并行计算语言（函数式编程）：Scala Ø 加速方法： Ø 算法的优化 Ø 算法的并行化 Ø CPU: 多核 CPU Ø GPU： 多核处理器 Ø 硬件仿真：算法计算在FPGA里实现，输入和输出在 PC 端实现。 Ø Hardware in the loop simulation 加速计算 (Accelerate Computing) 多核处理器系统 8 Ø HDL：硬件描述语言 (Verilog, VHDL)，通过与或非 Zynq or ZynqMP PetaLinux supported platform 13 • Programmable logic circuits are presented as hardware libraries called overlays. These overlays are analogous to software libraries. A software engineer configurable and re-used as often as possible in many different applications. 解释： Ø PYNQ：软件框架 Ø Hardware library: overlay，硬件IP 库 Ø Software library: 软件库 Ø 通过API 调用 Ø Overlay 怎么产生：需要FPGA 工程师设计 IP Ø

并行计算语言（函数式编程）：Scala Ø 加速方法： Ø 算法的优化 Ø 算法的并行化 Ø CPU: 多核 CPU Ø GPU： 多核处理器 Ø 硬件仿真：算法计算在FPGA里实现，输入和输出在 PC 端实现。 Ø Hardware in the loop simulation 加速计算 (Accelerate Computing) 多核处理器系统 8 Ø HDL：硬件描述语言 (Verilog, VHDL)，通过与或非 Zynq or ZynqMP PetaLinux supported platform 13 • Programmable logic circuits are presented as hardware libraries called overlays. These overlays are analogous to software libraries. A software engineer configurable and re-used as often as possible in many different applications. 解释： Ø PYNQ：软件框架 Ø Hardware library: overlay，硬件IP 库 Ø Software library: 软件库 Ø 通过API 调用 Ø Overlay 怎么产生：需要FPGA 工程师设计 IP Ø

并行计算语言（函数式编程）：Scala ➢ 加速方法： ➢ 算法的优化 ➢ 算法的并行化 ➢ CPU: 多核 CPU ➢ GPU： 多核处理器 ➢ 硬件仿真：算法计算在FPGA里实现，输入和输出在 PC 端实现。 ➢ Hardware in the loop simulation 加速计算 (Accelerate Computing) 多核处理器系统 8 ➢ HDL：硬件描述语言 (Verilog, VHDL)，通过与或非 Zynq or ZynqMP PetaLinux supported platform 13 • Programmable logic circuits are presented as hardware libraries called overlays. These overlays are analogous to software libraries. A software engineer configurable and re-used as often as possible in many different applications. 解释： ➢ PYNQ：软件框架 ➢ Hardware library: overlay，硬件IP 库 ➢ Software library: 软件库 ➢ 通过API 调用 ➢ Overlay 怎么产生：需要FPGA 工程师设计 IP ➢

dist python myscript.py Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: obfucated scripts. Raise PytransformError if license is invalid. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk expected, quit check tickcount, if too long, quit check there is any debugger, if found, quit clear hardware breakpoints if possible restore next function function 2 3. Generate code from function 2 4. Run

dist python myscript.py Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: obfucated scripts. Raise PytransformError if license is invalid. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk expected, quit check tickcount, if too long, quit check there is any debugger, if found, quit clear hardware breakpoints if possible restore next function function 2 3. Generate code from function 2 4. Run

dist python myscript.py Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: obfucated scripts. Raise PytransformError if license is invalid. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk expected, quit check tickcount, if too long, quit check there is any debugger, if found, quit clear hardware breakpoints if possible restore next function function 2 3. Generate code from function 2 4. Run

Documentation, Release 5.6.0 Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: Release 5.6.0 Raise PytransformError if license is invalid. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk quit • check tickcount, if too long, quit • check there is any debugger, if found, quit • clear hardware breakpoints if possible • restore next function function 2 3. Generate code from function 2 4

Documentation, Release 5.5.0 Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: Release 5.5.0 Raise PytransformError if license is invalid. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk quit • check tickcount, if too long, quit • check there is any debugger, if found, quit • clear hardware breakpoints if possible • restore next function function 2 3. Generate code from function 2 4

Documentation, Release 5.2.2 Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: PytransformError if license is invalid, for example, it has been expired. get_hd_info(hdtype, size=256) Get hardware information by hdtype, hdtype could one of HT_HARDDISK return the serial number of first harddisk quit • check tickcount, if too long, quit • check there is any debugger, if found, quit • clear hardware breakpoints if possible • restore next function function 2 3. Generate code from function 2 4

dist python myscript.py Generate license to bind obfuscated scripts to fixed machine, first get hardware information: pyarmor hdinfo Then generate new license bind to harddisk serial number and mac address: Generate new licenses for obfuscated scripts pack Pack obfuscated scripts to one bundle hdinfo Show hardware information The commands for project: init Create a project to manage obfuscated scripts config 2a:33:50:46:8f tom cp licenses/tom/license.lic dist/pytransform/ Before this, run command hdinfo to get hardware information: pyarmor hdinfo By option -x any data could be saved into the license file, it’s mainly