- Amakhono e-Python ayaqhubeka nokukhula ngamalabhulali amasha afana ne-cuda.cccl enika amandla ikhompyutha ye-GPU ngePython.
- I-Florida Python Challenge igqamisa imizamo eqhubekayo yokulawula izinhlwathi zaseBurma ezihlaselayo e-Everglades.
- I-Python igcina ukuhola kwayo njengolimi oluguquguqukayo nolusekelwa kabanzi olusekelwa umphakathi onamandla kanye nezinhlelo zokusebenza zomhlaba wangempela.
I-Python ihlala iphambili kukho kokubili ubuchwepheshe kanye nengxoxo yomphakathi ebanzi, nezindaba zakamuva eziveza umthelela wazo ezindaweni ezisukela kukhompyutha esebenza kahle kakhulu kuye ekuphathweni kwemvelo esifundazweni saseFlorida. Intuthuko yakamuva ibonisa ukuthi i-Python ecosystem iqhubeka kanjani ikhula futhi ijwayelana nezimo, kubahleli bohlelo nakumongo wokongiwa kwezilwane zasendle.
Emkhakheni wezobuchwepheshe, iPython ithathe esinye isinyathelo esibalulekile emandleni wekhompyutha we-GPU sibonga ukwethulwa kwe cuda.cccl, umtapo wolwazi omusha sha oshada nezixhumanisi zePythonic ezinemitapo yolwazi ye-CUB ne-Thrust C++ ye-NVIDIA. Khonamanjalo, uhlobo oluhluke kakhulu “lwenselelo yePython” luyaqhubeka eFlorida, njengoba umncintiswano wombuso waminyaka yonke wokususa izinhlwathi ezihlaselayo zaseBurma e-Everglades ubuya, udonsa ukunaka komphakathi kukho kokubili ukuphathwa kwemvelo kanye nokuguquguquka okuphawulekayo kwenhlwathi—yize kulokhu, isilwane esihuquzelayo esikhundleni solimi lokuhlela.
I-Python Isheshisa Ukuthuthukiswa kwe-GPU nge-cuda.cccl
I-Cuda.cccl iletha amathuba amasha kubathuthukisi be-Python abasebenza ngezizinda ezisebenza kahle nezisheshiswe yi-GPU. Le labhulali iyanikezela Ukufinyelela kwe-Pythonic kuma-Core Compute Libraries ye-CUDA, I-CUB kanye ne-Trust. Ngokwesiko, ukuhlelwa kwe-GPU okuthuthukisiwe ku-Python kwakudinga ukwehlela ku-C++ noma ukubhala izinhlamvu eziyinkimbinkimbi ze-CUDA. Nge-cuda.ccl, onjiniyela manje bangaqamba ama-algorithms asebenzayo asebenzisa i-parallel computing yakha ngqo kuPython, ukuvala igebe phakathi kokusebenza kanye nokusebenziseka kalula.
The umtapo wezincwadi we-cuda.cccl wakhiwe ngezingxenye ezimbili eziyinhloko: parallel, ehlinzeka ama-algorithms ahlanganisekayo awo wonke amalungu afanayo noma ukulandelana kwedatha, Futhi ukubambisana, egxile ekubhaleni izikhwebu zangokwezifiso ezisheshayo usebenzisa amathuluzi afana numba.cuda. Lokhu kusetha kuvumela ukulawula okwengeziwe phezu kokwabiwa kwenkumbulo, ukunciphisa i-Python phezulu futhi kuvumela ukuhlanganisa kwe-kernel ecacile, okuwusizo ikakhulukazi emisebenzini eyinkimbinkimbi yokucubungula idatha.
Amabhentshimakhi okusebenza ayabonisa ukuthi usebenzisa cuda.ccl's parallel Imojula ingaholela ekusebenzeni ngokushesha kunezindlela ezijwayelekile ezinemitapo yolwazi efana ne-CuPy, ngokufaka ama-iterators asebenzayo kanye nokunciphisa ukwabiwa kwenkumbulo okungadingekile. Ngokuphawulekayo, i-cuda.cccl ayihlosile ukufaka esikhundleni sezinhlaka ezifana ne-PyTorch noma i-CuPy kodwa zigcwalise, enikeza amabhulokhi wokwakha avumelana nezimo kakhudlwana konjiniyela abadinga ukunweba noma ukwenza ngendlela oyifisayo ukugeleza komsebenzi wabo.
