dialect© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. TVM Overview Framework Graph Mxnet TF …. parsers Relay Graph Target-independent Relay passes Target-optimized graph .. More targets AutoTVM – Tuning the kernels Optimized Binary Codegen – LLVM, Cuda, C, … Framework Parsers Graph level optimizations Tensor-level optimizations Machine code generation© 2019, Amazon reserved. Quantization Appraoches in TVM Framework FP32 Graph MXNet Parser TF parser …. Relay FP32 Graph Relay Automatic Quantization Relay Int8 Graph Framework Pre-quantized Graph MXNet Parser TF Parser

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 6.2 Web framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40 Python Module Index 257 Index 259 iiiTornado Documentation, Release 6.5.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. By using non-blocking network available in PDF and Epub formats. 6.1 User’s guide 6.1.1 Introduction Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. By using non-blocking network

Unlimited. 14-0391ii Executive Summary The Department of Defense (DoD) needs an acquisition framework for information technology (IT) that can keep pace with rapidly changing technologies and operations time to employ. This guide is intended to show how the DoD could tailor the Defense Acquisition Framework to benefit from Agile development best practices. To succeed with an Agile approach, program managers (DoD) program managers and executives have struggled for years to tailor the Defense Acquisition Framework to promote delivery of information technology (IT) capabilities in small, frequent releases – the

A model tries to represent reality Framework is a way of looking at reality Not a modelCategorization Frameworks Categorization Frameworks - the framework proceeds the data • Put the data in exploitation; not for exploration & change Sense-making Frameworks Sense-making framework - the data proceeds the framework • Capture the data • Patterns emerge from the data • Provides context and

Tornado [https://www.tornadoweb.org] is a Python web framework and asynchronous networking library, originally developed at FriendFeed [https://en.wikipedia.org/wiki/FriendFeed]. By using non-blocking Tornado web application Templates and UI Authentication and security Running and deploying Web framework tornado.web — RequestHandler and Application classes tornado.template — Flexible output generation Debug mode and automatic reloadingIntroduction Tornado [http://www.tornadoweb.org] is a Python web framework and asynchronous networking library, originally developed at FriendFeed [https://en.wikipedia.

Agile Transparency 1 Nick Wenner Clean Code - Book Overview 2 Kyle Baardson SAFe: Scaled Agile Framework 3 Brandon McAllister Automation 2 Eric Collins The Servant: Agile Book Club 1 Ron Horner Kanban Story Points 4 Jason Wohlgemuth Agile Front-end Automation 4 Kyle Baardson SAFe: Scaled Agile Framework 3 Josh Sagucio Collaborative Work Environments 3 Nick Tuck Assuring Quality 3 Josh Wade Cyber

and Solving Problems a. Fact – Things will go wrong in Operations! i. 2001 Microsoft Operation Framework study found the best-performing organization were better at diagnosing & fixing service incidents creation, etc. iii. Use telemetry to measure outcomes iv. Etsy open-sourced their experimentation framework – Feature API e. INTEGRATE A/B TESTING INTO OUR FEATURE PLANNING i. Product owners should consider

scaledagileframework.com  SAFe in 7 minutes - https://www.youtube.com/watch?v=RXzurBazN-I Scaled Agile Framework (SAFe): Dean Leffingwell - Agile Software Requirements: Lean Requirements for Teams Programs and

Agile Transparency Nick Wenner Clean Code - Book Overview Kyle Baardson SAFe': Scaled Agile Framework Brandon MCcAllister Automation Sep 2014 Eric Collins The Servant: Agile Book

Hardware CuDNN NNPack MKL-DNN Hand optimized Open source, automated end-to- end optimization framework for deep learning.TVM Stack High-Level Differentiable IR Tensor Expression and Optimization