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 - Q2150 - Q9610000 - Q983000 - Q213000 - Q98

Spark TPC-DS Benchmarksspark-tpcds: 50 - Q01spark-tpcds: 50 - Q02spark-tpcds: 50 - Q03spark-tpcds: 50 - Q05spark-tpcds: 50 - Q07spark-tpcds: 50 - Q08spark-tpcds: 50 - Q09spark-tpcds: 50 - Q10spark-tpcds: 50 - Q12spark-tpcds: 50 - Q13spark-tpcds: 50 - Q14spark-tpcds: 50 - Q15spark-tpcds: 50 - Q18spark-tpcds: 50 - Q19spark-tpcds: 50 - Q20spark-tpcds: 50 - Q21spark-tpcds: 50 - Q22spark-tpcds: 50 - Q26spark-tpcds: 50 - Q27spark-tpcds: 50 - Q28spark-tpcds: 50 - Q30spark-tpcds: 50 - Q31spark-tpcds: 50 - Q32spark-tpcds: 50 - Q33spark-tpcds: 50 - Q34spark-tpcds: 50 - Q35spark-tpcds: 50 - Q36spark-tpcds: 50 - Q37spark-tpcds: 50 - Q38spark-tpcds: 50 - Q39spark-tpcds: 50 - Q40spark-tpcds: 50 - Q41spark-tpcds: 50 - Q42spark-tpcds: 50 - Q43spark-tpcds: 50 - Q44spark-tpcds: 50 - Q45spark-tpcds: 50 - Q46spark-tpcds: 50 - Q47spark-tpcds: 50 - Q48spark-tpcds: 50 - Q49spark-tpcds: 50 - Q51spark-tpcds: 50 - Q52spark-tpcds: 50 - Q53spark-tpcds: 50 - Q54spark-tpcds: 50 - Q55spark-tpcds: 50 - Q56spark-tpcds: 50 - Q57spark-tpcds: 50 - Q58spark-tpcds: 50 - Q59spark-tpcds: 50 - Q60spark-tpcds: 50 - Q61spark-tpcds: 50 - Q62spark-tpcds: 50 - Q63spark-tpcds: 50 - Q65spark-tpcds: 50 - Q66spark-tpcds: 50 - Q68spark-tpcds: 50 - Q69spark-tpcds: 50 - Q70spark-tpcds: 50 - Q71spark-tpcds: 50 - Q73spark-tpcds: 50 - Q75spark-tpcds: 50 - Q76spark-tpcds: 50 - Q77spark-tpcds: 50 - Q79spark-tpcds: 50 - Q81spark-tpcds: 50 - Q82spark-tpcds: 50 - Q83spark-tpcds: 50 - Q84spark-tpcds: 50 - Q85spark-tpcds: 50 - Q86spark-tpcds: 50 - Q87spark-tpcds: 50 - Q88spark-tpcds: 50 - Q89spark-tpcds: 50 - Q90spark-tpcds: 50 - Q91spark-tpcds: 50 - Q92spark-tpcds: 50 - Q94spark-tpcds: 50 - Q95spark-tpcds: 50 - Q96spark-tpcds: 50 - Q97spark-tpcds: 50 - Q98spark-tpcds: 50 - Q99spark-tpcds: 50 - Q64spark-tpcds: 3000 - Q02spark-tpcds: 3000 - Q03spark-tpcds: 3000 - Q06spark-tpcds: 3000 - Q07spark-tpcds: 3000 - Q08spark-tpcds: 3000 - Q09spark-tpcds: 3000 - Q12spark-tpcds: 3000 - Q13spark-tpcds: 3000 - Q19spark-tpcds: 3000 - Q20spark-tpcds: 3000 - Q21spark-tpcds: 3000 - Q26spark-tpcds: 3000 - Q27spark-tpcds: 3000 - Q28spark-tpcds: 3000 - Q32spark-tpcds: 3000 - Q34spark-tpcds: 3000 - Q36spark-tpcds: 3000 - Q37spark-tpcds: 3000 - Q39spark-tpcds: 3000 - Q41spark-tpcds: 3000 - Q42spark-tpcds: 3000 - Q43spark-tpcds: 3000 - Q44spark-tpcds: 3000 - Q46spark-tpcds: 3000 - Q47spark-tpcds: 3000 - Q48spark-tpcds: 3000 - Q52spark-tpcds: 3000 - Q53spark-tpcds: 3000 - Q55spark-tpcds: 3000 - Q57spark-tpcds: 3000 - Q58spark-tpcds: 3000 - Q59spark-tpcds: 3000 - Q61spark-tpcds: 3000 - Q62spark-tpcds: 3000 - Q63spark-tpcds: 3000 - Q66spark-tpcds: 3000 - Q68spark-tpcds: 3000 - Q70spark-tpcds: 3000 - Q71spark-tpcds: 3000 - Q73spark-tpcds: 3000 - Q76spark-tpcds: 3000 - Q77spark-tpcds: 3000 - Q79spark-tpcds: 3000 - Q81spark-tpcds: 3000 - Q82spark-tpcds: 3000 - Q83spark-tpcds: 3000 - Q84spark-tpcds: 3000 - Q85spark-tpcds: 3000 - Q86spark-tpcds: 3000 - Q88spark-tpcds: 3000 - Q89spark-tpcds: 3000 - Q90spark-tpcds: 3000 - Q91spark-tpcds: 3000 - Q92spark-tpcds: 3000 - Q94spark-tpcds: 3000 - Q95spark-tpcds: 3000 - Q96spark-tpcds: 3000 - Q98spark-tpcds: 3000 - Q99spark-tpcds: 3000 - Q30spark-tpcds: 3000 - Q33spark-tpcds: 3000 - Q49spark-tpcds: 3000 - Q56spark-tpcds: 10000 - Q03spark-tpcds: 10000 - Q07spark-tpcds: 10000 - Q08spark-tpcds: 10000 - Q09spark-tpcds: 10000 - Q12spark-tpcds: 10000 - Q13spark-tpcds: 10000 - Q19spark-tpcds: 10000 - Q21spark-tpcds: 10000 - Q27spark-tpcds: 10000 - Q28spark-tpcds: 10000 - Q30spark-tpcds: 10000 - Q34spark-tpcds: 10000 - Q36spark-tpcds: 10000 - Q39spark-tpcds: 10000 - Q41spark-tpcds: 10000 - Q42spark-tpcds: 10000 - Q43spark-tpcds: 10000 - Q44spark-tpcds: 10000 - Q46spark-tpcds: 10000 - Q47spark-tpcds: 10000 - Q48spark-tpcds: 10000 - Q52spark-tpcds: 10000 - Q53spark-tpcds: 10000 - Q55spark-tpcds: 10000 - Q59spark-tpcds: 10000 - Q61spark-tpcds: 10000 - Q62spark-tpcds: 10000 - Q63spark-tpcds: 10000 - Q68spark-tpcds: 10000 - Q70spark-tpcds: 10000 - Q73spark-tpcds: 10000 - Q79spark-tpcds: 10000 - Q82spark-tpcds: 10000 - Q83spark-tpcds: 10000 - Q84spark-tpcds: 10000 - Q85spark-tpcds: 10000 - Q86spark-tpcds: 10000 - Q88spark-tpcds: 10000 - Q89spark-tpcds: 10000 - Q90spark-tpcds: 10000 - Q91spark-tpcds: 10000 - Q92spark-tpcds: 10000 - Q94spark-tpcds: 10000 - Q95spark-tpcds: 10000 - Q96spark-tpcds: 10000 - Q98spark-tpcds: 50 - Q06spark-tpcds: 50 - Q93spark-tpcds: 50 - Q78spark-tpcds: 50 - Q23spark-tpcds: 50 - Q74spark-tpcds: 3000 - Q45spark-tpcds: 10000 - Q01spark-tpcds: 10000 - Q06spark-tpcds: 10000 - Q45spark-tpcds: 50 - Q80spark-tpcds: 50 - Q04spark-tpcds: 50 - Q11spark-tpcds: 50 - Q17spark-tpcds: 50 - Q24spark-tpcds: 50 - Q29spark-tpcds: 50 - Q67spark-tpcds: 50 - Q25spark-tpcds: 50 - Q50spark-tpcds: 50 - Q72spark-tpcds: 3000 - Q01spark-tpcds: 3000 - Q18spark-tpcds: 3000 - Q31spark-tpcds: 3000 - Q40spark-tpcds: 3000 - Q51spark-tpcds: 3000 - Q60spark-tpcds: 3000 - Q65spark-tpcds: 3000 - Q17spark-tpcds: 3000 - Q25spark-tpcds: 3000 - Q54spark-tpcds: 3000 - Q72spark-tpcds: 3000 - Q15spark-tpcds: 10000 - Q51spark-tpcds: 10000 - Q31spark-tpcds: 10000 - Q65spark-tpcds: 10000 - Q81c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-326.645.344.4811.257.016.085.828.212.286.1313.386.317.496.912.305.6010.086.007.2512.636.9511.635.667.256.679.905.997.0115.233.9511.403.044.454.322.836.077.329.735.3412.8217.475.345.008.714.906.287.367.607.178.523.025.104.7411.987.227.088.25.796.806.3121.276.808.757.406.897.805.915.748.904.8715.147.205.923.664.915.596.466.623.3612.212.315.3335.8751.6176.7579.9882.1247.6565.923.20115.4982.353.309.4431.8278.22350.1837.7261.2461.9818.5312.053.3121.7953.5771.8481.56120.3685.8755.2550.9550.1342.2990.94128.58114.2330.3050.3781.18109.0075.97123.8233.0373.46124.2293.0133.4740.8220.5523.3544.3123.3783.2868.179.1011.0722.8965.2143.6017.393.3437.2539.45123.89212.85121.3971.5084.1849.0697.873.16146.9484.419.3579.99350.7737.8958.9561.2012.323.3320.4353.3771.9166.20120.2487.6355.3850.2251.15127.55114.2729.7649.686.3775.3533.3688.5439.5026.3923.5147.8423.4589.1768.069.4417.7123.3464.7242.6614.943.3711.908.977.5321.7012.379.909.6515.533.5710.5222.499.6811.9311.163.228.1115.3710.4612.2623.6113.4323.889.6014.0812.1518.1010.0911.9929.438.4021.754.958.247.504.529.3313.0318.918.5024.9335.658.347.9914.577.4911.1112.214.6611.9716.044.678.407.6222.1010.9712.2915.629.2811.3811.7641.9911.7915.4412.3411.4013.5710.329.9815.347.0028.3212.349.276.038.349.5112.1611.714.9420.723.777.9067.1898.80140.89143.8758.2785.214.59154.32141.844.5412.6155.04137.19587.0149.92106.33108.7026.1316.875.0635.7889.98120.18143.16208.47154.73106.2289.2190.7178.66167.48218.66193.6851.5984.5481.47120.10100.47167.4057.54127.76191.37152.6956.5236.6740.1341.02110.14113.2913.3417.9340.5884.4975.7321.684.5857.13201.62293.91206.1795.74144.754.74110.274.74177.13150.1714.41137.78604.65107.66112.7618.195.9734.7291.91136.61119.31219.13155.0399.3685.4388.94212.11195.0649.0783.4211.396.9355.8356.643.237.6540.6113.57115.4913.2926.6340.4590.5873.3421.874.956.995.794.7411.967.586.536.258.912.476.5914.246.537.607.492.466.1610.836.097.4813.297.3912.785.488.057.1710.046.486.7315.264.1111.163.354.494.623.006.617.9110.565.7312.9118.725.505.169.115.106.628.008.307.699.273.255.435.3612.347.117.508.966.247.107.0121.447.569.137.657.198.476.506.059.285.2515.148.606.144.355.406.006.716.793.7011.742.455.2434.4080.56144.1892.79137.6682.9982.923.40232.5799.113.4113.5572.3489.70363.4083.3264.63122.3624.2212.393.5922.5156.0688.3790.95124.9591.0477.7155.3352.8546.6096.72132.73117.6631.1953.10155.03213.07111.26231.9434.9477.60186.03147.4340.0266.3323.1824.4347.1525.38100.2372.0611.2512.4031.6993.6242.7030.613.4642.7542.38392.19153.47136.05133.6882.87149.583.40279.80120.0113.4182.04366.9241.4962.7789.6512.303.6223.7956.1081.5569.09124.8089.8878.4554.4652.66133.65116.7631.3854.266.50108.4634.2192.3771.9434.0425.0872.5324.62101.0172.1111.5423.3331.2492.4643.7323.883.5512.3519.0531.2243.3524.4645.1144.974.5346.367.095.564.6211.266.996.215.868.502.306.1013.876.017.587.082.365.5610.156.076.8412.427.1811.695.587.716.609.575.956.8114.724.0111.203.134.204.362.875.747.339.915.4612.8417.585.354.838.834.796.447.258.147.298.763.065.055.0711.896.867.078.465.796.836.5421.136.798.717.136.548.236.145.758.924.6114.867.155.703.845.075.556.606.563.3911.652.334.9633.4250.2676.7979.7386.0148.8663.282.9682.2375.223.199.3029.6478.02346.7234.7660.3460.3915.5112.173.3821.6953.4269.3678.75119