Ngwa Kọmpụta LLM630

MỤTA

Ngwa LLM630 Compute bụ nnukwu ikpo okwu mmepe ụdị asụsụ AI emebere maka ịgbakọ ọnụ na ngwa mmekọrịta nwere ọgụgụ isi. Ejiri isi ihe eji arụ ọrụ Aixin AX630C SoC, na-ejikọta NPU arụmọrụ dị elu na ike ịgbakọ 3.2 TOPs @ INT8, na-enye ikike ntinye AI siri ike iji rụọ ọrụ ọhụụ siri ike (CV) na nnukwu ụdị asụsụ (LLM) ọrụ, na-egbo mkpa nke ngwa dị iche iche nwere ọgụgụ isi. A na-ejikwa bọọdụ JL2101-N040C gigabit Ethernet mgbawa na mgbawa nkwurịta okwu ikuku ESP32-C6, na-akwado Wi-Fi 6@2.4G, nke eji dị ka kaadị netwọkụ ngwaọrụ ahụ, na-enye ikike nnyefe data dị elu yana nweta Wi-Fi na arụmọrụ njikọ Ethernet. Ma site na njikọ wired maka mgbanwe data buru ibu ma ọ bụ site na nkwurịta okwu ikuku maka mmekọrịta dị adị na sava dịpụrụ adịpụ ma ọ bụ ngwaọrụ ndị ọzọ smart, ikpo okwu a na-eme ka mmekọrịta data dị mma. Isi bọọdụ ahụ na-ejikọtakwa interface antenna SMA iji kwalite nkwụsi ike mgbaàmà ikuku na anya nnyefe, na-eme ka nkwurịta okwu kwụsiri ike na gburugburu netwọk dị mgbagwoju anya. Ọ nwere ebe nchekwa 4GB LPDDR4 wuru n'ime (2GB maka iji onye ọrụ, 2GB raara onwe ya nye maka ngwa ngwa ngwaike) yana nchekwa 32GB eMMC, na-akwado nbudata na ntinye nke ọtụtụ ụdị, na-eme ka nhazi ọrụ dị mma na nke ọma.
The baseboard, na-emeju nke ọma na bọọdụ ahụ, na-agbasawanye ọrụ na ntinye nke Kit Compute LLM630. Ọ na-ejikọta BMI270 ihe mmetụta isii-axis, na-enye ikike ịchọpụta àgwà ziri ezi na ike nchọpụta ngagharị, dabara maka ngwa dị iche iche dị ike. Ejiri NS4150B Klas D amplifier na igwe okwu na ihu igwe okwu na-akwado ntinye olu dị elu na mmepụta ọdịyo, nweta ọnọdụ nkwurịta okwu duplex zuru oke, na-eme ka ahụmịhe mmekọrịta onye ọrụ dịkwuo elu. The baseboard nwekwara atụmatụ dual Grove interfaces na LCD/DSI na CAM/CSI MIPI interfaces, na-eme ka mgbasawanye nke akụkụ dị ka ngosipụta na modul igwefoto. Na mgbakwunye, bọọdụ ahụ na-ejikọta interface antenna mpụga yana ọdụ ụgbọ mmiri gigabit Ethernet, na-enye njikọ netwọkụ na-agbanwe agbanwe yana arụ ọrụ ikuku maka ngwaọrụ ahụ. Ọzọkwa, bọtịnụ onye ọrụ ngwaọrụ na-eme ka ọrụ dị ka ịgbanwuo / gbanyụọ na mgbanwe ọnọdụ, na-eme ka ojiji ngwaọrụ na mmekọrịta dị. Mgbawa chaja nke baseboard na oghere batrị echekwara na-akwado nhazi batrị omenala, na-ahụ na ikpo okwu nwere ike ịgba ọsọ ogologo oge ọbụlagodi na enweghị ike mpụga. Mgbawa nchọpụta batrị agbakwunyere na-enyocha ọkwa batrị ozugbo. Oghere kaadị MicroSD na-akwado mgbasawanye nchekwa, yana nkwado n'ọdịnihu maka ọrụ mmelite ụdị AI. Igwe USB Type-C nke abụọ ọ bụghị naanị na-akwado nnyefe data nke ọma kamakwa na-enye ọrụ OTG, na-eme ka njikọ ngwaọrụ dịkwuo mfe ma hụ na arụmọrụ dị elu na mgbanwe data na njikọ ngwaọrụ.
Ngwa LLM630 Compute Kit na-akwado usoro StackFlow, na-enye ndị mmepe ohere itinye ngwa nwere ọgụgụ isi ngwa ngwa na naanị ahịrị koodu ole na ole, na-ebupụta ngwa ngwa AI dị iche iche. Ikpo okwu na-akwado ụdị ngwa AI dị iche iche, gụnyere njirimara anya, njirimara okwu, ederede na-okwu, na njirimara okwu edemede, ma na-akwado oku dị iche iche ma ọ bụ pipeline akpaka, na-akwalite mmepe. The ikpo okwu na-akwadokwa ụdị ọhụụ dị ka Yolo11 DepthAnything, multi-modal nnukwu ụdị dị ka InternVL2.5-1B, nnukwu asụsụ ụdị dị ka Qwen2.5-0.5 / 1.5B Llama3.2-1B, na okwu ụdị dị ka Whisper Melotts, na-akwado na-ekpo ọkụ updates, na ga-anọgide na-akwado ndị kasị elu ewu ewu na nnukwu ụdị na n'ọdịnihu, na-akwado na-akwado ndị kasị elu ewu ewu ụdị na n'ọdịnihu, paempower. na mmepe teknụzụ na usoro obodo. Ngwa LLM630 Compute Kit dabara maka mpaghara dị ka nlekota nchekwa, ahịa smart, ọrụ ugbo mara mma, njikwa ụlọ mara mma, robots mmekọrịta, na agụmakwụkwọ, na-enye ike ịgbakọ ike yana ịgbasawanye ike maka ngwa ọgụgụ isi.

