ReID模型執行失敗問題

[JasonWang0048]

您好，我們在執行reid模型於第59個epoch跑完時出現錯誤 以下是錯誤訊息： start epoch 59 iter 44080 iter 44100 iter 44120 iter 44140 iter 44160 iter 44180 iter 44200 iter 44220 iter 44240 iter 44260 iter 44280 iter 44300 iter 44320 iter 44340 iter 44360 iter 44380 iter 44400 iter 44420 iter 44440 iter 44460 iter 44480 iter 44500 iter 44520 iter 44540 iter 44560 iter 44580 iter 44600 iter 44620 iter 44640 iter 44660 iter 44680 iter 44700 iter 44720 iter 44740 iter 44760 iter 44780 iter 44800 make: Entering directory '/home/mlsp01/BME/AICUP_Baseline_BoT-SORT/fast_reid/fastreid/evaluation/rank_cylib' python3 setup.py build_ext --inplace Compiling rank_cy.pyx because it changed. Compiling roc_cy.pyx because it changed. [1/2] Cythonizing rank_cy.pyx /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /home/mlsp01/BME/AICUP_Baseline_BoT-SORT/fast_reid/fastreid/evaluation/rank_cylib/rank_cy.pyx tree = Parsing.p_module(s, pxd, full_module_name) [2/2] Cythonizing roc_cy.pyx /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /home/mlsp01/BME/AICUP_Baseline_BoT-SORT/fast_reid/fastreid/evaluation/rank_cylib/roc_cy.pyx tree = Parsing.p_module(s, pxd, full_module_name) performance hint: roc_cy.pyx:63:24: Index should be typed for more efficient access performance hint: roc_cy.pyx:64:25: Index should be typed for more efficient access performance hint: roc_cy.pyx:70:23: Index should be typed for more efficient access performance hint: roc_cy.pyx:71:49: Index should be typed for more efficient access performance hint: roc_cy.pyx:73:25: Index should be typed for more efficient access performance hint: roc_cy.pyx:74:49: Index should be typed for more efficient access In file included from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/ndarraytypes.h:1969:0, from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/ndarrayobject.h:12, from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/arrayobject.h:4, from rank_cy.c:1249: /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: #warning "Using deprecated NumPy API, disable it with " "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-Wcpp]

warning "Using deprecated NumPy API, disable it with " \

^ In file included from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/ndarraytypes.h:1969:0, from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/ndarrayobject.h:12, from /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/arrayobject.h:4, from roc_cy.c:1249: /home/mlsp01/anaconda3/envs/botsort1/lib/python3.7/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: #warning "Using deprecated NumPy API, disable it with " "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-Wcpp]

warning "Using deprecated NumPy API, disable it with " \

^ rm -rf build make: Leaving directory '/home/mlsp01/BME/AICUP_Baseline_BoT-SORT/fast_reid/fastreid/evaluation/rank_cylib' Exception during training: Traceback (most recent call last): File "./fast_reid/fastreid/engine/train_loop.py", line 151, in train self.after_epoch() File "./fast_reid/fastreid/engine/train_loop.py", line 185, in after_epoch h.after_epoch() File "./fast_reid/fastreid/engine/hooks.py", line 377, in after_epoch self._do_eval() File "./fast_reid/fastreid/engine/hooks.py", line 351, in _do_eval results = self._func() File "./fast_reid/fastreid/engine/defaults.py", line 305, in test_and_save_results self._last_eval_results = self.test(self.cfg, self.model) File "./fast_reid/fastreid/engine/defaults.py", line 441, in test results_i = inference_on_dataset(model, data_loader, evaluator, flip_test=cfg.TEST.FLIP.ENABLED) File "./fast_reid/fastreid/evaluation/evaluator.py", line 156, in inference_on_dataset results = evaluator.evaluate() File "./fast_reid/fastreid/evaluation/reid_evaluation.py", line 107, in evaluate cmc, all_AP, all_INP = evaluate_rank(dist, query_pids, gallery_pids, query_camids, gallery_camids) File "./fast_reid/fastreid/evaluation/rank.py", line 198, in evaluate_rank return evaluate_cy(distmat, q_pids, g_pids, q_camids, g_camids, max_rank, use_metric_cuhk03) File "rank_cy.pyx", line 20, in rank_cy.evaluate_cy File "rank_cy.pyx", line 28, in rank_cy.evaluate_cy File "rank_cy.pyx", line 240, in rank_cy.eval_market1501_cy AssertionError: Error: all query identities do not appear in gallery Traceback (most recent call last): File "fast_reid/tools/train_net.py", line 60, in args=(args,), File "./fast_reid/fastreid/engine/launch.py", line 71, in launch main_func(*args) File "fast_reid/tools/train_net.py", line 47, in main return trainer.train() File "./fast_reid/fastreid/engine/defaults.py", line 350, in train super().train(self.start_epoch, self.max_epoch, self.iters_per_epoch) File "./fast_reid/fastreid/engine/train_loop.py", line 151, in train self.after_epoch() File "./fast_reid/fastreid/engine/train_loop.py", line 185, in after_epoch h.after_epoch() File "./fast_reid/fastreid/engine/hooks.py", line 377, in after_epoch self._do_eval() File "./fast_reid/fastreid/engine/hooks.py", line 351, in _do_eval results = self._func() File "./fast_reid/fastreid/engine/defaults.py", line 305, in test_and_save_results self._last_eval_results = self.test(self.cfg, self.model) File "./fast_reid/fastreid/engine/defaults.py", line 441, in test results_i = inference_on_dataset(model, data_loader, evaluator, flip_test=cfg.TEST.FLIP.ENABLED) File "./fast_reid/fastreid/evaluation/evaluator.py", line 156, in inference_on_dataset results = evaluator.evaluate() File "./fast_reid/fastreid/evaluation/reid_evaluation.py", line 107, in evaluate cmc, all_AP, all_INP = evaluate_rank(dist, query_pids, gallery_pids, query_camids, gallery_camids) File "./fast_reid/fastreid/evaluation/rank.py", line 198, in evaluate_rank return evaluate_cy(distmat, q_pids, g_pids, q_camids, g_camids, max_rank, use_metric_cuhk03) File "rank_cy.pyx", line 20, in rank_cy.evaluate_cy File "rank_cy.pyx", line 28, in rank_cy.evaluate_cy File "rank_cy.pyx", line 240, in rank_cy.eval_market1501_cy AssertionError: Error: all query identities do not appear in gallery

我們不清楚這段訊息所提出的rank_cy.pyx檔案中,為何會出現Error: all query identities do not appear in gallery?

[ricky-696]

在Readme的Important部分已經詳細解釋此問題，請先把文檔全部看完。

簡單來說，你的模型已經訓練好了