2024 年该怎么成为 AI 工程师？该如何学习？

Debug messages:

Template: default

Session:

Session type: db

[tlu__Anwsion] Array ( [permission] => [client_info] => [human_valid] => )

Plugins:

Loaded Class:

core_config: /data/aiquanzi/system/core/config.php

core_db: /data/aiquanzi/system/core/db.php

Zend_Db: /data/aiquanzi/system/Zend/Db.php

Zend_Db_Adapter_Abstract: /data/aiquanzi/system/Zend/Db/Adapter/Abstract.php

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Zend_Db_Profiler: /data/aiquanzi/system/Zend/Db/Profiler.php

Zend_Db_Statement_Interface: /data/aiquanzi/system/Zend/Db/Statement/Interface.php

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Zend_Db_Statement_Mysqli: /data/aiquanzi/system/Zend/Db/Statement/Mysqli.php

Zend_Registry: /data/aiquanzi/system/Zend/Registry.php

Zend_Cache: /data/aiquanzi/system/Zend/Cache.php

Zend_Cache_Backend: /data/aiquanzi/system/Zend/Cache/Backend.php

Zend_Cache_Backend_Interface: /data/aiquanzi/system/Zend/Cache/Backend/Interface.php

Zend_Cache_Backend_ExtendedInterface: /data/aiquanzi/system/Zend/Cache/Backend/ExtendedInterface.php

Zend_Db_Table_Abstract: /data/aiquanzi/system/Zend/Db/Table/Abstract.php

core_plugins: /data/aiquanzi/system/core/plugins.php

setting_class: /data/aiquanzi/models/setting.php

Zend_Db_Select: /data/aiquanzi/system/Zend/Db/Select.php

Zend_Db_Expr: /data/aiquanzi/system/Zend/Db/Expr.php

Zend_Session_Abstract: /data/aiquanzi/system/Zend/Session/Abstract.php

Zend_Session: /data/aiquanzi/system/Zend/Session.php

Zend_Session_SaveHandler_Interface: /data/aiquanzi/system/Zend/Session/SaveHandler/Interface.php

Zend_Session_SaveHandler_DbTable: /data/aiquanzi/system/Zend/Session/SaveHandler/DbTable.php

Zend_Exception: /data/aiquanzi/system/Zend/Exception.php

Zend_Session_Exception: /data/aiquanzi/system/Zend/Session/Exception.php

Zend_Db_Table_Select: /data/aiquanzi/system/Zend/Db/Table/Select.php

Zend_Db_Table_Rowset_Abstract: /data/aiquanzi/system/Zend/Db/Table/Rowset/Abstract.php

Zend_Db_Table_Rowset: /data/aiquanzi/system/Zend/Db/Table/Rowset.php

Zend_Db_Table_Row_Abstract: /data/aiquanzi/system/Zend/Db/Table/Row/Abstract.php

Zend_Db_Table_Row: /data/aiquanzi/system/Zend/Db/Table/Row.php

Zend_Session_Namespace: /data/aiquanzi/system/Zend/Session/Namespace.php

core_cache: /data/aiquanzi/system/core/cache.php

core_uri: /data/aiquanzi/system/core/uri.php

banip_class: /data/aiquanzi/models/banip.php

Zend_Validate_Interface: /data/aiquanzi/system/Zend/Validate/Interface.php

Zend_Validate: /data/aiquanzi/system/Zend/Validate.php

Zend_Loader: /data/aiquanzi/system/Zend/Loader.php

Zend_Validate_Abstract: /data/aiquanzi/system/Zend/Validate/Abstract.php

core_user: /data/aiquanzi/system/core/user.php

admin_class: /data/aiquanzi/models/admin.php

TPL: /data/aiquanzi/system/class/cls_template.inc.php

Savant3: /data/aiquanzi/system/Savant3.php

account_class: /data/aiquanzi/models/account.php

HTTP: /data/aiquanzi/system/class/cls_http.inc.php

hook_class: /data/aiquanzi/models/hook.php

plugin_class: /data/aiquanzi/models/plugin.php

PLUTPL: /data/aiquanzi/system/class/cls_plugins.inc.php

question_class: /data/aiquanzi/models/question.php

publish_class: /data/aiquanzi/models/publish.php

Zend_Filter_Interface: /data/aiquanzi/system/Zend/Filter/Interface.php

Zend_Filter_Digits: /data/aiquanzi/system/Zend/Filter/Digits.php

FORMAT: /data/aiquanzi/system/class/cls_format.inc.php

system_class: /data/aiquanzi/models/system.php

answer_class: /data/aiquanzi/models/answer.php

topic_class: /data/aiquanzi/models/topic.php

Services_Phpanalysis_Phpanalysis: /data/aiquanzi/system/Services/Phpanalysis/Phpanalysis.php

search_fulltext_class: /data/aiquanzi/models/search/fulltext.php

related_class: /data/aiquanzi/models/related.php

sham_views_class: /data/aiquanzi/plugins/wc_sham_views/sham_views_model.php

posts_class: /data/aiquanzi/models/posts.php

core_lang: /data/aiquanzi/system/core/lang.php

Database

[ Log time: 1755196386.666 ] [ Expend time: 0.0052230358123779 ] Connect Master DB

[ Log time: 1755196387.1359 ] [ Expend time: 0.46567702293396 ] SELECT `wecenter_system_setting`.* FROM `wecenter_system_setting`

[ Log time: 1755196387.1438 ] [ Expend time: 0.0015339851379395 ] SELECT `wecenter_nav`.`url` FROM `wecenter_nav` WHERE (is_index=1 AND status='Y') LIMIT 1