Inselele yaseBurmese Python yaseFlorida: Ukulondolozwa Ngokuncintisana
Ngaphandle kwemibuthano yokubhala amakhodi, i-“python” inencazelo ehluke kakhulu eFlorida, lapho iFlorida Python Challenge isanda kuqala khona. Uhlelwe yi-Florida Fish and Wildlife Conservation Commission (FWC) kanye neSouth Florida Water Management District, lo mcimbi umema ababambiqhaza ukuthi baqhudelane ngemiklomelo yemali ngokubamba ama-python amaningi aseBurma, uhlobo oluhlaselayo olube nomthelela omkhulu ezilwaneni zasendle zesifunda.
Ngomklomelo omkhulu we $10,000 ngenani eliphakeme lezinyoka ezibanjwe, inselele imayelana ngaphezu kokuncintisana nje; ihlose ukuqwashisa ngobungozi bemvelo obubangelwa yilezi zinyoka. Izinhlwathi zaseBurmese zingabalimi abakhiqizayo, abakwazi ukuzalela amaqanda angaphezu kwekhulu ngesikhathi, futhi baye baxhunyaniswa nokwehla okuphawulekayo kwenani lezilwane ezincelisayo nezinyoni. Kusukela yasungulwa, inselele iholele ekususweni kwezinhlwathi ezingaphezu kuka-23,000 e-Everglades nasezindaweni ezizungezile.
Umcimbi walo nyaka uhlanganisa izikhathi zokuqeqesha ezengeziwe ukusiza umphakathi nge ukuhlonza kanye namasu okubamba abantu. Nakuba kugxilwe ekubambeni iqhaza nezinombolo, izikhulu zigcizelela ukubaluleka kwemfundo wesinyathelo, okugqamisa ukuthi inhlwathi ngayinye esusiwe izuzisa i-ecosystem yaseFlorida eyingqayizivele.
Umthelela Obanzi We-Python: Ubuchwepheshe, Ucwaningo, kanye Nomphakathi
Ulimi lohlelo lwePython ngokwalo luyaqhubeka nokuba yithuluzi elithandwayo ocwaningweni lwesayensi, ubuhlakani bokwenziwa, ukuhlaziya idatha, kanye nemfundo. Iqhaza layo ekwenzeni ikhompuyutha esebenza kahle kakhulu igqanyiswe imitapo yolwazi efana ne-cuda.cccl, okwenza kube lula ngabacwaningi nonjiniyela ukusebenzisa amandla e-GPU endaweni yabo evamile yePython.
Kusayensi yezemvelo, izinhlaka zokuhlaziya idatha ezisekelwe kuPython zivame ukusetshenziswa ukutadisha izitayela zemvelo, izibonelo zabantu, kanye nokuthuthukisa amasu okususa ezinhlobo ezihlaselayo ezifana nenhlwathi yaseBurma. Lokhu kubonisa ukuthi kanjani I-Python ibhuloho izinkambu ezihlukahlukene-kusuka emisha yezobuchwepheshe kuya ezixazululweni ezisebenzayo zemvelo.
Ukuduma kwePython kuqiniswa umphakathi okhulayo nokhulayo, ukuhlinzeka ngemibhalo ebanzi, okokufundisa, izinkundla zabasebenzisi, nezinkundla zokusebenzisana. Le nethiwekhi yokwesekwa ayisheshisi ukufunda komuntu ngamunye kuphela kodwa iphinde iqhubekisele phambili inqubekelaphambili, kungaba ukuthuthukisa amalabhulali esofthiwe emisha noma ukubhekana nezinselelo zemvelo.
Njengoba amathuluzi afana ne-cuda.cccl eba ukwanda kakhulu nokuphathwa kwezinhlobo zezilwane okuhlaselayo kuqhubeka nokuba phambili, ukuzivumelanisa nezimo kwePython namandla omphakathi wayo womhlaba wonke kuqinisekisa isikhundla sayo njengesisekelo kuzo zombili izinkambu zezinhlelo nezesayensi.
