Michael Yang Email & Phone Number

中国 北京市

中国 北京

• project: •• zhouyi_z1, z2, z3• Operators Architecture design。 •• Standard Development Schedule. •• Low-level std •• basic class, type, functions, interface, •• define interfaces with external teams including parser, quantization, build, simulator, toolchain.• Support •• Manage demands and dispatch tasks. •• develop tools •• wiki management, and training.• Model Delivery •• FCN, Deeplab, MTCNN, DetNets. E2E Development. •• Transformer, In charge of E2E, mainly on operators.• Operators Dev •• develop corresponding operators in mainstream framework, including Tensorflow, caffe, onnx, nnapi(android), armnn •• develop parts of operators including convs, poolings, injectives, norms, shuffles, sorts.• optimize the performance of operators and network. •• optimize on algorithm-level •• design scheduling, partition, and tile strategy •• optimize pipelines by utilizing pingpong, memcpy vs computing, cache access vs computing. •• optimize DDR footprint, config time, burst efficiency. •• optimize computing such as cache access, vliw parallel, instruction replace. •• other opt based on hardware performance.• Achievement： •• Excellence in 2019，top 20%. AI-Start Award. •• Outstanding in 2020, top 5%. Excellent in 2021. top 20% Excellent in 2022. top 20%

Beijing, China

project L2 ADAS autonomous project.basic math lib using C. rewrite polynomial fitting least square method for other departments(C) Develop B-spline curve fitting algorithm.Developing Selective Search Algorithm Using Bing algorithm to provide vehicle candidate area. The speed of the original algorithm is increased by more than 10 times. Developing vehicle detection Algorithm implement SURFCascade without 3-party lib. Training analysis results. Using AUC estimator. Application. develop vehicle detection algorithm surf cascade 0.00008ms per windows 1280 x 720 images < 2ms. optimize strategy, algorithm, coding, instructions. refactor Integra image, surf feature extraction.

Face Recognition ， Face detect ， Face Alignment ,C++, Matlab, Linux ，GCCMakeFile, VS