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    <title>Forem: as-jackson</title>
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      <title>Rockchip SoC Roadmap for AI &amp; Vision</title>
      <dc:creator>as-jackson</dc:creator>
      <pubDate>Tue, 05 Nov 2024 08:48:57 +0000</pubDate>
      <link>https://forem.com/as-jackson/rockchip-soc-roadmap-for-ai-vision-3jd7</link>
      <guid>https://forem.com/as-jackson/rockchip-soc-roadmap-for-ai-vision-3jd7</guid>
      <description>&lt;p&gt;Rockchip provides adaptable solutions for a wide range of smart devices.&lt;/p&gt;

&lt;p&gt;ArmSoM has developed a series of Rockchip development boards for geeks and company prototype product development。&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fknqcud33qgutmf2pg0lr.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fknqcud33qgutmf2pg0lr.png" alt="Rockchip SoC Roadmap for AI &amp;amp; Vision" width="800" height="419"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  RK3588 Application Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Core&lt;/td&gt;
&lt;td&gt;Quad-core Cortex - A76 + Quad-core Cortex - A55&lt;br&gt;ARM Mali - G610 MC4 GPU&lt;br&gt;NPU: 6TOPS, supports int4/int8/int16/FP16/BF16/TF32&lt;br&gt;MCU for system control&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;64-bit LPDDR4/LPDDR4x/LPDDR5&lt;br&gt;eMMC 5.1 with HS400, SDIO 3.0 with HS200&lt;br&gt;NVMe, SFC&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multimedia&lt;/td&gt;
&lt;td&gt;H.265 /H.264/AV1/AVS2 etc. multi-video decoder, up to 8K@60&lt;br&gt;8K@30fps video encoders for H.264/H.265&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;Multiple display engines, up to 8K 60Hz&lt;br&gt;Dual HDMI2.1/eDP V1.4 Combo interface&lt;br&gt;Dual MIPI - DSI TX, 4 lanes&lt;br&gt;Dual DP V1.3 embed in USB 3.1, with audio, HDCP2.X&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Video Input &amp;amp; High Speed Interface&lt;/td&gt;
&lt;td&gt;Dual 16M Pixel ISP with HDR&amp;amp;3DNR&lt;br&gt;Multiple (2×4 lanes + 2×2 lanes or 4×2 lanes + 2×2 lanes) MIPI CSI - 2 and DVP interface&lt;br&gt;HDMI 2.0 receiver, 4K@60fps&lt;br&gt;Dual-port USB3.1 with type - C and DP&lt;br&gt;Dual-port USB2.0 OTG and dual-port USB2.0 host&lt;br&gt;PCIe 3.0, 4 lanes or 2×2 lanes or 4×1 lane&lt;br&gt;Three-port PCIe 2.0/SATA 3.0&lt;br&gt;Dual RGMII interface&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Security&lt;/td&gt;
&lt;td&gt;ARM Trustzone security extension&lt;br&gt;Secure boot&lt;br&gt;Secure JTAG to debug&lt;br&gt;Key ladder&lt;br&gt;Encryption&lt;br&gt;HDCP 2.x for HDMI and DP/eDP&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Others&lt;/td&gt;
&lt;td&gt;I2C, SPI, UART, GPIO&lt;br&gt;2×8 channels I2S/PCM/TDM/PDM, 2×2 channels I2S/PCM, 2×8 channels SPDIF&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Package&lt;/td&gt;
&lt;td&gt;RK3588: FCBGA1088, 23×23mm, 0.65 pitch&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Availability &amp;amp; Application&lt;/td&gt;
&lt;td&gt;MP Now&lt;br&gt;High-end&lt;br&gt;Octa-core&lt;br&gt;6.0TOPS NPU&lt;br&gt;8K video codec&lt;br&gt;Super ISP&lt;br&gt;Rich high-speed interface&lt;br&gt;Multiple displays&lt;br&gt;Applications: AIPC, AI NVR, edge computing, AIAGV&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RK3576 Application Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Core&lt;/td&gt;
&lt;td&gt;Quad A72 + Quad A53 CPU + M0 MCU&lt;br&gt;ARM MaliG52MC3 GPU&lt;br&gt;6 TOPS* NPU with INT4/8/16/FP16/BF16/TF32&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;32 - bit LPDDR4/LPDDR4×/LPDDR5&lt;br&gt;UFS 2.0 with 2 - lane (HS - G3), FSPI, eMMC&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multimedia&lt;/td&gt;
&lt;td&gt;Up to 4K@120fps H.265/H.264/AV1/VP9/AVS2 decoders&lt;br&gt;Up to 4K@60fps H.264/H.265 encoders&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;Supports 4K120 + 2.5K60 + FHD60&lt;br&gt;HDMI/eDP Combo, MIPI DSI, DisplayPort, RGB888 Picture Quality Engine (ACM, HDR, 3D - LUT etc)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Video Input&lt;/td&gt;
&lt;td&gt;16M Pixel ISP with HDR (up to 120dB)&lt;br&gt;3x MIPI CSI - 2 4 - lane, DVP 16 - bit&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;High Speed Interface&lt;/td&gt;
&lt;td&gt;One USB 3.2 Gen1 supports type - C AltMode with DP&lt;br&gt;One PCle 2.1/SATA3.1/USB 3.2 Gen1 combo port&lt;br&gt;One PCle 2.1/SATA3.1 combo port&lt;br&gt;Dual RGMII interfaces&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Security&lt;/td&gt;
&lt;td&gt;ARM TrustZone security extension&lt;br&gt;Secure boot / key ladder / OTP / Cipher engine&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Model&lt;/td&gt;
&lt;td&gt;RK3576&lt;br&gt;High - end Octa - core&lt;br&gt;6 TOPS NPU&lt;br&gt;8K30 Video Codec&lt;br&gt;Super ISP&lt;br&gt;Rich High - speed Interface&lt;br&gt;Multiple Display&lt;br&gt;Application - AI PC - AINAS + NVR&lt;br&gt;Edge Computing&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RK3568 Application Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Core&lt;/td&gt;
&lt;td&gt;Quad - core Cortex - A55, 2.0GHz&lt;br&gt;ARM G52 - 2EE GPU, OpenGL ES1.1/2.0/3.0/3.1/3.2, Vulkan 1.1, OpenCL2.0&lt;br&gt;NPU: 1TOPS&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;32 - bit LPDDR4X/LPDDR4/DDR4/DDR3/DDR3L/PDDR3&lt;br&gt;Support eMMC5.1&lt;br&gt;Support DDR4/DDR3 ECC&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multimedia&lt;/td&gt;
