Spark TPC-DS Benchmarks

Spark TPC-DS benchmarks across C2D / C3D / N2D standard and highmem instances on Ubuntu 22.04 LTS within Google GCE. Benchmarks by Michael Larabel. Focused on 3TB and 10TB scale factor along with 50GB just as a "smoke run".

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2403108-PTS-SPARKTPC62
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c2d-highmem-32
February 22 2024
 
c2d-highmem-56
February 03 2024
 
c2d-standard-32
February 10 2024
 
c2d-standard-56
January 27 2024
 
c3d-highmem-30
February 19 2024
 
c3d-highmem-60
January 29 2024
 
c3d-standard-30
February 05 2024
 
c3d-standard-60
January 22 2024
 
n2d-highmem-32
February 24 2024
 
n2d-highmem-64
January 31 2024
 
n2d-standard-32
February 08 2024
 
n2d-standard-64
January 24 2024
 
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c3d-standard-60

Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-standard-60, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16 GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

n2d-standard-64

Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-standard-64, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c2d-standard-56

Changed Processor to AMD EPYC 7B13 (28 Cores / 56 Threads).

Changed Motherboard to Google Compute Engine c2d-standard-56.

Changed Memory to 14 x 16 GB RAM.

Security Change: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3d-highmem-60

Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-highmem-60, Chipset: Intel 440FX 82441FX PMC, Memory: 30 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

n2d-highmem-64

Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-highmem-64, Chipset: Intel 440FX 82441FX PMC, Memory: 32 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c2d-highmem-56

Changed Processor to AMD EPYC 7B13 (28 Cores / 56 Threads).

Changed Motherboard to Google Compute Engine c2d-highmem-56.

Changed Memory to 28 x 16GB RAM.

Security Change: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3d-standard-30

Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-standard-30, Chipset: Intel 440FX 82441FX PMC, Memory: 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

n2d-standard-32

Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-standard-32, Chipset: Intel 440FX 82441FX PMC, Memory: 8 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c2d-standard-32

Changed Processor to AMD EPYC 7B13 (16 Cores / 32 Threads).

Changed Motherboard to Google Compute Engine c2d-standard-32.

Security Change: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3d-highmem-30

Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-highmem-30, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c2d-highmem-32

Processor: AMD EPYC 7B13 (16 Cores / 32 Threads), Motherboard: Google Compute Engine c2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

n2d-highmem-32

Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1014-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Spark TPC-DS BenchmarksProcessorMotherboardChipsetMemoryDiskNetworkOSKernelVulkanCompilerFile-SystemSystem Layerc3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32AMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-standard-60Intel 440FX 82441FX PMC15 x 16 GB RAM11811GB nvme_card-pdGoogle Compute Engine VirtualUbuntu 22.046.2.0-1019-gcp (x86_64)1.3.238GCC 11.4.0ext4KVM2 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-standard-6416 x GB RAM11811GB PersistentDiskRed Hat Virtio deviceAMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-standard-5614 x 16 GB RAMAMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-highmem-6030 x 16GB RAM11811GB nvme_card-pdGoogle Compute Engine Virtual2 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-highmem-6432 x 16GB RAM11811GB PersistentDiskRed Hat Virtio deviceAMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-highmem-5628 x 16GB RAMAMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-standard-3016 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM11811GB nvme_card-pdGoogle Compute Engine Virtual2 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-standard-328 x 16GB RAM11811GB PersistentDiskRed Hat Virtio device6.5.0-1013-gcp (x86_64)AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-standard-32AMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-highmem-3015 x 16GB RAM11811GB nvme_card-pdGoogle Compute Engine Virtual1.3.255AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-highmem-3216 x 16GB RAM11811GB PersistentDiskRed Hat Virtio device2 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-highmem-326.5.0-1014-gcp (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- CPU Microcode: 0xffffffffJava Details- OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)Python Details- Python 3.10.12Security Details- c3d-standard-60: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-56: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-60: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-56: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-standard-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32Logarithmic Result OverviewPhoronix Test SuiteApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DS3000 - Q423000 - Q093000 - Q683000 - Q1310000 - Q1310000 - Q423000 - Q323000 - Q263000 - Q3610000 - Q093000 - Q763000 - Q663000 - Q493000 - Q3710000 - Q363000 - Q713000 - Q6150 - Q753000 - Q5810000 - Q823000 - Q273000 - Q443000 - Q5550 - Q383000 - Q5650 - Q4950 - Q6050 - Q3150 - Q513000 - Q523000 - Q193000 - Q0750 - Q6510000 - Q033000 - Q7750 - Q3050 - Q8710000 - Q7050 - Q7750 - Q3950 - Q333000 - Q963000 - Q9010000 - Q903000 - Q8850 - Q4750 - Q2810000 - Q8850 - Q6950 - Q0150 - Q1050 - Q9410000 - Q4450 - Q3550 - Q2650 - Q0510000 - Q1910000 - Q963000 - Q8250 - Q5810000 - Q9250 - Q8510000 - Q5550 - Q4210000 - Q0850 - Q8450 - Q3250 - Q9250 - Q0750 - Q3750 - Q4010000 - Q5210000 - Q8410000 - Q683000 - Q7050 - Q833000 - Q0810000 - Q8650 - Q9510000 - Q4810000 - Q9550 - Q193000 - Q5710000 - Q8350 - Q7310000 - Q7350 - Q343000 - Q033000 - Q8410000 - Q2710000 - Q473000 - Q913000 - Q8350 - Q623000 - Q9250 - Q5650 - Q5210000 - Q4650 - Q0310000 - Q5350 - Q1810000 - Q9150 - Q4610000 - Q6210000 - Q343000 - Q7310000 - Q6110000 - Q4310000 - Q633000 - Q483000 - Q533000 - Q4650 - Q2110000 - Q893000 - Q863000 - Q063000 - Q023000 - Q6210000 - Q0750 - Q2750 - Q813000 - Q9450 - Q9110000 - Q2810000 - Q4150 - Q7650 - Q973000 - Q9550 - Q3610000 - Q593000 - Q633000 - Q3450 - Q713000 - Q4750 - Q153000 - Q5950 - Q6850 - Q5950 - Q903000 - Q2850 - Q553000 - Q433000 - Q8950 - Q8250 - Q4350 - Q5350 - Q6650 - Q2250 - Q7950 - Q6150 - Q8850 - Q1350 - Q5750 - Q0850 - Q6350 - Q9850 - Q4550 - Q1450 - Q0250 - Q9910000 - Q3950 - Q543000 - Q4150 - Q8950 - Q0950 - Q4450 - Q8610000 - Q1250 - Q4150 - Q2050 - Q1250 - Q7050 - Q483000 - Q393000 - Q123000 - Q203000 - Q9910000 - Q9410000 - Q2110000 - Q9850 - Q963000 - Q213000 - Q98

