LLM630 Compute Kit

ZVOKUITA

Iyo LLM630 Compute Kit iAI hombe yemutauro modhi inference yekuvandudza chikuva chakagadzirirwa kumucheto komputa uye nehungwaru hwekudyidzana maapplication. Iyo kit's mainboard inoshongedzerwa neAixin AX630C SoC processor, inobatanidza yakakwira NPU ine 3.2 TOPs @ INT8 komputa simba, ichipa ane simba AI inference kugona kuita nemazvo kuonesa kwakaoma (CV) uye hombe yemutauro modhi (LLM) mabasa, kusangana nezvinodiwa zveakasiyana akangwara mamiriro ekushandisa. Iyo mainboard yakashongedzerwa zvakare neJL2101-N040C gigabit Ethernet chip uye ESP32-C6 isina waya yekutaurirana chip, inotsigira Wi-Fi 6@2.4G, inoshandiswa setiweki kadhi retiweki, ichipa yakakwirira-kumhanya kufambisa data uye kuwana Wi-Fi uye Ethernet bridging mashandiro. Kungave kuburikidza newaya yekubatanidza kune yakakura-chiyero chekuchinjana data kana kuburikidza newireless kutaurirana kwechaiyo-nguva yekudyidzana nemaseva ari kure kana mamwe maturusi akangwara, iyi chikuva inova nechokwadi chekudyidzana kwedata. Iyo mainboard zvakare inosanganisa iyo SMA antenna interface kuti iwedzere kusimudzira isina waya chiratidzo kugadzikana uye kutapurirana chinhambwe, kuve nechokwadi chekukurukurirana kwakagadzikana munzvimbo dzakaoma network. Iyo inoratidzira yakavakirwa-mukati 4GB LPDDR4 ndangariro (2GB yekushandisa mushandisi, 2GB yakatsaurirwa kune Hardware kukwidziridza) uye 32GB eMMC chengetedzo, inotsigira kurodha kwakafanana uye inference yemhando dzakawanda, kuve nechokwadi kuti inoshanda uye yakatsetseka kuita basa.
Iyo baseboard, inonyatso zadzisa iyo mainboard, inowedzera zvakanyanya mashandiro uye kushanda kweLLM630 Compute Kit. Iyo inosanganisa BMI270 matanhatu-axis sensor, ichipa chaiyo mafungiro ekuona uye mafambiro ekuona maitiro, akakodzera akasiyana siyana ane simba maapplication. Iyo yakavakirwa-mukati NS4150B Kirasi D amplifier uye maikorofoni uye masipika anopindirana anotsigira emhando yepamusoro yekuisa izwi uye odhiyo kubuda, kuwana yakazara-duplex yekutaurirana modhi, inosimudzira mushandisi ruzivo rwekudyidzana. Iyo baseboard zvakare ine mbiri mbiri Grove interfaces uye LCD / DSI uye CAM / CSI MIPI interfaces, kufambisa kuwedzeredzwa kwemaperipherals akadai sekuratidzira uye kamera modules. Pamusoro pezvo, iyo baseboard inosanganisa yekunze antenna interface uye gigabit Ethernet port, ichipa inochinjika network yekubatanidza uye yakakwidziridzwa isina waya kuita kwechishandiso. Uyezve, mabhatani emushandisi wemudziyo anogonesa mabasa akadai sesimba pa/kudzima uye modhi switching, kuvandudza mashandisiro echishandiso uye kupindirana. Iyo baseboard yekuchaja chip uye yakachengetwa bhatiri socket inotsigira tsika bhatiri masisitimu, kuve nechokwadi kuti chikuva chinogona kumhanya chakasimba kwenguva yakareba kunyangwe isina simba rekunze. Iyo yakabatanidzwa bhatiri yekuona chip inotarisisa mamiriro ebhatiri munguva chaiyo-nguva. Iyo MicroSD kadhi kadhi inotsigira kuwedzera kwekuchengetedza, pamwe nerutsigiro rweramangwana reAI modhi yekuvandudza mabasa. Dual USB Type-C inopindirana haingotsigire kufambiswa kwedata kwakanaka chete asiwo inopa kushanda kweOTG, ichiita kuti kubatana kwemudziyo kuve kuchinjika uye kuve nechokwadi chepamusoro-soro mukutsinhana kwedata uye kubatana kwechishandiso.
Iyo LLM630 Compute Kit inotsigira iyo StackFlow chimiro, ichibvumira vanogadzira kuti vashandise zviri nyore kupinza zvine hungwaru zvikumbiro nemitsara mishoma yekodhi, nekukurumidza kuvhura akasiyana mabasa eAI. Iyi puratifomu inotsigira akasiyana-siyana ekushandisa kweAI, kusanganisira kucherechedzwa kwekuona, kuzivikanwa kwekutaura, mameseji-kune-kutaura, uye kumuka kwezwi kucherechedzwa, uye inotsigira yakaparadzana invocation kana pombi otomatiki kuyerera, kufambisa budiriro. Chikuva chinotsigirawo mienzaniso yekuona seYolo11 DepthAnything, akawanda-modal mahombe mamodheru akaita seInternVL2.5-1B, mamodheru emitauro mikuru seQwen2.5-0.5/1.5B Llama3.2-1B, uye matauriro akaita seWhisper Melotts, anotsigira anopisa anogadziridza, uye acharamba achitsigira yakanyanya kumberi, yakakurumbira recopower emushonga mune remangwana recopowering emushonga mune ramangwana. inofambirana nebudiriro yetekinoroji uye mafambiro enharaunda. Iyo LLM630 Compute Kit inokodzera minda yakaita seyekuchengetedza kuchengetedza, kutengesa kwakangwara, kurima kwakangwara, kungwara kwemba, marobhoti anodyidzana, uye dzidzo, ichipa ane simba komputa kugona uye kuchinjika kuwedzera kune edge akangwara maapplication.

