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206
systems/WorkArounds.txt
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206
systems/WorkArounds.txt
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@ -0,0 +1,206 @@
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The purpose of this file is to collate all non-obvious known magic shell variables
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and compiler flags required for either correctness or performance on various systems.
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A repository of work-arounds.
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Contents:
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1. Interconnect + MPI
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2. Compilation
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3. Profiling
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************************
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* 1. INTERCONNECT + MPI
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************************
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--------------------------------------------------------------------
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MPI2-IO correctness: force OpenMPI to use the MPICH romio implementation for parallel I/O
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--------------------------------------------------------------------
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export OMPI_MCA_io=romio321
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--------------------------------------
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ROMIO fail with > 2GB per node read (32 bit issue)
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--------------------------------------
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Use later MPICH
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https://github.com/paboyle/Grid/issues/381
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https://github.com/pmodels/mpich/commit/3a479ab0
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--------------------------------------------------------------------
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Slingshot: Frontier and Perlmutter libfabric slow down
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and physical memory fragmentation
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--------------------------------------------------------------------
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export FI_MR_CACHE_MONITOR=disabled
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or
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export FI_MR_CACHE_MONITOR=kdreg2
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--------------------------------------------------------------------
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Perlmutter
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--------------------------------------------------------------------
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export MPICH_RDMA_ENABLED_CUDA=1
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export MPICH_GPU_IPC_ENABLED=1
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export MPICH_GPU_EAGER_REGISTER_HOST_MEM=0
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export MPICH_GPU_NO_ASYNC_MEMCPY=0
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--------------------------------------------------------------------
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Frontier/LumiG
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--------------------------------------------------------------------
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Hiding ROCR_VISIBLE_DEVICES triggers SDMA engines to be used for GPU-GPU
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cat << EOF > select_gpu
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#!/bin/bash
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export MPICH_GPU_SUPPORT_ENABLED=1
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export MPICH_SMP_SINGLE_COPY_MODE=XPMEM
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export GPU_MAP=(0 1 2 3 7 6 5 4)
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export NUMA_MAP=(3 3 1 1 2 2 0 0)
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export GPU=\${GPU_MAP[\$SLURM_LOCALID]}
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export NUMA=\${NUMA_MAP[\$SLURM_LOCALID]}
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export HIP_VISIBLE_DEVICES=\$GPU
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unset ROCR_VISIBLE_DEVICES
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echo RANK \$SLURM_LOCALID using GPU \$GPU
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exec numactl -m \$NUMA -N \$NUMA \$*
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EOF
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chmod +x ./select_gpu
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srun ./select_gpu BINARY
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--------------------------------------------------------------------
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Mellanox performance with A100 GPU (Tursa, Booster, Leonardo)
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--------------------------------------------------------------------
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export OMPI_MCA_btl=^uct,openib
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export UCX_TLS=gdr_copy,rc,rc_x,sm,cuda_copy,cuda_ipc
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export UCX_RNDV_SCHEME=put_zcopy
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export UCX_RNDV_THRESH=16384
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export UCX_IB_GPU_DIRECT_RDMA=yes
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--------------------------------------------------------------------
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Mellanox + A100 correctness (Tursa, Booster, Leonardo)
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--------------------------------------------------------------------
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export UCX_MEMTYPE_CACHE=n
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--------------------------------------------------------------------
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MPICH/Aurora/PVC correctness and performance
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--------------------------------------------------------------------
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https://github.com/pmodels/mpich/issues/7302
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--enable-cuda-aware-mpi=no
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--enable-unified=no
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Grid's internal D-H-H-D pipeline mode, avoid device memory in MPI
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Do not use SVM
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Ideally use MPICH with fix to issue 7302:
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https://github.com/pmodels/mpich/pull/7312
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Ideally:
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MPIR_CVAR_CH4_IPC_GPU_HANDLE_CACHE=generic
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Alternatives:
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export MPIR_CVAR_NOLOCAL=1
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export MPIR_CVAR_CH4_IPC_GPU_P2P_THRESHOLD=1000000000
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--------------------------------------------------------------------
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MPICH/Aurora/PVC correctness and performance
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--------------------------------------------------------------------
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Broken:
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export MPIR_CVAR_CH4_OFI_ENABLE_GPU_PIPELINE=1
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This gives good peformance without requiring
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--enable-cuda-aware-mpi=no
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But is an open issue reported by James Osborn
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https://github.com/pmodels/mpich/issues/7139
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Possibly resolved but unclear if in the installed software yet.
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************************
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* 2. COMPILATION
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************************
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--------------------------------------------------------------------
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G++ compiler breakage / graveyard
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--------------------------------------------------------------------
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9.3.0, 10.3.1,
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https://github.com/paboyle/Grid/issues/290
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https://github.com/paboyle/Grid/issues/264
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Working (-) Broken (X):
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4.9.0 -
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4.9.1 -
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5.1.0 X
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5.2.0 X
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5.3.0 X
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5.4.0 X
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6.1.0 X
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6.2.0 X
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6.3.0 -
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7.1.0 -
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8.0.0 (HEAD) -
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https://github.com/paboyle/Grid/issues/100
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--------------------------------------------------------------------
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AMD GPU nodes :
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--------------------------------------------------------------------
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multiple ROCM versions broken; use 5.3.0
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manifests itself as wrong results in fp32
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https://github.com/paboyle/Grid/issues/464
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--------------------------------------------------------------------
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Aurora/PVC
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--------------------------------------------------------------------
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SYCL ahead of time compilation (fixes rare runtime JIT errors and faster runtime, PB)
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SYCL slow link and relocatable code issues (Christoph Lehner)
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Opt large register file required for good performance in fp64
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export SYCL_PROGRAM_COMPILE_OPTIONS="-ze-opt-large-register-file"
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export LDFLAGS="-fiopenmp -fsycl -fsycl-device-code-split=per_kernel -fsycl-targets=spir64_gen -Xs -device -Xs pvc -fsycl-device-lib=all -lze_loader -L${MKLROOT}/lib -qmkl=parallel -fsycl -lsycl -fPIC -fsycl-max-parallel-link-jobs=16 -fno-sycl-rdc"
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export CXXFLAGS="-O3 -fiopenmp -fsycl-unnamed-lambda -fsycl -Wno-tautological-compare -qmkl=parallel -fsycl -fno-exceptions -fPIC"
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--------------------------------------------------------------------
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Aurora/PVC useful extra options
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--------------------------------------------------------------------
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Host only sanitizer:
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-Xarch_host -fsanitize=leak
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-Xarch_host -fsanitize=address
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Deterministic MPI reduction:
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export MPIR_CVAR_ALLREDUCE_DEVICE_COLLECTIVE=0
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export MPIR_CVAR_REDUCE_DEVICE_COLLECTIVE=0
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export MPIR_CVAR_ALLREDUCE_INTRA_ALGORITHM=recursive_doubling
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unset MPIR_CVAR_CH4_COLL_SELECTION_TUNING_JSON_FILE
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unset MPIR_CVAR_COLL_SELECTION_TUNING_JSON_FILE
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unset MPIR_CVAR_CH4_POSIX_COLL_SELECTION_TUNING_JSON_FILE
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************************
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* 3. Visual profile tools
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************************
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--------------------------------------------------------------------
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Frontier/rocprof
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--------------------------------------------------------------------
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--------------------------------------------------------------------
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Aurora/unitrace
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--------------------------------------------------------------------
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--------------------------------------------------------------------
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Tursa/nsight-sys
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--------------------------------------------------------------------
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