Spark TPC-DS Benchmarksspark-tpcds: 3000 - Q42spark-tpcds: 3000 - Q68spark-tpcds: 3000 - Q13spark-tpcds: 10000 - Q13spark-tpcds: 3000 - Q36spark-tpcds: 10000 - Q09spark-tpcds: 3000 - Q66spark-tpcds: 3000 - Q49spark-tpcds: 10000 - Q36spark-tpcds: 3000 - Q61spark-tpcds: 50 - Q75spark-tpcds: 3000 - Q58spark-tpcds: 10000 - Q82spark-tpcds: 3000 - Q27spark-tpcds: 3000 - Q55spark-tpcds: 50 - Q38spark-tpcds: 3000 - Q56spark-tpcds: 50 - Q49spark-tpcds: 50 - Q31spark-tpcds: 3000 - Q60spark-tpcds: 50 - Q51spark-tpcds: 3000 - Q19spark-tpcds: 50 - Q65spark-tpcds: 3000 - Q77spark-tpcds: 50 - Q30spark-tpcds: 50 - Q87spark-tpcds: 10000 - Q70spark-tpcds: 50 - Q77spark-tpcds: 50 - Q39spark-tpcds: 50 - Q33spark-tpcds: 3000 - Q96spark-tpcds: 3000 - Q90spark-tpcds: 10000 - Q90spark-tpcds: 3000 - Q88spark-tpcds: 50 - Q47spark-tpcds: 50 - Q28spark-tpcds: 10000 - Q88spark-tpcds: 50 - Q69spark-tpcds: 50 - Q10spark-tpcds: 50 - Q94spark-tpcds: 10000 - Q44spark-tpcds: 50 - Q35spark-tpcds: 50 - Q05spark-tpcds: 10000 - Q19spark-tpcds: 10000 - Q96spark-tpcds: 10000 - Q92spark-tpcds: 10000 - Q55spark-tpcds: 10000 - Q08spark-tpcds: 50 - Q84spark-tpcds: 50 - Q92spark-tpcds: 50 - Q40spark-tpcds: 10000 - Q52spark-tpcds: 10000 - Q84spark-tpcds: 10000 - Q68spark-tpcds: 3000 - Q70spark-tpcds: 3000 - Q08spark-tpcds: 10000 - Q86spark-tpcds: 50 - Q95spark-tpcds: 10000 - Q48spark-tpcds: 10000 - Q95spark-tpcds: 3000 - Q57spark-tpcds: 10000 - Q83spark-tpcds: 10000 - Q73spark-tpcds: 3000 - Q03spark-tpcds: 3000 - Q84spark-tpcds: 10000 - Q27spark-tpcds: 10000 - Q47spark-tpcds: 3000 - Q33spark-tpcds: 3000 - Q91spark-tpcds: 3000 - Q83spark-tpcds: 3000 - Q92spark-tpcds: 10000 - Q46spark-tpcds: 50 - Q03spark-tpcds: 10000 - Q53spark-tpcds: 50 - Q46spark-tpcds: 10000 - Q62spark-tpcds: 10000 - Q34spark-tpcds: 3000 - Q73spark-tpcds: 10000 - Q61spark-tpcds: 10000 - Q43spark-tpcds: 10000 - Q63spark-tpcds: 3000 - Q48spark-tpcds: 3000 - Q53spark-tpcds: 3000 - Q46spark-tpcds: 10000 - Q89spark-tpcds: 3000 - Q86spark-tpcds: 3000 - Q06spark-tpcds: 3000 - Q02spark-tpcds: 3000 - Q62spark-tpcds: 10000 - Q07spark-tpcds: 50 - Q81spark-tpcds: 3000 - Q94spark-tpcds: 50 - Q91spark-tpcds: 10000 - Q28spark-tpcds: 10000 - Q41spark-tpcds: 50 - Q76spark-tpcds: 50 - Q97spark-tpcds: 3000 - Q95spark-tpcds: 50 - Q36spark-tpcds: 10000 - Q59spark-tpcds: 3000 - Q63spark-tpcds: 3000 - Q34spark-tpcds: 50 - Q71spark-tpcds: 3000 - Q47spark-tpcds: 50 - Q15spark-tpcds: 3000 - Q59spark-tpcds: 50 - Q68spark-tpcds: 50 - Q59spark-tpcds: 3000 - Q28spark-tpcds: 3000 - Q43spark-tpcds: 3000 - Q89spark-tpcds: 50 - Q64spark-tpcds: 50 - Q82spark-tpcds: 50 - Q43spark-tpcds: 50 - Q53spark-tpcds: 50 - Q22spark-tpcds: 50 - Q79spark-tpcds: 50 - Q61spark-tpcds: 3000 - Q79spark-tpcds: 3000 - Q85spark-tpcds: 50 - Q08spark-tpcds: 50 - Q63spark-tpcds: 50 - Q98spark-tpcds: 50 - Q45spark-tpcds: 50 - Q14spark-tpcds: 50 - Q02spark-tpcds: 10000 - Q39spark-tpcds: 50 - Q54spark-tpcds: 3000 - Q41spark-tpcds: 50 - Q89spark-tpcds: 50 - Q09spark-tpcds: 50 - Q44spark-tpcds: 10000 - Q85spark-tpcds: 10000 - Q12spark-tpcds: 50 - Q41spark-tpcds: 50 - Q20spark-tpcds: 50 - Q12spark-tpcds: 50 - Q70spark-tpcds: 3000 - Q12spark-tpcds: 3000 - Q20spark-tpcds: 3000 - Q99spark-tpcds: 10000 - Q79spark-tpcds: 10000 - Q94spark-tpcds: 10000 - Q21spark-tpcds: 10000 - Q30spark-tpcds: 10000 - Q98spark-tpcds: 10000 - Q45spark-tpcds: 50 - Q23spark-tpcds: 10000 - Q06spark-tpcds: 3000 - Q30spark-tpcds: 50 - Q78spark-tpcds: 10000 - Q01spark-tpcds: 3000 - Q25spark-tpcds: 3000 - Q21spark-tpcds: 50 - Q93spark-tpcds: 3000 - Q98spark-tpcds: 50 - Q06spark-tpcds: 50 - Q04spark-tpcds: 50 - Q80spark-tpcds: 50 - Q11spark-tpcds: 50 - Q17spark-tpcds: 3000 - Q15spark-tpcds: 50 - Q74spark-tpcds: 10000 - Q65spark-tpcds: 50 - Q24spark-tpcds: 3000 - Q40spark-tpcds: 50 - Q25spark-tpcds: 3000 - Q01spark-tpcds: 3000 - Q45spark-tpcds: 10000 - Q51spark-tpcds: 3000 - Q81spark-tpcds: 3000 - Q17spark-tpcds: 50 - Q50spark-tpcds: 3000 - Q51spark-tpcds: 50 - Q29spark-tpcds: 3000 - Q65spark-tpcds: 50 - Q67spark-tpcds: 3000 - Q72spark-tpcds: 50 - Q72spark-tpcds: 3000 - Q31spark-tpcds: 10000 - Q81spark-tpcds: 10000 - Q31spark-tpcds: 3000 - Q54spark-tpcds: 3000 - Q18spark-tpcds: 10000 - Q91spark-tpcds: 10000 - Q42spark-tpcds: 10000 - Q03spark-tpcds: 3000 - Q82spark-tpcds: 3000 - Q76spark-tpcds: 3000 - Q71spark-tpcds: 3000 - Q52spark-tpcds: 3000 - Q44spark-tpcds: 3000 - Q39spark-tpcds: 3000 - Q37spark-tpcds: 3000 - Q32spark-tpcds: 3000 - Q26spark-tpcds: 3000 - Q09spark-tpcds: 3000 - Q07spark-tpcds: 50 - Q99spark-tpcds: 50 - Q96spark-tpcds: 50 - Q90spark-tpcds: 50 - Q88spark-tpcds: 50 - Q86spark-tpcds: 50 - Q85spark-tpcds: 50 - Q83spark-tpcds: 50 - Q73spark-tpcds: 50 - Q66spark-tpcds: 50 - Q62spark-tpcds: 50 - Q60spark-tpcds: 50 - Q58spark-tpcds: 50 - Q57spark-tpcds: 50 - Q56spark-tpcds: 50 - Q55spark-tpcds: 50 - Q52spark-tpcds: 50 - Q48spark-tpcds: 50 - Q42spark-tpcds: 50 - Q37spark-tpcds: 50 - Q34spark-tpcds: 50 - Q32spark-tpcds: 50 - Q27spark-tpcds: 50 - Q26spark-tpcds: 50 - Q21spark-tpcds: 50 - Q19spark-tpcds: 50 - Q18spark-tpcds: 50 - Q13spark-tpcds: 50 - Q07spark-tpcds: 50 - Q01c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3221.79109.00115.49146.9461.9897.8781.18212.8561.20114.2321.2790.9439.5078.2250.1315.23121.3912.8211.6317.4782.3511.98124.226.9515.1475.358.753.957.2517.399.109.4483.289.7312.6389.178.28.216.4671.919.9011.2584.4114.9423.3451.1549.065.745.5911.4055.3823.516.3775.9747.6523.456.6287.6342.6642.2926.3933.3676.7523.3579.99120.24123.8911.0720.5522.8966.204.4850.227.3229.7658.9533.03114.2753.3749.6885.8750.9581.5668.0623.3779.9851.6130.3084.186.8965.214.91350.773.336.8012.2143.605.99127.5550.3761.246.80120.366.31128.587.087.17350.1853.5768.1735.877.804.325.0010.087.403.0293.0144.316.084.742.316.0713.385.3412.328.713.315.925.822.8347.843.163.042.302.285.793.203.3037.2588.5464.729.3537.893.3739.459.443.3433.4717.7120.4371.5040.8273.46123.8255.2571.8412.0518.5337.7231.8265.9282.125.333.363.667.204.878.905.916.317.225.108.527.607.366.284.905.345.344.457.016.675.667.256.005.606.917.496.137.016.6435.78120.10154.32177.13108.70110.2781.47293.91112.76193.6841.99167.4856.6137.1990.7129.43206.1724.9323.8835.65141.8422.10191.3713.4328.3296.9315.448.4014.0821.6813.3413.29110.1418.9123.61113.5715.6215.5312.16136.6118.1021.70150.1721.8740.4588.9454.749.989.5121.7599.3637.6511.3100.4758.2740.611.71155.0373.3478.6643.255.8398.8040.13137.78219.13201.6217.9336.6740.58119.317.5385.4313.0349.07107.6657.54195.0691.9183.42154.7389.21143.16115.4941.02140.8967.1851.59144.711.4084.498.34604.655.9711.7920.7275.7310.09212.1184.54106.3311.38208.479.68218.6612.2911.97587.0189.98113.2913.577.507.9915.3712.344.67152.699.907.623.779.3322.498.9718.1914.575.069.279.654.524.744.953.223.579.284.594.5457.1390.5814.414.9512.614.5826.6334.7295.7456.52127.76167.40106.22120.1816.8726.1349.9255.0485.21143.877.904.946.0312.347.0015.3410.3211.7610.978.4016.0414.6612.211.117.498.348.508.2411.9912.159.6012.2610.468.1111.1611.9310.5212.3711.9022.51213.07232.57279.80122.36149.58155.03392.1989.65117.6621.4496.7271.9489.7052.8515.26153.4712.9112.7818.7299.1112.34186.037.3915.14108.469.134.118.0530.6111.2511.54100.2310.5613.29101.018.968.916.7181.5510.0411.96120.0123.8831.2452.6682.876.056.0011.1678.4525.086.50111.2682.9924.626.7989.8843.7346.6034.0434.21144.1824.4382.04124.8012.4023.1831.6969.094.7454.467.9131.3862.7734.94116.7656.1054.2691.0455.3390.9572.1125.3892.7980.5631.19133.687.1993.625.40366.923.627.5611.7442.706.48133.6553.1064.637.10124.956.53132.737.507.69363.4056.0672.0634.408.474.625.1610.837.653.25147.4347.156.535.362.456.6114.245.7912.309.113.596.146.253.0072.533.403.352.462.476.243.403.4142.7592.3792.4613.4141.493.5546.3643.3574.5342.3831.2244.913.5519.053.4612.3524.4645.1140.0223.3323.79136.0566.3377.60231.9477.7188.3712.3924.2283.3272.3482.92137.665.243.704.358.605.259.286.507.017.115.439.278.308.006.625.105.505.734.496.737.175.487.486.096.167.497.606.597.586.9921.6965.4782.2381.7860.3996.0049.99157.2158.07113.2221.1390.1429.9778.0249.9714.72103.6912.8411.6917.5875.2211.89117.587.1814.8663.538.714.017.7114.569.159.0185.109.9112.4288.758.468.506.6069.589.5711.2674.7914.3323.2250.1244.465.755.5511.2053.1223.306.4869.6648.8623.096.5683.2642.4843.4326.0231.8676.7923.2776.35118.70117.8510.3319.7923.4864.604.6250.327.3329.9159.3933.25113.8752.5051.4284.7849.6078.7567.5822.8279.7350.2630.7584.206.5454.255.07353.023.386.7911.6542.725.95129.9350.1460.346.83119.176.01130.207.077.29346.7253.4267.5533.428.234.364.8310.157.133.0688.5743.026.215.072.335.7413.875.5612.258.833.385.705.862.8745.062.983.132.362.305.792.963.1937.5187.6461.429.4038.913.3738.099.303.3434.1616.9720.7773.3533.1074.1686.2054.5269.3612.1715.5134.7629.6463.2886.014.963.393.847.154.618.926.146.546.865.058.768.147.256.444.795.355.464.206.816.605.586.846.075.567.087.586.106.997.0936.8797.54148.14152.95110.01117.8563.55257.67109.05197.7441.35173.0059.49142.1192.1728.71202.9424.6123.1633.21145.5621.42184.4913.6228.24104.7314.607.4913.1723.2713.7114.54117.6717.6222.55118.6415.4715.3511.61136.4917.9420.38146.3823.3346.3299.8258.219.499.0419.20101.7145.4611.46102.8656.4144.8111.18161.3382.2081.6248.0060.78100.4444.1144.58224.69202.8519.3136.9742.60118.297.1692.5912.3354.64108.0660.53208.6296.1590.67153.7790.26141.54122.8041.45139.2769.3854.75151.9710.9379.117.91628.905.3711.2520.3376.179.43226.5988.98106.9911.21210.6610.08226.8712.1411.85608.4993.20117.7158.2313.116.767.6015.8611.984.929.928.053.349.3122.348.7919.5314.415.539.049.484.524.364.713.583.369.184.434.9358.9384.6913.334.7413.224.8131.1539.32101.0055.45130.71153.41104.03124.3419.1724.0449.6454.6093.37147.628.095.025.6611.697.5714.9410.0410.6910.748.2715.1414.0111.7611.007.848.798.207.0211.8611.348.8911.389.828.8712.2212.169.7811.5411.4923.60114.84120.76101.6663.90144.29102.83198.0761.62118.4722.0299.0431.481.2252.3115.32148.2212.7712.6118.8488.6312.63147.177.4715.2868.269.104.208.2616.7211.8310.6997.2410.5913.0995.939.328.976.7974.2210.7312.0478.3817.4424.0452.982.46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6.805.184.966.326.606.326.295.8631.62164.28142.50263.98108.36175.29151.47350.99118.93130.7218.42102.1243.18118.3853.0913.82157.3711.9711.93138.1116.3793.5610.86193.837.2214.42122.898.294.437.6624.7413.1712.71156.0310.1012.54157.138.558.446.45112.679.9611.8789.7926.7137.0354.3181.975.525.3612.1874.2727.576.15120.7686.4726.066.43112.7147.2952.3432.5140.53143.5827.8890.42154.34145.7712.6222.0533.73110.234.9455.957.8734.2966.0541.60128.2459.3055.30104.5155.9196.4980.0226.9385.7188.4733.20131.086.9596.274.99462.063.696.9813.5447.856.60141.6055.8068.496.85149.216.63141.647.547.48387.2160.0076.2538.659.754.725.1412.857.903.20122.5247.876.585.192.436.3415.385.8313.929.993.646.216.463.0274.133.153.292.422.436.343.163.4548.20104.3795.5012.1644.213.5344.1552.1476.1146.2137.5348.38229.3313.5822.033.5313.5538.3734.6828.9627.4048.7825.67330.6415.4758.2027.6748.6544.48216.1041.91233.4115.23223.1427.59337.0244.42169.7474.26165.4430.4071.92137.8358.3698.79158.8362.3893.3314.8033.3867.5077.46318.45178.825.083.644.258.984.878.685.896.687.125.147.887.958.346.694.935.115.714.506.657.145.097.165.725.676.837.617.006.936.5241.32101.21116.89149.397.73148.4774.96243.56101.36158.7523.02124.5647.33114.8269.9017.77159.9015.1014.77155.7920.62110.0313.42165.209.2917.89100.099.905.979.5328.3915.7616.76174.2812.3515.57181.4710.2910.548.19110.4912.5714.82118.4928.7532.7872.1149.726.836.7414.8382.637.488.1296.0951.4534.068.17138.9565.2463.8136.0350.9678.3833.89117.61198.38158.7113.1626.9730.3697.755.7877.619.5845.2688.1948.38171.0982.8475.36128.9773.30121.39106.3133.75101.8969.1241.23127.118.4878.386.22525.475.018.1717.9062.087.99194.7167.3684.698.39182.467.95176.559.198.95490.1472.6499.1146.6812.155.886.1617.459.623.85128.9958.907.806.183.057.5919.187.3118.5212.154.397.597.833.7066.994.624.113.042.967.593.684.0556.91135.9485.5912.1858.235.0261.5164.40104.4353.3546.0363.46220.1111.5827.594.4817.2251.4242.4034.6836.2942.6431.77417.3419.2655.2234.8357.2952.55285.8843.96215.3219.12291.6933.98393.1552.89173.9783.77162.7399.2726.3942.1279.3844.89100.00127.7174.34106.0317.8727.1751.1056.54146.60113.726.584.434.9810.376.2110.777.468.468.966.019.329.719.617.935.736.177.085.568.118.956.178.886.906.728.629.598.448.438.59OpenBenchmarking.org