1.1. LLM630 Compute Kit
1. Ike nkwurịta okwu

• Wired Network: Ejiri ya na JL2101-N040C Gigabit Ethernet mgbawa maka mgbanwe data ọsọ ọsọ.
• Netwọk ikuku: Na-ejikọta mgbawa ESP32-C6 na-akwado Wi-Fi 6 (2.4GHz) na BLE, na-eme ka mmekọrịta data ikuku na-arụ ọrụ nke ọma.
• Ọrụ Bridge: Na-enyere njikọ Ethernet-to-Wi-Fi aka, na-akwado nnyefe data na gburugburu netwọk dị iche iche.
• Interface Antenna Mpụga: Njikọ SMA maka antennas mpụga, na-eme ka nkwụsi ike mgbaàmà ikuku na oke nnyefe.

2. Nhazi na arụmọrụ

• Isi SoC: AX630C sitere na AXERA, na-egosipụta Cortex-A53 dual-core (1.2GHz).
• NPU (Ngalaba Nhazi Neural): Na-enye 3.2 TOPS@INT8 (1.2T@FP16) ike ịgbakọ, na-ejikwa ọrụ ntinye AI nke ọma (dịka, ọhụụ kọmputa na ntinye ụdị asụsụ buru ibu).
• Multi-Model Parallelism: Ike nhazi siri ike na-akwado nbudata na ịgba ọsọ ọtụtụ ụdị n'otu oge, dị mma maka ọnọdụ ọgụgụ isi dị mgbagwoju anya.

3. Ngosipụta na ntinye

• Sensọ: Ngwakọta BMI270 isii-axis sensọ (accelerometer + gyroscope) maka nchọpụta ngagharị na nghọta ọnọdụ.
• Audio:
  • Ejiri NS4150B Klas D ampna -emegharị ihe
  • Igwe okwu onboard na interface ọkà okwu maka I/O ọdịyo dị elu yana nkwurịta okwu olu duplex zuru oke
• Ọnụ ụzọ:
  • LCD/DSI (MIPI) maka ngosipụta mpụga
  • CAM/CSI (MIPI) maka modul igwefoto
• Bọtịnụ onye ọrụ: Nye njikwa ike, mgbanwe ọnọdụ, ma kwalite mmekọrịta ngwaọrụ.

4. Ebe nchekwa

• RAM:
  • 4GB LPDDR4 (2GB maka sistemụ onye ọrụ, 2GB raara nye ndị na-eme ngwa ngwa ngwaike dị ka NPU)
• Nchekwa:
  • 32GB eMMC maka OS, ụdị AI, na data ngwa
  • Oghere kaadị MicroSD maka nchekwa gbasaa na mmelite AI n'ọdịnihu

5. Njikwa Ike

• Nkwado batrị:
  • mgbawa chaja na ụgbọ mmiri na njikọ batrị maka nhazi batrị enwere ike ịhazi
  • mgbawa nlekota ike na-enye nzaghachi ọkwa batrị ozugbo
• Ịnye ọkụ:
  • Na-akwado ntinye ike USB Ụdị-C
  • Nwere ike ịgbanyụ batrị batrị ogologo oge na-enweghị ike mpụga

