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Add week08 links
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README.md

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- Seminar: Gradient checkpointing and tensor parallelism in practice.
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- [__Week 7:__](./week07_application_deployment) __Python web application deployment__
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- Lecture/Seminar: Building and deployment of production-ready web services. App & web servers, Docker, Prometheus, API via HTTP and gRPC.
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- __Week 8:__ __Software for serving neural networks__
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- [__Week 8:__](./week08_inference_software) __Software for serving neural networks__
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- Lecture/Seminar: Different formats for packing NN: ONNX, TorchScript, IR. Inference servers: OpenVINO, Triton. ML on client devices: TfJS, ML Kit, Core ML.
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- [__Week 9:__](./week09_compression) __Efficient model inference__
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- Lecture: Efficient Architectures, Knowledge distillation, Pruning, Quantization, Matrices decompositions.

week08_inference_software/README.md

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# Inference software
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# Week 8: Inference software
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* Slides: [link](./slides.pdf), video (in Russian): TBD
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* Lecture/practice: [slides](./slides.pdf), [video](https://disk.yandex.ru/i/hnE2oRYoS-2zqA)
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Run `jupyter notebook` to open `.ipynb` files and execute `docker-compose up` to run each stand.

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