[ Log time: 1755196387.1479 ] [ Expend time: 0.0013980865478516 ] SELECT `wecenter_ban_ip`.`id` FROM `wecenter_ban_ip` WHERE (ip='216.73.216.47') LIMIT 1

[ Log time: 1755196387.15 ] [ Expend time: 0.0014841556549072 ] SELECT `wecenter_nav`.* FROM `wecenter_nav` WHERE (status='Y') ORDER BY `sort` desc

[ Log time: 1755196387.1548 ] [ Expend time: 0.0015029907226562 ] SELECT `wecenter_hook_plugins`.`hook`, `wecenter_hook_plugins`.`plugins` FROM `wecenter_hook_plugins` WHERE (status = 1) ORDER BY `sort` DESC

[ Log time: 1755196387.1602 ] [ Expend time: 0.0042269229888916 ] SELECT `wecenter_plugins`.* FROM `wecenter_plugins` WHERE (state = 1)

[ Log time: 1755196387.1789 ] [ Expend time: 0.0013720989227295 ] SELECT `wecenter_question`.* FROM `wecenter_question` WHERE (question_id = 117) LIMIT 1

[ Log time: 1755196387.192 ] [ Expend time: 0.013033866882324 ] SELECT `wecenter_redirect`.* FROM `wecenter_redirect` WHERE (item_id = 117) LIMIT 1

[ Log time: 1755196387.1954 ] [ Expend time: 0.0015659332275391 ] SELECT `wecenter_attach`.* FROM `wecenter_attach` WHERE (item_type = 'question' AND item_id = 117) ORDER BY `is_image` DESC, `id` ASC

[ Log time: 1755196387.1985 ] [ Expend time: 0.0013308525085449 ] SELECT `wecenter_category`.* FROM `wecenter_category`

[ Log time: 1755196387.2 ] [ Expend time: 0.0014290809631348 ] SELECT `wecenter_users`.* FROM `wecenter_users` WHERE (is_del = 0 AND uid = 40) LIMIT 1

[ Log time: 1755196387.2015 ] [ Expend time: 0.0013070106506348 ] SELECT `wecenter_users_attrib`.* FROM `wecenter_users_attrib` WHERE (uid = 40) LIMIT 1

[ Log time: 1755196387.2028 ] [ Expend time: 0.001262903213501 ] SELECT `wecenter_question`.* FROM `wecenter_question` WHERE (question_id = 117) LIMIT 1

[ Log time: 1755196387.2064 ] [ Expend time: 0.0017518997192383 ] SELECT `wecenter_answer`.* FROM `wecenter_answer` WHERE (is_del = 0 and question_id = 117 AND (is_del = 0)) ORDER BY `agree_count` DESC, `against_count` ASC, `add_time` ASC LIMIT 100

[ Log time: 1755196387.2082 ] [ Expend time: 0.0017421245574951 ] SELECT `wecenter_answer`.* FROM `wecenter_answer` WHERE (is_del = 0 and question_id = 117 AND (is_del = 0 and answer_id = 0)) ORDER BY `answer_id` DESC LIMIT 1

[ Log time: 1755196387.2121 ] [ Expend time: 0.0014538764953613 ] SELECT `wecenter_topic_relation`.* FROM `wecenter_topic_relation` WHERE (item_id IN(117) AND `type` = 'question')

[ Log time: 1755196387.2138 ] [ Expend time: 0.0015921592712402 ] SELECT `wecenter_topic`.* FROM `wecenter_topic` WHERE (topic_id IN(12))

[ Log time: 1755196387.2175 ] [ Expend time: 0.0016441345214844 ] SELECT *, MATCH(question_content_fulltext) AGAINST('' IN BOOLEAN MODE) AS score FROM wecenter_question WHERE MATCH(question_content_fulltext) AGAINST('' IN BOOLEAN MODE) LIMIT 2000

[ Log time: 1755196387.2195 ] [ Expend time: 0.0014400482177734 ] SELECT `wecenter_related_links`.* FROM `wecenter_related_links` WHERE (item_type = 'question' AND item_id = 117)

[ Log time: 1755196387.2354 ] [ Expend time: 0.0013301372528076 ] SELECT `wecenter_users`.`avatar_file` FROM `wecenter_users` WHERE (uid=40) LIMIT 1

Cache

[ Log time: 1755196387.1415 ] Backend: File

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[ Log time: 1755196387.1416 ] [ Expend time: 0.000009 ] Get Cache: crond_timer_half_minute, result type: boolean

[ Log time: 1755196387.1416 ] [ Expend time: 0.000006 ] Get Cache: crond_timer_minute, result type: boolean

[ Log time: 1755196387.1416 ] [ Expend time: 0.000006 ] Get Cache: crond_timer_five_minutes, result type: boolean

[ Log time: 1755196387.1416 ] [ Expend time: 0.000006 ] Get Cache: crond_timer_ten_minutes, result type: boolean

[ Log time: 1755196387.1416 ] [ Expend time: 0.000043 ] Get Cache: crond_timer_day, result type: integer

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[ Log time: 1755196387.203 ] [ Expend time: 0.000044 ] Get Cache: update_views_question_4fc5d142b0268f76112b81cfb45391a3_117, result type: boolean

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Crond

[ Log time: 1755196387.1417 ] Tag: day, Last run time: 2025-08-14 07:53:08

Escape time: 0.58346700668335, 21 queries, PHP Memory usage: 6671.40625 KB, Server time: 2025-08-15 02:33:06