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refine course 7 ppsx and pdf content (microsoft#30)
* refine course 7 ppsx and pdf content * rm hived word
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README.md

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|4|矩阵运算与计算机体系结构|矩阵运算,CPU/SIMD, GPGPU, ASIC/TPU <br>论文和系统:Blas, TPU|
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|5|分布式训练算法|数据并行,模型并行,分布式SGD <br>论文和系统:PipeDream|
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|6|分布式训练系统|MPI, parameter servers, all-reduce, RDMA <br>论文和系统: Horovod|
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|7|异构计算集群调度与资源管理系统|集群上运行DNN任务:容器,资源分配,调度 <br>论文和系统:Kubeflow, OpenPAI, Gandiva, HiveD|
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|7|异构计算集群调度与资源管理系统|集群上运行DNN任务:容器,资源分配,调度 <br>论文和系统:Kubeflow, OpenPAI, Gandiva|
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|8|深度学习推导系统|效率,延迟,吞吐量,部署 <br>论文和系统:TensorRT, TensorFlowLite, ONNX|
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README_en.md

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|4|Computer architecture for Matrix computation|Matrix computation, CPU/SIMD, GPGPU, ASIC/TPU <br>Papers and systems: Blas, TPU|
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|5|Distributed training algorithms|Data parallelism, model parallelism, distributed SGD <br>Papers and systems: PipeDream|
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|6|Distributed training systems|MPI, parameter servers, all-reduce, RDMA <br>Papers and systems: Horovod|
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|7|Scheduling and resource management system|Running dnn job on cluster: container, resource allocation, scheduling <br>Papers and systems: Kubeflow, OpenPAI,Gandiva, HiveD|
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|7|Scheduling and resource management system|Running dnn job on cluster: container, resource allocation, scheduling <br>Papers and systems: Kubeflow, OpenPAI,Gandiva|
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|8|Inference systems|Efficiency, latency, throughput, and deployment <br>Papers and systems: TensorRT, TensorflowLite, ONNX|
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docs/SystemforAI-7-Platform.pdf

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