# Ngā Kaupapa Rorohiko GPU me AI Compute

Source: https://support.kapsulehost.com/mi-nz/cloud-servers-gpu

He Tūmau Kapua Whakaharatau GPU me AI

Ko te tūmau Kapua GPU a KapsuleHost he miihini tinana kotahi noa anake, kua whakaritea ki ngā pūkoro whakairoiro NVIDIA me te CPU, te hohenga, me te waipūnaiti tere e whakatupuranga ai, kua hangaia mō te whakaako AI, te whakatau, me ngā mahi pārekareka tonutanga kē atu.

Ka mau ki a koe te miihini katoa. Kaore te mahi a te atu kaiwhakamahi e tokorima ana i tō GPU, i tō bandwidth hohenga, i tō disk ranei, koia hoki te rereketanga i waenganui i te tūpato ka taea e koe te whakahou, me te tūpato kaore. Ko tēnei aratohu e whakatakoto ana i ngā kaupapa torutoru, te mea e pai ai, pēhea te mahi whakatunga i runga i te ahuatanga ko te kaupapa GPU e kore noa iho te rahi, me te utu whakarite.

## Ngā Kaupapa Torutoru

| Kaupapa | GPU | Hohenga GPU | Hohenga pūnaha | Ia marama | Whakarite (kotahi noa) |
|---|---|---|---|---|---|
| **Spark** | NVIDIA RTX 4000 | 20 GB | Kua whakaurua ki te hanganga | US$330.00 / NZ$590.00 / ⃃ 1,210.00 / AU$480.00 / CA$470.00 / CN¥2,245.00 / €290.00 / £250.00 / ¥53,420 / S$425.00 | Ā |
| **Forge** | NVIDIA RTX PRO 6000 | 96 GB | 256 GB | US$1,680.00 / NZ$2,980.00 / ⃃ 6,170.00 / AU$2,440.00 / CA$2,385.00 / CN¥11,430.00 / €1,470.00 / £1,270.00 / ¥271,980 / S$2,170.00 | Ā |
| **Foundry** | NVIDIA RTX PRO 6000 | 96 GB | 512 GB | US$2,520.00 / NZ$4,470.00 / ⃃ 9,255.00 / AU$3,660.00 / CA$3,580.00 / CN¥17,145.00 / €2,205.00 / £1,905.00 / ¥407,960 / S$3,260.00 | Ā |
| **Reactor** | NVIDIA RTX PRO 6000 | 96 GB | 768 GB | US$3,240.00 / NZ$5,740.00 / ⃃ 11,900.00 / AU$4,705.00 / CA$4,600.00 / CN¥22,045.00 / €2,840.00 / £2,445.00 / ¥524,530 / S$4,190.00 | Ā |

Kua whakaatuhia ngā utu kāore i te GST i rō moni tuku. Ka tae mai ia kaupapa kāore i te whakahaere, kāore rānei i te [whakahaere](https://support.kapsulehost.com/mi-nz/cloud-servers-managed-vs-unmanaged), ko te whiringa kotahi rite tonu ki ā mātou ngā tūmau kapua.

Ko te peke mai i Spark ki Forge te mea nui. Ko Spark he tūtaki mō te whanaketanga, ngā tauira iti, me te mahi whakatau. Ko Forge, Foundry me Reactor e tokorua ana i te 96 GB o te GPU hohenga, ā, ka rekereke ki te hohenga pūnaha, koia te mea e whakawhakatau ana i te nui ka whakatūngia e koe i te RAM ahumahi tahi anō tonu me te tauira: te whakatupuranga huamata, ngā rorohiko whakatapiri, me te whakaratonga mō ngā tono maha tahi tonu.

## He Aha Tō Ka Taea e Koe te Whakatakoto

Ka whakatā ki a koe te whakarite katoa o te miihini, koia ake koe e whakatakoto ana i tō pikinga. Ko tēnei, ko PyTorch, TensorFlow, JAX, ngā mahi CUDA kore, me ngā rorohiko whakaako me te whakatūnga e whakatakotoia anahe ki tera.