.1784.7854.5249.6049.9743.4390.14130.20113.2230.7550.1449.9965.4769.6686.2033.2574.16117.5888.5734.1633.1019.7923.2743.0222.8285.1067.559.1510.3323.4854.2542.7214.563.3437.5138.09117.85157.21103.6973.3584.2044.4696.002.9881.7874.799.4076.35353.0238.9159.3958.0712.253.3820.7752.5069.5864.60118.7083.2653.1250.3250.12129.93113.8729.9151.426.4863.5331.8687.6429.9726.0223.3045.0623.0988.7567.589.0116.9723.2261.4242.4814.333.3711.498.797.1620.3811.549.929.4815.353.369.7822.3410.0812.1612.223.588.8715.869.8211.3822.5513.6223.168.8913.1711.3417.949.4311.8628.717.4919.204.717.026.764.529.3112.3317.628.2024.6133.218.797.6014.417.8411.0011.7614.0111.8515.144.928.278.0521.4210.7412.1415.479.1811.2110.6941.3511.2514.6011.9810.9313.1110.049.4914.947.5728.2411.699.045.667.919.0411.6111.185.0220.333.348.0958.2369.38100.44139.27147.6256.4193.374.43148.14145.564.9313.2254.60142.11608.4949.64106.99110.0124.0419.175.5336.8793.20124.34141.54210.66153.77104.0390.2692.1781.62173.00226.87197.7454.7588.9863.5597.54102.86153.4160.53130.71184.4955.4536.9744.141.45117.67117.7113.7119.3142.6079.1176.1723.274.8158.93202.85257.67202.94101.00151.9758.21117.854.36152.95146.3813.33144.58628.90108.06109.0519.535.3739.3296.15136.49118.29224.69161.33101.7192.5999.82226.59208.6254.6490.6711.46104.7360.7859.4948.0045.4644.81118.64122.8014.5431.1546.3284.6982.2023.334.747.265.804.7112.047.606.616.208.972.476.7414.516.417.517.802.496.1810.666.087.7013.097.4712.615.558.267.3710.736.546.7715.324.2011.083.335.174.623.006.467.8410.595.9012.7718.845.525.519.184.906.898.398.377.809.253.305.635.2512.637.047.759.326.327.197.7022.027.489.107.757.388.716.696.069.374.9615.288.516.224.465.465.906.796.853.5911.582.445.1333.9577.54144.1277.61132.5784.6371.693.17120.7688.633.4013.4944.4881.22369.4551.5864.3763.9016.7612.973.6223.6056.3873.8283.99126.4889.5174.1355.4052.3143.5999.04133.26118.4731.6354.17102.83114.84101.7891.1634.5877.54147.17110.7340.2838.4321.4324.7546.7025.1997.2472.0611.8310.4130.6774.0343.3516.723.5242.1242.66143.54198.07148.22126.23120.2782.46144.293.13101.6678.3813.2178.73364.4762.5261.6211.643.5521.8255.5574.2268.1124.7893.4655.3252.9952.9136.15117.8331.4954.346.7468.2635.7391.631.432.4224.6449.6523.8395.9371.5110.6923.1824.0490.743.5817.443.5111.9719.1132.2447.3630.236.275.434.6011.206.776.096.088.102.246.4615.385.927.136.352.214.8812.805.296.8711.946.5210.874.906.886.709.485.946.4113.424.3111.203.034.144.392.815.617.409.575.3311.4116.594.894.619.464.496.027.217.336.897.662.914.514.7510.316.797.258.215.956.506.1518.556.667.457.436.338.985.305.047.944.9613.568.235.634.214.654.816.276.253.4412.902.254.8437.5061.7576.6484.80105.6947.60114.362.89158.7994.943.169.3946.5295.29360.2658.7165.0193.2624.6313.213.4250.2756.0893.2096.95144.22106.8453.4252.2450.6153.07109.97133.92163.7632.0251.9083.90130.8689.23140.2740.59142.07169.0598.4335.2842.0720.4227.4446.9724.03156.5671.8312.6211.0524.9770.4049.4625.183.4044.3541.14151.42233.84146.5375.7289.1647.34145.003.15157.5192.619.3185.68352.2661.8076.7413.883.4635.0555.9976.8677.02144.74101.0752.0851.5750.30131.74141.8932.8051.026.4190.9939.01102.7641.6225.0427.1747.0924.53156.4972.5713.3316.9124.2568.8147.8325.033.3512.5520.8635.8448.2723.7042.3244.0875.443.3433.2337.5426.6927.0314.1926.3344.4827.0614.7469.1043.9279.43312.3845.33231.04155.24337.22181.14190.95134.24151.3935.22226.69318.67343.588.197.325.7914.578.527.897.9210.853.118.4718.867.919.558.252.956.5916.267.019.1115.309.1114.806.269.708.8012.138.148.1317.225.6214.594.085.385.773.827.529.7712.777.2015.1120.716.356.4412.485.998.199.8410.139.2210.024.056.366.4513.518.839.4810.837.938.708.6522.818.4810.119.628.5912.037.416.7810.636.3317.6110.817.505.026.256.827.927.944.3717.272.996.1547.6771.2678.89108.48118.0152.91168.834.20156.27119.344.4813.2356.62116.51495.5860.1986.40112.1129.0118.554.573.1974.43112.54122.01188.77133.2876.8473.4876.2465.93154.23183.40185.2241.8073.1683.48133.04101.99151.0750.17139.44182.08130.4744.2447.1728.6933.3761.0632.56174.45100.8115.7914.1833.1178.2463.2028.094.6655.3856.27176.99266.65171.5876.23113.1248.86218.303.79151.34112.0712.00110.40512.2354.0781.9799.3318.284.4949.8575.17117.8796.96185.84131.6771.7370.3170.04177.66169.6940.9767.887.2699.6948.74130.7044.1734.5533.5260.1033.61