Patched the .dtb for v6.1, currently not yet in final format. I will probably create a commit to Armbian with a .dts for our board. I am attaching the dtb/dts just to keep track of the progress. Here are results of the RKNN test launch: rknn_api/rknnrt version: 2.3.2 (429f97ae6b@2025-04-09T09:09:27), driver version: 0.9.8 model input num: 1, output num: 1 input tensors: index=0, name=input, n_dims=4, dims=[1, 224, 224, 3], n_elems=150528, size=150528, fmt=NHWC, type=INT8, qnt_type=AFFINE, zp=0, scale=0.007812 output tensors: index=0, name=MobilenetV1/Predictions/Reshape_1, n_dims=2, dims=[1, 1001, 0, 0], n_elems=1001, size=2002, fmt=UNDEFINED, type=FP16, qnt_type=AFFINE, zp=0, scale=1.000000 custom string: Begin perf ... 0: Elapse Time = 8.06ms, FPS = 124.12 ---- Top5 ---- 0.935059 - 156 0.057037 - 155 0.003881 - 205 0.003119 - 284 0.000172 - 285 So: CPU: OK GPU: OK via Panfrost NPU: OK, RKNN inference works on RKNPU rk3566-box-X88PRO20-npu.dtb rk3566-box-X88PRO20-npu.dts

Can you give more details about the limitations of this NPU? I thought that they would be using shared system RAM. because all models are multiple megabytes, Can you comment about the ability to convert any model to your desired NPU target with "AI model conversion" https://tinycomputers.io/posts/rockchip-rk3588-npu-benchmarks.html (search for "Conversion Performance (x86_64)") Maybe its possible to run LCM-Lora in an armbian device, if it has 16GB. It is already running in a 16GB laptop without NPU or GPU. https://forums.raspberrypi.com/viewtopic.php?t=398225&sid=2b66e2cebe37506dd74215ead3dd264c I am thinking about buying an Orange PI zero 3W (allwinner NPU), but if you have troubles with a 6 TOPs NPU, I will have more troubles with a 2 TOPs NPU

Refer to the experiences here: I think someone wrote that the mainline kernel has NPU support. Is this NPU going to load only models that are in the Rockchip model repository?

This week's updates center on new board enablement, Rockchip platform refinements, and tooling and kernel maintenance. Board support expanded across multiple silicon families, with the addition of Seeed Studio reComputer RK3576/RK3588 DevKits and the Anbernic RG DS handheld image. The EasePi A2/R2 received substantial revisions to its board configurations and device trees, alongside a vendor logo transition to Linkease. SpacemiT K1 boot support was updated, and per-SoC LINUXCONFIG separation was introduced for the TQ family to better isolate kernel configurations. Rockchip received the bulk of low-level improvements. Notable changes include AUX recovery for USB-C DP Alt Mode in the dw-dp driver, device-tree-based LED configuration for the r8169/r8125 controllers, and an updated patch ensuring stable PCIe Ethernet MAC addresses across many boards. Additional fixes resolve slow WiFi on the NanoPi R76S via SDIO SDR104, enable Bluetooth on the Orange Pi 5 Ultra edge kernel, and restore the tm16xx driver on current kernels. On the tooling and maintenance side, Armbian Imager 2.0 was released, the mainline kernel was bumped to 7.1-rc6, and the rtl8192eu driver was re-enabled following a cleanup of compilation warnings. A previously merged USB gadget NULL pointer fix was reverted pending further evaluation. #Armbian #EmbeddedLinux #Rockchip #SBC #KernelDevelopment Changesmainline: bump to 7.1-rc6. by @EvilOlaf in armbian/build#9922Add Anbernic RG DS board image and Anbernic vendor logo. by @crackerjacques in armbian/armbian.github.io#326Add jellyfin-ffmpeg release constraints and ip-wrapper for easepi-r2. by @ifroncy01 in armbian/build#9942arm64: dts: overlay: add radxa display 8hd for rock5t. by @Ken-Vamrs in armbian/linux-rockchip#498board-vendor-logos: update EasePi vendor logo to Linkease. by @ifroncy01 in armbian/armbian.github.io#321drm: rockchip: dw-dp: add AUX recovery for USB-C DP Alt Mode. by @mingzhangqun in armbian/linux-rockchip#494easepi-r2/a2: fix device tree. by @jjm2473 in armbian/linux-rockchip#491feat(boards): Add Seeed Studio reComputer RK3576/RK3588 DevKit support. by @baorepo in armbian/build#9719Give each TQ SoC family its own LINUXCONFIG. by @schmiedelm in armbian/build#9924Introducing Armbian Imager 2.0. by @SuperKali in armbian/imager#143Milk-V Jupiter disable EEPROM node. by @pyavitz in armbian/build#9944nanopi-r76s: fix slow WiFi by enabling SDIO SDR104. by @SuperKali in armbian/build#9929net: r8169: add device tree based LED configuration for r8125. by @mingzhangqun in armbian/linux-rockchip#497orangepi5-ultra: enable Bluetooth on edge kernel via hci_bcm. by @pdapandapda in armbian/build#9697Revert "rockchip64: fix USB gadget NULL pointer crash in eth_get_drvinfo (6.18 + 7.0)". by @EvilOlaf in armbian/build#9926rockchip64: enable back tm16xx driver for current kernel. by @paolosabatino in armbian/build#9941rockchip64: update "describe PCIe Ethernet controllers" patch for stable MAC (many boards). by @rpardini in armbian/build#9933rtl8192eu: re-enable and fix tons of compilation warnings. by @EvilOlaf in armbian/build#9927SpacemiT: Update K1 boot support. by @pyavitz in armbian/build#9930Treat imx93 as slow hardware. by @schmiedelm in armbian/armbian.github.io#323Update EasePi A2/R2 board configs and device trees for improved hardware support. by @ifroncy01 in armbian/build#9907Update VERSION. by @EvilOlaf in armbian/build#9938View the full article