Apache Spark TPC-DS

This is a benchmark of Apache Spark using the TPC-DS data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration and leverages the https://github.com/databricks/tpcds-kit and https://github.com/IBM/spark-tpc-ds-performance-test/ projects for testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q42n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.30, N = 3SE +/- 0.25, N = 3SE +/- 3.77, N = 3SE +/- 5.00, N = 3SE +/- 0.60, N = 3SE +/- 0.32, N = 3SE +/- 0.49, N = 3SE +/- 1.01, N = 3SE +/- 0.69, N = 3SE +/- 0.62, N = 3SE +/- 1.15, N = 3SE +/- 0.64, N = 341.3231.6241.43133.9873.1950.2723.6036.8721.6922.5135.7821.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 4.97, N = 3SE +/- 24.91, N = 3SE +/- 9.25, N = 3SE +/- 2.04, N = 3SE +/- 0.42, N = 3SE +/- 1.23, N = 3SE +/- 0.15, N = 3SE +/- 1.55, N = 3SE +/- 0.26, N = 3SE +/- 2.81, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3101.21164.2894.08242.20133.04130.86114.8497.5465.47213.07120.10109.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6060120180240300SE +/- 1.39, N = 3SE +/- 19.04, N = 3SE +/- 6.26, N = 3SE +/- 9.81, N = 3SE +/- 5.82, N = 3SE +/- 0.33, N = 3SE +/- 3.63, N = 3SE +/- 3.65, N = 3SE +/- 0.31, N = 3SE +/- 5.46, N = 3SE +/- 1.81, N = 3SE +/- 1.57, N = 3116.89142.50115.66292.54156.27158.79120.76148.1482.23232.57154.32115.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6060120180240300SE +/- 5.43, N = 3SE +/- 11.49, N = 3SE +/- 0.05, N = 3SE +/- 3.80, N = 3SE +/- 0.60, N = 3SE +/- 3.87, N = 3SE +/- 0.41, N = 3SE +/- 0.58, N = 3SE +/- 0.40, N = 3149.30263.98130.28289.57151.34157.51101.66152.9581.78279.80177.13146.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 2.15, N = 3SE +/- 20.51, N = 3SE +/- 2.23, N = 3SE +/- 12.54, N = 3SE +/- 2.52, N = 3SE +/- 2.31, N = 3SE +/- 0.19, N = 3SE +/- 3.80, N = 3SE +/- 0.08, N = 3SE +/- 6.37, N = 3SE +/- 1.40, N = 3SE +/- 0.09, N = 397.73108.3678.92200.79112.1193.2663.90110.0160.39122.36108.7061.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6070140210280350SE +/- 0.31, N = 3SE +/- 0.47, N = 3SE +/- 118.11, N = 3SE +/- 31.99, N = 3SE +/- 0.20, N = 3SE +/- 0.77, N = 3SE +/- 0.12, N = 3SE +/- 0.48, N = 3SE +/- 0.09, N = 3148.47175.29134.52313.92218.30145.00144.29117.8596.00149.58110.2797.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 3.35, N = 3SE +/- 2.70, N = 3SE +/- 6.60, N = 3SE +/- 13.68, N = 3SE +/- 1.05, N = 3SE +/- 0.35, N = 3SE +/- 0.21, N = 3SE +/- 1.65, N = 3SE +/- 0.90, N = 3SE +/- 0.41, N = 3SE +/- 2.29, N = 3SE +/- 0.34, N = 374.96151.4775.23141.1983.4883.90102.8363.5549.99155.0381.4781.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60100200300400500SE +/- 5.50, N = 3SE +/- 5.99, N = 3SE +/- 8.41, N = 3SE +/- 16.01, N = 3SE +/- 5.74, N = 3SE +/- 0.42, N = 3SE +/- 3.08, N = 3SE +/- 3.74, N = 3SE +/- 0.22, N = 3SE +/- 4.44, N = 3SE +/- 5.75, N = 3SE +/- 0.19, N = 2243.56350.99233.33446.29266.65233.84198.07257.67157.21392.19293.91212.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 22.66, N = 3SE +/- 2.53, N = 3SE +/- 3.95, N = 3SE +/- 2.97, N = 3SE +/- 0.91, N = 3SE +/- 2.54, N = 3SE +/- 0.23, N = 3SE +/- 5.09, N = 3SE +/- 1.47, N = 3101.36118.9372.83158.0799.3376.7461.62109.0558.0789.65112.7661.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6060120180240300SE +/- 2.70, N = 3SE +/- 1.15, N = 3SE +/- 5.06, N = 3SE +/- 38.75, N = 3SE +/- 8.44, N = 3SE +/- 2.06, N = 3SE +/- 0.45, N = 3SE +/- 4.28, N = 3SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 3.65, N = 3SE +/- 0.10, N = 3158.75130.72147.68290.08185.22163.76118.47197.74113.22117.66193.68114.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 0.26, N = 9SE +/- 0.20, N = 9SE +/- 0.09, N = 3SE +/- 0.21, N = 5SE +/- 0.39, N = 9SE +/- 0.39, N = 4SE +/- 0.20, N = 6SE +/- 0.93, N = 9SE +/- 0.21, N = 9SE +/- 0.14, N = 9SE +/- 0.62, N = 3SE +/- 0.36, N = 323.0218.4216.7818.6022.8118.5522.0241.3521.1321.4441.9921.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 1.32, N = 3SE +/- 1.43, N = 3SE +/- 9.95, N = 3SE +/- 14.24, N = 3SE +/- 3.31, N = 3SE +/- 2.61, N = 3SE +/- 0.37, N = 3SE +/- 1.76, N = 3SE +/- 0.50, N = 3SE +/- 1.28, N = 3SE +/- 7.31, N = 3SE +/- 0.94, N = 3124.56102.12105.19224.55154.23109.9799.04173.0090.1496.72167.4890.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601632486480SE +/- 5.22, N = 3SE +/- 0.88, N = 3SE +/- 10.34, N = 3SE +/- 1.08, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 347.3343.1836.9256.1944.1741.6231.4059.4929.9771.9456.6039.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 3.95, N = 3SE +/- 10.13, N = 3SE +/- 4.48, N = 3SE +/- 6.15, N = 3SE +/- 3.37, N = 3SE +/- 1.61, N = 3SE +/- 1.19, N = 3SE +/- 3.38, N = 3SE +/- 0.33, N = 3SE +/- 0.18, N = 3SE +/- 1.70, N = 3SE +/- 0.60, N = 3114.82118.3894.55185.83116.5195.2981.22142.1178.0289.70137.1978.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 5.03, N = 3SE +/- 0.41, N = 3SE +/- 1.53, N = 3SE +/- 21.98, N = 3SE +/- 2.65, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 1.43, N = 3SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 1.24, N = 3SE +/- 0.03, N = 369.9053.0950.83115.0276.2450.6152.3192.1749.9752.8590.7150.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60714212835SE +/- 0.49, N = 9SE +/- 0.08, N = 9SE +/- 0.02, N = 3SE +/- 0.21, N = 6SE +/- 0.23, N = 9SE +/- 0.21, N = 4SE +/- 0.17, N = 6SE +/- 0.78, N = 9SE +/- 0.16, N = 9SE +/- 0.25, N = 9SE +/- 0.38, N = 3SE +/- 0.37, N = 317.7713.8212.8714.1017.2213.4215.3228.7114.7215.2629.4315.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 7.02, N = 2SE +/- 3.89, N = 3SE +/- 10.10, N = 3SE +/- 4.56, N = 3SE +/- 0.62, N = 2SE +/- 1.03, N = 3SE +/- 1.40, N = 3SE +/- 0.18, N = 2SE +/- 10.02, N = 2159.90157.37123.29236.18171.58146.53148.22202.94103.69153.47206.17121.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60612182430SE +/- 0.30, N = 9SE +/- 0.10, N = 9SE +/- 0.02, N = 3SE +/- 0.08, N = 6SE +/- 0.22, N = 9SE +/- 0.02, N = 4SE +/- 0.09, N = 6SE +/- 0.80, N = 9SE +/- 0.10, N = 9SE +/- 0.11, N = 9SE +/- 0.89, N = 3SE +/- 0.17, N = 315.1011.9710.9711.9715.1111.4112.7724.6112.8412.9124.9312.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60612182430SE +/- 0.30, N = 9SE +/- 0.10, N = 9SE +/- 0.16, N = 3SE +/- 0.07, N = 6SE +/- 0.26, N = 9SE +/- 0.27, N = 4SE +/- 0.14, N = 6SE +/- 1.05, N = 9SE +/- 0.10, N = 9SE +/- 0.14, N = 9SE +/- 1.78, N = 3SE +/- 0.26, N = 314.7711.9310.6112.1514.8010.8712.6123.1611.6912.7823.8811.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3060120180240300SE +/- 5.49, N = 3SE +/- 15.82, N = 2SE +/- 12.37, N = 3SE +/- 4.63, N = 2SE +/- 2.55, N = 3155.79138.11116.63259.72186.79155.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60816243240SE +/- 0.47, N = 9SE +/- 0.15, N = 9SE +/- 0.07, N = 3SE +/- 0.25, N = 6SE +/- 0.36, N = 9SE +/- 0.26, N = 4SE +/- 0.13, N = 6SE +/- 0.69, N = 9SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.86, N = 3SE +/- 0.08, N = 320.6216.3716.0816.5820.7116.5918.8433.2117.5818.7235.6517.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 0.99, N = 3SE +/- 1.52, N = 2SE +/- 0.82, N = 3SE +/- 5.79, N = 3SE +/- 3.91, N = 3SE +/- 0.43, N = 3SE +/- 0.09, N = 2SE +/- 3.19, N = 3SE +/- 0.66, N = 2SE +/- 1.68, N = 3SE +/- 2.00, N = 3SE +/- 0.35, N = 3110.0393.5689.00164.98119.3494.9488.63145.5675.2299.11141.8482.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.17, N = 9SE +/- 0.05, N = 9SE +/- 0.12, N = 3SE +/- 0.04, N = 6SE +/- 0.20, N = 9SE +/- 0.18, N = 4SE +/- 0.16, N = 6SE +/- 0.42, N = 9SE +/- 0.10, N = 9SE +/- 0.09, N = 9SE +/- 0.57, N = 3SE +/- 0.03, N = 313.4210.8610.1810.9313.5110.3112.6321.4211.8912.3422.1011.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6060120180240300SE +/- 4.00, N = 3SE +/- 15.75, N = 3SE +/- 5.31, N = 3SE +/- 9.96, N = 3SE +/- 3.44, N = 3SE +/- 0.19, N = 3SE +/- 0.62, N = 3SE +/- 3.90, N = 3SE +/- 0.34, N = 3SE +/- 3.65, N = 3SE +/- 1.83, N = 3SE +/- 0.29, N = 3165.20193.83139.62254.50182.08169.05147.17184.49117.58186.03191.37124.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.26, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 3SE +/- 0.09, N = 6SE +/- 0.14, N = 9SE +/- 0.08, N = 4SE +/- 0.08, N = 6SE +/- 0.50, N = 9SE +/- 0.08, N = 9SE +/- 0.07, N = 9SE +/- 0.53, N = 3SE +/- 0.09, N = 39.297.226.317.149.116.527.4713.627.187.3913.436.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60714212835SE +/- 0.65, N = 9SE +/- 0.14, N = 9SE +/- 0.25, N = 3SE +/- 0.13, N = 6SE +/- 0.22, N = 9SE +/- 0.32, N = 4SE +/- 0.16, N = 6SE +/- 0.82, N = 9SE +/- 0.17, N = 9SE +/- 0.15, N = 9SE +/- 0.99, N = 3SE +/- 0.34, N = 317.8914.4213.1613.9517.6113.5615.2828.2414.8615.1428.3215.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 2.95, N = 3SE +/- 2.53, N = 3SE +/- 9.39, N = 3SE +/- 2.84, N = 3SE +/- 0.32, N = 3SE +/- 1.37, N = 3SE +/- 0.16, N = 3SE +/- 1.06, N = 3SE +/- 0.36, N = 3100.09122.8986.32136.6999.6990.9968.26104.7363.53108.4696.9375.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.04, N = 3SE +/- 0.11, N = 6SE +/- 0.13, N = 9SE +/- 0.18, N = 4SE +/- 0.12, N = 6SE +/- 0.50, N = 9SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.31, N = 3SE +/- 0.11, N = 39.908.297.218.1010.117.459.1014.608.719.1315.448.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.30, N = 9SE +/- 0.04, N = 9SE +/- 0.07, N = 3SE +/- 0.07, N = 6SE +/- 0.11, N = 9SE +/- 0.11, N = 4SE +/- 0.09, N = 6SE +/- 0.32, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.26, N = 3SE +/- 0.06, N = 35.974.434.154.565.624.314.207.494.014.118.403.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.23, N = 9SE +/- 0.10, N = 9SE +/- 0.09, N = 3SE +/- 0.13, N = 6SE +/- 0.13, N = 9SE +/- 0.05, N = 4SE +/- 0.21, N = 6SE +/- 0.22, N = 9SE +/- 0.14, N = 9SE +/- 0.13, N = 9SE +/- 0.72, N = 3SE +/- 0.02, N = 39.537.666.687.839.706.888.2613.177.718.0514.087.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60714212835SE +/- 0.47, N = 3SE +/- 0.77, N = 3SE +/- 0.55, N = 3SE +/- 2.91, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.16, N = 3SE +/- 1.23, N = 3SE +/- 0.69, N = 3SE +/- 0.18, N = 328.3924.7424.1329.6628.0925.1816.7223.2714.5630.6121.6817.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.57, N = 3SE +/- 0.11, N = 315.7613.1713.5119.1115.7912.6211.8313.719.1511.2513.349.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.19, N = 3SE +/- 0.37, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 316.7612.7112.9118.8815.4413.3310.6914.549.0111.5413.299.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 3.85, N = 3SE +/- 3.28, N = 3SE +/- 1.58, N = 3SE +/- 6.82, N = 3SE +/- 5.50, N = 3SE +/- 0.67, N = 3SE +/- 0.70, N = 3SE +/- 2.60, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 3SE +/- 0.57, N = 3SE +/- 0.85, N = 3174.28156.03158.05162.59174.45156.5697.24117.6785.10100.23110.1483.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.33, N = 9SE +/- 0.10, N = 9SE +/- 0.07, N = 3SE +/- 0.08, N = 6SE +/- 0.25, N = 9SE +/- 0.10, N = 4SE +/- 0.06, N = 6SE +/- 0.43, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.28, N = 3SE +/- 0.05, N = 312.3510.109.0410.0312.779.5710.5917.629.9110.5618.919.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60612182430SE +/- 0.46, N = 9SE +/- 0.12, N = 9SE +/- 0.17, N = 3SE +/- 0.07, N = 6SE +/- 0.29, N = 9SE +/- 0.19, N = 4SE +/- 0.23, N = 6SE +/- 0.37, N = 9SE +/- 0.08, N = 9SE +/- 0.27, N = 9SE +/- 0.63, N = 3SE +/- 0.23, N = 315.5712.5411.3212.4015.3011.9413.0922.5512.4213.2923.6112.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 1.15, N = 3SE +/- 0.44, N = 3SE +/- 1.21, N = 3SE +/- 2.15, N = 3SE +/- 0.83, N = 3SE +/- 1.58, N = 3SE +/- 0.40, N = 3SE +/- 0.91, N = 3SE +/- 0.71, N = 3181.47157.13157.65160.81183.89156.4995.93118.6488.75101.01113.5789.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.20, N = 9SE +/- 0.12, N = 9SE +/- 0.06, N = 3SE +/- 0.09, N = 6SE +/- 0.21, N = 9SE +/- 0.09, N = 4SE +/- 0.13, N = 6SE +/- 0.40, N = 9SE +/- 0.14, N = 9SE +/- 0.16, N = 9SE +/- 0.16, N = 3SE +/- 0.03, N = 310.298.557.618.4510.838.219.3215.478.468.9615.628.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.34, N = 9SE +/- 0.08, N = 9SE +/- 0.17, N = 3SE +/- 0.13, N = 6SE +/- 0.16, N = 9SE +/- 0.16, N = 4SE +/- 0.13, N = 6SE +/- 0.54, N = 9SE +/- 0.12, N = 9SE +/- 0.15, N = 9SE +/- 0.21, N = 3SE +/- 0.10, N = 310.548.447.658.5010.858.108.9715.358.508.9115.538.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.27, N = 9SE +/- 0.04, N = 9SE +/- 0.10, N = 3SE +/- 0.03, N = 6SE +/- 0.15, N = 9SE +/- 0.14, N = 4SE +/- 0.03, N = 6SE +/- 0.24, N = 9SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.47, N = 3SE +/- 0.04, N = 38.196.456.006.447.926.276.7911.616.606.7112.166.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 21.61, N = 3SE +/- 1.30, N = 3SE +/- 15.74, N = 3SE +/- 3.94, N = 3SE +/- 0.66, N = 3SE +/- 3.06, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.41, N = 3110.49112.6774.79140.94117.8776.8674.22136.4969.5881.55136.6171.