&lt;td&gt;4K VP9/H.265/H.264 video decoder, up to 60fps&lt;br&gt;1080P@60fps video encoder for H.264 and H.265&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;4K VOP with 3 display port&lt;br&gt;Dual channel MIPI - DSI; One channel LVDS, 4 lanes per channel&lt;br&gt;eDP 1.3 with PSR&lt;br&gt;HDMI 2.0b with HDCP 1.4/2.2, up to 4K 60Hz&lt;br&gt;Support 24bit RGB, BT.1120, BT.656&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Camera&lt;/td&gt;
&lt;td&gt;8M ISP with HDR&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Other&lt;/td&gt;
&lt;td&gt;PCIe 3.0 1×2/2×1 lane&lt;br&gt;PCIe 2.0×1/USB3.0×2/SATA3.0×3/QSGMII×1, share with 3 SerDes lanes&lt;br&gt;10×UART, 16×PWM, 4×SPI, 6×I2C, 3×2S&lt;br&gt;Embedded dual GMAC, dual RGMII interface&lt;br&gt;Availability: MP Now&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1126 AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;Quad core ARM Cortex - A7&lt;br&gt;RISC - V 200MHz NPU&lt;br&gt;2TOPS, support INT8/INT16&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;32bit DDR3/DDR3L/DDR4/LPDDR3/LPDDR4&lt;br&gt;Support eMMC 4.51, SPI Flash, Nand Flash&lt;br&gt;Support fast booting&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;MIPI - DSI/RGB interface, up to 1080P60fps&lt;br&gt;2D Graphics Engine&lt;br&gt;Support rotation, x - mirror, y - mirror&lt;br&gt;Support scale down/up&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;14M ISP 2.0 with 3F HDR(Line - based/Frame - based/DCG)&lt;br&gt;Support 2*MIPI CSI/LVDS/sub LVDS&lt;br&gt;DVP interface with BT.656/BT.1120&lt;br&gt;4K H.264/H.265 30fps video encoder&lt;br&gt;3840×2160@30fps + 720p@30fps encoding&lt;br&gt;4K H.265/H.264 30fps video decoder&lt;br&gt;3840×2160@30fps encoding + 3840×2160@30fps decoding&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface with TSO network acceleration&lt;br&gt;USB 2.0 OTG and USB 2.0 host&lt;br&gt;8ch I2S with TDM/PDM, 2 ch I2S&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1109 AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;Dual core ARM Cortex - A7&lt;br&gt;RISC - V 200MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;1.2TOPs, support INT8/INT16&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;32bit DDR3/DDR3L/PDDR3/DDR4/PDDR4&lt;br&gt;Support eMMC 4.51, SPI Flash, Nand Flash&lt;br&gt;Support fast booting&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;MIPI - DSI/RGB interface&lt;br&gt;1080P @60 FPS&lt;br&gt;Graphics Engine&lt;br&gt;Support rotation, x - mirror, y - mirror&lt;br&gt;Support scale down/up&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;5M SP 2.0 with 3F HDR(Line - based/Frame - based/DCG)&lt;br&gt;Support 2*MIPI CSI/LVDS/sub LVDS&lt;br&gt;H.264/H.265 encoder capability: 3072×1728@30fps + 1280×720@30fps&lt;br&gt;5M H.264/H.265 decoder capability&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface with TSO network acceleration&lt;br&gt;USB 2.0 OTG and USB 2.0 host&lt;br&gt;8ch I2S with TDM/PDM, 2ch I2S&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1106 AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;ARM Cortex - A7, 1.2GHz&lt;br&gt;RISC - V 400MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;Support INT4、INT8、INT16&lt;br&gt;RV1106G2 0.5T; RV1106G3 1.0T&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;RV1106G2 embedded 16 - bit 1Gb DDR3L&lt;br&gt;RV1106G3 embedded 16 - bit 2Gb DDR3L&lt;br&gt;Support eMMC 4.51, dual and quad SPI Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;VE &amp;amp; RGAEngine&lt;/td&gt;
&lt;td&gt;Support 20 + IVE algorithms&lt;br&gt;Support scale down/up, rotation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;ISP 3.x with 2F HDR(Line - based/Frame - based/DCG)&lt;br&gt;RV1106G3 8M 15; RV1106G2 5M 30 FPS&lt;br&gt;Support 2*MIPI CSI/LVDS/sub LVDS&lt;br&gt;DVP interface with BT.656/BT.1120&lt;br&gt;H.264/H.265 encoder capability: 3072*1728@25 + 720*576@25 + 5FPS JPEG - 2592*1944@25 + 720*576 @25 + 5FPS JPEG 2880*1620@25 + 720*576@25 + 5FPS JPEG 2560*1440@30 + 720*576@30 + 5FPS JPEG&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface with TSO acceleration and Ethernet PHY&lt;br&gt;USB 2.0 OTG&lt;br&gt;Dual SDIO3.0 interface for Wi - Fi and SD card&lt;br&gt;Embedded Audio codec、RTC、POR&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1103 AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;ARM Cortex - A7, 1.2GHz&lt;br&gt;RISC - V 400MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;0.5TOPS, support INT4、INT8、INT16&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;Embedded 16 - bit 512Mb DDR2&lt;br&gt;Support eMMC 4.51, dual and quad SPI Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;ME &amp;amp; RGAEngine&lt;/td&gt;
&lt;td&gt;Support 20 + IVE algorithms&lt;br&gt;Support scale down/up, rotation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;4 M ISP 3.x with 2 F HDR(Line - based/Frame - based/DCG)&lt;br&gt;Support 2*MIPI CSI/LVDS/sub LVDS&lt;br&gt;DVP interface with BT.656/BT.1120&lt;br&gt;H.264/H.265 encoder capabiliy: 2560*1440 @25 +720*576@ 25 + 5 FPS JPEG&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface with TSO network acceleration and Ethernet PHY&lt;br&gt;USB2.0 OTG&lt;br&gt;Dual SDIO3.0 interface for Wi - Fi and SD card&lt;br&gt;EmbeddedAudio codec、POR&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1106B AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;ARM Cortex - A7, 1.2GHz&lt;br&gt;RISC - V 400MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;0.5TOPS, Support INT8&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;RV1106BG1 embedded 16 - bit 512Mb DDR2&lt;br&gt;RV1106BG2 embedded 16 - bit 1Gb DDR3L&lt;br&gt;RV1106BG3 embedded 16 - bit 2Gb DDR3L&lt;br&gt;Support eMMC 4.51, dual and quad SPI Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RGAEngine&lt;/td&gt;
