diff --git a/AMD_INTRODUCTION.md b/AMD_INTRODUCTION.md new file mode 100644 index 0000000000..b9f08f476a --- /dev/null +++ b/AMD_INTRODUCTION.md @@ -0,0 +1,44 @@ +# Icon4py performance on MI300 + +## Quickstart + +``` +# Connect to Beverin (CSCS system with MI300A) +ssh beverin.cscs.ch +``` + +In Beverin: + +``` +# Enter scratch directory +cd $SCRATCH + +# Clone icon4py and checkout the correct branch +git clone git@github.com:C2SM/icon4py.git +cd icon4py +git checkout amd_profiling + +# Pull the correct `uenv` image. *!* NECESSARY ONLY ONCE *!* +uenv image pull build::prgenv-gnu/25.12:2333839235 + +# Start the uenv and mount the ROCm 7.1.0 environment. *!* This needs to be executed before running anything everytime *!* +uenv start --view default prgenv-gnu/25.12:2333839235 + +# Install the necessary venv +bash amd_scripts/install_icon4py_venv.sh + +# Source venv +source .venv/bin/activate + +# Source other necessary environment variables +source amd_scripts/setup_env.sh + +# Set GT4Py related environment variables +export GT4PY_UNSTRUCTURED_HORIZONTAL_HAS_UNIT_STRIDE="1" +export GT4PY_BUILD_CACHE_LIFETIME=persistent +export GT4PY_BUILD_CACHE_DIR=amd_profiling_granule +export GT4PY_COLLECT_METRICS_LEVEL=10 +export GT4PY_DYCORE_ENABLE_METRICS="1" +export GT4PY_ADD_GPU_TRACE_MARKERS="1" +export HIPFLAGS="-std=c++17 -fPIC -O3 -march=native -Wno-unused-parameter -save-temps -Rpass-analysis=kernel-resource-usage" +``` diff --git a/amd_scripts/install_icon4py_venv.sh b/amd_scripts/install_icon4py_venv.sh new file mode 100755 index 0000000000..647391eba3 --- /dev/null +++ b/amd_scripts/install_icon4py_venv.sh @@ -0,0 +1,32 @@ +#!/bin/bash + +set -e + +date + +# Go to the root of the icon4py repository to run the installation from there +ICON4PY_GIT_ROOT=$(git rev-parse --show-toplevel) +cd $ICON4PY_GIT_ROOT + +# Set necessasry flags for compilation +source $ICON4PY_GIT_ROOT/amd_scripts/setup_env.sh + +# Install uv locally +export PATH="$PWD/bin:$PATH" +if [ ! -x "$PWD/bin/uv" ]; then + curl -LsSf https://astral.sh/uv/install.sh | UV_UNMANAGED_INSTALL="$PWD/bin" sh +else + echo "# uv already installed at $PWD/bin/uv" +fi + +# Install icon4py, gt4py, DaCe and other basic dependencies using uv +uv sync --extra rocm7 --python $(which python3.12) + +# Activate virtual environment +source .venv/bin/activate + +# Install the requirements for rocprofiler-compute so we can run the profiler from the same environment +uv pip install -r /user-environment/linux-zen3/rocprofiler-compute-7.1.0-rjjjgkz67w66bp46jw7bvlfyduzr6vhv/libexec/rocprofiler-compute/requirements.txt + +echo "# install done" +date diff --git a/amd_scripts/setup_env.sh b/amd_scripts/setup_env.sh new file mode 100644 index 0000000000..d8eeb99692 --- /dev/null +++ b/amd_scripts/setup_env.sh @@ -0,0 +1,13 @@ +export CC="$(which gcc)" +export MPICH_CC="$(which gcc)" +export CXX="$(which g++)" +export MPICH_CXX="$(which g++)" +export HUGETLB_ELFMAP="no" +export HUGETLB_MORECORE="no" +export PYTHONOPTIMIZE="2" +export HCC_AMDGPU_TARGET="gfx942" +export ROCM_HOME="/user-environment/env/default" +export HIPCC=$(which hipcc) +export ROCM_VERSION="7.1.0" +export LD_LIBRARY_PATH=/user-environment/linux-zen3/rocprofiler-dev-7.1.0-i7wbbbgrx7jjp4o2xroyj5j263dkzplv/lib:$LD_LIBRARY_PATH +export LD_PRELOAD=/user-environment/env/default/lib/libomp.so:$LD_PRELOAD diff --git a/model/atmosphere/advection/pyproject.toml b/model/atmosphere/advection/pyproject.toml index 3cf97fefe6..7033b03dbb 100644 --- a/model/atmosphere/advection/pyproject.toml +++ b/model/atmosphere/advection/pyproject.toml @@ -26,7 +26,7 @@ dependencies = [ # workspace members "icon4py-common~=0.1.0", # external dependencies - "gt4py==1.1.8", + "gt4py==1.1.9", 'packaging>=20.0' ] description = "ICON advection." diff --git a/model/atmosphere/diffusion/pyproject.toml b/model/atmosphere/diffusion/pyproject.toml index 3905c77cb0..5bced3bbdd 100644 --- a/model/atmosphere/diffusion/pyproject.toml +++ b/model/atmosphere/diffusion/pyproject.toml @@ -26,7 +26,7 @@ dependencies = [ # workspace members "icon4py-common~=0.1.0", # external dependencies - "gt4py==1.1.8", + "gt4py==1.1.9", 'packaging>=20.0' ] description = "ICON diffusion." diff --git a/model/atmosphere/dycore/pyproject.toml b/model/atmosphere/dycore/pyproject.toml index da97d38364..2cac8029ce 100644 --- a/model/atmosphere/dycore/pyproject.toml +++ b/model/atmosphere/dycore/pyproject.toml @@ -26,7 +26,7 @@ dependencies = [ # workspace members "icon4py-common~=0.1.0", # external dependencies - "gt4py==1.1.8", + "gt4py==1.1.9", 'packaging>=20.0' ] description = "ICON dynamical core." diff --git a/model/atmosphere/subgrid_scale_physics/microphysics/pyproject.toml b/model/atmosphere/subgrid_scale_physics/microphysics/pyproject.toml index 48bc7decc0..dfcb59b4f1 100644 --- a/model/atmosphere/subgrid_scale_physics/microphysics/pyproject.toml +++ b/model/atmosphere/subgrid_scale_physics/microphysics/pyproject.toml @@ -26,7 +26,7 @@ dependencies = [ # workspace members "icon4py-common~=0.1.0", # external dependencies - "gt4py==1.1.8", + "gt4py==1.1.9", 'packaging>=20.0' ] description = "ICON microphysics." diff --git a/model/atmosphere/subgrid_scale_physics/muphys/pyproject.toml b/model/atmosphere/subgrid_scale_physics/muphys/pyproject.toml index ee283a11fa..63f001c880 100644 --- a/model/atmosphere/subgrid_scale_physics/muphys/pyproject.toml +++ b/model/atmosphere/subgrid_scale_physics/muphys/pyproject.toml @@ -26,7 +26,7 @@ dependencies = [ "icon4py-common[io]~=0.1.0", # external dependencies "numpy>=1.23.3", - "gt4py==1.1.8", + "gt4py==1.1.9", "packaging>=20.0" ] description = "ICON subgrid scale muphys parameterization." diff --git a/model/common/pyproject.toml b/model/common/pyproject.toml index 770e91c423..fc7d29f7ed 100644 --- a/model/common/pyproject.toml +++ b/model/common/pyproject.toml @@ -24,7 +24,7 @@ classifiers = [ ] dependencies = [ 'array-api-compat>=1.13.0', - 'gt4py==1.1.8', + 'gt4py==1.1.9', 'packaging>=20.0', 'typing-extensions>=4.11.0', 'numpy>=1.23.3', @@ -43,6 +43,7 @@ version = "0.1.0" all = ["icon4py-common[distributed,io]"] cuda11 = ['cupy-cuda11x>=13.0', 'gt4py[cuda11]'] cuda12 = ['cupy-cuda12x>=13.0', 'gt4py[cuda12]'] +rocm7 = ['gt4py[rocm7]'] distributed = ["ghex>=0.5.1", "mpi4py>=3.1.5"] io = [ # external dependencies diff --git a/model/driver/pyproject.toml b/model/driver/pyproject.toml index 6fc0b1dc6e..acae895c1c 100644 --- a/model/driver/pyproject.toml +++ b/model/driver/pyproject.toml @@ -31,7 +31,7 @@ dependencies = [ # external dependencies "click>=8.0.1", "devtools>=0.12", - "gt4py==1.1.8", + "gt4py==1.1.9", "packaging>=20.0", "numpy>=1.23.3" ] diff --git a/model/standalone_driver/pyproject.toml b/model/standalone_driver/pyproject.toml index 46cbcc019b..6162f1d161 100644 --- a/model/standalone_driver/pyproject.toml +++ b/model/standalone_driver/pyproject.toml @@ -32,7 +32,7 @@ dependencies = [ "typer>=0.20.0", "pytest", "devtools>=0.12", - "gt4py==1.1.8", + "gt4py==1.1.9", "packaging>=20.0", "numpy>=1.23.3" ] diff --git a/model/testing/pyproject.toml b/model/testing/pyproject.toml index b34efdc3a2..441217990c 100644 --- a/model/testing/pyproject.toml +++ b/model/testing/pyproject.toml @@ -27,7 +27,7 @@ dependencies = [ 'icon4py-common[io]~=0.1.0', # external dependencies "filelock>=3.18.0", - "gt4py==1.1.8", + "gt4py==1.1.9", "numpy>=1.23.3", 'packaging>=20.0', "pytest>=8.0.1", diff --git a/pyproject.toml b/pyproject.toml index 5d7c802741..2ab0ff72e4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -99,6 +99,7 @@ version = "0.1.0" all = ["icon4py[distributed,fortran,io,testing,profiling]"] cuda11 = ["icon4py-common[cuda11]"] cuda12 = ["icon4py-common[cuda12]"] +rocm7 = ["icon4py-common[rocm7]"] distributed = ["icon4py-common[distributed]"] fortran = ["icon4py-tools~=0.1.0"] io = ["icon4py-common[io]"] @@ -378,7 +379,7 @@ url = 'https://gridtools.github.io/pypi/' [tool.uv.sources] dace = {index = "gridtools"} -# gt4py 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"icon4py-driver", editable = "model/driver" }, { name = "icon4py-standalone-driver", editable = "model/standalone_driver" }, { name = "icon4py-testing", marker = "extra == 'testing'", editable = "model/testing" }, { name = "icon4py-tools", marker = "extra == 'fortran'", editable = "tools" }, { name = "viztracer", marker = "extra == 'profiling'", specifier = ">=1.1.0" }, ] -provides-extras = ["all", "cuda11", "cuda12", "distributed", "fortran", "io", "profiling", "testing"] +provides-extras = ["all", "cuda11", "cuda12", "rocm7", "distributed", "fortran", "io", "profiling", "testing"] [package.metadata.requires-dev] build = [ @@ -1794,7 +1809,7 @@ dependencies = [ [package.metadata] requires-dist = [ - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-common", editable = "model/common" }, { name = "packaging", specifier = ">=20.0" }, ] @@ -1811,7 +1826,7 @@ dependencies = [ [package.metadata] requires-dist = [ - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-common", editable = "model/common" }, { name = "packaging", specifier = ">=20.0" }, ] @@ -1828,7 +1843,7 @@ dependencies = [ [package.metadata] requires-dist = [ - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-common", editable = "model/common" }, { name = "packaging", specifier = ">=20.0" }, ] @@ -1845,7 +1860,7 @@ dependencies = [ [package.metadata] requires-dist = [ - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-common", editable = "model/common" }, { name = "packaging", specifier = ">=20.0" }, ] @@ -1863,7 +1878,7 @@ dependencies = [ [package.metadata] requires-dist = [ - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-common", extras = ["io"], editable = "model/common" }, { name = "numpy", specifier = ">=1.23.3" }, { name = "packaging", specifier = ">=20.0" }, @@ -1900,7 +1915,7 @@ all = [ ] cuda11 = [ { name = "cupy-cuda11x" }, - { name = "gt4py", extra = ["cuda11"] }, + { name = "gt4py" }, ] cuda12 = [ { name = "cupy-cuda12x" }, @@ -1922,6 +1937,9 @@ io = [ { name = "uxarray" }, { name = "xarray", extra = ["complete"] }, ] +rocm7 = [ + { name = "gt4py", extra = ["rocm7"] }, +] [package.metadata] requires-dist = [ @@ -1933,9 +1951,10 @@ requires-dist = [ { name = "dace", specifier = "==43!2026.2.12", index = "https://gridtools.github.io/pypi/" }, { name = "datashader", marker = "extra == 'io'", specifier = ">=0.16.1" }, { name = "ghex", marker = "extra == 'distributed'", specifier = ">=0.5.1" }, - { name = "gt4py", specifier = "==1.1.8" }, - { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'" }, - { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, + { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, + { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, + { name = "gt4py", extras = ["rocm7"], marker = "extra == 'rocm7'", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "holoviews", marker = "extra == 'io'", specifier = ">=1.16.0" }, { name = "icon4py-common", extras = ["distributed", "io"], marker = "extra == 'all'", editable = "model/common" }, { name = "mpi4py", marker = "extra == 'distributed'", specifier = ">=3.1.5" }, @@ -1950,7 +1969,7 @@ requires-dist = [ { name = "uxarray", marker = "extra == 'io'", specifier = "==2024.3.0" }, { name = "xarray", extras = ["complete"], marker = "extra == 'io'", specifier = ">=2024.3.0" }, ] -provides-extras = ["all", "cuda11", "cuda12", "distributed", "io"] +provides-extras = ["all", "cuda11", "cuda12", "rocm7", "distributed", "io"] [[package]] name = "icon4py-driver" @@ -1972,7 +1991,7 @@ dependencies = [ requires-dist = [ { name = "click", specifier = ">=8.0.1" }, { name = "devtools", specifier = ">=0.12" }, - { name = "gt4py", specifier = "==1.1.8" }, + { name = "gt4py", git = "https://github.com/havogt/gt4py?branch=add_cuda13_rocm7_cupy14_testing" }, { name = "icon4py-atmosphere-diffusion", editable = "model/atmosphere/diffusion" }, { name = "icon4py-atmosphere-dycore", editable = "model/atmosphere/dycore" }, { name = "icon4py-common", editable = "model/common" }, @@ -2001,7 +2020,7 @@ dependencies = [ [package.metadata] requires-dist = [ { name = "devtools", 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