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.42, N = 9SE +/- 0.12, N = 9SE +/- 0.18, N = 3SE +/- 0.16, N = 6SE +/- 0.19, N = 9SE +/- 0.09, N = 4SE +/- 0.30, N = 6SE +/- 0.32, N = 9SE +/- 0.13, N = 9SE +/- 0.10, N = 9SE +/- 0.55, N = 3SE +/- 0.16, N = 312.579.968.949.7512.139.4810.7317.949.5710.0418.109.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.32, N = 9SE +/- 0.06, N = 9SE +/- 0.11, N = 3SE +/- 0.06, N = 6SE +/- 0.19, N = 9SE +/- 0.08, N = 4SE +/- 0.09, N = 6SE +/- 0.48, N = 9SE +/- 0.09, N = 9SE +/- 0.04, N = 9SE +/- 0.76, N = 3SE +/- 0.11, N = 314.8211.8710.8011.8014.5711.2012.0420.3811.2611.9621.7011.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 0.93, N = 3SE +/- 0.26, N = 3SE +/- 21.40, N = 2SE +/- 0.62, N = 3SE +/- 1.50, N = 3SE +/- 0.79, N = 3SE +/- 0.70, N = 3SE +/- 0.28, N = 3118.4989.7988.36125.81112.0792.6178.38146.3874.79120.01150.1784.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60714212835SE +/- 3.38, N = 3SE +/- 0.65, N = 3SE +/- 1.51, N = 3SE +/- 0.45, N = 3SE +/- 0.44, N = 3SE +/- 0.53, N = 2SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 2.41, N = 3SE +/- 0.07, N = 328.7526.7123.5124.9928.6625.0317.4423.3314.3323.8821.8714.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601122334455SE +/- 4.77, N = 3SE +/- 1.44, N = 3SE +/- 14.18, N = 3SE +/- 0.92, N = 3SE +/- 0.42, N = 3SE +/- 1.41, N = 3SE +/- 0.46, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 332.7837.0326.6443.5134.9324.2524.0446.3223.2231.2440.4523.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.55, N = 3SE +/- 0.85, N = 3SE +/- 8.72, N = 3SE +/- 0.99, N = 3SE +/- 0.57, N = 3SE +/- 2.26, N = 3SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.65, N = 372.1154.3150.9661.4370.0450.3052.9099.8250.1252.6688.9451.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.35, N = 3SE +/- 4.21, N = 3SE +/- 0.42, N = 3SE +/- 1.15, N = 3SE +/- 0.11, N = 3SE +/- 1.03, N = 3SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 349.7281.9741.9183.2048.8647.3482.4658.2144.4682.8754.7449.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.15, N = 9SE +/- 0.03, N = 9SE +/- 0.07, N = 3SE +/- 0.03, N = 6SE +/- 0.12, N = 9SE +/- 0.04, N = 4SE +/- 0.03, N = 6SE +/- 0.28, N = 9SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.27, N = 3SE +/- 0.04, N = 36.835.525.115.486.785.046.069.495.756.059.985.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.25, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.13, N = 6SE +/- 0.21, N = 9SE +/- 0.06, N = 4SE +/- 0.06, N = 6SE +/- 0.17, N = 9SE +/- 0.04, N = 9SE +/- 0.08, N = 9SE +/- 0.20, N = 3SE +/- 0.15, N = 36.745.365.055.456.824.815.909.045.556.009.515.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.42, N = 9SE +/- 0.14, N = 8SE +/- 0.06, N = 3SE +/- 0.11, N = 6SE +/- 0.23, N = 8SE +/- 0.13, N = 4SE +/- 0.08, N = 6SE +/- 0.27, N = 3SE +/- 0.10, N = 9SE +/- 0.11, N = 8SE +/- 0.49, N = 3SE +/- 0.15, N = 314.8312.1811.1211.7214.5911.2011.0819.2011.2011.1621.7511.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 1.29, N = 3SE +/- 0.80, N = 3SE +/- 1.71, N = 3SE +/- 0.95, N = 3SE +/- 0.07, N = 3SE +/- 1.77, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.41, N = 382.6074.2752.9477.1371.7352.0855.32101.7153.1278.4599.3655.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 0.43, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.55, N = 3SE +/- 0.44, N = 3SE +/- 2.22, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 337.4827.5726.2927.8033.5227.1724.6445.4623.3025.0837.6523.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.46, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 38.126.155.886.067.266.416.7411.466.486.5011.306.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.15, N = 3SE +/- 2.23, N = 3SE +/- 3.68, N = 3SE +/- 17.50, N = 3SE +/- 5.24, N = 3SE +/- 0.25, N = 3SE +/- 1.88, N = 3SE +/- 1.47, N = 3SE +/- 1.52, N = 3SE +/- 0.11, N = 3SE +/- 0.66, N = 3SE +/- 0.34, N = 396.09120.7693.40135.64101.9989.23101.78102.8669.66111.26100.4775.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.86, N = 3SE +/- 0.81, N = 3SE +/- 0.59, N = 3SE +/- 1.19, N = 3SE +/- 1.55, N = 3SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 2.84, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 3SE +/- 1.57, N = 3SE +/- 0.05, N = 351.4586.4749.3092.5352.9147.6084.6356.4148.8682.9958.2747.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.48, N = 3SE +/- 0.60, N = 3SE +/- 0.37, N = 3SE +/- 0.71, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 334.0626.0623.7626.3633.6124.5323.8344.8123.0924.6240.6023.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.24, N = 9SE +/- 0.03, N = 9SE +/- 0.09, N = 3SE +/- 0.04, N = 6SE +/- 0.14, N = 9SE +/- 0.03, N = 4SE +/- 0.04, N = 6SE +/- 0.31, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.17, N = 3SE +/- 0.04, N = 38.176.436.046.347.946.256.8511.186.566.7911.716.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 4.92, N = 3SE +/- 2.88, N = 3SE +/- 10.80, N = 3SE +/- 1.03, N = 3SE +/- 0.56, N = 3SE +/- 1.94, N = 3SE +/- 0.43, N = 3SE +/- 0.67, N = 3SE +/- 1.92, N = 3138.95112.71101.75126.89131.67101.0793.46161.3383.2689.88155.0387.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.23, N = 3SE +/- 5.26, N = 3SE +/- 6.80, N = 3SE +/- 2.16, N = 3SE +/- 0.17, N = 3SE +/- 1.59, N = 3SE +/- 0.05, N = 3SE +/- 0.79, N = 3SE +/- 0.20, N = 365.2447.2954.0560.0864.0347.8343.5882.2042.4843.7373.3442.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 1.36, N = 3SE +/- 3.90, N = 3SE +/- 1.32, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 1.43, N = 3SE +/- 0.50, N = 3SE +/- 0.36, N = 3SE +/- 3.48, N = 3SE +/- 0.10, N = 363.8152.3450.4356.6565.9353.0743.5981.6243.4346.6078.6642.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601122334455SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 1.18, N = 3SE +/- 0.92, N = 3SE +/- 0.22, N = 3SE +/- 1.05, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 336.0332.5125.1034.0034.5525.0432.4248.0026.0234.0443.2026.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601428425670SE +/- 0.24, N = 3SE +/- 0.55, N = 3SE +/- 1.05, N = 3SE +/- 1.18, N = 3SE +/- 0.31, N = 3SE +/- 1.16, N = 3SE +/- 0.10, N = 3SE +/- 0.65, N = 3SE +/- 0.14, N = 350.9640.5338.0441.6148.7439.0135.7360.7831.8634.2155.8333.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 1.51, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 1.13, N = 3SE +/- 0.02, N = 378.38143.5875.88143.8178.8976.64144.12100.4476.79144.1898.8076.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 0.96, N = 3SE +/- 0.11, N = 3SE +/- 0.40, N = 3SE +/- 0.41, N = 3SE +/- 0.42, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 3SE +/- 1.22, N = 3SE +/- 0.26, N = 333.8927.8826.1427.3333.3727.4424.7544.1023.2724.4340.1323.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.46, N = 3SE +/- 0.33, N = 3SE +/- 5.00, N = 3SE +/- 1.20, N = 3SE +/- 0.92, N = 3SE +/- 1.47, N = 3SE +/- 0.68, N = 3SE +/- 0.75, N = 3SE +/- 1.01, N = 3117.6190.4284.38111.40110.4085.6878.73144.5876.3582.04137.7879.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 6.34, N = 3SE +/- 0.19, N = 3SE +/- 2.31, N = 3SE +/- 0.58, N = 3SE +/- 1.54, N = 3SE +/- 0.57, N = 3SE +/- 0.51, N = 3SE +/- 0.99, N = 3SE +/- 0.53, N = 3198.38154.34140.62151.86185.84144.74124.78224.69118.70124.80219.13120.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60n2d-standard-64c3d-standard-6050100150200250SE +/- 1.53, N = 3SE +/- 2.15, N = 2SE +/- 23.03, N = 3SE +/- 4.48, N = 3SE +/- 1.65, N = 3SE +/- 0.73, N = 2SE +/- 0.13, N = 2158.71145.77131.37220.44176.99151.42143.54202.85117.85201.62123.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.52, N = 3SE +/- 1.50, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.67, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.39, N = 3SE +/- 0.31, N = 313.1612.6210.8315.3714.1811.0510.4119.3110.3312.4017.9311.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60918273645SE +/- 0.85, N = 3SE +/- 0.39, N = 3SE +/- 0.12, N = 3SE +/- 0.44, N = 3SE +/- 1.19, N = 3SE +/- 0.71, N = 3SE +/- 0.23, N = 3SE +/- 0.66, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 326.9722.0519.9224.0928.6920.4221.4336.9719.7923.1836.6720.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 0.93, N = 3SE +/- 0.70, N = 3SE +/- 0.35, N = 3SE +/- 6.07, N = 3SE +/- 2.27, N = 3SE +/- 0.12, N = 3SE +/- 0.25, N = 3SE +/- 1.23, N = 3SE +/- 1.47, N = 3SE +/- 0.19, N = 3SE +/- 0.98, N = 3SE +/- 0.23, N = 330.3633.7323.1434.8333.1124.9730.6742.6023.4831.6940.5822.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 17.79, N = 3SE +/- 2.26, N = 3SE +/- 24.14, N = 3SE +/- 1.90, N = 3SE +/- 0.87, N = 3SE +/- 0.39, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 397.75110.2376.73100.0096.9677.0268.10118.2964.6069.09119.3166.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 6SE +/- 0.15, N = 9SE +/- 0.06, N = 4SE +/- 0.07, N = 6SE +/- 0.09, N = 9SE +/- 0.12, N = 9SE +/- 0.03, N = 9SE +/- 0.12, N = 3SE +/- 0.05, N = 35.784.944.084.885.794.604.717.164.624.747.534.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.42, N = 3SE +/- 0.23, N = 3SE +/- 0.74, N = 3SE +/- 2.24, N = 3SE +/- 0.28, N = 3SE +/- 0.46, N = 3SE +/- 0.23, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 377.6155.9551.6757.9970.3151.5752.9992.5950.3254.4685.4350.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.24, N = 9SE +/- 0.04, N = 9SE +/- 0.04, N = 3SE +/- 0.06, N = 6SE +/- 0.18, N = 9SE +/- 0.09, N = 4SE +/- 0.10, N = 6SE +/- 0.28, N = 9SE +/- 0.04, N = 9SE +/- 0.07, N = 9SE +/- 0.27, N = 3SE +/- 0.20, N = 39.587.877.087.859.777.407.8412.337.337.9113.037.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601224364860SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.88, N = 3SE +/- 0.20, N = 3SE +/- 1.44, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.11, N = 345.2634.2932.0033.5440.9732.8031.4954.6429.9131.3849.0729.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.19, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.82, N = 3SE +/- 0.30, N = 3SE +/- 1.81, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 388.1966.0561.3566.1081.9761.8062.52108.0659.3962.77107.6658.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601428425670SE +/- 0.41, N = 3SE +/- 0.23, N = 3SE +/- 0.63, N = 3SE +/- 4.84, N = 3SE +/- 0.97, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 3SE +/- 0.34, N = 3SE +/- 0.59, N = 3SE +/- 0.36, N = 3SE +/- 0.33, N = 3SE +/- 0.15, N = 348.3841.6039.7651.1750.1740.5934.5860.5333.2534.9457.5433.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 1.40, N = 3SE +/- 6.24, N = 3SE +/- 22.58, N = 3SE +/- 2.20, N = 3SE +/- 0.46, N = 3SE +/- 2.52, N = 3SE +/- 0.58, N = 3SE +/- 1.03, N = 3SE +/- 0.06, N = 3171.09128.24144.54165.85169.69141.89117.83208.62113.87116.76195.06114.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.69, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 1.10, N = 3SE +/- 0.46, N = 3SE +/- 0.50, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.12, N = 382.8459.3056.0659.8375.1755.9955.5596.1552.5056.1091.9153.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 2.40, N = 3SE +/- 0.16, N = 3SE +/- 0.42, N = 3SE +/- 0.55, N = 3SE +/- 0.35, N = 3SE +/- 0.35, N = 3SE +/- 0.75, N = 375.3655.3050.5158.8967.8851.0254.3490.6751.4254.2683.4249.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.76, N = 3SE +/- 1.04, N = 3SE +/- 2.47, N = 3SE +/- 14.06, N = 3SE +/- 3.31, N = 3SE +/- 0.80, N = 3SE +/- 0.64, N = 3SE +/- 3.50, N = 3SE +/- 1.34, N = 3SE +/- 2.30, N = 3SE +/- 2.35, N = 3SE +/- 0.03, N = 3128.97104.51109.70136.77133.28106.8489.51153.7784.7891.04154.7385.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 2.92, N = 3SE +/- 0.04, N = 3SE +/- 1.52, N = 3SE +/- 17.06, N = 3SE +/- 2.05, N = 3SE +/- 1.01, N = 3SE +/- 0.74, N = 3SE +/- 0.48, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 1.19, N = 3SE +/- 0.53, N = 373.3055.9153.2889.2773.4852.2455.4090.2649.6055.3389.2150.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.61, N = 3SE +/- 3.17, N = 3SE +/- 2.40, N = 3SE +/- 18.33, N = 3SE +/- 5.01, N = 3SE +/- 1.28, N = 3SE +/- 0.03, N = 2SE +/- 1.39, N = 3SE +/- 0.12, N = 3SE +/- 0.42, N = 3SE +/- 1.83, N = 3SE +/- 0.63, N = 3121.3996.49100.73135.11122.0196.9583.99141.5478.7590.95143.1681.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 3.35, N = 3SE +/- 0.88, N = 3SE +/- 2.47, N = 3SE +/- 1.64, N = 3SE +/- 0.38, N = 3SE +/- 3.28, N = 3SE +/- 0.21, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 3106.3180.0269.7082.5094.5772.5771.51122.8067.5872.11115.4968.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60918273645SE +/- 1.48, N = 3SE +/- 1.25, N = 3SE +/- 0.27, N = 3SE +/- 0.96, N = 3SE +/- 0.16, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 3SE +/- 0.98, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.54, N = 3SE +/- 0.13, N = 333.7526.9324.2726.9432.5624.0325.1941.4522.8225.3841.0223.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.14, N = 3SE +/- 1.16, N = 2SE +/- 0.35, N = 3SE +/- 0.73, N = 2101.8985.7183.6192.80108.4884.8077.61139.2779.7392.79140.8979.