|
| 1 | +## External backends |
| 2 | + |
| 3 | +An external backend can be added to Glow without changing the Glow build infrastructure. An external backend must be provided as a single source directory, and then can be developped in a separate source management repository. |
| 4 | + |
| 5 | +### External backend structure |
| 6 | + |
| 7 | +An external backend must have the following structure: |
| 8 | +``` |
| 9 | +`-- <Name> |
| 10 | + |-- CMakeLists.txt |
| 11 | + |-- Backends |
| 12 | + | |-- CMakeLists.txt |
| 13 | + | |-- <main backend sources> |
| 14 | + |-- ClassGen |
| 15 | + | |-- CMakeLists.txt |
| 16 | + | |-- <ClassGen sources> |
| 17 | + `-- Tests |
| 18 | + |-- CMakeLists.txt |
| 19 | + |-- <Tests sources> |
| 20 | +``` |
| 21 | + |
| 22 | +To be integrated into Glow and compiled, the backend directory must be placed in the `externalbackends/` sub-directory of the Glow project. |
| 23 | + |
| 24 | + |
| 25 | +### Backend structure details |
| 26 | + |
| 27 | +#### Defined cmake variables |
| 28 | + |
| 29 | +When an external backend is detected and activated, the following CMake variable is defined: |
| 30 | + |
| 31 | +- `EXTERNAL_BACKEND_NAME` : name derived from the external backend directory name. Can be used by the backend to name libraries for instance. |
| 32 | + |
| 33 | + |
| 34 | +There is the possibility to disable an detected external backend by setting the following CMake define to `OFF`: |
| 35 | + |
| 36 | +- `GLOW_WITH_<BACKEND DIR NAME>` |
| 37 | + |
| 38 | + |
| 39 | +#### C++ define |
| 40 | + |
| 41 | +When an external backend is activated, Glow adds a global C++ compiler define that can be used to enclose backend specific code in the generic Glow source code, based on the activation of this external backend: |
| 42 | + |
| 43 | +- `GLOW_WITH_<BACKEND DIR NAME>` |
| 44 | + |
| 45 | + |
| 46 | +#### Backend Core : Mandatory |
| 47 | + |
| 48 | +The core of the external backend is mandatory and located in `<Name>/Backends/`. It must contain a `CMakeLists.txt` file that will ensure the correct compilation of the backend and the good integration with Glow. |
| 49 | + |
| 50 | +The external backend must respect the same interface as standard backends. |
| 51 | +It can be summarized the following way: |
| 52 | + |
| 53 | +- Backend main class that inherits from the Glow `Backend` class. For example, class `<Name>Backend` in library `${EXTERNAL_BACKEND_NAME}`. |
| 54 | +- Backend factory registration in a backend specific factory library. For example, calling `REGISTER_GLOW_BACKEND_FACTORY(<Name>Factory, <Name>Backend, <Name>)` in library `${EXTERNAL_BACKEND_NAME}Factory`. |
| 55 | + |
| 56 | + |
| 57 | +The external backend is declared to Glow by setting the CMake `linked_factories` variable in the `<Name>/Backends/CMakeLists.txt`. Example:`set(linked_factories ${linked_factories} <Name>Factory PARENT_SCOPE)` |
| 58 | + |
| 59 | +For more details, please refer to the general Glow backend documentation. |
| 60 | + |
| 61 | +#### Top level CMake configuration file |
| 62 | + |
| 63 | +Global configuration of the backend can be specified in a top level `<Name>/CMakeLists.txt`. |
| 64 | + |
| 65 | +This file is optional. |
| 66 | + |
| 67 | +#### Backend specific nodes and instructions |
| 68 | + |
| 69 | +An external backend can optionally declare specific Glow nodes and instructions. |
| 70 | +In this case, the `<Name>/ClassGen/CMakeLists.txt` must be provided and backend specific nodes and instructions declaration headers declared. |
| 71 | + |
| 72 | +CMake example: |
| 73 | +``` |
| 74 | +set(VERIF_FILENAME <Name>SpecificNodesVerification.h) |
| 75 | +configure_file(${VERIF_FILENAME} |
| 76 | + ${GLOW_BINARY_DIR}/glow/${VERIF_FILENAME} COPYONLY) |
| 77 | +
|
| 78 | +set(VERIF_FILENAME <Name>SpecificInstrsVerification.h) |
| 79 | +configure_file(${VERIF_FILENAME} |
| 80 | + ${GLOW_BINARY_DIR}/glow/${VERIF_FILENAME} COPYONLY) |
| 81 | +``` |
| 82 | + |
| 83 | +These header files must be included in the generic glow code, respectivelly in `tools/ClassGen/NodeGen.cpp` and `tools/ClassGen/InstrGen.cpp`, at the end of the `main` function like standard backends.It is advised to enclose the backend specific include into `#ifdef GLOW_WITH_<BACKEND DIR NAME>`. |
| 84 | + |
| 85 | +Example for specific nodes: |
| 86 | +``` |
| 87 | +int main(int argc, char **argv) { |
| 88 | + // <generic glow code> |
| 89 | +
|
| 90 | +#include "Backends/CPU/CPUSpecificNodes.h" |
| 91 | +#include "Backends/OpenCL/OpenCLSpecificNodes.h" |
| 92 | +
|
| 93 | +#ifdef GLOW_WITH_<NAME> |
| 94 | +# include "<Name>/ClassGen/<Name>SpecificNodes.h" |
| 95 | +#endif |
| 96 | +
|
| 97 | + return 0; |
| 98 | +} |
| 99 | +
|
| 100 | +``` |
| 101 | + |
| 102 | + |
| 103 | +#### Backend specific tests |
| 104 | + |
| 105 | +Backend specific tests can be added. In this case, the `<Name>/Tests/CMakeLists.txt` must be provided. The Backend tests must be compiled as a library and registered to glow with the `add_glow_test` cmake function. |
| 106 | + |
| 107 | +CMake example: |
| 108 | +``` |
| 109 | +add_executable(<Name>Test |
| 110 | + <test sources>) |
| 111 | +
|
| 112 | +target_link_libraries(<Name>Test |
| 113 | + PRIVATE |
| 114 | + Backends |
| 115 | + ExecutionEngine |
| 116 | + Graph |
| 117 | + Optimizer |
| 118 | + gtest |
| 119 | + TestMain) |
| 120 | +
|
| 121 | +add_glow_test(<name>Test ${GLOW_BINARY_DIR}/tests/<name>Test --gtest_output=xml:Xtensa<name>Test.xml)` |
| 122 | +
|
| 123 | +``` |
| 124 | + |
| 125 | + |
| 126 | +For details, please refer to the general Glow testing documentation. |
| 127 | + |
| 128 | + |
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