183.8994.5715.4425.0234.9378.3564.0328.664.1216.5927.4246.0262.1331.1553.7456.8193.6154.4641.5947.6737.3433.2318.3932.6454.8932.8318.5883.1558.2798.3361.34278.97186.79431.16236.28229.10156.77186.6145.47270.89455.8989.936.685.864.8811.807.046.556.448.502.446.9215.456.297.717.052.465.6512.825.697.3812.407.1412.155.047.837.129.756.616.5814.104.5611.723.294.494.662.976.287.8510.035.8511.9716.585.205.1110.094.786.777.817.767.367.883.245.345.1210.937.157.668.456.396.916.7818.607.098.107.956.799.425.815.488.835.0113.958.546.274.105.065.456.446.343.6313.412.435.2238.8290.91143.8192.80177.4292.53349.113.18292.54164.983.5713.0898.76185.83509.90116.7569.10200.7943.3813.753.68133.9861.23162.32135.11159.59136.77117.3189.27115.0256.65224.55142.93290.0833.4288.87141.19242.20135.64232.1751.17235.58254.50139.0641.3066.1724.0927.3373.0826.94162.5996.7119.1115.3734.8397.3159.7329.663.4748.5845.40220.44446.29236.18141.69136.7283.20313.923.12289.57125.8113.07111.40441.5845.1166.10158.0713.603.6569.1359.83140.94100.00151.86126.8977.1357.9961.43141.96165.8533.5458.896.06136.6941.61138.2556.1934.0027.8072.7026.36160.8182.5018.8830.8943.5195.3660.0824.993.5413.5721.6438.0352.1625.2243.5548.0278.2945.8933.6640.4327.7115.6027.7744.5227.8515.1873.5948.31155.3661.95241.95259.72375.15237.26279.18168.7547.84232.03357.635.865.464.0810.806.295.846.037.652.216.3215.135.716.606.322.334.9613.125.186.8011.326.3110.614.856.686.378.945.676.1012.874.1511.123.064.154.382.735.527.089.045.6310.9716.084.754.639.434.705.987.107.436.807.122.854.524.8910.186.336.987.615.896.436.6216.786.587.217.306.358.835.425.117.704.7213.167.915.563.434.655.056.006.043.3312.552.234.8237.0961.2675.8883.61100.1549.30201.533.01115.6689.003.119.6355.2294.55384.3856.7863.7278.9225.3013.353.3441.4356.13104.40100.73149.17109.7053.5553.2850.8350.43105.19134.14147.6831.7054.7175.2394.0893.40108.1739.7695.13139.62102.1834.7238.7619.9226.1446.3224.27158.0574.2013.5110.8323.1467.5656.7324.133.3344.12131.37233.33123.2965.4489.0541.91134.522.89130.2888.369.6484.38381.7941.8261.3572.8313.533.3539.0856.0674.7976.73140.62101.7552.9451.6750.96133.58144.5432.050.515.8886.3238.0497.5936.9225.1026.2947.5423.76157.6569.7012.9119.8626.6466.8454.0523.513.3312.5420.2135.9449.6622.9540.3243.3470.6841.3932.3936.2226.7325.9614.0726.0744.8825.6114.6268.5342.9688.66300.2146.99227.96116.63381.94186.70194.65122.81218.30345.356.525.834.9411.876.936.586.468.442.437.0015.386.637.616.832.425.6712.855.727.1612.547.2211.935.097.667.149.966.606.6513.824.4312.183.294.504.723.026.347.8710.105.7111.9716.375.115.149.994.936.698.347.957.487.883.205.145.1910.867.127.548.556.346.856.6818.426.988.297.906.959.755.895.528.684.8714.428.986.214.254.995.366.456.433.6413.542.435.0838.6588.47143.5885.71178.8286.47318.453.16142.5093.563.4513.5877.46118.38387.2167.5068.49108.3633.3814.803.6431.6260.0093.3396.49149.21104.5162.3855.9153.0952.34102.12141.64130.7233.2055.80151.47164.28120.76158.8341.6098.79193.83122.5241.9158.3622.0527.8847.8726.93156.0376.2513.1712.6233.7396.2747.8524.743.5348.2046.21145.77350.99157.37137.83131.0881.97175.293.15263.9889.7912.1690.42462.0644.2166.05118.9313.923.6971.9259.30112.67110.23154.34112.7174.2755.9554.31141.60128.2434.2955.306.15122.8940.53104.3743.1832.5127.5774.1326.06157.1380.0212.7130.4037.0395.5047.2926.713.5313.5522.0337.5352.1425.6744.4848.3876.1144.1534.6838.3728.9627.4015.4727.5944.4227.6715.2374.2648.65165.4458.20223.14138.11337.02233.41229.33169.7448.78216.10330.648.597.315.7814.828.437.807.8310.542.968.4419.187.959.598.623.046.7217.456.908.8815.579.2914.776.179.538.9512.577.998.1117.775.9714.834.115.565.883.707.599.5812.357.0815.1020.626.176.1612.155.737.939.619.718.959.323.856.016.1813.428.969.1910.297.598.398.4623.028.179.909.628.4812.157.466.8310.776.2117.8910.377.594.986.226.748.198.174.4317.903.056.5846.6869.1278.38101.89113.7251.45146.603.68116.89110.034.0511.5856.54114.82490.1451.1084.6997.7327.1717.874.3941.3272.64106.03121.39182.46128.9774.3473.3069.9063.81124.56176.55158.7541.2367.3674.96101.2196.09127.7148.38100.00165.20128.9943.9644.8926.9733.8958.9033.75174.2899.1115.7613.1630.3678.3862.0828.394.4856.9153.35158.71243.56159.9079.38127.1149.72148.474.62149.3118.4912.18117.61525.4758.2388.19101.3618.525.0142.1282.84110.4997.75198.38138.9582.677.6172.11194.71171.0945.2675.368.12100.0950.96135.9447.3336.0337.4866.9934.06181.47106.3116.7626.3932.7885.5965.2428.755.0217.2227.5946.0364.4031.7752.5563.46104.4361.5142.4051.4234.6836.2919.2633.9852.8934.8319.1283.7757.2999.2755.22291.69155.79393.15215.32220.11162.73173.9742.64285.88417.34OpenBenchmarking.