All rights reserved. Animesh Jain Amazon SageMaker Neo Compilation of Quantized Models in TVM AWS AI© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Quantization Overview • reserved. QNN Conv2D Operator • Calculations are different from FP32 Conv2D https://discuss.tvm.ai/t/tf-lite-quantized-conv2d-operator-conversion/2651/8 𝑟𝑒𝑎𝑙_𝑣𝑎𝑙𝑢𝑒 = 𝒔𝒄𝒂𝒍𝒆 ∗ (𝑞𝑢𝑎� reserved. Accuracy© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Performance Comparison • Metric – Latency in ms for batch size = 1 • 1.7x speedup on Inception asymmetric

value in the box in the left corner and press Update Values. ボード クラス Performance Classes In IPC-6011 have been three performance classes established 8 Class 1 General Electronic Products: Includes Products: Includes communications equipment, sophisticated business machines, instruments where high performance and extended life is required and for which uninterrupted service is desired but not critical High Reliability Electronic Products: Includes the equipment and products where continued performance or performance on demand is critical. Equipment downtime cannot be tolerated and must function when required

working in HDR! 注釈 Some graphics cards, such as those of the NVidia-brand actually have the best performance under 16bit float, because NVidia cards convert to floating point internally. When it does not color(s) under the brush. It's a very powerful type of brush that gives a lovely painterly effect. Performance wise, it's a bit more demanding and slower than the regular pixel brush. If you remove all paint quickly, the Quick Brush engine is an extremely simple, but quick brush, which can give the best performance of all Brush Engines. It can only change size, blending mode and spacing, and this allows for

possible to allocate space frequently at the beginning, but after the allocation is complete, performance recovers. 3. The Client queries the ChunkServer for the leader ChunkServer node of the copyset used to store file data. Curve-fuse Supports Object storage by S3 apis and CurveBS CurveBS performance considerations 1. CurveBS uses raft as a consistency protocol which requires majority replicas

**** Model of AsIs Processes Completed1 **** Model of AsIs Processes Completed2 *** Measure AsIs performance metrics *** Identify Quick Wins ** Complete innovate phase @endwbs 12.2 Change direction You Model of AsIs Processes Completed1 ****> Model of AsIs Processes Completed2 ***< Measure AsIs performance metrics ***< Identify Quick Wins PlantUML 言語リファレンスガイド (1.2019.6) 109 / 173 12.3 Arithmetic notation

**** Model of AsIs Processes Completed1 **** Model of AsIs Processes Completed2 *** Measure AsIs performance metrics *** Identify Quick Wins ** Complete innovate phase @endwbs 12.2 Change direction You Model of AsIs Processes Completed1 ****> Model of AsIs Processes Completed2 ***< Measure AsIs performance metrics ***< Identify Quick Wins PlantUML 言語リファレンスガイド (1.2019.4) 109 / 167 12.3 Arithmetic notation

**** Model of AsIs Processes Completed1 **** Model of AsIs Processes Completed2 *** Measure AsIs performance metrics *** Identify Quick Wins ** Complete innovate phase @endwbs 12.2 方向の変更 < と > を使うことで、方向を変更できます。 Model of AsIs Processes Completed1 ****> Model of AsIs Processes Completed2 ***< Measure AsIs performance metrics ***< Identify Quick Wins PlantUML 言語リファレンスガイド (1.2019.9) 110 / 174 12.3 算術記号による表記 12

can be unset by prefixing ”no” set ignorecase ” :h ’ic set smartcase ” :h ’scs set autoindent ” :h ’ai set smartindent ” :h ’si set nowrap ” :h ’wrap ”set list ” :h ’list (default nolist) set noerrorbells

antialiasing when using the fallback graphics mode. Enabling this feature may result in poor performance on some hardware. Text editor: Choose a text editor to use when opening text files from the project

all zones in a board (default hotkey ). Zones may be unfilled (default hotkey + ) to improve performance and reduce visual clutter while editing large boards. NOTE By default, zone filling is a manual rule, use NetName instead. Net can be used to compare the nets of two objects with better performance, for example A.Net == B.Net is faster than A.NetName == B.NetName . NetClass string The name