1.1. LLM630 Compute Kit
1. Kugona Kukurukurirana

• Wired Network: Yakashongedzerwa neJL2101-N040C Gigabit Ethernet chip yekumhanyisa data kuchinjanisa.
• Wireless Network: Inobatanidza iyo ESP32-C6 chip inotsigira Wi-Fi 6 (2.4GHz) uye BLE, kuve nechokwadi chekushanda pasina waya data.
• Bhiriji Basa: Inogonesa Ethernet-ku-Wi-Fi kubhuroka, kufambisa kutapurirana data munzvimbo dzakasiyana siyana dzetiweki.
• Yekunze Antenna Interface: SMA yekubatanidza kune ekunze antenna, inosimudzira isina waya chiratidzo kugadzikana uye kutapurirana renji.

2. processor uye Kuita

• Main SoC: AX630C kubva kuAXERA, ine mbiri-musimboti Cortex-A53 (1.2GHz).
• NPU (Neural Processing Unit): Inopa 3.2 TOPS@INT8 (1.2T@FP16) simba rekombuta, kubata nemazvo AI inference mabasa (semuenzaniso, kuona komputa uye hombe modhi yemutauro).
• Multi-Model Parallelism: Yakasimba kugadzirisa kugona kunotsigira kurodha uye kumhanya akawanda mamodheru panguva imwe chete, yakanakira yakaoma edge ehungwaru mamiriro.

3. Ratidza uye Input

• Sensors: Yakabatanidzwa BMI270 nhanhatu-axis sensor (accelerometer + gyroscope) yekuona kufamba uye kunzwa kwechimiro.
• Audio:
  • Yakavakwa-mukati NS4150B Kirasi D amplifier
  • Pabhodhi maikorofoni uye mutauri interface yemhando yepamusoro odhiyo I/O uye yakazara-duplex kutaurirana nezwi
• Interfaces:
  • LCD/DSI (MIPI) yezviratidziro zvekunze
  • CAM/CSI (MIPI) yemamera module
• Mabhatani emushandisi: Ipa simba rekutonga, modhi switching, uye wedzera kupindirana kwechishandiso.

