[和| Alibaba AL.Labs 阿里巴巴人工智能实验室 AiILabs & TVM PART 1 : ARM32 CPU CONTENT PART 2 : HIFI4 DSP PART 3 : _ PowervVR GPU [和| Alibaba AL.Labs 阿里巴巴人工智能实验室 ARM 32 CPU Resolution Quantization Orize Resolution 1. GEMM Tensorize (10x speed up) 2. HIFI4 Program (don't need dlopen) Serial Communication HIFI4 DSP HIFI4 DSP HIFI4 DSP [和| Alibaba AL.Labs 阿里巴巴人工智能实验室 PowerVR

PRESENTATION AGENDA 人 人 e 人 e@ TVM Q@ AliOs Overview TVM @ AliOs ARM CPU TVM @ AliOos Hexagon DSP TVM @ Alios Intel GPU Misc /NiiOS ! 驱动万物智能 PART ONE TVM Q@ AliOs Overview AiOS 1驱动万物智能 AliOs overview TFLite Quantized Support 1.61X MobilenetVl TFlite TV Hexagon DSP | 1.27X MobilenetV1 upport 1.12X Mobilenet V1 Multimodal Interection CPU (ARM、Intel) 1驱动万物智能 Accelerated Op Library / Others Inference Engine DSP (Qualcomm) PART TWO Alios TVM @ ARM CPU AiOS 1驱动万物智能 Alios TVMQOARM CPU 。 Support TFLite ( Open

hikey960 (mali g71) N/A FPGA vta pynq, ultra96 N/A sdaccel Out-of-tree support or WIP: Hexagon DSP (via llvm), Ascend NPU, and more Green: Linaro 96BoardsLinaro for TVM ● Linaro AI/ML group can be organized way ○ Arm - Cortex-A/Cortex-M/Neoverse CPU, Mali GPU, Ethos NPU ○ Qualcomm - Hexagon DSP, Adreno GPU ○ Hisilicon, Xilinx, NXP, TI, ST, Fujitsu, Riken, and etc ● Collaborations between Arm

pre-allocated audio objects to add sound to your scenes. This mecanism allows to limit the maximum DSP usage on the OSC server. • user listener / viewer: these flag allow to associate BlenderVR users (viewers)

pre-allocated audio objects to add sound to your scenes. This mecanism allows to limit the maximum DSP usage on the OSC server. user listener / viewer: these flag allow to associate BlenderVR users (viewers)

electrical effect on the schematic. The image below shows graphic lines and text ("COMMUNICATION DSP") in addition to symbols and several types of labels. Text and Text Boxes Two kinds of text can

electrical effect on the schematic. The image below shows graphic lines and text ("COMMUNICATION DSP") in addition to symbols and several types of labels. Text and text boxes Two kinds of text can

electrical effect on the schematic. The image below shows graphic lines and text ("COMMUNICATION DSP") in addition to symbols and several types of labels. Text and text boxes Two kinds of text can

使用图形化的网络类分配。 图形项目 文字、图形和图像可以被添加到原理图中，用于记录。这些项目对原理图没有任何电气影响。 下面的图片除了符号和几种类型的标签外，还显示了图形线和文字（"COMMUNICATION DSP"）。 37 文本和文本框 有两种文本可以被添加到原理图中，它们被称为文本（ ）和文本框（ ）。两者都是使用右侧工具栏中各自的 按钮添加的。 这两种文本项目都支持多行文本和基本的格式化功能

图形对象 文字、图形和图像可以被添加到原理图中，用于文档的目的。这些对象对原理图没有任何电气影响。 下面的图片除了符号和几种类型的标签外，还显示了图形线和文字（"COMMUNICATION DSP"）。 Text and text boxes Two kinds of text can be added to schematics, which are referred to as text