Ngā whakamahinga noa:

- **Te whakaako tauira me te whakaunu hou** mō te ako miihini me te ako hohonu.
- **Te whakatau me te whakaratonga** i te whakatupuranga, kei reira ko te GPU ka tāria te wā whiti kore e tūtuki kia whai wāhi koe.
- **Ngā mahi AI ā-huamata**: ngā tūhonohono, te whakarongo kupu, te whakatupuranga āhua me te ataata, te whakawhiti.
- **Pūtaiao me te tātai pārekareka** e whai painga ana i te tere GPU.

> **Tip:** Whakarite tuatahi ki te hohenga GPU. Ko te hē noa iho ko te whiringatanga o te kaupapa i runga i te utu, kātahi ka kite e kaore te tauira ki roto i te VRAM. Tuhia te hohenga e hiahiatia ana e tō tauira i tō whakatika e hiahiatia ana me te rahi huamata, tāpirihia te āhuatanga, kātahi ka whiringatia te kaupapa e mawhiti ai. Ko te hohenga pūnaha me te CPU he iti rawa te mahi whakakore i te tauira kaore e uta.

## Te Wātea me Pēhea te Mahi Whakatunga

Ko te rauemi GPU e hinahia nui ana puta noa i te ahumahi katoa, ā, te rahi kua iti. Koia te mea mō te pokapū, ehara i te kauwhata KapsuleHost, ā, e tohu ana i te mahi whakatunga.

- Ko ēnei he miihini tinana, koia e whakatupuranga ana ā-muri i te whakatunga kaore i te hotupū.
- Ko te wātea kia rekereke i ia kaupapa me te wāhi, ā, ka tirohia tonutanga i te wā e titiro ana koe ki te whārangi mahere.
- **Ko Spark i nā tēnei taimahatanga rahi.** Kāore he taonga, ka whakaatu te pānui ki a koe te rarangi whakarite kaore i te whakahaere putua.

Mō ngā whakahirahira nui ake, mō ngā whakahirahira kaore e ōrite, e whakatūturu atu ā mātou i te hanganga tino me te utu tino kia koe i mua i te whakatupuranga, koia e mōhio ai koe i te tino mea ka ritea. Kaore a mātou e whakatupuranga i te whakahirahira kaore e taea e ā mātou.

### Te Rarangi Whakarite

Kāore he taonga o te kaupapa GPU, e taea e koe te whakarite ā-whakaite kaore i te haere atu:

1. Whakaritea te kaupapa mai i te whārangi mahere. Ka riro i a koe he whakatupa whakarite.
2. **Kaore he utu.** Ko te whakarite he kore utu, kāore anō te tono kai e tiimata.
3. I te wā e hoki mai ai te nui, ka whakatupuranga ā mātou i te miihini mō a koe ā-ōtomāti.
4. Ko tō utu tuatahi ka riro noa i te wā e ora ai te tūmau, ā, ko tō rā tuku utu e tiimata atu i tērā rā.
5. Whakakore i te wā e aro ana koe, kaore he utu.

E whakaatu ana te [Ngā Rohe, te Wātea me te Rarangi Whakarite](https://support.kapsulehost.com/mi-nz/cloud-servers-regions-availability) i te whakahaere i roto i te katoa.

> **Warning:** Kāore e tūroa te whakarite GPU ki te wā tino tino. Ka hoki mai te nui i te wā e hoki mai ai, ā, e kite koe ake i tō ao i te mea kaore ā mātou e oati i te rā kaore e taea e ā mātou. Kei a koe he rā tuku tino, kōrerorero ki a ā mātou i mua i te whakatunga.

## Te Whakatunga i te Kotahi

1. Whakauru ki roto i [KPanel](https://kpanel.kapsulehost.com).
2. Tuwhera **Store** ki te taha maui me whiringa **GPU**, kāore rānei i te whakahaere tika ki `/plans/compute?group=gpu`.
3. Whakamahia te **Unmanaged** me te **Managed** whakawhiti ki te whiringa i te āhua e hiahiatia ana.
4. Ka whakaatu ia kaupapa i tā GPU, i tā VRAM, i tā hohenga pūnaha, i tā utu ia marama me tā utu whakarite kotahi noa, tahi anō tonu me te pūtaka taonga ora.

![Te rōpū GPU ki runga i te anau mahere tātai i roto i KPanel](https://support.kapsulehost.com/help/screenshots/cloud-servers-gpu.65000b19.webp)

## Te Utu Whakarite

Ko te tūmau Kapua GPU e kawe ana i te utu whakarite kotahi noa i te tīma whakatunga tāpiri ki te utu ia marama e hoki, nā te mea ko te miihini tinana e tika ai tē hangaia me te whakatupuranga mō a koe.