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: 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-323691215SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.32, N = 9SE +/- 0.16, N = 6SE +/- 0.08, N = 4SE +/- 0.17, N = 9SE +/- 0.19, N = 6SE +/- 0.03, N = 3SE +/- 0.10, N = 9SE +/- 0.27, N = 96.6411.906.997.0911.497.266.278.196.685.866.528.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.25, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.23, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 4SE +/- 0.12, N = 9SE +/- 0.02, N = 6SE +/- 0.09, N = 3SE +/- 0.03, N = 9SE +/- 0.19, N = 95.348.975.795.568.795.805.437.325.865.465.837.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 9SE +/- 0.12, N = 9SE +/- 0.09, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 4SE +/- 0.15, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 94.487.534.744.627.164.714.605.794.884.084.945.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.11, N = 3SE +/- 0.76, N = 3SE +/- 0.04, N = 9SE +/- 0.09, N = 9SE +/- 0.48, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 4SE +/- 0.19, N = 9SE +/- 0.06, N = 6SE +/- 0.11, N = 3SE +/- 0.06, N = 9SE +/- 0.32, N = 911.2521.7011.9611.2620.3812.0411.2014.5711.8010.8011.8714.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.33, N = 3SE +/- 0.90, N = 3SE +/- 0.21, N = 9SE +/- 0.14, N = 9SE +/- 0.52, N = 9SE +/- 0.21, N = 6SE +/- 0.17, N = 4SE +/- 0.18, N = 9SE +/- 0.15, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.26, N = 97.0112.377.586.9911.547.606.778.527.046.296.938.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.07, N = 6SE +/- 0.13, N = 4SE +/- 0.11, N = 9SE +/- 0.05, N = 6SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.23, N = 96.089.906.536.219.926.616.097.896.555.846.587.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.28, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.23, N = 9SE +/- 0.04, N = 6SE +/- 0.09, N = 4SE +/- 0.24, N = 9SE +/- 0.11, N = 6SE +/- 0.15, N = 3SE +/- 0.05, N = 9SE +/- 0.21, N = 95.829.656.255.869.486.206.087.926.446.036.467.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 9SE +/- 0.12, N = 9SE +/- 0.54, N = 9SE +/- 0.13, N = 6SE +/- 0.16, N = 4SE +/- 0.16, N = 9SE +/- 0.13, N = 6SE +/- 0.17, N = 3SE +/- 0.08, N = 9SE +/- 0.34, N = 98.2115.538.918.5015.358.978.1010.858.507.658.4410.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.80331.60662.40993.21324.0165SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 9SE +/- 0.01, N = 9SE +/- 0.04, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 4SE +/- 0.10, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.283.572.472.303.362.472.243.112.442.212.432.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 9SE +/- 0.06, N = 9SE +/- 0.24, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 4SE +/- 0.18, N = 9SE +/- 0.05, N = 6SE +/- 0.03, N = 3SE +/- 0.05, N = 9SE +/- 0.31, N = 96.1310.526.596.109.786.746.468.476.926.327.008.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 0.17, N = 9SE +/- 0.19, N = 9SE +/- 0.50, N = 9SE +/- 0.29, N = 6SE +/- 0.36, N = 4SE +/- 0.25, N = 9SE +/- 0.11, N = 6SE +/- 0.11, N = 3SE +/- 0.07, N = 9SE +/- 0.52, N = 913.3822.4914.2413.8722.3414.5115.3818.8615.4515.1315.3819.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.10, N = 9SE +/- 0.08, N = 9SE +/- 0.34, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 4SE +/- 0.13, N = 9SE +/- 0.05, N = 6SE +/- 0.06, N = 3SE +/- 0.06, N = 9SE +/- 0.22, N = 96.319.686.536.0110.086.415.927.916.295.716.637.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.12, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.26, N = 9SE +/- 0.19, N = 6SE +/- 0.11, N = 4SE +/- 0.15, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.31, N = 97.4911.937.607.5812.167.517.139.557.716.607.619.