4. Chiyeuchidzo

• RAM:
  • 4GB LPDDR4 yakazara (2GB yemushandisi system, 2GB yakatsaurirwa kune hardware accelerators seNPU)
• Kuchengeta:
  • 32GB eMMC yeOS, AI modhi, uye data rekushandisa
  • MicroSD kadhi slot yekuwedzera kuchengetedza uye ramangwana AI modhi inogadziridza

5. Power Management

• Battery Support:
  • Onboard kuchaja chip uye bhatiri yekubatanidza kune zvinogoneka bhatiri zvigadziriso
  • Simba rekutarisa chip inopa chaiyo-nguva bhatiri mamiriro emhinduro
• Magetsi:
  • Inotsigira USB Type-C simba rekuisa
  • Inogona kudzima simba rebhatiri kwenguva yakawedzerwa pasina simba rekunze

6. GPIO Pini uye Programmable Interfaces

• Expansion Interfaces:
  • Zviteshi zviviri zveGrove kuti zvive nyore kubatana kune sensors uye peripherals
  • MIPI DSI/CSI inopindirana yekuratidzira uye makamera
  • Maviri USB Type-C madoko ekumhanyisa-kumhanyisa data kufambisa uye OTG mashandiro, inosimudzira kubatana
• Development uye Programming:
  • Inoenderana neM5Stack's StackFlow chimiro, ichigonesa kukurumidza kumucheto AI application kuvandudza ine kushoma coding.
  • Inotsigira akasiyana maAI algorithms uye modhi yekuona, kutaura, zvinyorwa, nezvimwe

7. Vamwe

• AI Model Tsigiro:
  • Pre-yakarodha kana kurodha mhando seYolo11, DepthAnything yekuona, InternVL2.5-1B yemultimodal, uye yakakura
  • mhando dzemitauro (Qwen2.5-0.5/1.5B, Llama3.2-1B, zvichingodaro) pamwe neWhisper Melotts yekutaura
  • Kupisa kuvandudza kugona kuchengetedza chikuva chazvino neazvino AI budiriro
• Application Scenarios:
  • Inokodzera kutariswa kwekuchengetedza, zvitoro zvakangwara, kurima kwakangwara, kudzora imba yakangwara, marobhoti anopindirana, dzidzo, nezvimwe.
  • Inopa komputa ine simba uye inochinjika yekuwedzera kweakasiyana siyana ekushandisa AIoT makesi
• Zviyero zveDhidhiyo uye Huremu: Compact fomu chinhu chekubatanidza nyore mumashandisirwo akasiyana uye nekukurumidza prototyping.

SECIFICATIONS

2.1. Zvinotsanangurwa

Parameter uye Specification	Value
processor	AX6300Dual Cortex A53 1.2 GHz MAX. 12. 8 TOPs @INT4, uye 3.2 TOPs @INT8
NPU	3.2TOPs @ INT8
RAM	4GB LPDDR4 (2GB system memory + 2GB hardware acceleration yakatsaurirwa ndangariro)
eMMC	eMMC5. 1 @ 32GB
Wired Network	IL2101B-N040C @ 1GbE
Wireless Network	ESP32-C6 @ Wi-Fi6 2.4G
USB-UART	CH9102F @ USB kune Serial Port
USB-OTG	USB 2.0 Host kana Chishandiso
Antenna Interface	SMA gomba remukati
Sravana Sameeralu Serial 4th Audio Interface	MIC uye SPK Musoro 5P @ 1.25mm
Ratidza Chinongedzo	MIPI DSI lx 2Lane MAX 1080p 0 30fps 0 1.25mm
Kamera Interface	MIPI CSI lx 4Lane MAX 4K 0 30fps 0 1.25mm
Zvimwe Zvimiro	Programmable RGB LED yekudzora simba rakaderera. buzzer. reset bhatani
Battery Management	1.25mm yakatarwa bhatiri interface terminal
Battery Interface Terminal	4 high-speed coreless motors
Inowirirana Battery Specification	3.7V lithium bhatiri (lithium-ion kana lithium-polymer)
USB Interface	2 Tvpe-C interfaces (kuendesa data, OTG kushanda)
USB Power Inzwa Zvinotaurwa	5V 0 2A
Grove Interface	PortA Header 4P 0 2.0mm (I2C) PortC Header 4P 0 2.0mm (UART)
Storage Expansion Interface	Micro SD kadhi slot
External Function Interface	FUNC Header 8P @ 1.25mm system kumuka, kutonga kwesimba, yekunze LED control, uye I2C kutaurirana. etc.
Mabhatani	2 mabhatani emagetsi pa/kudzima, kupindirana kwevashandisi, uye kusetazve mabasa
Sensor	BMI270 0 6-axis
Mugadziri	M5Stack Technology Co., Ltd