&lt;td&gt;Support scale down/up, rotation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;ISP 3.x with 2F HDR(Line - based/Frame - based/DCG)&lt;br&gt;Support 2*MIPI CSI&lt;br&gt;H.264/H.265 encoder capability: 3840*2160@20 + 1920*1080@20&lt;br&gt;2880*1620@25 + 1920*1080@25 + 720*576@25 + 5FPS JPEG&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;USB 2.0 OTG&lt;br&gt;Dual SDIO 3.0 interface for Wi - Fi and SD card&lt;br&gt;Embedded Audio codec、RTC、POR&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RV1103B AI Vision Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;CPU&lt;/td&gt;
&lt;td&gt;ARM Cortex - A7, 1.2 GHz&lt;br&gt;RISC - V 400MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;0.5TOPS, support INT8&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;RV1103BG1 embedded 16 - bit 512Mb DDR&lt;br&gt;RV1103BG2 embedded 16 - bit 1Gb DDR&lt;br&gt;RV1103BG3 embedded 16 - bit 2Gb DDR&lt;br&gt;Support eMMC 4.51, dual and quad SPI Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RGA Engine&lt;/td&gt;
&lt;td&gt;Support scale down/up, rotation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;8M ISP 3.x with 2F HDR(Line - based/Frame - based/DCG)&lt;br&gt;Support 2*MIPI CSI&lt;br&gt;H.264/H.265 encoder capability: 3840*2160@20 + 1920*1080@20&lt;br&gt;2880*1620@25 + 1920*1080@ 25 + 720*576@ 25 + 5FPS JPEG&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface with TSO network acceleration and Ethernet PHY&lt;br&gt;USB2.0 OTG&lt;br&gt;Dual SDIO 3.0 interface for Wi - Fi and SD card&lt;br&gt;Embedded Audio codec、POR&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RK3399Pro Application Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Core&lt;/td&gt;
&lt;td&gt;Big.Litle architecture: Dual - core Cortex - A72 + Quad - core Cortex - A53, 64 - bit CPU, 1.8GHz,1.4GHz&lt;br&gt;ARM Mali - T860MP4 GPU, OpenGL ES1.1/2.0/3.0/3.1/3.2, Vulkan 1.0, OpenCL 1.2, DX 11&lt;br&gt;NPU: 1920 INT8 MACs/192 INT16 MACs/64 FP16 MACs, MAX to 800MHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;Dual channeI DDR3 - 1866/DDR3L - 1866/LPDDR3 - 1866/LPDDR4 - 1866&lt;br&gt;Support eMMC 5.1 with HS400, SDIO 3.0 with HS200&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multimedia&lt;/td&gt;
&lt;td&gt;4K VP9 and 4K 10 - bit H.265/H.264 video decoder, up to 60fps&lt;br&gt;1080P other video decoders (VC - 1, MPEG - 1/2/4, VP8)&lt;br&gt;1080P video encoders for H.204 and VP8&lt;br&gt;Security Video Path, OP - TEE, support Widevine Level1, PlayReady&lt;br&gt;Video post processor: de - interlace, de - noise, enhancement for edge/detail/color&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;Dual display engine up to 4096x2160 and 2560x1600&lt;br&gt;Dual channeI MIPI - DSI TX, 4 lanes per channel&lt;br&gt;eDP 1.3 with PSR, 4 lanes up to 10.8Gbps&lt;br&gt;HDMI 2.0a with HDCP 1.4 /2.2, up to 4K 60Hz&lt;br&gt;DisplayPort 1.2 with 4 lanes, up to 4K 60Hz&lt;br&gt;HDR10/HLG display with conversion between Rec.2020 and Rec.709&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Camera&lt;/td&gt;
&lt;td&gt;Dual 13MPixel ISP and dual MIPI CSI - 2&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Other&lt;/td&gt;
&lt;td&gt;Built - in dual Type - C with USB 3.0 and DisplayPort Alternate mode&lt;br&gt;PCle 2.1 (4 full - duplex lanes), up to 2.5Gbps/lane&lt;br&gt;Embedded RGMII interface three channels I2S, SPDIF output&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;PMU&lt;/td&gt;
&lt;td&gt;RK808 - D / RK818 - 3&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  RK1808 AIOT Processor
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Classification&lt;/th&gt;
&lt;th&gt;Details&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Core&lt;/td&gt;
&lt;td&gt;Dual core ARM Cortex - A35, 1.6GHz&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;NPU&lt;/td&gt;
&lt;td&gt;3TOPs for INT8 or 300 GOPs for INT16 or 100 GFLOPs for FP16&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Memory&lt;/td&gt;
&lt;td&gt;32bit DDR3 - 1600/DDR3L - 1600/ LPDDR2 - 1066 /LPDDR3 - 1600/ DDR4 - 2133&lt;br&gt;Support eMMC 4.51, Serial Nor Flash booting&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Multi - Media&lt;/td&gt;
&lt;td&gt;1080P H.264 video encoder/decoder&lt;br&gt;2M ISP with MIPI - CSI/5M DVP input&lt;br&gt;BT.1120 and UVC interface&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Display&lt;/td&gt;
&lt;td&gt;MIPI - DSI/RGB interface&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;External Interface&lt;/td&gt;
&lt;td&gt;RGMII interface&lt;br&gt;PCle 2.1, dual link; mux with USB 3.0&lt;br&gt;USB 2.0 OTG and USB 2.0 host&lt;br&gt;Dual SDIO 3.0 interface for Wi - Fi and SD card&lt;br&gt;8ch I2S with TDM/PCM, 2ch I2S, VAD function&lt;br&gt;2C/UART/SPI interface&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Package&lt;/td&gt;
&lt;td&gt;FCCSP420LD 14X14, 0.5mm pitch&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

