GAPflow

GAPflow In this video tutorial, we take you through GAPflow, a set of tools released by GreenWaves Technologies which allows users to easily port neural networks and other complex algorithms into their GAP chips. GAPflow accelerates the deployment of NNs on GAP while ensuring high-performance and low-energy consumption on GAP processors. The GAPflow toolset [...]

2020-10-15T15:02:12+00:00

Automated design intelligence with GAPflow: overview and benchmarks on GAP8

Automated design intelligence with GAPflow Overview and benchmarks on GAP8 Recent advances in Deep Learning (DL) have opened new perspectives in many application domains. Now, we are able to embed DL enabled features into everyday objects, e.g. wearable cameras that recognize objects, voice-controlled headsets or even flying sensors monitoring large areas in agricultural [...]

2020-08-14T14:27:16+00:00

Face Identification on a mW power budget

Face Identification on mW power budget using GAP8 Face Identification has attracted a lot of press relating to uses in security applications. It is, however, an interesting feature in many applications. Identifying the owner of a device versus another person can have many uses in creating user experiences. [...]

2019-12-20T10:19:55+00:00

GAP8 SDK V3.0

New GAP8 SDK V3.0 release from GreenWaves Technologies NEW FEATURES NNTool New flow for neural networks which is replacing tf2gap8. This allows mapping high-level graphs (e.g. from Keras) directly to gap8 with automatic quantization. PMSIS New system layer to have portable Gap applications accross several operating systems. This comes [...]

2019-10-17T14:17:26+00:00

GAPPoc : A family of GAP8-centric Proof Of Concept boards for edge AI

GAPPoc : A family of GAP8-centric Proof Of Concept boards for edge AI Our GAP8 application processor chip is great at analyzing and understanding data from IoT sensors, from the simplest to the most complex, in a very tight power envelope – from a few tens of milliwatt in active [...]

2019-08-23T17:28:46+00:00

GAP8 CNN Benchmarks

GAP8 CNN Benchmarks The GAP8 CNN Benchmark package provides a test suite to evaluate the performance and energy efficiency of GAP8's cluster on a representative subset of Convolution Neural Networks (CNN) Layers. This guide shows you how to run the benchmarks and check cycle and energy results. Benchmarks Description Here [...]

2020-06-15T09:31:51+00:00

GAP8 SDK V2.1

New GAP8 SDK release from GreenWaves Technologies Release V2.1 of the GAP8 SDK is now available on Github athttps://github.com/GreenWaves-Technologies/gap_sdkThe headline changes in this SDK are …- The addition of an instruction accurate simulator for GAP8 based on the PULP GVSOC project. This simulator greatly simplifies development by allowing code to be [...]

2019-04-12T11:56:57+00:00
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