Removes LSTM internal model

NOAA-OWP · Aug 2, 2023 · f5ff67c · f5ff67c
1 parent c58eab7
commit f5ff67c
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Showing 24 changed files with 0 additions and 1,248 deletions.
diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -80,11 +80,6 @@ if(MPI_ACTIVE)
     add_compile_definitions(NGEN_MPI_ACTIVE)
 endif()
 
-if(LSTM_TORCH_LIB_ACTIVE)
-   find_package(Torch REQUIRED)
-   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${TORCH_CXX_FLAGS}")
-endif()
-
 find_package(SQLite3)
 if(SQLite3_FOUND)
     set(NGEN_WITH_SQLITE3 ON)
@@ -262,15 +257,6 @@ if(NGEN_ACTIVATE_ROUTING)
            )
 endif()
 
-if(LSTM_TORCH_LIB_ACTIVE)
-    add_compile_definitions(NGEN_LSTM_TORCH_LIB_ACTIVE)
-    add_subdirectory("src/models/lstm")
-    target_link_libraries(ngen PUBLIC
-            NGen::models_lstm
-            ${TORCH_LIBRARIES}
-           )
-endif()
-
 # For automated testing with Google Test
 if(PACKAGE_TESTS)
     enable_testing()

diff --git a/data/lstm/example_lstm_realization_config.json b/data/lstm/example_lstm_realization_config.json
diff --git a/data/lstm/initial_states.csv b/data/lstm/initial_states.csv
diff --git a/data/lstm/input_scaling.csv b/data/lstm/input_scaling.csv
diff --git a/data/lstm/lstm_mean_std.csv b/data/lstm/lstm_mean_std.csv
diff --git a/data/lstm/sugar_creek_trained.pt b/data/lstm/sugar_creek_trained.pt
diff --git a/include/realizations/catchment/Formulation_Constructors.hpp b/include/realizations/catchment/Formulation_Constructors.hpp
@@ -20,10 +20,6 @@
     #include "NetCDFPerFeatureDataProvider.hpp"
 #endif
 
-#ifdef NGEN_LSTM_TORCH_LIB_ACTIVE
-    #include "LSTM_Realization.hpp"
-#endif
-
 namespace realization {
     typedef std::shared_ptr<Catchment_Formulation> (*constructor)(std::string, shared_ptr<data_access::GenericDataProvider>, utils::StreamHandler);
 
@@ -46,10 +42,6 @@ namespace realization {
 #ifdef ACTIVATE_PYTHON
         {"bmi_python", create_formulation_constructor<Bmi_Py_Formulation>()},
 #endif // ACTIVATE_PYTHON
-#ifdef NGEN_LSTM_TORCH_LIB_ACTIVE
-        ,
-        {"lstm", create_formulation_constructor<LSTM_Realization>()}
-#endif
     };
 
     static bool formulation_exists(std::string formulation_type) {

diff --git a/include/realizations/catchment/LSTM_Realization.hpp b/include/realizations/catchment/LSTM_Realization.hpp