1. Continued to update MRT developer documentation, adding introduction to new operator quantization and graph model conversion.2. MRT added support for new operators…
1. Improved CVM and MRT technical documentation and wiki, including the setup tutorial, function design, user interface, and quantization process etc. Refer to CVM-Runtime…
1. Added Golang unit tests for CVM-Runtime.2. For MRT, fixed some existing bugs and improved the technical documentation.3. Fixed OPENMP compilation error for CVM-Runtime…
1. For CVM-Runtime, added Mac OS support, allowing compiling and executing fixed-point framework on Mac.2. For MRT, added MNIST dataset training tutorial; perfected model…
1. Continued to advance the development of the OpenCL in FPGA model, and have so far successfully added support for 12 models.2. Doubled the performance of CVM-Runtime FPGA…
1. Implemented all operators of OpenCL in FPGA and successfully ran 8 models on FPGA hardware; all operators have passed the unit test.2. For MRT, added pre-quantization…
1. Added support for OPENCL device in CVM-Runtime to further support FPGA devices;2. Implemented all operators of OpenCL MNIST, finished running through the…
1. Continued to optimize the quantization accuracy of the TensorFlow model for MRT and fixed some bugs.2. Added operator quantization support for MRT and…