</description>
      <category>linux</category>
      <category>ubuntu</category>
      <category>raspberrypi</category>
    </item>
    <item>
      <title>A Comparative Analysis between RK3588 and RK3576 Chips: Unveiling the Technological Distinctions</title>
      <dc:creator>as-jackson</dc:creator>
      <pubDate>Tue, 05 Nov 2024 07:14:15 +0000</pubDate>
      <link>https://forem.com/as-jackson/a-comparative-analysis-between-rk3588-and-rk3576-chips-unveiling-the-technological-distinctions-5ci1</link>
      <guid>https://forem.com/as-jackson/a-comparative-analysis-between-rk3588-and-rk3576-chips-unveiling-the-technological-distinctions-5ci1</guid>
      <description>&lt;p&gt;In the field of AIoT, Rockchip’s RK3588 and RK3576 are both highly anticipated processors. The following will compare them in detail from multiple aspects.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F88pmjyw9cce10iji6j1e.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F88pmjyw9cce10iji6j1e.png" alt="RK3588 datasheet" width="800" height="681"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fog3csccnt7bqhx7z1g6i.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fog3csccnt7bqhx7z1g6i.png" alt="RK3576 datasheet" width="800" height="682"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  1. CPU performance
&lt;/h2&gt;

&lt;p&gt;RK3576: adopts quad-core Cortex-A72 and quad-core Cortex-A53 architecture, Cortex-A72 has 1M8 unified L2 cache, Cortex-A53 has 512KB unified L2 cache, and is equipped with ARM cortex M0 for user applications.&lt;/p&gt;