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.74, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.58, N = 9SE +/- 0.27, N = 6SE +/- 0.09, N = 4SE +/- 0.09, N = 9SE +/- 0.14, N = 6SE +/- 0.16, N = 3SE +/- 0.04, N = 9SE +/- 0.32, N = 96.9111.167.497.0812.227.806.358.257.056.326.838.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.80551.6112.41653.2224.0275SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.12, N = 9SE +/- 0.01, N = 6SE +/- 0.03, N = 4SE +/- 0.03, N = 9SE +/- 0.03, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.303.222.462.363.582.492.212.952.462.332.423.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.17, N = 3SE +/- 0.47, N = 3SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.45, N = 9SE +/- 0.18, N = 6SE +/- 0.13, N = 4SE +/- 0.08, N = 9SE +/- 0.22, N = 6SE +/- 0.26, N = 3SE +/- 0.17, N = 9SE +/- 0.20, N = 95.608.116.165.568.876.184.886.595.654.965.676.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.21, N = 9SE +/- 0.15, N = 9SE +/- 0.60, N = 9SE +/- 0.14, N = 6SE +/- 0.13, N = 4SE +/- 0.17, N = 9SE +/- 0.09, N = 6SE +/- 0.24, N = 3SE +/- 0.09, N = 9SE +/- 1.07, N = 910.0815.3710.8310.1515.8610.6612.8016.2612.8213.1212.8517.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.56, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.38, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 4SE +/- 0.15, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.19, N = 96.0010.466.096.079.826.085.297.015.695.185.726.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.24, N = 3SE +/- 1.13, N = 3SE +/- 0.22, N = 9SE +/- 0.17, N = 9SE +/- 0.44, N = 9SE +/- 0.14, N = 6SE +/- 0.09, N = 4SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.48, N = 3SE +/- 0.10, N = 9SE +/- 0.22, N = 97.2512.267.486.8411.387.706.879.117.386.807.168.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.23, N = 3SE +/- 0.63, N = 3SE +/- 0.27, N = 9SE +/- 0.08, N = 9SE +/- 0.37, N = 9SE +/- 0.23, N = 6SE +/- 0.19, N = 4SE +/- 0.29, N = 9SE +/- 0.07, N = 6SE +/- 0.17, N = 3SE +/- 0.12, N = 9SE +/- 0.46, N = 912.6323.6113.2912.4222.5513.0911.9415.3012.4011.3212.5415.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.09, N = 3SE +/- 0.53, N = 3SE +/- 0.07, N = 9SE +/- 0.08, N = 9SE +/- 0.50, N = 9SE +/- 0.08, N = 6SE +/- 0.08, N = 4SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.05, N = 3SE +/- 0.05, N = 9SE +/- 0.26, N = 96.9513.437.397.1813.627.476.529.117.146.317.229.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.26, N = 3SE +/- 1.78, N = 3SE +/- 0.14, N = 9SE +/- 0.10, N = 9SE +/- 1.05, N = 9SE +/- 0.14, N = 6SE +/- 0.27, N = 4SE +/- 0.26, N = 9SE +/- 0.07, N = 6SE +/- 0.16, N = 3SE +/- 0.10, N = 9SE +/- 0.30, N = 911.6323.8812.7811.6923.1612.6110.8714.8012.1510.6111.9314.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 9SE +/- 0.10, N = 9SE +/- 0.29, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 4SE +/- 0.10, N = 9SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.11, N = 9SE +/- 0.16, N = 95.669.605.485.588.895.554.906.265.044.855.096.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.02, N = 3SE +/- 0.72, N = 3SE +/- 0.13, N = 9SE +/- 0.14, N = 9SE +/- 0.22, N = 9SE +/- 0.21, N = 6SE +/- 0.05, N = 4SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.09, N = 3SE +/- 0.10, N = 9SE +/- 0.23, N = 97.2514.088.057.7113.178.266.889.707.836.687.669.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.13, N = 3SE +/- 0.59, N = 3SE +/- 0.15, N = 9SE +/- 0.07, N = 9SE +/- 0.26, N = 9SE +/- 0.20, N = 6SE +/- 0.06, N = 4SE +/- 0.19, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.08, N = 9SE +/- 0.23, N = 96.6712.157.176.6011.347.376.708.807.126.377.148.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.16, N = 3SE +/- 0.55, N = 3SE +/- 0.10, N = 9SE +/- 0.13, N = 9SE +/- 0.32, N = 9SE +/- 0.30, N = 6SE +/- 0.09, N = 4SE +/- 0.19, N = 9SE +/- 0.16, N = 6SE +/- 0.18, N = 3SE +/- 0.12, N = 9SE +/- 0.42, N = 99.9018.1010.049.5717.9410.739.4812.139.758.949.9612.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.19, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 4SE +/- 0.15, N = 9SE +/- 0.08, N = 6SE +/- 0.08, N = 3SE +/- 0.07, N = 9SE +/- 0.17, N = 95.9910.096.485.959.436.545.948.146.615.676.607.