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9.
Cambricon NeuWare development environment
NeuWare fully supports various mainstream programming frameworks (e.g. TensorFlow
、
Caffe
、
PyTorch and MXNet). For the above programming framework, users can easily develop and deploy deep
learning applications on Cambrian MLU290-M5. At the same time, the NeuWare provides a complete
runtime system and driver software to facilitate the rapid integration of the system.
NeuWare also provides a range of tools including application development, function debugging,
performance tuning, etc. Among them, application development tools include machine learning library,
runtime library, compiler, model retraining tool and specific field (such as video analysis field) SDK; function
debugging tools can meet different levels of debugging requirements such as programming framework
and function library; performance tuning tools include performance profiling tools and system monitoring
tools.
1Figure 9.1 Cambricon NeuWare