{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T13:23:39Z","timestamp":1773840219185,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":78,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T00:00:00Z","timestamp":1701302400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2022M720768"],"award-info":[{"award-number":["2022M720768"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021ZD0112903"],"award-info":[{"award-number":["2021ZD0112903"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,30]]},"DOI":"10.1145\/3611643.3616325","type":"proceedings-article","created":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T23:14:38Z","timestamp":1701386078000},"page":"450-462","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["Demystifying Dependency Bugs in Deep Learning Stack"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-1513-8254","authenticated-orcid":false,"given":"Kaifeng","family":"Huang","sequence":"first","affiliation":[{"name":"Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7238-7492","authenticated-orcid":false,"given":"Bihuan","family":"Chen","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2169-7032","authenticated-orcid":false,"given":"Susheng","family":"Wu","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-4118-7376","authenticated-orcid":false,"given":"Junming","family":"Cao","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8621-2420","authenticated-orcid":false,"given":"Lei","family":"Ma","sequence":"additional","affiliation":[{"name":"University of Tokyo, Tokyo, Japan \/ University of Alberta, Alberta, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3376-2581","authenticated-orcid":false,"given":"Xin","family":"Peng","sequence":"additional","affiliation":[{"name":"Fudan University, Shanghai, China"}]}],"member":"320","published-online":{"date-parts":[[2023,11,30]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"2022. Docker GPU. https:\/\/developer.nvidia.com\/blog\/nvidia-docker-gpu-server-application-deployment-made-easy\/"},{"key":"e_1_3_2_2_2_1","unstructured":"2022. Josh - A Practical Guide for Data Scientists Using GPUs with TensorFlow. http:\/\/www.pattersonconsultingtn.com\/blog\/datascience_guide_tensorflow_gpus.html"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3239235.3239524"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ESEM.2019.8870187"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP.2019.00042"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2012.6224274"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338939"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-017-9510-8"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2018.8330249"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549123"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2022.3191353"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.312"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409759"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00068"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510078"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380404"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2021.111031"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2019.00080"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME46990.2020.00116"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-020-09819-6"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2694344.2694347"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00047"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409689"},{"key":"e_1_3_2_2_24_1","unstructured":"Huawei. 2020. Overview of the Ascend AI Software Stack. https:\/\/support.huaweicloud.com\/intl\/en-us\/accessg-atlas200dkappc32\/atlaspd_19_0001.html#atlaspd_19_0001__fig10978124614814"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380395"},{"key":"e_1_3_2_2_26_1","unstructured":"Intel. 2020. Deep Learning Reference Stack. https:\/\/intel.github.io\/stacks\/dlrs\/index.html"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2022.107004"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380378"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3106247"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","unstructured":"S\u00e9bastien Jean KyungHyun Cho Roland Memisevic and Yoshua Bengio. 2015. On Using Very Large Target Vocabulary for Neural Machine Translation. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing. 1\u201310. https:\/\/doi.org\/10.3115\/v1\/p15-1001 10.3115\/v1\/p15-1001","DOI":"10.3115\/v1"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00021"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.4230\/LIPIcs.ECOOP.2020.15"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678891"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377815.3381377"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-020-09917-5"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409760"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313639"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2018.8330201"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3487043"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460319.3464797"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME52107.2021.00036"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-021-00313-x"},{"key":"e_1_3_2_2_43_1","volume-title":"Predicting the future\u2014big data, machine learning, and clinical medicine. The New England journal of medicine, 375, 13","author":"Obermeyer Ziad","year":"2016","unstructured":"Ziad Obermeyer and Ezekiel J Emanuel. 