&lt;p&gt;RK3588: has quad-core ARM Cortex-A75 and quad-core ARM Cortex-A55 processors. Each Cortex-A76 core has 64KB L1 instruction cache, 64KB L1 data cache and 512KB L2 cache; each Cortex-A55 core has 32KB L1 instruction cache, 32KB L1 data cache and 128KB L2 cache, and the large and small core clusters share 3MB L3 cache, and there is an MCU for low-power control.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;From the core architecture point of view, the Cortex-A75 and Cortex-A55 cores of RK3588 are more advanced in cache configuration, especially the sharing mechanism of L3 cache may give it an advantage in multi-core collaboration and data reading. The Cortex-A72 and Cortex-A53 architectures of RK3576 are relatively old, but the existence of ARM cortex M0 may have a unique role in some specific user application scenarios.&lt;/p&gt;

&lt;h2&gt;
  
  
  2. GPU Performance
&lt;/h2&gt;

&lt;p&gt;RK3576: uses ARM Mali G52 MC3, supports OpenGL ES 1.1, 2.0 and 3.2, OpenCL 2.1, Vulkan 1.2.&lt;/p&gt;

&lt;p&gt;RK3588: equipped with ARM Mali - G610MC4, supports OpenGL ES 1.1, 2.0 and 3.2, OpenCL 2.2, Vulkan 1.2, etc., and embeds 4 shader cores and shared layered tilers.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance Comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The GPU of RK3588 is similar to RK3576 in terms of supported graphics standards, but has a higher OpenCL version (2.2 vs. 2.1), and its unique shader core and layered tiler structure may make it superior in graphics processing capabilities and better able to cope with complex graphics rendering tasks.&lt;/p&gt;

&lt;h2&gt;
  
  
  3. NPU performance
&lt;/h2&gt;

&lt;p&gt;RK3576: has a computing power of 6 TOPS*@INT8, supports int4/int8/int16/FP16/BF16/TF32 operations, and supports deep learning frameworks such as TensorFlow, Caffe, Tflite, Pytorch, Onnx NN, Android NN, etc.&lt;/p&gt;

&lt;p&gt;RK3588: also has a computing power of 6 TOPS @int8, and also supports multiple data types and deep learning frameworks, which is basically the same as RK3576.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;In terms of NPU computing power and support for deep learning frameworks, the two perform equally and can meet the needs of common artificial intelligence tasks, such as speech recognition, image recognition, etc.&lt;/p&gt;

&lt;h2&gt;
  
  
  4. Memory support
&lt;/h2&gt;

&lt;p&gt;RK3576: supports 32-bit LPDDR4/LPDDR4X/LPDDR5, and also supports eMMC5.1, SDIO3.0 and SFC and UFS v2.0.&lt;/p&gt;

&lt;p&gt;RK3588: supports 54-bit LPDDR4/LPDDR4x/LPDDR5, supports eMMC5.1 with HS400, SDIO3.0 with HS200, and also supports NMe and SFC.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 has a wider memory bit width (54-bit vs. 32-bit), which may have an advantage in memory data transfer speed. At the same time, its high-speed mode support for eMMC and SDIO may also make it perform better in the read and write performance of storage devices.&lt;/p&gt;

&lt;h2&gt;
  
  
  V. Multimedia performance
&lt;/h2&gt;

&lt;p&gt;RK3576: In terms of video decoding, it supports H.265 HEVC Main10 L5.1 yuv444 up to 4K 120fps, H.264 AVC High10 L5.1 yuv422 up to 4K 60fps and other formats; in terms of video encoding, it supports 4K@60fps H.264/H.265 video encoders.&lt;/p&gt;

&lt;p&gt;RK3588: It has stronger video decoding capabilities and supports H.265/H.264/VP9/AVI/AVS2 video decoders, up to 8K@60fps, such as H.264 AVC/MVC Main10 L5.0 up to 8K@30fps, VP9 Profile0/2 L6.1 up to 8K@60fps, etc.; in terms of video encoding, it also supports 8K@30fps H.264/H.265 video encoders and other formats of 4K@60fps.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 is significantly better than RK3576 in video decoding format support and resolution, and can meet the needs of higher-definition video playback. In terms of video encoding, RK3588 also has certain advantages, especially in 8K video encoding.&lt;/p&gt;

&lt;h2&gt;
  
  
  VI. Video Input Capability
&lt;/h2&gt;

&lt;p&gt;RK3576: 16M Pixel ISP with HDR and 3DNR, three-way MIPI CSI-2 with 4-channel interface and 16-bit DVP interface, up to 150MHz.&lt;/p&gt;