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.79, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 2.61, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 2.82, N = 3SE +/- 0.06, N = 369.1288.4761.2690.9171.2661.7577.5469.3850.2680.5667.1851.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601224364860SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.30, N = 3SE +/- 1.17, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.90, N = 3SE +/- 0.32, N = 341.2333.2031.7033.4241.8032.0231.6354.7530.7531.1951.5930.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 1.98, N = 3SE +/- 0.25, N = 3SE +/- 0.42, N = 3SE +/- 1.25, N = 3SE +/- 0.56, N = 3SE +/- 2.44, N = 3SE +/- 1.86, N = 3SE +/- 0.27, N = 3SE +/- 1.43, N = 3127.11131.0889.05136.72113.1289.16120.27151.9784.20133.68144.7084.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.18, N = 9SE +/- 0.06, N = 9SE +/- 0.04, N = 3SE +/- 0.10, N = 6SE +/- 0.14, N = 9SE +/- 0.07, N = 4SE +/- 0.15, N = 6SE +/- 0.33, N = 9SE +/- 0.07, N = 9SE +/- 0.09, N = 9SE +/- 0.32, N = 3SE +/- 0.10, N = 38.486.956.356.798.596.337.3810.936.547.1911.406.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 1.42, N = 3SE +/- 0.59, N = 3SE +/- 0.14, N = 3SE +/- 0.76, N = 3SE +/- 0.35, N = 3SE +/- 0.32, N = 3SE +/- 1.89, N = 3SE +/- 0.41, N = 3SE +/- 0.41, N = 3SE +/- 0.46, N = 3SE +/- 1.12, N = 3SE +/- 0.43, N = 378.3896.2767.5697.3178.2470.4074.0379.1154.2593.6284.4965.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.16, N = 9SE +/- 0.02, N = 9SE +/- 0.07, N = 3SE +/- 0.09, N = 6SE +/- 0.12, N = 9SE +/- 0.07, N = 4SE +/- 0.09, N = 6SE +/- 0.22, N = 9SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.10, N = 3SE +/- 0.04, N = 36.224.994.655.066.254.655.467.915.075.408.344.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60140280420560700SE +/- 27.44, N = 3SE +/- 16.86, N = 3SE +/- 56.70, N = 3SE +/- 15.46, N = 3SE +/- 0.49, N = 3SE +/- 9.47, N = 3SE +/- 4.54, N = 3SE +/- 3.40, N = 3SE +/- 2.99, N = 3525.47462.06381.79441.58512.23352.26364.47628.90353.02366.92604.65350.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.34332.68664.02995.37326.7165SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 35.013.693.353.654.493.463.555.373.383.625.973.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.08, N = 3SE +/- 0.09, N = 6SE +/- 0.12, N = 9SE +/- 0.10, N = 4SE +/- 0.08, N = 6SE +/- 0.22, N = 9SE +/- 0.11, N = 9SE +/- 0.11, N = 9SE +/- 0.85, N = 3SE +/- 0.05, N = 38.176.986.587.098.486.667.4811.256.797.5611.796.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.45, N = 9SE +/- 0.10, N = 9SE +/- 0.18, N = 3SE +/- 0.07, N = 6SE +/- 0.43, N = 9SE +/- 0.04, N = 4SE +/- 0.16, N = 6SE +/- 0.48, N = 9SE +/- 0.12, N = 9SE +/- 0.21, N = 9SE +/- 0.63, N = 3SE +/- 0.22, N = 317.9013.5412.5513.4117.2712.9011.5820.3311.6511.7420.7212.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 1.71, N = 3SE +/- 0.45, N = 3SE +/- 2.92, N = 3SE +/- 5.71, N = 3SE +/- 5.58, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.73, N = 3SE +/- 0.68, N = 3SE +/- 0.12, N = 3SE +/- 1.01, N = 3SE +/- 0.58, N = 362.0847.8556.7359.7363.2049.4643.3576.1742.7242.7075.7343.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.17, N = 9SE +/- 0.07, N = 9SE +/- 0.08, N = 3SE +/- 0.08, N = 6SE +/- 0.15, N = 9SE +/- 0.06, N = 4SE +/- 0.08, N = 6SE +/- 0.19, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.34, N = 3SE +/- 0.07, N = 37.996.605.676.618.145.946.549.435.956.4810.095.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 0.35, N = 3SE +/- 0.71, N = 3SE +/- 0.72, N = 3SE +/- 0.60, N = 3SE +/- 0.42, N = 3SE +/- 0.93, N = 3SE +/- 0.31, N = 3SE +/- 0.62, N = 3SE +/- 0.61, N = 3194.71141.60133.58141.96177.66131.74136.15226.59129.93133.65212.11127.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.67, N = 3SE +/- 0.21, N = 3SE +/- 1.15, N = 3SE +/- 17.18, N = 3SE +/- 2.14, N = 3SE +/- 0.84, N = 3SE +/- 1.01, N = 3SE +/- 1.92, N = 3SE +/- 0.22, N = 3SE +/- 0.41, N = 3SE +/- 2.59, N = 3SE +/- 0.65, N = 367.3655.8054.7188.8773.1651.9054.1788.9850.1453.1084.5450.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 2.38, N = 3SE +/- 0.80, N = 3SE +/- 0.32, N = 3SE +/- 0.49, N = 3SE +/- 1.27, N = 3SE +/- 0.18, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 1.29, N = 3SE +/- 0.37, N = 384.6968.4963.7269.1086.4065.0164.37106.9960.3464.63106.3361.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.12, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 3SE +/- 0.13, N = 6SE +/- 0.14, N = 9SE +/- 0.16, N = 4SE +/- 0.05, N = 6SE +/- 0.32, N = 9SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.15, N = 3SE +/- 0.12, N = 38.396.856.436.918.706.507.1911.216.837.1011.386.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 1.88, N = 3SE +/- 1.18, N = 3SE +/- 4.60, N = 3SE +/- 5.14, N = 3SE +/- 4.94, N = 3SE +/- 0.51, N = 3SE +/- 0.88, N = 3SE +/- 2.76, N = 3SE +/- 0.09, N = 3SE +/- 0.82, N = 3SE +/- 4.69, N = 3SE +/- 0.61, N = 3182.46149.21149.17159.59188.77144.22126.48210.66119.17124.95208.47120.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.22, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 3SE +/- 0.05, N = 6SE +/- 0.13, N = 9SE +/- 0.10, N = 4SE +/- 0.08, N = 6SE +/- 0.34, N = 9SE +/- 0.08, N = 9SE +/- 0.10, N = 9SE +/- 0.27, N = 3SE +/- 0.05, N = 37.956.635.716.297.915.926.4110.086.016.539.686.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 1.73, N = 3SE +/- 0.42, N = 3SE +/- 1.07, N = 3SE +/- 0.27, N = 3SE +/- 4.22, N = 3SE +/- 1.24, N = 3SE +/- 0.15, N = 3SE +/- 1.05, N = 3SE +/- 1.44, N = 3SE +/- 0.71, N = 3SE +/- 4.88, N = 3SE +/- 0.97, N = 3176.55141.64134.14142.93183.40133.92133.26226.87130.20132.73218.66128.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.13, N = 9SE +/- 0.04, N = 9SE +/- 0.16, N = 3SE +/- 0.09, N = 6SE +/- 0.20, N = 9SE +/- 0.12, N = 4SE +/- 0.14, N = 6SE +/- 0.30, N = 9SE +/- 0.12, N = 9SE +/- 0.06, N = 9SE +/- 0.95, N = 3SE +/- 0.19, N = 39.197.546.987.669.487.257.7512.147.077.5012.297.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.10, N = 3SE +/- 0.06, N = 6SE +/- 0.12, N = 9SE +/- 0.05, N = 4SE +/- 0.07, N = 6SE +/- 0.22, N = 9SE +/- 0.05, N = 9SE +/- 0.03, N = 9SE +/- 0.61, N = 3SE +/- 0.06, N = 38.957.486.807.369.226.897.8011.857.297.6911.977.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60130260390520650SE +/- 15.27, N = 3SE +/- 6.40, N = 3SE +/- 14.98, N = 3SE +/- 64.34, N = 3SE +/- 26.31, N = 3SE +/- 6.60, N = 3SE +/- 5.42, N = 3SE +/- 12.16, N = 3SE +/- 0.87, N = 3SE +/- 2.78, N = 3SE +/- 5.68, N = 3SE +/- 1.85, N = 3490.14387.21384.38509.90495.58360.26369.45608.49346.72363.40587.01350.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 1.33, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.82, N = 3SE +/- 0.26, N = 3SE +/- 0.36, N = 3SE +/- 0.47, N = 3SE +/- 0.35, N = 3SE +/- 0.34, N = 3SE +/- 1.52, N = 3SE +/- 0.30, N = 372.6460.0056.1361.2374.4356.0856.3893.2053.4256.0689.9853.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 2.83, N = 3SE +/- 0.49, N = 3SE +/- 1.51, N = 3SE +/- 5.89, N = 3SE +/- 2.65, N = 3SE +/- 1.01, N = 3SE +/- 0.30, N = 3SE +/- 1.50, N = 3SE +/- 0.51, N = 3SE +/- 0.18, N = 3SE +/- 2.64, N = 3SE +/- 0.18, N = 399.1176.2574.2096.71100.8171.8372.06117.7167.5572.06113.2968.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56c3d-standard-601326395265SE +/- 0.38, N = 9SE +/- 0.39, N = 7SE +/- 1.14, N = 2SE +/- 0.39, N = 5SE +/- 0.84, N = 6SE +/- 0.74, N = 3SE +/- 0.26, N = 4SE +/- 0.48, N = 3SE +/- 0.36, N = 446.6838.6537.0938.8247.6737.5033.9558.2333.4234.4035.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.30, N = 9SE +/- 0.07, N = 9SE +/- 0.19, N = 3SE +/- 0.08, N = 6SE +/- 0.19, N = 9SE +/- 0.17, N = 4SE +/- 0.10, N = 6SE +/- 0.27, N = 9SE +/- 0.07, N = 9SE +/- 0.13, N = 9SE +/- 0.72, N = 3SE +/- 0.08, N = 312.159.758.839.4212.038.988.7113.118.238.4713.577.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.15, N = 9SE +/- 0.04, N = 9SE +/- 0.10, N = 3SE +/- 0.07, N = 6SE +/- 0.09, N = 9SE +/- 0.02, N = 4SE +/- 0.07, N = 6SE +/- 0.24, N = 9SE +/- 0.03, N = 9SE +/- 0.04, N = 9SE +/- 0.34, N = 3SE +/- 0.10, N = 35.884.724.384.665.774.394.626.764.364.627.504.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.12, N = 9SE +/- 0.07, N = 9SE +/- 0.03, N = 3SE +/- 0.08, N = 6SE +/- 0.12, N = 9SE +/- 0.03, N = 4SE +/- 0.34, N = 6SE +/- 0.27, N = 9SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.31, N = 3SE +/- 0.06, N = 36.165.144.635.116.444.615.517.604.835.167.995.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 1.07, N = 9SE +/- 0.09, N = 9SE +/- 0.24, N = 3SE +/- 0.09, N = 6SE +/- 0.17, N = 9SE +/- 0.13, N = 4SE +/- 0.14, N = 6SE +/- 0.60, N = 9SE +/- 0.15, N = 9SE +/- 0.21, N = 9SE +/- 0.31, N = 3SE +/- 0.19, N = 317.4512.8513.1212.8216.2612.8010.6615.8610.1510.8315.3710.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.13, N = 9SE +/- 0.03, N = 9SE +/- 0.10, N = 3SE +/- 0.07, N = 6SE +/- 0.05, N = 9SE +/- 0.08, N = 4SE +/- 0.06, N = 6SE +/- 0.30, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.18, N = 3SE +/- 0.10, N = 39.627.907.307.959.627.437.7511.987.137.6512.347.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.1072.2143.3214.4285.535SE +/- 0.05, N = 9SE +/- 0.03, N = 9SE +/- 0.04, N = 3SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.04, N = 4SE +/- 0.04, N = 6SE +/- 0.17, N = 9SE +/- 0.03, N = 9SE +/- 0.04, N = 9SE +/- 0.19, N = 3SE +/- 0.06, N = 33.853.202.853.244.052.913.304.923.063.254.673.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 3.06, N = 3SE +/- 12.68, N = 3SE +/- 3.30, N = 3SE +/- 19.99, N = 3SE +/- 2.89, N = 3SE +/- 0.35, N = 3SE +/- 1.19, N = 3SE +/- 0.24, N = 3SE +/- 0.76, N = 2SE +/- 1.07, N = 3128.99122.52102.18139.06130.4798.43110.7388.57147.43152.6993.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-601632486480SE +/- 3.29, N = 3SE +/- 0.28, N = 3SE +/- 1.05, N = 3SE +/- 0.10, N = 3SE +/- 0.36, N = 3SE +/- 0.30, N = 3SE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.39, N = 358.9047.8746.3273.0861.0646.9746.7043.0247.1544.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.23, N = 9SE +/- 0.05, N = 9SE +/- 0.08, N = 3SE +/- 0.05, N = 6SE +/- 0.11, N = 9SE +/- 0.13, N = 4SE +/- 0.07, N = 6SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.21, N = 3SE +/- 0.04, N = 37.806.585.846.557.896.096.619.926.216.539.906.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.09, N = 3SE +/- 0.05, N = 6SE +/- 0.13, N = 9SE +/- 0.04, N = 4SE +/- 0.04, N = 6SE +/- 0.27, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 9SE +/- 0.24, N = 3SE +/- 0.10, N = 36.185.194.895.126.454.755.258.055.075.367.624.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-600.84831.69662.54493.39324.2415SE +/- 0.08, N = 9SE +/- 0.02, N = 9SE +/- 0.01, N = 3SE +/- 0.02, N = 6SE +/- 0.06, N = 9SE +/- 0.03, N = 4SE +/- 0.02, N = 6SE +/- 0.08, N = 9SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.28, N = 3SE +/- 0.04, N = 33.052.432.232.432.992.252.443.342.332.453.772.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.24, N = 9SE +/- 0.08, N = 9SE +/- 0.11, N = 3SE +/- 0.13, N = 6SE +/- 0.13, N = 9SE +/- 0.09, N = 4SE +/- 0.11, N = 6SE +/- 0.29, N = 9SE +/- 0.08, N = 9SE +/- 0.09, N = 9SE +/- 0.54, N = 3SE +/- 0.10, N = 37.596.345.526.287.525.616.469.315.746.619.336.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.52, N = 9SE +/- 0.07, N = 9SE +/- 0.11, N = 3SE +/- 0.11, N = 6SE +/- 0.25, N = 9SE +/- 0.36, N = 4SE +/- 0.29, N = 6SE +/- 0.50, N = 9SE +/- 0.19, N = 9SE +/- 0.17, N = 9SE +/- 0.41, N = 3SE +/- 0.08, N = 319.1815.3815.1315.4518.8615.3814.5122.3413.8714.2422.4913.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.19, N = 9SE +/- 0.03, N = 9SE +/- 0.09, N = 3SE +/- 0.02, N = 6SE +/- 0.12, N = 9SE +/- 0.04, N = 4SE +/- 0.06, N = 6SE +/- 0.23, N = 9SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.25, N = 3SE +/- 0.06, N = 37.315.835.465.867.325.435.808.795.565.798.975.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.84, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.48, N = 3SE +/- 0.19, N = 318.5213.9213.5313.6018.2813.8811.6419.5312.2512.3018.1912.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.14, N = 9SE +/- 0.05, N = 9SE +/- 0.09, N = 3SE +/- 0.08, N = 6SE +/- 0.17, N = 9SE +/- 0.06, N = 4SE +/- 0.07, N = 6SE +/- 0.24, N = 9SE +/- 0.04, N = 9SE +/- 0.07, N = 9SE +/- 0.51, N = 3SE +/- 0.08, N = 312.159.999.4310.0912.489.469.1814.418.839.1114.578.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.24432.48863.73294.97726.2215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 34.393.643.343.684.503.423.625.533.383.595.063.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.18, N = 9SE +/- 0.10, N = 9SE +/- 0.10, N = 3SE +/- 0.09, N = 6SE +/- 0.14, N = 9SE +/- 0.08, N = 4SE +/- 0.06, N = 6SE +/- 0.25, N = 9SE +/- 0.03, N = 9SE +/- 0.07, N = 9SE +/- 0.15, N = 3SE +/- 0.17, N = 37.596.215.566.277.505.636.229.045.706.149.275.