2016. Predicting the future\u2014big data, machine learning, and clinical medicine. The New England journal of medicine, 375, 13 (2016), 1216."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180184"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3324884.3416545"},{"key":"e_1_3_2_2_46_1","volume-title":"Proceedings of the 28th International Conference on Neural Information Processing Systems. 2503\u20132511","author":"Sculley D.","year":"2015","unstructured":"D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young, Jean-Francois Crespo, and Dan Dennison. 2015. Hidden Technical Debt in Machine Learning Systems. In Proceedings of the 28th International Conference on Neural Information Processing Systems. 2503\u20132511."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/32.799955"},{"key":"e_1_3_2_2_48_1","unstructured":"StackOverflow. 2022. AVX. https:\/\/stackoverflow.com\/questions\/51599488\/"},{"key":"e_1_3_2_2_49_1","unstructured":"StackOverflow. 2022. Conflict GPU. https:\/\/stackoverflow.com\/questions\/42473052"},{"key":"e_1_3_2_2_50_1","unstructured":"StackOverflow. 2022. CuDNN Not Installed. https:\/\/stackoverflow.com\/questions\/43721690\/"},{"key":"e_1_3_2_2_51_1","unstructured":"StackOverflow. 2022. Disable Secure Boot. https:\/\/stackoverflow.com\/questions\/67045622\/"},{"key":"e_1_3_2_2_52_1","unstructured":"StackOverflow. 2022. GPU Device is not Found. https:\/\/stackoverflow.com\/questions\/44269047\/"},{"key":"e_1_3_2_2_53_1","unstructured":"StackOverflow. 2022. Keras and tf.keras. https:\/\/stackoverflow.com\/questions\/56851895\/"},{"key":"e_1_3_2_2_54_1","unstructured":"StackOverflow. 2022. MacOS SIP. https:\/\/stackoverflow.com\/questions\/44354694\/"},{"key":"e_1_3_2_2_55_1","unstructured":"StackOverflow. 2022. Prebuilt Won\u2019t Work. https:\/\/stackoverflow.com\/questions\/58610020\/"},{"key":"e_1_3_2_2_56_1","unstructured":"StackOverflow. 2022. Switch OS for Distributed TensorFlow. https:\/\/stackoverflow.com\/questions\/52041077\/"},{"key":"e_1_3_2_2_57_1","unstructured":"StackOverflow. 2022. Tensorflow Bug. https:\/\/stackoverflow.com\/questions\/48713335\/"},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510199"},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00033"},{"key":"e_1_3_2_2_60_1","unstructured":"TensorFlow. 2022. Install TensorFlow. https:\/\/www.tensorflow.org\/install\/gpu"},{"key":"e_1_3_2_2_61_1","volume-title":"ShapeFlow: Dynamic Shape Interpreter for TensorFlow. CoRR, abs\/2011.13452","author":"Verma Sahil","year":"2020","unstructured":"Sahil Verma and Zhendong Su. 2020. ShapeFlow: Dynamic Shape Interpreter for TensorFlow. CoRR, abs\/2011.13452 (2020)."},{"key":"e_1_3_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00024"},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00022"},{"key":"e_1_3_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380426"},{"key":"e_1_3_2_2_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3236024.3236056"},{"key":"e_1_3_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00068"},{"key":"e_1_3_2_2_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3057767"},{"key":"e_1_3_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00034"},{"key":"e_1_3_2_2_69_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE52982.2021.00014"},{"key":"e_1_3_2_2_70_1","doi-asserted-by":"publisher","DOI":"10.1145\/3551349.3556930"},{"key":"e_1_3_2_2_71_1","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468612"},{"key":"e_1_3_2_2_72_1","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510127"},{"key":"e_1_3_2_2_73_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377811.3380362"},{"key":"e_1_3_2_2_74_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2019.00020"},{"key":"e_1_3_2_2_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00043"},{"key":"e_1_3_2_2_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/3213846.3213866"},{"key":"e_1_3_2_2_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409720"},{"key":"e_1_3_2_2_78_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00033"}],"event":{"name":"ESEC\/FSE '23: 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","location":"San Francisco CA USA","acronym":"ESEC\/FSE '23","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3611643.3616325","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3611643.3616325","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:11Z","timestamp":1750178171000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3611643.3616325"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,30]]},"references-count":78,"alternative-id":["10.1145\/3611643.3616325","10.1145\/3611643"],"URL":"https:\/\/doi.org\/10.1145\/3611643.3616325","relation":{},"subject":[],"published":{"date-parts":[[2023,11,30]]},"assertion":[{"value":"2023-11-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}