&lt;p&gt;RK3588: 48M Pixel ISP with HDR and 3DNR, multiple MIPI CSI-2 and DVP interface combinations (such as 4×4lanes or 4×2lanes + 2×4lanes), HDMI 2.0 input can reach 4K@60fps.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance Comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 has a higher pixel ISP resolution (48M vs. 16M), and may be better in the flexibility of the video input interface, and can adapt to more different video input sources and scenarios.&lt;/p&gt;

&lt;h2&gt;
  
  
  VII. Display Capability
&lt;/h2&gt;

&lt;p&gt;RK3576: Supports multiple displays up to (4K@120 + 2.5K@60 + 2K@60), with multiple interfaces such as HDMI v2.1/ eDP v1.3 combination interface, MIPI DSI 4-channel, DP v1.4 and USB 3.0 combination (Type-C) interface.&lt;/p&gt;

&lt;p&gt;RK3588: Its display engine supports up to 8K, with dual HDMI2.1/eDP V1.4 combination interface, dual MIPI-DSI TX 4-channel and dual DP v1.3 embedded USB 3.1 with audio and HDCP2.x.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance Comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 supports higher display resolution (8K vs. 4K in the highest combination display), and may be more advanced in the versions and related features of HDMI and DP interfaces, and can provide better display effects.&lt;/p&gt;

&lt;h2&gt;
  
  
  8. Audio Interface
&lt;/h2&gt;

&lt;p&gt;RK3576: has 5 SAI interfaces, supports I2S/thM/PCM mode, SPDIF TX and SPDIF RX, PDMO/PDM1 with 8 channels, dual 2-channel and dual 4-channel ASRC, and digital audio codec with 2 channels.&lt;/p&gt;

&lt;p&gt;RK3588: has 12S0/12S1 with 8 channels, 12S2/12S3 with 2 channels, SPDIF0/SPDIF1, PDMO/PDM1 with 8 channels, digital audio codec with 2 channels and VAD (Voice Activity Detection).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance Comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Both have rich audio interfaces, but RK3588 has added VAD function, which may have better intelligence and pertinence in audio processing.&lt;/p&gt;

&lt;h2&gt;
  
  
  IX. High-speed interface
&lt;/h2&gt;

&lt;p&gt;RK3576: has PCIe2.1/SATA3 combination interface (with one data channel), PCIe2.1/SATA3/USB3.0 combination interface (with one data channel) and two RGMII interfaces.&lt;/p&gt;

&lt;p&gt;RK3588: has dual-port USB3.1 (with typeC and DP), dual-port USB2.0 OTG and dual-port USB2.0 host, PCIe 3.0 (with multiple channel configurations), three-port PCIe 2.0/SATA 3.0 and dual RGMII interfaces.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 is more advanced in USB interface, has dual-port USB3.1 and supports more functions, while the configuration of PCIe interface is more flexible and diverse, and may have better scalability and performance in high-speed data transmission and device connection.&lt;/p&gt;

&lt;h2&gt;
  
  
  10. Security
&lt;/h2&gt;

&lt;p&gt;RK3576: It has ARM TrustZone security extension, secure boot and JTAG, as well as key ladders and multiple encryption algorithms (such as RSA 4096, AES 256, SHA-512…), and supports HDCP 2.x for HDMI and DP/eDP.&lt;/p&gt;

&lt;p&gt;RK3588: It has ARM Trustzone security extension and secure boot, and also supports HDCP 2.x for HDMI and DP/eDP.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3576 has a more detailed security configuration. In addition to basic secure boot and TrustZone extension, it also has key ladders and richer encryption algorithm support.&lt;/p&gt;

&lt;h2&gt;
  
  
  11. SDK support
&lt;/h2&gt;

&lt;p&gt;RK3576: Supports Linux and Android.&lt;/p&gt;

&lt;p&gt;RK3588: Supports Linux 5.10 and Android 12.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;RK3588 is more advanced in Linux version (Linux 5.10 vs. an unspecified version of Linux), and the Android version is also higher (Android 12 vs. an unspecified version of Android), which may have certain advantages in software development and system compatibility.&lt;/p&gt;

&lt;h2&gt;
  
  
  12. Package and other features
&lt;/h2&gt;

&lt;p&gt;Package information&lt;/p&gt;

&lt;p&gt;RK3576: The package information is FCCSP698L (16.1x17.2mm, pitch: 0.6mm).&lt;/p&gt;

&lt;p&gt;RK3588: The package is FCBGA108BL Body. 23mm x 23mm, and the ball pitch is 0.55mm.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance comparison&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The two have different packaging forms, sizes and ball pitches, which may affect the layout and welding process of the chip on the circuit board, as well as heat dissipation and other performance.&lt;/p&gt;