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.49, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.26, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 4SE +/- 0.17, N = 9SE +/- 0.04, N = 6SE +/- 0.02, N = 3SE +/- 0.03, N = 9SE +/- 0.26, N = 97.0111.996.736.8111.866.776.418.136.586.106.658.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.37, N = 3SE +/- 0.38, N = 3SE +/- 0.25, N = 9SE +/- 0.16, N = 9SE +/- 0.78, N = 9SE +/- 0.17, N = 6SE +/- 0.21, N = 4SE +/- 0.23, N = 9SE +/- 0.21, N = 6SE +/- 0.02, N = 3SE +/- 0.08, N = 9SE +/- 0.49, N = 915.2329.4315.2614.7228.7115.3213.4217.2214.1012.8713.8217.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.32, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 4SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 3SE +/- 0.04, N = 9SE +/- 0.30, N = 93.958.404.114.017.494.204.315.624.564.154.435.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.15, N = 3SE +/- 0.49, N = 3SE +/- 0.11, N = 8SE +/- 0.10, N = 9SE +/- 0.27, N = 3SE +/- 0.08, N = 6SE +/- 0.13, N = 4SE +/- 0.23, N = 8SE +/- 0.11, N = 6SE +/- 0.06, N = 3SE +/- 0.14, N = 8SE +/- 0.42, N = 911.4021.7511.1611.2019.2011.0811.2014.5911.7211.1212.1814.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.11382.22763.34144.45525.569SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.13, N = 9SE +/- 0.01, N = 6SE +/- 0.04, N = 4SE +/- 0.08, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 3SE +/- 0.02, N = 9SE +/- 0.12, N = 93.044.953.353.134.713.333.034.083.293.063.294.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.25, N = 3SE +/- 0.89, N = 3SE +/- 0.12, N = 9SE +/- 0.08, N = 9SE +/- 0.48, N = 9SE +/- 0.17, N = 6SE +/- 0.13, N = 4SE +/- 0.12, N = 9SE +/- 0.05, N = 6SE +/- 0.19, N = 3SE +/- 0.12, N = 9SE +/- 0.14, N = 94.458.244.494.207.025.174.145.384.494.154.505.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.10, N = 3SE +/- 0.34, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 9SE +/- 0.24, N = 9SE +/- 0.07, N = 6SE +/- 0.02, N = 4SE +/- 0.09, N = 9SE +/- 0.07, N = 6SE +/- 0.10, N = 3SE +/- 0.04, N = 9SE +/- 0.15, N = 94.327.504.624.366.764.624.395.774.664.384.725.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.0172.0343.0514.0685.085SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.11, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 4SE +/- 0.09, N = 9SE +/- 0.03, N = 6SE +/- 0.03, N = 3SE +/- 0.01, N = 9SE +/- 0.10, N = 92.834.523.002.874.523.002.813.822.972.733.023.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 9SE +/- 0.08, N = 9SE +/- 0.29, N = 9SE +/- 0.11, N = 6SE +/- 0.09, N = 4SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.11, N = 3SE +/- 0.08, N = 9SE +/- 0.24, N = 96.079.336.615.749.316.465.617.526.285.526.347.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 4SE +/- 0.18, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.04, N = 9SE +/- 0.24, N = 97.3213.037.917.3312.337.847.409.777.857.087.879.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.05, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.43, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 4SE +/- 0.25, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 3SE +/- 0.10, N = 9SE +/- 0.33, N = 99.7318.9110.569.9117.6210.599.5712.7710.039.0410.1012.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.17, N = 9SE +/- 0.09, N = 6SE +/- 0.09, N = 4SE +/- 0.14, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 3SE +/- 0.06, N = 9SE +/- 0.20, N = 95.348.505.735.468.205.905.337.205.855.635.717.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.17, N = 3SE +/- 0.89, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.80, N = 9SE +/- 0.09, N = 6SE +/- 0.02, N = 4SE +/- 0.22, N = 9SE +/- 0.08, N = 6SE +/- 0.02, N = 3SE +/- 0.10, N = 9SE +/- 0.30, N = 912.8224.9312.9112.8424.6112.7711.4115.1111.9710.9711.9715.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.08, N = 3SE +/- 0.86, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.69, N = 9SE +/- 0.13, N = 6SE +/- 0.26, N = 4SE +/- 0.36, N = 9SE +/- 0.25, N = 6SE +/- 0.07, N = 3SE +/- 0.15, N = 9SE +/- 0.47, N = 917.4735.6518.7217.5833.2118.8416.5920.7116.5816.0816.3720.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 9SE +/- 0.14, N = 9SE +/- 0.33, N = 9SE +/- 0.14, N = 6SE +/- 0.12, N = 4SE +/- 0.12, N = 9SE +/- 0.10, N = 6SE +/- 0.18, N = 3SE +/- 0.05, N = 9SE +/- 0.10, N = 95.348.345.505.358.795.524.896.355.204.755.116.