__)) + '/../../..')
from fastreid.evaluation import evaluate_rank
from fastreid.evaluation import evaluate_roc
num_q = 30
num_g = 300
dim = 512
max_rank = 5
q_feats = np.random.rand(num_q, dim).astype(np.float32) * 20
q_feats = q_feats / np.linalg.norm(q_feats, ord=2, axis=1, keepdims=True)
g_feats = np.random.rand(num_g, dim).astype(np.float32) * 20
g_feats = g_feats / np.linalg.norm(g_feats, ord=2, axis=1, keepdims=True)
distmat = 1 - np.dot(q_feats, g_feats.transpose())
q_pids = np.random.randint(0, num_q, size=num_q)
g_pids = np.random.randint(0, num_g, size=num_g)
q_camids = np.random.randint(0, 5, size=num_q)
g_camids = np.random.randint(0, 5, size=num_g)
'''

Definition at line 22 of file test_cython.py.

True

fastreid.evaluation.rank_cylib.test_cython.True

Definition at line 89 of file test_cython.py.

use_cython

fastreid.evaluation.rank_cylib.test_cython.use_cython

Definition at line 89 of file test_cython.py.

use_distmat

fastreid.evaluation.rank_cylib.test_cython.use_distmat

Definition at line 89 of file test_cython.py.