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from __future__ import absolute_import
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import sys, os
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sys.path.insert(
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0, os.path.dirname(os.path.abspath(__file__)) + '/..'
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)
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from eval_lib.cython_eval import eval_market1501_wrap
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from eval_metrics import eval_market1501
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import numpy as np
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import time
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num_q = 300
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num_g = 1500
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distmat = np.random.rand(num_q, num_g) * 20
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q_pids = np.random.randint(0, num_q, size=num_q)
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g_pids = np.random.randint(0, num_g, size=num_g)
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q_camids = np.random.randint(0, 5, size=num_q)
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g_camids = np.random.randint(0, 5, size=num_g)
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tic = time.time()
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mAP, cmc = eval_market1501_wrap(distmat,
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q_pids,
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g_pids,
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q_camids,
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g_camids, 10)
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toc = time.time()
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print('consume time {} \n mAP is {} \n cmc is {}'.format(toc - tic, mAP, cmc))
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tic = time.time()
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cmc, mAP = eval_market1501(distmat,
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q_pids,
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g_pids,
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q_camids,
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g_camids, 10)
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toc = time.time()
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print('consume time {} \n mAP is {} \n cmc is {}'.format(toc - tic, mAP, cmc))
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