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.21, N = 9SE +/- 0.05, N = 9SE +/- 0.15, N = 3SE +/- 0.11, N = 6SE +/- 0.24, N = 9SE +/- 0.09, N = 4SE +/- 0.04, N = 6SE +/- 0.23, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.28, N = 3SE +/- 0.07, N = 37.836.466.036.447.926.086.209.485.866.259.655.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.0172.0343.0514.0685.085SE +/- 0.10, N = 9SE +/- 0.01, N = 9SE +/- 0.03, N = 3SE +/- 0.03, N = 6SE +/- 0.09, N = 9SE +/- 0.02, N = 4SE +/- 0.01, N = 6SE +/- 0.11, N = 9SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.13, N = 3SE +/- 0.03, N = 33.703.022.732.973.822.813.004.522.873.004.522.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q85n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-601632486480SE +/- 0.98, N = 3SE +/- 0.75, N = 3SE +/- 2.94, N = 3SE +/- 0.87, N = 3SE +/- 0.21, N = 3SE +/- 0.34, N = 3SE +/- 0.82, N = 3SE +/- 0.32, N = 366.9974.1347.5472.7060.1047.0949.6545.0672.5347.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.06652.1333.19954.2665.3325SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 34.623.152.893.123.793.153.134.362.983.404.743.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.11382.22763.34144.45525.569SE +/- 0.12, N = 9SE +/- 0.02, N = 9SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.08, N = 9SE +/- 0.04, N = 4SE +/- 0.01, N = 6SE +/- 0.13, N = 9SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.24, N = 3SE +/- 0.02, N = 34.113.293.063.294.083.033.334.713.133.354.953.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-600.80551.6112.41653.2224.0275SE +/- 0.08, N = 9SE +/- 0.02, N = 9SE +/- 0.01, N = 3SE +/- 0.03, N = 6SE +/- 0.03, N = 9SE +/- 0.03, N = 4SE +/- 0.01, N = 6SE +/- 0.12, N = 9SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.11, N = 3SE +/- 0.04, N = 33.042.422.332.462.952.212.493.582.362.463.222.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-600.80331.60662.40993.21324.0165SE +/- 0.08, N = 9SE +/- 0.02, N = 9SE +/- 0.01, N = 3SE +/- 0.02, N = 6SE +/- 0.10, N = 9SE +/- 0.02, N = 4SE +/- 0.01, N = 6SE +/- 0.04, N = 9SE +/- 0.01, N = 9SE +/- 0.01, N = 9SE +/- 0.15, N = 3SE +/- 0.02, N = 32.962.432.212.443.112.242.473.362.302.473.572.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.11, N = 9SE +/- 0.05, N = 9SE +/- 0.00, N = 3SE +/- 0.08, N = 6SE +/- 0.10, N = 9SE +/- 0.05, N = 4SE +/- 0.06, N = 6SE +/- 0.28, N = 9SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 3SE +/- 0.02, N = 37.596.345.896.397.935.956.329.185.796.249.285.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.03282.06563.09844.13125.164SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 33.683.163.013.184.202.893.174.432.963.404.593.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.10932.21863.32794.43725.5465SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 34.053.453.113.574.483.163.404.933.193.414.543.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601326395265SE +/- 1.27, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.66, N = 3SE +/- 1.17, N = 3SE +/- 0.14, N = 3SE +/- 0.26, N = 3SE +/- 1.12, N = 3SE +/- 0.38, N = 3SE +/- 0.39, N = 3SE +/- 0.86, N = 3SE +/- 0.43, N = 356.9148.2044.1248.5855.3844.3542.1258.9337.5142.7557.1337.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-60306090120150SE +/- 3.21, N = 3SE +/- 2.36, N = 3SE +/- 16.45, N = 3SE +/- 2.01, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 2SE +/- 0.18, N = 3135.94104.3797.59138.25130.70102.7691.6087.6492.3788.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 0.71, N = 3SE +/- 0.68, N = 3SE +/- 0.42, N = 3SE +/- 0.69, N = 3SE +/- 0.35, N = 3SE +/- 0.28, N = 3SE +/- 1.32, N = 3SE +/- 0.21, N = 3SE +/- 0.30, N = 385.5995.5066.8495.3678.3568.8190.7084.6961.4292.4690.5864.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 1.19, N = 3SE +/- 0.20, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 312.1812.169.6413.0712.009.3113.2113.339.4013.4114.419.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-highmem-60c2d-standard-56c3d-standard-601326395265SE +/- 0.19, N = 2SE +/- 0.64, N = 3SE +/- 0.83, N = 3SE +/- 0.09, N = 2SE +/- 0.33, N = 258.2344.2141.8245.1154.0738.9141.4937.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.12952.2593.38854.5185.6475SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 2SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 35.023.533.333.544.123.353.514.743.373.554.953.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-standard-561428425670SE +/- 1.17, N = 3SE +/- 0.42, N = 3SE +/- 1.99, N = 3SE +/- 1.10, N = 2SE +/- 0.57, N = 261.5144.1541.3945.8954.4643.3446.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c2d-standard-561428425670SE +/- 4.18, N = 7SE +/- 1.04, N = 9SE +/- 0.84, N = 6SE +/- 0.57, N = 9SE +/- 0.05, N = 3SE +/- 1.63, N = 3SE +/- 0.26, N = 264.4052.1449.6652.1662.1348.2747.3643.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-standard-5620406080100SE +/- 0.38, N = 3SE +/- 0.63, N = 3SE +/- 0.20, N = 2SE +/- 0.45, N = 2104.4376.1170.6878.2993.6175.4074.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30n2d-highmem-32c2d-highmem-32c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-601326395265SE +/- 0.50, N = 3SE +/- 0.76, N = 3SE +/- 0.35, N = 3SE +/- 0.95, N = 2SE +/- 0.59, N = 2SE +/- 0.56, N = 253.3546.2145.4056.2741.1442.6638.0942.3839.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c2d-standard-561020304050SE +/- 0.96, N = 8SE +/- 0.24, N = 9SE +/- 0.77, N = 2SE +/- 0.30, N = 6SE +/- 0.21, N = 7SE +/- 0.19, N = 4SE +/- 0.62, N = 2SE +/- 0.88, N = 246.0337.5335.9438.0346.0235.8432.2431.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-standard-561428425670SE +/- 0.24, N = 3SE +/- 0.52, N = 3SE +/- 0.66, N = 3SE +/- 0.37, N = 3SE +/- 0.37, N = 363.4648.3843.3448.0256.8144.0844.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3060120180240300SE +/- 4.94, N = 3SE +/- 0.66, N = 3SE +/- 19.41, N = 3SE +/- 12.21, N = 2220.11229.33194.65279.18229.10190.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 1.59, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 311.5813.589.6313.0813.239.3913.4913.229.3013.5512.619.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c2d-standard-56612182430SE +/- 0.99, N = 9SE +/- 0.17, N = 8SE +/- 0.42, N = 3SE +/- 0.34, N = 6SE +/- 0.52, N = 8SE +/- 0.30, N = 3SE +/- 0.04, N = 2SE +/- 0.35, N = 327.5922.0320.2121.6427.4220.8619.1119.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.08232.16463.24694.32925.4115SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 34.483.533.333.474.663.403.524.813.343.464.583.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c2d-standard-5648121620SE +/- 0.74, N = 8SE +/- 0.17, N = 7SE +/- 0.06, N = 3SE +/- 0.07, N = 5SE +/- 0.20, N = 7SE +/- 0.18, N = 4SE +/- 0.10, N = 2SE +/- 0.17, N = 517.2213.5512.5413.5716.5912.5511.9712.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-301224364860SE +/- 2.08, N = 5SE +/- 0.37, N = 4SE +/- 0.60, N = 4SE +/- 0.65, N = 5SE +/- 0.81, N = 451.4238.3736.2240.4347.6737.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-561020304050SE +/- 0.70, N = 9SE +/- 0.25, N = 8SE +/- 0.34, N = 3SE +/- 0.11, N = 6SE +/- 0.40, N = 7SE +/- 0.22, N = 4SE +/- 0.24, N = 342.4034.6832.3933.6641.5933.2330.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11n2d-highmem-32c2d-highmem-32c3d-highmem-30n2d-standard-32c3d-standard-30918273645SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 1.49, N = 2SE +/- 0.36, N = 434.6828.9626.7337.3426.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30816243240SE +/- 2.49, N = 4SE +/- 0.21, N = 7SE +/- 0.23, N = 3SE +/- 0.28, N = 4SE +/- 0.79, N = 7SE +/- 0.22, N = 436.2927.4025.9627.7133.2327.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q15n2d-highmem-32c2d-highmem-32c2d-standard-32n2d-standard-32c3d-standard-301122334455SE +/- 0.18, N = 2SE +/- 1.65, N = 2SE +/- 2.02, N = 242.6448.7847.8445.4735.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-standard-56714212835SE +/- 0.16, N = 4SE +/- 0.29, N = 4SE +/- 0.39, N = 3SE +/- 0.12, N = 4SE +/- 0.07, N = 231.7725.6722.9525.2231.1523.7024.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q65n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30100200300400500SE +/- 2.20, N = 2SE +/- 12.25, N = 3SE +/- 19.35, N = 3SE +/- 27.64, N = 2SE +/- 3.34, N = 2417.34330.64345.35357.63455.89343.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30510152025SE +/- 0.86, N = 9SE +/- 0.23, N = 9SE +/- 0.30, N = 3SE +/- 0.27, N = 6SE +/- 0.25, N = 9SE +/- 0.17, N = 419.2615.4714.0715.6018.3914.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-301428425670SE +/- 0.82, N = 3SE +/- 0.61, N = 3SE +/- 1.31, N = 3SE +/- 0.35, N = 355.2258.2046.9961.9561.3445.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30816243240SE +/- 0.91, N = 6SE +/- 0.26, N = 8SE +/- 0.04, N = 3SE +/- 0.17, N = 4SE +/- 0.50, N = 3SE +/- 0.36, N = 334.8327.6725.6127.8532.8327.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-301326395265SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.06, N = 3SE +/- 0.65, N = 3SE +/- 1.08, N = 3SE +/- 0.23, N = 357.2948.6542.9648.3158.2743.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-standard-561224364860SE +/- 0.67, N = 3SE +/- 1.04, N = 3SE +/- 0.47, N = 3SE +/- 1.22, N = 3SE +/- 0.52, N = 3SE +/- 0.63, N = 352.5544.4840.3243.5553.7442.3245.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3060120180240300SE +/- 1.82, N = 3SE +/- 1.04, N = 3SE +/- 8.95, N = 3SE +/- 3.00, N = 3SE +/- 5.65, N = 3285.88216.10218.30232.03270.89226.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-601020304050SE +/- 0.98, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.37, N = 3SE +/- 0.63, N = 3SE +/- 0.22, N = 2SE +/- 0.49, N = 3SE +/- 0.17, N = 2SE +/- 0.63, N = 2SE +/- 0.29, N = 343.9641.9134.7241.3044.2435.2840.2834.1640.0233.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3050100150200250SE +/- 1.11, N = 2SE +/- 0.27, N = 2SE +/- 5.84, N = 3SE +/- 5.43, N = 3SE +/- 1.96, N = 2SE +/- 0.67, N = 2215.32233.41186.70237.26236.28181.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30510152025SE +/- 0.75, N = 7SE +/- 0.29, N = 7SE +/- 0.12, N = 3SE +/- 0.22, N = 4SE +/- 0.33, N = 7SE +/- 0.12, N = 219.1215.2314.6215.1818.5814.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3060120180240300SE +/- 32.43, N = 3SE +/- 1.08, N = 3SE +/- 2.47, N = 3SE +/- 14.30, N = 3SE +/- 4.73, N = 3SE +/- 1.08, N = 3291.69223.14227.96241.95278.97231.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30816243240SE +/- 1.22, N = 8SE +/- 0.25, N = 5SE +/- 0.17, N = 3SE +/- 0.17, N = 4SE +/- 0.51, N = 5SE +/- 0.16, N = 433.9827.5926.0727.7732.6426.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3090180270360450SE +/- 8.97, N = 3SE +/- 3.33, N = 3SE +/- 2.26, N = 2SE +/- 18.45, N = 3SE +/- 13.10, N = 3SE +/- 3.93, N = 2393.15337.02381.94375.15431.16337.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-301224364860SE +/- 0.89, N = 9SE +/- 0.45, N = 9SE +/- 0.20, N = 3SE +/- 0.43, N = 6SE +/- 1.24, N = 9SE +/- 0.32, N = 452.8944.4244.8844.5254.8944.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72n2d-highmem-32c2d-highmem-32n2d-standard-32c3d-standard-304080120160200SE +/- 0.59, N = 2173.97169.74186.61151.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-3020406080100SE +/- 0.68, N = 5SE +/- 0.33, N = 6SE +/- 0.97, N = 4SE +/- 0.82, N = 4SE +/- 0.05, N = 283.7774.2668.5373.5983.1569.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q31c3d-highmem-30c3d-standard-3070140210280350SE +/- 1.10, N = 2300.21312.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q81n2d-standard-322040608010089.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q31c3d-standard-3070140210280350SE +/- 1.82, N = 2318.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54n2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-304080120160200SE +/- 9.87, N = 3SE +/- 5.41, N = 2162.73122.81168.75156.77134.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-304080120160200SE +/- 6.08, N = 3SE +/- 6.45, N = 3SE +/- 8.64, N = 3SE +/- 13.55, N = 3SE +/- 4.94, N = 3SE +/- 0.25, N = 399.27165.4488.66155.3698.3379.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60714212835SE +/- 4.15, N = 3SE +/- 1.69, N = 3SE +/- 2.45, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 1.09, N = 3SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 326.3930.4019.8630.8925.0216.9123.1831.1516.9723.3326.6317.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601632486480SE +/- 0.85, N = 3SE +/- 0.26, N = 3SE +/- 5.43, N = 3SE +/- 4.98, N = 3SE +/- 2.50, N = 3SE +/- 1.66, N = 3SE +/- 0.23, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 342.1271.9239.0869.1349.8535.0521.8239.3220.7723.7934.7220.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 0.65, N = 3SE +/- 6.72, N = 3SE +/- 1.63, N = 3SE +/- 2.02, N = 3SE +/- 0.49, N = 3SE +/- 0.80, N = 3SE +/- 3.49, N = 3SE +/- 6.55, N = 3SE +/- 4.41, N = 379.38137.8365.44141.6976.2375.72126.23101.0073.35136.0595.7471.