PyMTL - an open-source python-based unified framework for multi-level hardware modeling and vertically integrated computer architecture research.

PyMTL that aims to close this computer architecture research methodology gap by providing a unified design environment for functional-level (FL), cycle-level (CL), and register-transfer-level (RTL) modeling. PyMTL leverages the Python programming language to create a highly productive domain-specific embedded language for concurrent-structural modeling and hardware design.

A custom JIT engine automatically generates optimized C++ for CL and RTL models. To reduce the performance impact of the remaining unspecialized code, Sim JIT combines with an off-the-shelf Python interpreter with a meta-tracing JIT compiler (PyPy). Sim JIT+PyPy provides speedups of up to 72× for CL models and 200× for RTL models.

◦ Paper
◦ Tutorial + Examples
◦ Sources

#PyMTL #JIT #framework #python #modeling #verilator

FPG𝔸SIC

PyMTL - an open-source python-based unified framework for multi-level hardware modeling and vertically integrated computer architecture research.

PyMTL that aims to close this computer architecture research methodology gap by providing a unified design environment for functional-level (FL), cycle-level (CL), and register-transfer-level (RTL) modeling. PyMTL leverages the Python programming language to create a highly productive domain-specific embedded language for concurrent-structural modeling and hardware design.

A custom JIT engine automatically generates optimized C++ for CL and RTL models. To reduce the performance impact of the remaining unspecialized code, Sim JIT combines with an off-the-shelf Python interpreter with a meta-tracing JIT compiler (PyPy). Sim JIT+PyPy provides speedups of up to 72× for CL models and 200× for RTL models.

◦ Paper
◦ Tutorial + Examples
◦ Sources

#PyMTL #JIT #framework #python #modeling #verilator

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1.8K viewsedited  Jun 27, 2019 at 16:51