- Kawe kotahi noa, i te whakatupuranga. Kaore he ahuatanga tonutanga.
- Whakaatuhia hei rārangi ake i te tīma whakatunga, he tohu "Whakarite (kotahi noa)", me tō tīma hoki.
- E whakapiri ana ki te GST i te wā ko tō moni kaute ko NZD.

Tuhia [Ngā Utu Tūmau Kapua me te GST](https://support.kapsulehost.com/mi-nz/cloud-servers-pricing-gst) mō pēhea te ahuatanga kāore i te hoki, me te utu tonutanga ka puta ki ō ā koe tīke.

## Pēhea te Rekereke o ngā Tūmau GPU mai i ngā Ngā Tūmau Kapua

| | Ngā Tūmau Kapua | Ngā Tūmau GPU |
|---|---|---|
| Rauemi | Ngā miihini whakaari | Ngā miihini tinana kotahi noa anake me ngā pūkoro whakairoiro NVIDIA |
| Te whakatupuranga | Ā tata, tūturu ki te taonga | Ā-muri i te whakatunga, i te wā rānei puta i te rarangi whakarite |
| Utu whakarite | Kaore | Kotahi noa |
| Te whakahaere rahi ora ki roto i KPanel | Āe | Kao |
| Whakarite i runga i | vCPU, hohenga, disk | Te hohenga GPU tuatahi, kātahi ko te hohenga pūnaha |

> **Warning:** Kaore e taea te whakahaere rahi i ngā tūmau GPU i te wāhi. Ko te whakawhiti i waenganui i ngā kaupapa ko te whakatunga o te miihini hou me te whakatangohanga o tō mahi ki a ia. Whiringatia te kaupapa e rite ki ngā tauira e tumanakohia ana e koe ki te whakatakoto, kaore i te kotahi anake e whakatakoto ana koe i tēnei wiki.

## I Mua i te Whakatunga

Kia reri ngā āhuatanga nei, he mea nei e tohu ana i te kaupapa:

- **Te whakaako rānei te whakatau?** Ko te whakaako he nui te hohenga, he roa te whakatakoto. Ko te whakatau he tūkino te tere, he maha te tono tahi tonu.
- **He aha te tauira, i te whakatika aha?** E tohu ana i te pae hohenga GPU.
- **He nui te huamata, kei hea te noho?** Ko te whakawhakatupuranga o te huamata nui koia te mea e mahi ai te hohenga pūnaha me te disk.
- **He aha te rorohiko?** Koia e whakatūturu ai ā mātou i te kawenga me te tumanako CUDA i mua tonu.

Kōrerotia ā mātou i ēnei mea torutoru, ā, ka tohu ā mātou ki a koe i te kaupapa tika, kāore rānei ka whakarite i te whakahirahira mēnā kaore te rite i ngā torutoru paetae. Patai Kora ki roto i KPanel, kāore rānei i te īmēra [support@kapsulehost.com](mailto:support@kapsulehost.com), ā, ka awhina tō rōpū Aotearoa.

## Te Whakatika Uaua

**Ko te kaupapa e hiahiatia ana e whakaatu ana Out of stock.** Whakaritea. Kaore he utu i te wā e aro ana koe, ā, ka whakatupuranga ā-ōtomāti i te wā e hoki mai ai te nui.

**Kaore tō tauira e uru ki te VRAM.** Whakawhiti ki te kaupapa nui ake, kāore rānei whakaaroa te whakatika, kāore rānei te rahi huamata. Ko Forge, Foundry me Reactor katoa e kawe ana i te 96 GB o te GPU hohenga.

**Me nui ake i te GPU kotahi, kāore rānei i te whakahirahira kaore e whakatakotoia e ā koe.** Kōrerotia ā mātou i tō hiahia ā, ka whakatūturu ā mātou mō te mea taea e ā mātou me te utu i mua i te utu.

**Ka taea e au te whakamatau i mua i te whakaatua?** Kōrerotia ā mātou mō te tiimata ki Spark mō te mahi whanaketanga, me te whakawhiti ake i te wā e whakatūturu ai tō rorohiko.