6. GPIO pin na mmemme mmemme

• Ọnụ ụzọ mgbasawanye:
  • Ọdụ ụgbọ mmiri Grove abụọ maka njikọ dị mfe na sensọ na mpụta
  • MIPI DSI/CSI ihu maka ngosipụta na igwefoto
  • Ọdụ ụgbọ mmiri Type-C abụọ maka ịnyefe data dị elu yana ọrụ OTG, na-eme ka njikọta dị elu
• Mmepe na Mmemme:
  • Dakọtara na M5Stack's StackFlow framework, na-enyere mmepe ngwa ngwa AI ngwa ngwa na obere koodu
  • Na-akwado algọridim AI dị iche iche na ụdị maka ọhụụ, okwu, ederede na ndị ọzọ

7. Ndị ọzọ

• Nkwado Model AI:
  • Ụdị ebugorịrị ma ọ bụ nke enwere ike ibugo dị ka Yolo11, DepthAnything for Vision, InternVL2.5-1B maka multimodal, na nnukwu
  • Ụdị asụsụ (Qwen2.5-0.5/1.5B, Llama3.2-1B, wdg) tinyere Whisper Melotts maka okwu
  • Ikike mmelite na-ekpo ọkụ iji mee ka ikpo okwu dị ugbu a site na mmepe AI kachasị ọhụrụ
• Ihe ngosi ngwa:
  • Kwesịrị ekwesị maka nleba anya nchekwa, azụmaahịa smart, ọrụ ugbo mara mma, njikwa ụlọ mara mma, robotics mmekọrịta, agụmakwụkwọ na ndị ọzọ.
  • Na-enye mgbako dị ike yana mgbasawanye na-agbanwe agbanwe maka ọtụtụ ikpe ojiji AIoT
• Akụkụ ngwaọrụ na ịdị arọ: Ụdị kọmpat maka ntinye dị mfe n'ime ngwa dị iche iche yana prototyping ngwa ngwa.

Nkọwapụta

2.1. Nkọwapụta

Parameter na nkọwapụta	Uru
Nhazi	AX6300Dual Cortex A53 1.2 GHz MAX. 12. 8 TOPs @INT4, na 3.2 TOPs @INT8
NPU	3.2TOP @ INT8
RAM	4GB LPDDR4 (2GB ebe nchekwa + 2GB ngwaike osooso ebe nchekwa raara onwe ya nye)
eMMC	eMMC5. 1 @ 32GB
Wired netwọk	IL2101B-N040C @ 1GbE
Netwọk ikuku	ESP32-C6 @ Wi-Fi6 2.4G
USB-UART	CH9102F @ USB gaa na ọdụ ụgbọ mmiri
USB-OTG	USB 2.0 Onye ọbịa ma ọ bụ ngwaọrụ
Interface Antenna	SMA oghere ime
Interface ọdịyo	MIC na SPK nkụnye eji isi mee 5P @ 1.25mm
Ngosipụta Okwu	MIPI DSI lx 2Lane MAX 1080p 0 30fps 0 1.25mm
Igwefoto interface	MIPI CSI lx 4Lane MAX 4K 0 30fps 0 1.25mm
Atụmatụ ndị ọzọ	Ihe mmemme RGB LED maka njikwa ike dị ala. buzzer. Tọgharịa bọtịnụ
Njikwa batrị	1.25mm nkọwapụta batrị interface ọnụ
Ọnụ ọnụ ọnụ batrị	4 moto enweghị isi ọsọ ọsọ
Nkọwapụta batrị dakọtara	3.7V batrị lithium (lithium-ion ma ọ bụ lithium-polymer)
USB Interface	2 Tvpe-C interfaces (enyefe data, ọrụ OTG)
Ntinye ike USB	5V 0A
Grove Interface	Isi isi PortA 4P 0 2.0mm (I2C) PortC nkụnye eji isi mee 4P 0 2.0mm (UART)
Interface Mgbasawanye Nchekwa	Oghere Micro SD kaadị
Interface Ọrụ Mpụga	FUNC Header 8P @ 1.25mm usoro edemede, njikwa ike, njikwa LED mpụga, yana nkwukọrịta I2C. wdg.
Bọtịnụ	Bọtịnụ 2 maka ịgbanwu/ gbanyụọ, mmekọrịta onye ọrụ, na nrụpụta ọrụ
Sensọ	BMI270 0 6-axis
Onye nrụpụta	Ụgwọ nke ụlọ ọrụ M5Stack Technology Co., Ltd

