diff --git a/cmake/Modules/SetFortranFlags.cmake b/cmake/Modules/SetFortranFlags.cmake index 403bc6ed0..76f23f5cf 100644 --- a/cmake/Modules/SetFortranFlags.cmake +++ b/cmake/Modules/SetFortranFlags.cmake @@ -158,7 +158,7 @@ SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_DEBUG "${CMAKE_Fortran_FLAGS_DEBUG}" # Strict model for floating-point calculations (precise and except) SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_DEBUG "${CMAKE_Fortran_FLAGS_DEBUG}" - Fortran "-fp-model strict" # Intel + Fortran "-fp-model=strict" # Intel ) # Enables floating-point invalid, divide-by-zero, and overflow exceptions @@ -273,11 +273,6 @@ SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" Fortran "-align all" # Intel ) -# Assume all objects are contiguous in memory -SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" - Fortran "-assume contiguous_assumed_shape" # Intel - ) - # Generate an extended set of vector functions SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" Fortran "-vecabi=cmdtarget" # Intel @@ -289,17 +284,17 @@ SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" ) # Generate fused multiply-add instructions -SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" - Fortran "-fma" # Intel - ) + SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" + Fortran "-fma" # Intel + ) # Generate fused multiply-add instructions -SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" - Fortran "-qmkl=cluster" # Intel - Fortran "-qmkl" # Intel - Fortran "-mkl" # Old Intel - ) - + SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}" + Fortran "-qmkl=cluster" # Intel + Fortran "-qmkl" # Intel + Fortran "-mkl" # Old Intel + ) + ##################### ### MATH FLAGS ### ##################### diff --git a/examples/rmvs_swifter_comparison/8pl_16tp_encounters/swiftest_vs_swifter.ipynb b/examples/rmvs_swifter_comparison/8pl_16tp_encounters/swiftest_vs_swifter.ipynb index 920def237..322bbb1d2 100644 --- a/examples/rmvs_swifter_comparison/8pl_16tp_encounters/swiftest_vs_swifter.ipynb +++ b/examples/rmvs_swifter_comparison/8pl_16tp_encounters/swiftest_vs_swifter.ipynb @@ -71,20 +71,60 @@ "cell_type": "code", "execution_count": 5, "metadata": {}, + "outputs": [], + "source": [ + "plid = swiftdiff['id'].where(swiftdiff['id'] < 9, drop=True)\n", + "tpid = swiftdiff['id'].where(swiftdiff['id'] >= 9, drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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"text/plain": [ "
" ] @@ -94,27 +134,57 @@ } ], "source": [ - "swiftdiff['rh'].plot(x=\"time\",hue=\"id\",col=\"space\")" + "swiftdiff.sel(id=tpid)['rh'].plot(x=\"time\",hue=\"id\",col=\"space\")" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 6, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" ] @@ -124,7 +194,7 @@ } ], "source": [ - "swiftdiff['vh'].plot(x=\"time\",hue=\"id\",col=\"space\")" + "swiftdiff.sel(id=tpid)['vh'].plot(x=\"time\",hue=\"id\",col=\"space\")" ] }, { diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index 6212ee56b..a0ae5a554 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -13,6 +13,7 @@ # Add the source files SET(STRICT_MATH_FILES + ${SRC}/collision/collision_generate.f90 ${SRC}/fraggle/fraggle_generate.f90 ${SRC}/fraggle/fraggle_util.f90 ${SRC}/fraggle/fraggle_module.f90 @@ -59,7 +60,6 @@ SET(FAST_MATH_FILES ${SRC}/helio/helio_module.f90 ${SRC}/symba/symba_module.f90 ${SRC}/collision/collision_check.f90 - ${SRC}/collision/collision_generate.f90 ${SRC}/collision/collision_io.f90 ${SRC}/collision/collision_regime.f90 ${SRC}/collision/collision_resolve.f90