&lt;p&gt;RK3588 and RK3576 are different in many aspects. RK3588 has stronger overall performance, especially in video encoding and decoding, display, memory support and high-speed interface, and is suitable for high-end application scenarios with high performance requirements. Although RK3576 is slightly inferior in some performance indicators, it has a higher cost-effectiveness while maintaining certain performance.&lt;/p&gt;

&lt;h2&gt;
  
  
  13. rk3588 development board vs rk3576 development board
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;ArmSoM-Sige7 RK3588 development board&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;ArmSoM-Sige7 uses Rockchip’s latest flagship RK3588, an eight-core 64-bit processor with a maximum main frequency of 2.4GHz, 6 TOPS NPU, and supports up to 32GB RAM.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff4krogvmvp7y8mi3os04.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ff4krogvmvp7y8mi3os04.png" alt="rk3588 development board" width="800" height="321"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;ArmSoM-Sige5 RK3576 development board&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;ArmSoM-Sige5 adopts the second-generation 8nm high-performance AIOT platform Rockchip RK3576, 6 TOPS computing power NPU, supports up to 16GB large memory, supports 4K video encoding and decoding, provides dual Gigabit network ports, WiFi 6 &amp;amp; BT5 and other rich interfaces, multiple video outputs, compatible with multiple operating systems, suitable for ARM-based PCs, edge computing devices, personal mobile Internet devices and other digital multimedia applications.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6pwtsxb035uu5j3j9aij.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6pwtsxb035uu5j3j9aij.png" alt="rk3576 development board" width="800" height="321"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>opensource</category>
      <category>linux</category>
    </item>
    <item>
      <title>RK3576 Brief datasheet</title>
      <dc:creator>as-jackson</dc:creator>
      <pubDate>Tue, 29 Oct 2024 09:40:24 +0000</pubDate>
      <link>https://forem.com/as-jackson/rk3576-brief-datasheet-499o</link>
      <guid>https://forem.com/as-jackson/rk3576-brief-datasheet-499o</guid>
      <description>&lt;p&gt;Let's first introduce the detailed specifications of Rockchip RK3576  Datasheet&lt;/p&gt;

&lt;h2&gt;
  
  
  RK3576 Brief datasheet
&lt;/h2&gt;

&lt;p&gt;A low power, high performance AloT processor&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
    &lt;thead&gt;
        &lt;tr&gt;
            &lt;th&gt;Features&lt;/th&gt;
            &lt;th&gt;RK3576&lt;/th&gt;
      &lt;/tr&gt;
    &lt;/thead&gt;
    &lt;tbody&gt;
        &lt;tr&gt;
            &lt;th&gt;CPU&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;Quad Cortex-A72 and quad Cortex-A53 &lt;/li&gt;
&lt;li&gt;1M8 unifed L2 cache for Cortex-A72&lt;/li&gt;
&lt;li&gt;512KB unified L2 cache for Cortex-A53&lt;/li&gt; &lt;li&gt;ARM cortex MO for user application&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;GPU&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;ARM Mali G52 MC3&lt;/li&gt;
&lt;li&gt;OpenGL Es 1.1, 2.0 and 3.2, 0pencL 2.1, Wulkan 1.2&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;NPU&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;6 TOPS*@INT8&lt;/li&gt;
&lt;li&gt;Support int4/int8/int16/FP16/BF16/TF32&lt;/li&gt;
&lt;li&gt;Support deep learning frameworks: TensorFlow, Caffe,Tfite, Pytorch, Onnx NN, Android NN, etc&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Memory&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;32-bit LPDDR4/LPDDR4X/LPDDR5&lt;/li&gt;
&lt;li&gt;eMMC 5.1, SDIO 3.0 and SFC&lt;/li&gt;
&lt;li&gt;UFS v2.0&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Multimedia&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;H.265 HEVC Main10 L5.1 yuv444: 4K 120fps&lt;/li&gt;
&lt;li&gt;H.264 AVC High10 L5.1 yuv422: 4K 60fps&lt;/li&gt;
&lt;li&gt;H.264 MVC up to 1080P 60fps&lt;/li&gt;
&lt;li&gt;VP9 Profile0/2 L5.1: 4K 120fps&lt;/li&gt;
&lt;li&gt;AVS2 Profile0/2 L10.2.6: 4K 120fps&lt;/li&gt;
&lt;li&gt;AV1 Main10 L5.3: 4K 120fps&lt;/li&gt;
&lt;li&gt;4K@60fps video encoders for H.264/H.265&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Video Input&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;16M Pixel ISP with HDR &amp;amp; 3DNR&lt;/li&gt;
&lt;li&gt;Triple MIPI CSI-2 with 4-lane interfaces&lt;/li&gt;
&lt;li&gt;16-bit DVP interface, up to 150MHz&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Display&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;Multiple display up to (4K@120 + 2.5K@60 + 2K@60)&lt;/li&gt;
&lt;li&gt;HDMI v2.1/ eDP v1.3 Combo interface&lt;/li&gt;
&lt;li&gt;MIPI DSI, 4 lanes&lt;/li&gt;
&lt;li&gt;DP v1.4 and USB 3.0 combo (Type-C) interface&lt;/li&gt;
&lt;li&gt;Parallel output interface&lt;/li&gt;
&lt;li&gt;EBC output interface&lt;/li&gt;
&lt;li&gt;Picture Quality post-process module&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Audio Interface&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;5x SAI interfaces, support I2S/thM/PCM mode&lt;/li&gt;
&lt;li&gt;SPDIF TX and SPDIF RX&lt;/li&gt;
&lt;li&gt;PDMO/PDM1 with 8 channels&lt;/li&gt;
&lt;li&gt;Dual 2-ch and dual 4-ch ASRC&lt;/li&gt;
&lt;li&gt;Digital Audio Codec with 2 channels&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;High Speed Interface&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;PCIe2.1/SATA3 combo interface with one data lane&lt;/li&gt;
&lt;li&gt;PCIe2.1/SATA3/USB3.0 combo interface with one data lane&lt;/li&gt;
&lt;li&gt;2x RGMII interfaces&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Industry&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;2x CAN FD&lt;/li&gt;
&lt;li&gt;16-bit DSMC (Double Data Rate Serial Memory Controller)&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Security&lt;/th&gt;
            &lt;th&gt;
&lt;li&gt;ARM TrustZone security extension&lt;/li&gt;
&lt;li&gt;Secure boot and JTAG&lt;/li&gt;
&lt;li&gt;Key ladder&lt;/li&gt;
&lt;li&gt;Crypto (RSA 4096, AES 256, SHA-512...)&lt;/li&gt;
&lt;li&gt;HDCP 2.x for HDMI and DP/eDP&lt;/li&gt;
&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;SDK&lt;/th&gt;
            &lt;th&gt;&lt;li&gt;Linux and Android&lt;/li&gt;&lt;/th&gt;
        &lt;/tr&gt;
        &lt;tr&gt;
            &lt;th&gt;Others&lt;/th&gt;
            &lt;th&gt;&lt;li&gt;Package Information: FCCSP698L(16.1x17.2mm, pitch: 0.6mm)&lt;/li&gt;&lt;/th&gt;
        &lt;/tr&gt;
    &lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h3&gt;
  