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601530456075SE +/- 1.73, N = 3SE +/- 8.72, N = 3SE +/- 2.80, N = 3SE +/- 4.75, N = 3SE +/- 0.57, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 1.15, N = 3SE +/- 0.49, N = 3SE +/- 2.33, N = 3SE +/- 0.95, N = 3SE +/- 0.14, N = 344.8958.3638.7666.1747.1742.0738.4355.4533.1066.3356.5240.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 6.03, N = 3SE +/- 6.90, N = 3SE +/- 6.97, N = 3SE +/- 10.71, N = 3SE +/- 1.73, N = 3SE +/- 0.18, N = 3SE +/- 1.32, N = 3SE +/- 4.63, N = 3SE +/- 1.25, N = 3SE +/- 1.43, N = 3SE +/- 3.24, N = 3SE +/- 1.10, N = 3100.0098.7995.13235.58139.44142.0777.54130.7174.1677.60127.7673.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6050100150200250SE +/- 7.54, N = 3SE +/- 22.28, N = 3SE +/- 5.48, N = 3SE +/- 11.50, N = 3SE +/- 4.65, N = 3SE +/- 0.31, N = 3SE +/- 0.06, N = 3SE +/- 5.78, N = 3SE +/- 0.18, N = 3SE +/- 6.71, N = 3SE +/- 4.38, N = 3SE +/- 4.02, N = 3127.71158.83108.17232.17151.07140.2791.16153.4186.20231.94167.40123.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 3.66, N = 3SE +/- 5.01, N = 3SE +/- 0.48, N = 3SE +/- 20.07, N = 3SE +/- 3.19, N = 3SE +/- 0.27, N = 3SE +/- 1.26, N = 3SE +/- 4.94, N = 3SE +/- 1.19, N = 3SE +/- 0.25, N = 3SE +/- 1.69, N = 3SE +/- 0.35, N = 374.3462.3853.55117.3176.8453.4274.13104.0354.5277.71106.2255.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 7.05, N = 3SE +/- 1.79, N = 3SE +/- 16.11, N = 3SE +/- 38.28, N = 3SE +/- 7.63, N = 3SE +/- 1.47, N = 3SE +/- 0.17, N = 3SE +/- 1.37, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 1.76, N = 3SE +/- 0.02, N = 3106.0393.33104.40162.32112.5493.2073.82124.3469.3688.37120.1871.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60510152025SE +/- 0.25, N = 3SE +/- 0.28, N = 3SE +/- 0.50, N = 3SE +/- 0.40, N = 3SE +/- 0.44, N = 3SE +/- 0.17, N = 3SE +/- 0.45, N = 3SE +/- 0.93, N = 3SE +/- 0.28, N = 3SE +/- 0.55, N = 3SE +/- 0.03, N = 3SE +/- 0.32, N = 317.8714.8013.3513.7518.5513.2112.9719.1712.1712.3916.8712.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601020304050SE +/- 1.13, N = 3SE +/- 3.96, N = 3SE +/- 1.59, N = 3SE +/- 2.31, N = 3SE +/- 1.03, N = 3SE +/- 0.49, N = 3SE +/- 0.03, N = 3SE +/- 0.74, N = 3SE +/- 0.28, N = 3SE +/- 0.77, N = 3SE +/- 0.27, N = 3SE +/- 0.06, N = 327.1733.3825.3043.3829.0124.6316.7624.0415.5124.2226.1318.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60306090120150SE +/- 2.65, N = 3SE +/- 9.72, N = 3SE +/- 11.21, N = 3SE +/- 19.88, N = 3SE +/- 3.60, N = 3SE +/- 3.46, N = 3SE +/- 0.72, N = 3SE +/- 1.73, N = 3SE +/- 1.01, N = 3SE +/- 3.75, N = 3SE +/- 1.33, N = 3SE +/- 0.19, N = 351.1067.5056.78116.7560.1958.7151.5849.6434.7683.3249.9237.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6020406080100SE +/- 3.30, N = 3SE +/- 0.09, N = 3SE +/- 4.50, N = 3SE +/- 10.53, N = 3SE +/- 3.65, N = 3SE +/- 0.33, N = 3SE +/- 0.79, N = 3SE +/- 0.99, N = 3SE +/- 0.72, N = 3SE +/- 0.95, N = 3SE +/- 0.50, N = 3SE +/- 0.27, N = 356.5477.4655.2298.7656.6246.5244.4854.6029.6472.3455.0431.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6080160240320400SE +/- 16.14, N = 3SE +/- 103.25, N = 3SE +/- 47.53, N = 3SE +/- 124.09, N = 3SE +/- 43.25, N = 3SE +/- 0.26, N = 3SE +/- 0.93, N = 3SE +/- 1.96, N = 3SE +/- 0.13, N = 3SE +/- 0.86, N = 3SE +/- 1.11, N = 3SE +/- 0.24, N = 3146.60318.45201.53349.11168.83114.3671.6993.3763.2882.9285.2165.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-604080120160200SE +/- 0.88, N = 3SE +/- 12.42, N = 3SE +/- 5.53, N = 3SE +/- 21.32, N = 3SE +/- 4.14, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 1.97, N = 3SE +/- 1.58, N = 3SE +/- 0.20, N = 3SE +/- 1.89, N = 3SE +/- 0.57, N = 3113.72178.82100.15177.42118.01105.69132.57147.6286.01137.66143.8782.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.21, N = 9SE +/- 0.12, N = 9SE +/- 0.05, N = 3SE +/- 0.11, N = 6SE +/- 0.19, N = 9SE +/- 0.09, N = 4SE +/- 0.16, N = 6SE +/- 0.27, N = 9SE +/- 0.17, N = 9SE +/- 0.10, N = 9SE +/- 0.53, N = 3SE +/- 0.37, N = 36.585.084.825.226.154.845.138.094.965.247.905.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-601.12952.2593.38854.5185.6475SE +/- 0.11, N = 9SE +/- 0.06, N = 9SE +/- 0.09, N = 3SE +/- 0.10, N = 6SE +/- 0.06, N = 9SE +/- 0.06, N = 4SE +/- 0.08, N = 6SE +/- 0.20, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.23, N = 3SE +/- 0.07, N = 34.433.643.333.634.373.443.595.023.393.704.943.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.17, N = 9SE +/- 0.21, N = 9SE +/- 0.12, N = 3SE +/- 0.20, N = 6SE +/- 0.16, N = 9SE +/- 0.29, N = 4SE +/- 0.14, N = 6SE +/- 0.19, N = 9SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.45, N = 3SE +/- 0.20, N = 34.984.253.434.105.024.214.465.663.844.356.033.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.27, N = 9SE +/- 0.11, N = 9SE +/- 0.27, N = 3SE +/- 0.16, N = 6SE +/- 0.27, N = 9SE +/- 0.28, N = 4SE +/- 0.33, N = 6SE +/- 0.34, N = 9SE +/- 0.12, N = 9SE +/- 0.14, N = 9SE +/- 0.39, N = 3SE +/- 0.13, N = 310.378.987.918.5410.818.238.5111.697.158.6012.347.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.15, N = 9SE +/- 0.06, N = 9SE +/- 0.05, N = 3SE +/- 0.13, N = 6SE +/- 0.15, N = 9SE +/- 0.03, N = 4SE +/- 0.04, N = 6SE +/- 0.23, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.25, N = 3SE +/- 0.13, N = 36.214.874.725.016.334.964.967.574.615.257.004.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.23, N = 9SE +/- 0.14, N = 9SE +/- 0.04, N = 3SE +/- 0.18, N = 6SE +/- 0.23, N = 9SE +/- 0.07, N = 4SE +/- 0.07, N = 6SE +/- 0.38, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 9SE +/- 0.50, N = 3SE +/- 0.32, N = 310.778.687.708.8310.637.949.3714.948.929.2815.348.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.22, N = 9SE +/- 0.09, N = 9SE +/- 0.03, N = 3SE +/- 0.09, N = 6SE +/- 0.15, N = 9SE +/- 0.08, N = 4SE +/- 0.12, N = 6SE +/- 0.39, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.37, N = 3SE +/- 0.04, N = 37.465.895.425.817.415.306.6910.046.146.5010.325.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.11, N = 9SE +/- 0.12, N = 9SE +/- 0.21, N = 3SE +/- 0.19, N = 6SE +/- 0.17, N = 9SE +/- 0.13, N = 4SE +/- 0.09, N = 6SE +/- 0.43, N = 9SE +/- 0.15, N = 9SE +/- 0.28, N = 9SE +/- 0.36, N = 3SE +/- 0.39, N = 38.466.686.626.788.656.157.7010.696.547.0111.766.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.20, N = 9SE +/- 0.21, N = 9SE +/- 0.02, N = 3SE +/- 0.19, N = 6SE +/- 0.32, N = 9SE +/- 0.36, N = 4SE +/- 0.19, N = 6SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.15, N = 9SE +/- 0.14, N = 3SE +/- 0.42, N = 38.967.126.337.158.836.797.0410.746.867.1110.977.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.09, N = 9SE +/- 0.14, N = 9SE +/- 0.21, N = 3SE +/- 0.13, N = 6SE +/- 0.15, N = 9SE +/- 0.15, N = 4SE +/- 0.14, N = 6SE +/- 0.42, N = 9SE +/- 0.11, N = 9SE +/- 0.14, N = 9SE +/- 0.05, N = 3SE +/- 0.12, N = 36.015.144.525.346.364.515.638.275.055.438.405.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.08, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 3SE +/- 0.08, N = 6SE +/- 0.20, N = 9SE +/- 0.10, N = 4SE +/- 0.26, N = 6SE +/- 0.69, N = 9SE +/- 0.16, N = 9SE +/- 0.19, N = 9SE +/- 0.78, N = 3SE +/- 0.19, N = 39.327.887.127.8810.027.669.2515.148.769.2716.048.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-6048121620SE +/- 0.19, N = 9SE +/- 0.07, N = 9SE +/- 0.09, N = 3SE +/- 0.18, N = 6SE +/- 0.21, N = 9SE +/- 0.11, N = 4SE +/- 0.11, N = 6SE +/- 0.66, N = 9SE +/- 0.15, N = 9SE +/- 0.38, N = 9SE +/- 0.64, N = 3SE +/- 0.76, N = 39.717.957.437.7610.137.338.3714.018.148.3014.667.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.14, N = 9SE +/- 0.19, N = 9SE +/- 0.10, N = 3SE +/- 0.15, N = 6SE +/- 0.21, N = 9SE +/- 0.10, N = 4SE +/- 0.26, N = 6SE +/- 0.39, N = 9SE +/- 0.15, N = 9SE +/- 0.26, N = 9SE +/- 0.44, N = 3SE +/- 0.33, N = 39.618.347.107.819.847.218.3911.767.258.0012.207.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.09, N = 9SE +/- 0.09, N = 9SE +/- 0.26, N = 3SE +/- 0.10, N = 6SE +/- 0.08, N = 9SE +/- 0.15, N = 4SE +/- 0.18, N = 6SE +/- 0.23, N = 9SE +/- 0.16, N = 9SE +/- 0.11, N = 9SE +/- 0.39, N = 3SE +/- 0.18, N = 37.936.695.986.778.196.026.8911.006.446.6211.116.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.11, N = 9SE +/- 0.12, N = 9SE +/- 0.22, N = 3SE +/- 0.03, N = 6SE +/- 0.10, N = 9SE +/- 0.10, N = 4SE +/- 0.11, N = 6SE +/- 0.30, N = 9SE +/- 0.07, N = 9SE +/- 0.12, N = 9SE +/- 0.11, N = 3SE +/- 0.24, N = 35.734.934.704.785.994.494.907.844.795.107.494.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.10, N = 9SE +/- 0.05, N = 9SE +/- 0.18, N = 3SE +/- 0.10, N = 6SE +/- 0.12, N = 9SE +/- 0.12, N = 4SE +/- 0.14, N = 6SE +/- 0.33, N = 9SE +/- 0.14, N = 9SE +/- 0.09, N = 9SE +/- 0.31, N = 3SE +/- 0.28, N = 36.175.114.755.206.354.895.528.795.355.508.345.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.20, N = 9SE +/- 0.06, N = 9SE +/- 0.08, N = 3SE +/- 0.06, N = 6SE +/- 0.14, N = 9SE +/- 0.09, N = 4SE +/- 0.09, N = 6SE +/- 0.17, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.48, N = 3SE +/- 0.06, N = 37.085.715.635.857.205.335.908.205.465.738.505.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.19, N = 3SE +/- 0.05, N = 6SE +/- 0.12, N = 9SE +/- 0.13, N = 4SE +/- 0.17, N = 6SE +/- 0.48, N = 9SE +/- 0.08, N = 9SE +/- 0.12, N = 9SE +/- 0.89, N = 3SE +/- 0.25, N = 35.564.504.154.495.384.145.177.024.204.498.244.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.26, N = 9SE +/- 0.03, N = 9SE +/- 0.02, N = 3SE +/- 0.04, N = 6SE +/- 0.17, N = 9SE +/- 0.07, N = 4SE +/- 0.05, N = 6SE +/- 0.26, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.49, N = 3SE +/- 0.05, N = 38.116.656.106.588.136.416.7711.866.816.7311.997.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.23, N = 9SE +/- 0.08, N = 9SE +/- 0.04, N = 3SE +/- 0.06, N = 6SE +/- 0.19, N = 9SE +/- 0.06, N = 4SE +/- 0.20, N = 6SE +/- 0.26, N = 9SE +/- 0.07, N = 9SE +/- 0.15, N = 9SE +/- 0.59, N = 3SE +/- 0.13, N = 38.957.146.377.128.806.707.3711.346.607.1712.156.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.16, N = 9SE +/- 0.11, N = 9SE +/- 0.24, N = 3SE +/- 0.07, N = 6SE +/- 0.10, N = 9SE +/- 0.04, N = 4SE +/- 0.10, N = 6SE +/- 0.29, N = 9SE +/- 0.10, N = 9SE +/- 0.08, N = 9SE +/- 0.26, N = 3SE +/- 0.25, N = 36.175.094.855.046.264.905.558.895.585.489.605.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.22, N = 9SE +/- 0.10, N = 9SE +/- 0.48, N = 3SE +/- 0.07, N = 6SE +/- 0.11, N = 9SE +/- 0.09, N = 4SE +/- 0.14, N = 6SE +/- 0.44, N = 9SE +/- 0.17, N = 9SE +/- 0.22, N = 9SE +/- 1.13, N = 3SE +/- 0.24, N = 38.887.166.807.389.116.877.7011.386.847.4812.267.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.19, N = 9SE +/- 0.05, N = 9SE +/- 0.07, N = 3SE +/- 0.05, N = 6SE +/- 0.15, N = 9SE +/- 0.11, N = 4SE +/- 0.09, N = 6SE +/- 0.38, N = 9SE +/- 0.10, N = 9SE +/- 0.11, N = 9SE +/- 0.56, N = 3SE +/- 0.08, N = 36.905.725.185.697.015.296.089.826.076.0910.466.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-60246810SE +/- 0.20, N = 9SE +/- 0.17, N = 9SE +/- 0.26, N = 3SE +/- 0.22, N = 6SE +/- 0.08, N = 9SE +/- 0.13, N = 4SE +/- 0.18, N = 6SE +/- 0.45, N = 9SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.47, N = 3SE +/- 0.17, N = 36.725.674.965.656.594.886.188.875.566.168.115.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.32, N = 9SE +/- 0.04, N = 9SE +/- 0.16, N = 3SE +/- 0.14, N = 6SE +/- 0.09, N = 9SE +/- 0.09, N = 4SE +/- 0.27, N = 6SE +/- 0.58, N = 9SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.74, N = 3SE +/- 0.08, N = 38.626.836.327.058.256.357.8012.227.087.4911.166.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.31, N = 9SE +/- 0.09, N = 9SE +/- 0.04, N = 3SE +/- 0.10, N = 6SE +/- 0.15, N = 9SE +/- 0.11, N = 4SE +/- 0.19, N = 6SE +/- 0.26, N = 9SE +/- 0.22, N = 9SE +/- 0.13, N = 9SE +/- 0.37, N = 3SE +/- 0.12, N = 39.597.616.607.719.557.137.5112.167.587.6011.937.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.31, N = 9SE +/- 0.05, N = 9SE +/- 0.03, N = 3SE +/- 0.05, N = 6SE +/- 0.18, N = 9SE +/- 0.09, N = 4SE +/- 0.10, N = 6SE +/- 0.24, N = 9SE +/- 0.06, N = 9SE +/- 0.10, N = 9SE +/- 0.43, N = 3SE +/- 0.06, N = 38.447.006.326.928.476.466.749.786.106.5910.526.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.26, N = 9SE +/- 0.09, N = 9SE +/- 0.04, N = 3SE +/- 0.15, N = 6SE +/- 0.18, N = 9SE +/- 0.17, N = 4SE +/- 0.21, N = 6SE +/- 0.52, N = 9SE +/- 0.14, N = 9SE +/- 0.21, N = 9SE +/- 0.90, N = 3SE +/- 0.33, N = 38.436.936.297.048.526.777.6011.546.997.5812.377.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-standard-32c3d-standard-30c2d-highmem-56n2d-highmem-64c3d-highmem-60c2d-standard-56n2d-standard-64c3d-standard-603691215SE +/- 0.27, N = 9SE +/- 0.10, N = 9SE +/- 0.03, N = 3SE +/- 0.19, N = 6SE +/- 0.17, N = 9SE +/- 0.08, N = 4SE +/- 0.16, N = 6SE +/- 0.32, N = 9SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.17, N = 3SE +/- 0.07, N = 38.596.525.866.688.196.277.2611.497.096.9911.906.641. (CC) gcc options: -O3 -fcommon -lm