This week's updates center on new board enablement, Rockchip platform refinements, and tooling and kernel maintenance. Board support expanded across multiple silicon families, with the addition of Seeed Studio reComputer RK3576/RK3588 DevKits and the Anbernic RG DS handheld image. The EasePi A2/R2 received substantial revisions to its board configurations and device trees, alongside a vendor logo transition to Linkease. SpacemiT K1 boot support was updated, and per-SoC LINUXCONFIG separation was introduced for the TQ family to better isolate kernel configurations. Rockchip received the bulk of low-level improvements. Notable changes include AUX recovery for USB-C DP Alt Mode in the dw-dp driver, device-tree-based LED configuration for the r8169/r8125 controllers, and an updated patch ensuring stable PCIe Ethernet MAC addresses across many boards. Additional fixes resolve slow WiFi on the NanoPi R76S via SDIO SDR104, enable Bluetooth on the Orange Pi 5 Ultra edge kernel, and restore the tm16xx driver on current kernels. On the tooling and maintenance side, Armbian Imager 2.0 was released, the mainline kernel was bumped to 7.1-rc6, and the rtl8192eu driver was re-enabled following a cleanup of compilation warnings. A previously merged USB gadget NULL pointer fix was reverted pending further evaluation. #Armbian #EmbeddedLinux #Rockchip #SBC #KernelDevelopment Changesmainline: bump to 7.1-rc6. by @EvilOlaf in armbian/build#9922Add Anbernic RG DS board image and Anbernic vendor logo. by @crackerjacques in armbian/armbian.github.io#326Add jellyfin-ffmpeg release constraints and ip-wrapper for easepi-r2. by @ifroncy01 in armbian/build#9942arm64: dts: overlay: add radxa display 8hd for rock5t. by @Ken-Vamrs in armbian/linux-rockchip#498board-vendor-logos: update EasePi vendor logo to Linkease. by @ifroncy01 in armbian/armbian.github.io#321drm: rockchip: dw-dp: add AUX recovery for USB-C DP Alt Mode. by @mingzhangqun in armbian/linux-rockchip#494easepi-r2/a2: fix device tree. by @jjm2473 in armbian/linux-rockchip#491feat(boards): Add Seeed Studio reComputer RK3576/RK3588 DevKit support. by @baorepo in armbian/build#9719Give each TQ SoC family its own LINUXCONFIG. by @schmiedelm in armbian/build#9924Introducing Armbian Imager 2.0. by @SuperKali in armbian/imager#143Milk-V Jupiter disable EEPROM node. by @pyavitz in armbian/build#9944nanopi-r76s: fix slow WiFi by enabling SDIO SDR104. by @SuperKali in armbian/build#9929net: r8169: add device tree based LED configuration for r8125. by @mingzhangqun in armbian/linux-rockchip#497orangepi5-ultra: enable Bluetooth on edge kernel via hci_bcm. by @pdapandapda in armbian/build#9697Revert "rockchip64: fix USB gadget NULL pointer crash in eth_get_drvinfo (6.18 + 7.0)". by @EvilOlaf in armbian/build#9926rockchip64: enable back tm16xx driver for current kernel. by @paolosabatino in armbian/build#9941rockchip64: update "describe PCIe Ethernet controllers" patch for stable MAC (many boards). by @rpardini in armbian/build#9933rtl8192eu: re-enable and fix tons of compilation warnings. by @EvilOlaf in armbian/build#9927SpacemiT: Update K1 boot support. by @pyavitz in armbian/build#9930Treat imx93 as slow hardware. by @schmiedelm in armbian/armbian.github.io#323Update EasePi A2/R2 board configs and device trees for improved hardware support. by @ifroncy01 in armbian/build#9907Update VERSION. by @EvilOlaf in armbian/build#9938View the full article