Black Sesame Technologies announced ShanHai AI development platform, which is an open, extensible,
and easy-to-use platform based on HuaShan series autonomous driving ASIC, to AI algorithm engineers for an efficient development experience.
Extensibility
Support TensorFlow 1.x, 2.x Al framework
Support PyTorch Al framework
Support migration and compatibility of ONNX framework
Support DSP low power consumption models and DSP+ high performance models
High precision
TensorFlow/PyTorch Quantization Aware Training (QAT)
Support post training quantization of weights and activations
High precision, symmetric/asymmetric quantization solution
Analysis of quantization precision loss and optimization
Completeness
A complete toolchain covers from training to hardware implementation
A Model Zoo with 50+ AI models in classification and objective detection, semantics segmentation
Support virtualized development environment and emulation and performance evaluation.
Process hardware performance and utilization analysis
Flexibility
Full automatic multi-level scripts, visualization tool and extensive API documentations
Flexible deployment with docker images, Jupiter Notebook or WebServices
Custom Operators development through the DSP engine.
JIT compiling mode assisted by DSP