nvdla compression

sparse compression. The activation formats supported by DLA engine includes: feature data format. pixel format (ROI inpu...

nvdla compression

sparse compression. The activation formats supported by DLA engine includes: feature data format. pixel format (ROI input). , CDMA支持多种格式的数据输入,包括Pixel data /Feature data /Uncompressed/compressed weight /WMB /WGS等。CDMA具有两个读通道,AXI接口 ...

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nvdla compression 相關參考資料
Hardware Architectural Specification — NVDLA Documentation

Support for sparse weight compression saves memory bandwidth. Built-in Winograd convolution support improves compute efficiency for certain sizes of filters.

http://nvdla.org

In-memory data formats — NVDLA Documentation - NVDLA.org

sparse compression. The activation formats supported by DLA engine includes: feature data format. pixel format (ROI input).

http://nvdla.org

Learning NVDLA Notes by Junning - GitHub

CDMA支持多种格式的数据输入,包括Pixel data /Feature data /Uncompressed/compressed weight /WMB /WGS等。CDMA具有两个读通道,AXI接口 ...

https://github.com

NVDLA Primer — NVDLA Documentation - NVDLA.org

Weight compression. NVDLA has a mechanism to reduce memory bandwidth by sparsely storing convolution weights. This feature can be disabled to save area.

http://nvdla.org

NVDLA Verification Suite User Guide — NVDLA Documentation

Minor functions within major hardware pipeline. For example, in convolution pipeline, there are weight compression, dilation etc. Optional. PRECISION. Specify ...

http://nvdla.org

Programming Guide — NVDLA Documentation - NVDLA.org

Multi-Batch mode. A method to improve MAC efficiency when atomic number in one stripe operation is too small (e.g.: InnerProduct layer). Weight compression.

http://nvdla.org

Scalability parameters and ConfigROM - NVDLA.org

Support of the optimization feature of weight compression. Disable this can save area of CSC/CMAC/CACC. YES. NO. NVDLA_MAC_ATOMI C_C_SIZE.

http://nvdla.org

the nvidia deep learning accelerator - Hot Chips conference

Industry standard formats and parameterized. NVDLA — NVIDIA Deep Learning Accelerator ... 2 RAM interfaces. Integrated controller. Weight compression …

https://www.hotchips.org

Unit Description — NVDLA Documentation - NVDLA.org

Feature data. Uncompressed/compressed weight. WMB. WGS. Two read channels connect from CDMA to the AXI interface. These ...

http://nvdla.org

一夜回到解放前——掀起「NVDLA」的蓋頭來(Nvidia剛發布的 ...

NVDLA是NVIDIA Deep Learning Accelerator的簡稱(瞎猜的),由NVIDIA公司 ... 當然是sparsity compression,這個已經爛大街了,我就不絮叨了。

https://kknews.cc