227 Results Shown

Apache Spark TPC-DS:
  3000 - Q42
  3000 - Q68
  3000 - Q13
  10000 - Q13
  3000 - Q36
  10000 - Q09
  3000 - Q66
  3000 - Q49
  10000 - Q36
  3000 - Q61
  50 - Q75
  3000 - Q58
  10000 - Q82
  3000 - Q27
  3000 - Q55
  50 - Q38
  3000 - Q56
  50 - Q49
  50 - Q31
  3000 - Q60
  50 - Q51
  3000 - Q19
  50 - Q65
  3000 - Q77
  50 - Q30
  50 - Q87
  10000 - Q70
  50 - Q77
  50 - Q39
  50 - Q33
  3000 - Q96
  3000 - Q90
  10000 - Q90
  3000 - Q88
  50 - Q47
  50 - Q28
  10000 - Q88
  50 - Q69
  50 - Q10
  50 - Q94
  10000 - Q44
  50 - Q35
  50 - Q05
  10000 - Q19
  10000 - Q96
  10000 - Q92
  10000 - Q55
  10000 - Q08
  50 - Q84
  50 - Q92
  50 - Q40
  10000 - Q52
  10000 - Q84
  10000 - Q68
  3000 - Q70
  3000 - Q08
  10000 - Q86
  50 - Q95
  10000 - Q48
  10000 - Q95
  3000 - Q57
  10000 - Q83
  10000 - Q73
  3000 - Q03
  3000 - Q84
  10000 - Q27
  10000 - Q47
  3000 - Q33
  3000 - Q91
  3000 - Q83
  3000 - Q92
  10000 - Q46
  50 - Q03
  10000 - Q53
  50 - Q46
  10000 - Q62
  10000 - Q34
  3000 - Q73
  10000 - Q61
  10000 - Q43
  10000 - Q63
  3000 - Q48
  3000 - Q53
  3000 - Q46
  10000 - Q89
  3000 - Q86
  3000 - Q06
  3000 - Q02
  3000 - Q62
  10000 - Q07
  50 - Q81
  3000 - Q94
  50 - Q91
  10000 - Q28
  10000 - Q41
  50 - Q76
  50 - Q97
  3000 - Q95
  50 - Q36
  10000 - Q59
  3000 - Q63
  3000 - Q34
  50 - Q71
  3000 - Q47
  50 - Q15
  3000 - Q59
  50 - Q68
  50 - Q59
  3000 - Q28
  3000 - Q43
  3000 - Q89
  50 - Q64
  50 - Q82
  50 - Q43
  50 - Q53
  50 - Q22
  50 - Q79
  50 - Q61
  3000 - Q79
  3000 - Q85
  50 - Q08
  50 - Q63
  50 - Q98
  50 - Q45
  50 - Q14
  50 - Q02
  10000 - Q39
  50 - Q54
  3000 - Q41
  50 - Q89
  50 - Q09
  50 - Q44
  10000 - Q85
  10000 - Q12
  50 - Q41
  50 - Q20
  50 - Q12
  50 - Q70
  3000 - Q12
  3000 - Q20
  3000 - Q99
  10000 - Q79
  10000 - Q94
  10000 - Q21
  10000 - Q30
  10000 - Q98
  10000 - Q45
  50 - Q23
  10000 - Q06
  3000 - Q30
  50 - Q78
  10000 - Q01
  3000 - Q25
  3000 - Q21
  50 - Q93
  3000 - Q98
  50 - Q06
  50 - Q04
  50 - Q80
  50 - Q11
  50 - Q17
  3000 - Q15
  50 - Q74
  10000 - Q65
  50 - Q24
  3000 - Q40
  50 - Q25
  3000 - Q01
  3000 - Q45
  10000 - Q51
  3000 - Q81
  3000 - Q17
  50 - Q50
  3000 - Q51
  50 - Q29
  3000 - Q65
  50 - Q67
  3000 - Q72
  50 - Q72
  3000 - Q31
  10000 - Q81
  10000 - Q31
  3000 - Q54
  3000 - Q18
  10000 - Q91
  10000 - Q42
  10000 - Q03
  3000 - Q82
  3000 - Q76
  3000 - Q71
  3000 - Q52
  3000 - Q44
  3000 - Q39
  3000 - Q37
  3000 - Q32
  3000 - Q26
  3000 - Q09
  3000 - Q07
  50 - Q99
  50 - Q96
  50 - Q90
  50 - Q88
  50 - Q86
  50 - Q85
  50 - Q83
  50 - Q73
  50 - Q66
  50 - Q62
  50 - Q60
  50 - Q58
  50 - Q57
  50 - Q56
  50 - Q55
  50 - Q52
  50 - Q48
  50 - Q42
  50 - Q37
  50 - Q34
  50 - Q32
  50 - Q27
  50 - Q26
  50 - Q21
  50 - Q19
  50 - Q18
  50 - Q13
  50 - Q07
  50 - Q01

c3d-standard-60

Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-standard-60, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16 GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 22 January 2024 21:26 by user michael_larabel.

n2d-standard-64

Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-standard-64, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 24 January 2024 16:16 by user michael_larabel.

c2d-standard-56

Processor: AMD EPYC 7B13 (28 Cores / 56 Threads), Motherboard: Google Compute Engine c2d-standard-56, Chipset: Intel 440FX 82441FX PMC, Memory: 14 x 16 GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 27 January 2024 00:26 by user michael_larabel.

c3d-highmem-60

Processor: AMD EPYC 9B14 (30 Cores / 60 Threads), Motherboard: Google Compute Engine c3d-highmem-60, Chipset: Intel 440FX 82441FX PMC, Memory: 30 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 29 January 2024 15:29 by user michael_larabel.

n2d-highmem-64

Processor: 2 x AMD EPYC 7B12 (32 Cores / 64 Threads), Motherboard: Google Compute Engine n2d-highmem-64, Chipset: Intel 440FX 82441FX PMC, Memory: 32 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 31 January 2024 15:15 by user michael_larabel.

c2d-highmem-56

Processor: AMD EPYC 7B13 (28 Cores / 56 Threads), Motherboard: Google Compute Engine c2d-highmem-56, Chipset: Intel 440FX 82441FX PMC, Memory: 28 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 3 February 2024 10:50 by user michael_larabel.

c3d-standard-30

Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-standard-30, Chipset: Intel 440FX 82441FX PMC, Memory: 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.2.0-1019-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 5 February 2024 21:20 by user michael_larabel.

n2d-standard-32

Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-standard-32, Chipset: Intel 440FX 82441FX PMC, Memory: 8 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 8 February 2024 02:09 by user michael_larabel.

c2d-standard-32

Processor: AMD EPYC 7B13 (16 Cores / 32 Threads), Motherboard: Google Compute Engine c2d-standard-32, Chipset: Intel 440FX 82441FX PMC, Memory: 8 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 10 February 2024 22:52 by user michael_larabel.

c3d-highmem-30

Processor: AMD EPYC 9B14 (15 Cores / 30 Threads), Motherboard: Google Compute Engine c3d-highmem-30, Chipset: Intel 440FX 82441FX PMC, Memory: 15 x 16GB RAM, Disk: 11811GB nvme_card-pd, Network: Google Compute Engine Virtual

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 19 February 2024 21:56 by user michael_larabel.

c2d-highmem-32

Processor: AMD EPYC 7B13 (16 Cores / 32 Threads), Motherboard: Google Compute Engine c2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1013-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 22 February 2024 01:21 by user michael_larabel.

n2d-highmem-32

Processor: 2 x AMD EPYC 7B12 (16 Cores / 32 Threads), Motherboard: Google Compute Engine n2d-highmem-32, Chipset: Intel 440FX 82441FX PMC, Memory: 16 x 16GB RAM, Disk: 11811GB PersistentDisk, Network: Red Hat Virtio device

OS: Ubuntu 22.04, Kernel: 6.5.0-1014-gcp (x86_64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, System Layer: KVM

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: CPU Microcode: 0xffffffff
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)
Python Notes: Python 3.10.12
Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 24 February 2024 19:04 by user michael_larabel.