提交 ddfac7b5 编写于 作者: L Liangliang He

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mobile heterogeneous computing platforms. The design is focused on the following mobile heterogeneous computing platforms. The design is focused on the following
targets: targets:
* Performance * Performance
* The runtime is highly optimized with NEON, OpenCL and Hexagon. Except for the * The runtime is highly optimized with NEON, OpenCL and Hexagon, and
inference speed, the initialization speed is also intensively optimized. [Winograd algorithm](https://arxiv.org/abs/1509.09308) is introduced to
speed up the convolution operations. Except for the inference speed, the
initialization speed is also intensively optimized.
* Power consumption * Power consumption
* Chip dependent power options are included as advanced API. * Chip dependent power options like big.LITTLE scheduling, Adreno GPU hints are
included as advanced API.
* Memory usage and library footprint * Memory usage and library footprint
* Graph level memory allocation optimization and buffer reuse is supported. * Graph level memory allocation optimization and buffer reuse is supported.
The core library tries to keep minium external dependencies to keep the
library footprint small.
* Model protection * Model protection
* Model protection is one the highest priority feature from the beginning of * Model protection is one the highest priority feature from the beginning of
the design. Various techniques are introduced like coverting models to C++ the design. Various techniques are introduced like coverting models to C++
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