  
  RK3576 Block Diagram
&lt;/h3&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6x2etd25x0t5i3lqrqrr.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6x2etd25x0t5i3lqrqrr.png" alt="rk3576 block diagram" width="800" height="682"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  RK3576 Typical Application Diagram-AloT
&lt;/h3&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwdz37s8zeh5a452g8rfv.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwdz37s8zeh5a452g8rfv.png" alt="rk3576 typical" width="792" height="405"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  RK3576 SBC Introduction
&lt;/h2&gt;

&lt;h3&gt;
  
  
  ArmSoM-Sige5 RK3576 SBC
&lt;/h3&gt;

&lt;p&gt;ArmSoM-Sige5 adopts the second-generation 8nm high-performance AIOT platform Rockchip RK3576, with a 6 TOPS computing power NPU and support for up to 16GB of large memory. It supports 4K video encoding and decoding, offers rich interfaces including dual gigabit Ethernet ports, WiFi 6 &amp;amp; BT5, and various video outputs. Compatible with multiple operating systems, it is suitable for ARM-based PCs, edge computing devices, personal mobile internet devices, and other digital multimedia applications.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frbv1lp78ogwbtubei0wz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frbv1lp78ogwbtubei0wz.png" alt="rk3576 sige5" width="800" height="321"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;More details：&lt;a href="https://docs.armsom.org/armsom-sige5" rel="noopener noreferrer"&gt;https://docs.armsom.org/armsom-sige5&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  ArmSoM-CM5 RK3576 Compute Module
&lt;/h3&gt;

&lt;p&gt;The ArmSoM-CM5 is a Compute module powered by the Rockchip RK3576 second-generation 8nm high-performance AIOT platform. It integrates a quad-core Cortex-A72 @ 2.2GHz and a quad-core Cortex-A53 @ 1.8GHz, along with a dedicated NEON co-processor, a 6 TOPS NPU, and supports up to 16GB of large memory. It supports 4K video encoding and decoding, features a rich set of interfaces, and supports various operating systems.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8s4cmos9v4pr95bdlbao.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F8s4cmos9v4pr95bdlbao.png" alt="rk3576 CM5" width="800" height="264"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;more details：&lt;a href="https://docs.armsom.org/armsom-cm5" rel="noopener noreferrer"&gt;https://docs.armsom.org/armsom-cm5&lt;/a&gt;&lt;/p&gt;

&lt;h3&gt;
  
  
  RK3576 Linux mainline support
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Add rk3576 armsom-sige5 board: &lt;a href="https://patchwork.kernel.org/project/dri-devel/patch/20240903152308.13565-10-detlev.casanova@collabora.com/" rel="noopener noreferrer"&gt;https://patchwork.kernel.org/project/dri-devel/patch/20240903152308.13565-10-detlev.casanova@collabora.com/&lt;/a&gt; &lt;/li&gt;
&lt;/ul&gt;

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