2.2. Module Size

KUDYA KUTANGA

3.1. UART

1. Batanidza iyo LLM630 Compute Kit's UART interface pakombuta yako. Iwe unogona kushandisa maturusi ekugadzirisa sePutty kuti upinde mukati meiyo mudziyo terminal kuburikidza ne serial chiteshi chekugadzirisa uye kutonga. (Default: 115200bps 8N1, zita rekushandisa midzi, password midzi.)

3.2. Ethernet

1. Iyo LLM630 Compute Kit inopa Ethernet interface yekuwana nyore netiweki uye inoshanda debugging.

3.3. WiFi

1. Iyo LLM630 Compute Kit inoratidzira pabhodhi ESP32-C6 seWi-Fi chip, zvichiita kuti zvive nyore kubatana kune isina waya network.
   Tarisa kune anotevera matanho ekugonesa Wi-Fi uye kugadzirisa kubatana. Ndokumbira isa inoperekedza SMA yekunze antenna usati washandisa.

core-config

Iyo yakasarudzika network yekumisikidza chishandiso muLLM630 Compute Kit ndeye ntmui. Unogona kushandisa nmtui chishandiso kugadzirisa nyore Wi-Fi kubatana.

nmutui

FCC Yambiro

FCC Yambiro:
Chero Shanduko kana zvigadziriso zvisina kutenderwa nebato rine chekuita nekutevedzwa zvinogona kukanganisa mvumo yemushandisi yekushandisa michina.
Ichi chishandiso chinoenderana nechikamu 15 cheFCC Mitemo. Kushanda kunoenderana nemamiriro maviri anotevera: (1) Muchina uyu haugone kukonzera kukanganisa kunokuvadza, uye (2) mudziyo uyu unofanirwa kugamuchira chero kukanganisa kunowanikwa, kusanganisira kukanganisa kunogona kukonzera kushanda kusingade.

CHINOKOSHA CHINOKOSHA:
Cherechedza: Muchina uyu wakaedzwa uye ukawanikwa uchienderana nemiganhu yeKirasi B yedhijitari mudziyo, zvichienderana nechikamu 15 cheFCC Mitemo. Iyi miganho yakagadzirirwa kupa dziviriro inonzwisisika kubva mukukanganisa kunokuvadza mukuiswa kwekugara.
Mudziyo uyu unogadzira, unoshandisa uye unogona kuvheneka redhiyo frequency simba uye, kana isina kuiswa uye kushandiswa zvinoenderana nemirairo, inogona kukonzera kukanganisa kunokanganisa kufambiswa kweredhiyo. Nekudaro, hapana vimbiso yekuti kukanganisa hakuzoitika mune imwe yekumisikidza. Kana mudziyo uyu ukakonzera kukanganisa kunokuvadza redhiyo kana terevhizheni, iyo inogona kutariswa nekudzima uye nekubatidza mudziyo, mushandisi anokurudzirwa kuyedza kugadzirisa kukanganiswa neimwe kana anopfuura eanotevera matanho:

• Reorrent kana kutamisa antenna inogamuchira.
• Wedzera kupatsanurwa pakati pemidziyo nemugamuchiri.
• Batanidza midziyo mune yekubuda padunhu rakasiyana neiyo iyo inotambirwa yakabatana.
• Bvunza mutengesi kana nyanzvi yeredhiyo/TV ine ruzivo kuti ubatsirwe.

FCC Radiation Ratidziro Chirevo: Iyi michina inoenderana neCCC radiation radiation miganhu yakatarwa kune isingadzorwe nharaunda.

Zvinyorwa / Zvishandiso

M5STACK LLM630 Compute Kit [pdf] User Manual M5LLM630COMKIT, 2AN3WM5LLM630COMKIT, LLM630 Compute Kit, LLM630, Compute Kit, Kit

References

• User Manual