2.2. Nha modul

Ngwa ngwa ngwa

3.1. UART

1. Jikọọ LLM630 Compute Kit's UART interface na kọmputa gị. Ị nwere ike iji ngwaọrụ nbipu dị ka Putty ịbanye n'ime ọdụ ngwaọrụ site na ọdụ ụgbọ mmiri maka nbipu na njikwa. (Ndabara: 115200bps 8N1, aha njirimara bụ mgbọrọgwụ, paswọọdụ bụ mgbọrọgwụ.)

3.2. Ethernet

1. Ngwa LLM630 Compute Kit na-enye interface Ethernet maka ịnweta netwọk dị mfe yana nbipu arụ ọrụ.

3.3. WiFi

1. Ngwa LLM630 Compute Kit nwere onboard ESP32-C6 dị ka mgbawa Wi-Fi, na-eme ka ọ dị mfe ijikọ na netwọk ikuku.
   Rụtụ aka na usoro ndị a iji mee ka Wi-Fi nwee ike ma hazie njikọ ahụ. Biko wụnye antenna mpụga SMA na-esote tupu eji ya.

isi nhazi

Ngwá ọrụ nhazi netwọk nke ndabara na LLM630 Compute Kit bụ ntmui. Ị nwere ike iji ngwa nmtui iji hazie njikọ Wi-Fi ngwa ngwa.

nmtui

FCC ịdọ aka ná ntị

Akpachara anya FCC:
Mgbanwe ọ bụla ma ọ bụ mgbanwe ọ bụla nke ndị na-ahụ maka nnabata na-akwadoghị nke ọma nwere ike imebi ikike onye ọrụ iji rụọ ọrụ ahụ.
Ngwaọrụ a na-akwado akụkụ 15 nke Iwu FCC. Ọrụ dị n'okpuru ọnọdụ abụọ ndị a: (1) Ngwaọrụ a nwere ike ọ gaghị ebute nnyonye anya na-emerụ ahụ, yana (2) ngwaọrụ a ga-anabatarịrị nnyonye anya ọ bụla enwetara, gụnyere nnyonye anya nwere ike ibute ọrụ na-achọghị.

IHE dị mkpa:
Mara: A nwalere ngwa a wee hụ na ọ dabara na oke maka ngwaọrụ dijitalụ Klas B, dịka akụkụ 15 nke Iwu FCC. Emebere oke ndị a iji nye nchebe ezi uche dị na ya megide nnyonye anya na-emerụ emerụ na ntinye ụlọ.
Akụrụngwa a na-ewepụta, na-eji ma nwee ike ịgbasa ike ugboro redio yana, ọ bụrụ na etinyeghị ya ma jiri ya dịka ntuziaka ahụ siri dị, nwere ike ibute ndabichi na-emerụ ahụ na nkwukọrịta redio. Agbanyeghị, enweghị nkwa na nnyonye anya agaghị eme na otu nrụnye. Ọ bụrụ na akụrụngwa a na-ebute nnyonye anya na-emerụ ahụ na nnabata redio ma ọ bụ telivishọn, nke enwere ike ikpebi site na ịgbanyụ ma gbanye akụrụngwa, a na-agba onye ọrụ ume ka ọ nwaa idozi nnyonye anya site na otu ma ọ bụ karịa n'ime usoro ndị a:

• Megharịa ma ọ bụ bugharịa antenna nnata.
• Mee ka nkewa dị n'etiti akụrụngwa na nnata.
• Jikọọ akụrụngwa n'ime oghere na sekit dị iche na nke ejikọrọ onye nnata.
• Kpọtụrụ onye na-ere ahịa ma ọ bụ onye ọrụ redio/TV nwere ahụmahụ maka enyemaka.

Nkwupụta Ngosipụta Radiation FCC: Akụrụngwa a na-akwado oke mkpughe radieshon FCC ewepụtara maka gburugburu enweghị njikwa.

Akwụkwọ / akụrụngwa

Ngwa M5STACK LLM630 [pdf] Akwụkwọ ntuziaka onye ọrụ M5LLM630COMKIT, 2AN3WM5LLM630COMKIT, LLM630 Compute Kit, LLM630, Ngwa Compute, Kit

Ntụaka

• Akwụkwọ ntuziaka onye ọrụ