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.27, N = 9SE +/- 0.34, N = 6SE +/- 0.03, N = 4SE +/- 0.12, N = 9SE +/- 0.08, N = 6SE +/- 0.03, N = 3SE +/- 0.07, N = 9SE +/- 0.12, N = 95.007.995.164.837.605.514.616.445.114.635.146.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.08, N = 3SE +/- 0.51, N = 3SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.24, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 4SE +/- 0.17, N = 9SE +/- 0.08, N = 6SE +/- 0.09, N = 3SE +/- 0.05, N = 9SE +/- 0.14, N = 98.7114.579.118.8314.419.189.4612.4810.099.439.9912.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 9SE +/- 0.07, N = 9SE +/- 0.30, N = 9SE +/- 0.11, N = 6SE +/- 0.10, N = 4SE +/- 0.10, N = 9SE +/- 0.03, N = 6SE +/- 0.22, N = 3SE +/- 0.12, N = 9SE +/- 0.11, N = 94.907.495.104.797.844.904.495.994.784.704.935.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.11, N = 9SE +/- 0.16, N = 9SE +/- 0.23, N = 9SE +/- 0.18, N = 6SE +/- 0.15, N = 4SE +/- 0.08, N = 9SE +/- 0.10, N = 6SE +/- 0.26, N = 3SE +/- 0.09, N = 9SE +/- 0.09, N = 96.2811.116.626.4411.006.896.028.196.775.986.697.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.33, N = 3SE +/- 0.44, N = 3SE +/- 0.26, N = 9SE +/- 0.15, N = 9SE +/- 0.39, N = 9SE +/- 0.26, N = 6SE +/- 0.10, N = 4SE +/- 0.21, N = 9SE +/- 0.15, N = 6SE +/- 0.10, N = 3SE +/- 0.19, N = 9SE +/- 0.14, N = 97.3612.208.007.2511.768.397.219.847.817.108.349.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.76, N = 3SE +/- 0.64, N = 3SE +/- 0.38, N = 9SE +/- 0.15, N = 9SE +/- 0.66, N = 9SE +/- 0.11, N = 6SE +/- 0.11, N = 4SE +/- 0.21, N = 9SE +/- 0.18, N = 6SE +/- 0.09, N = 3SE +/- 0.07, N = 9SE +/- 0.19, N = 97.6014.668.308.1414.018.377.3310.137.767.437.959.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.61, N = 3SE +/- 0.03, N = 9SE +/- 0.05, N = 9SE +/- 0.22, N = 9SE +/- 0.07, N = 6SE +/- 0.05, N = 4SE +/- 0.12, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 97.1711.977.697.2911.857.806.899.227.366.807.488.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.19, N = 3SE +/- 0.78, N = 3SE +/- 0.19, N = 9SE +/- 0.16, N = 9SE +/- 0.69, N = 9SE +/- 0.26, N = 6SE +/- 0.10, N = 4SE +/- 0.20, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 3SE +/- 0.08, N = 9SE +/- 0.08, N = 98.5216.049.278.7615.149.257.6610.027.887.127.889.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.1072.2143.3214.4285.535SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 9SE +/- 0.17, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 4SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.03, N = 9SE +/- 0.05, N = 93.024.673.253.064.923.302.914.053.242.853.203.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 9SE +/- 0.11, N = 9SE +/- 0.42, N = 9SE +/- 0.14, N = 6SE +/- 0.15, N = 4SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.21, N = 3SE +/- 0.14, N = 9SE +/- 0.09, N = 95.108.405.435.058.275.634.516.365.344.525.146.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.10, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 9SE +/- 0.11, N = 9SE +/- 0.27, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 4SE +/- 0.13, N = 9SE +/- 0.05, N = 6SE +/- 0.09, N = 3SE +/- 0.04, N = 9SE +/- 0.07, N = 94.747.625.365.078.055.254.756.455.124.895.196.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.03, N = 3SE +/- 0.57, N = 3SE +/- 0.09, N = 9SE +/- 0.10, N = 9SE +/- 0.42, N = 9SE +/- 0.16, N = 6SE +/- 0.18, N = 4SE +/- 0.20, N = 9SE +/- 0.04, N = 6SE +/- 0.12, N = 3SE +/- 0.05, N = 9SE +/- 0.17, N = 911.9822.1012.3411.8921.4212.6310.3113.5110.9310.1810.8613.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.42, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 9SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.19, N = 6SE +/- 0.36, N = 4SE +/- 0.32, N = 9SE +/- 0.19, N = 6SE +/- 0.02, N = 3SE +/- 0.21, N = 9SE +/- 0.20, N = 97.2210.977.116.8610.747.046.798.837.156.337.128.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.19, N = 3SE +/- 0.95, N = 3SE +/- 0.06, N = 9SE +/- 0.12, N = 9SE +/- 0.30, N = 9SE +/- 0.14, N = 6SE +/- 0.12, N = 4SE +/- 0.20, N = 9SE +/- 0.09, N = 6SE +/- 0.16, N = 3SE +/- 0.04, N = 9SE +/- 0.13, N = 97.0812.297.507.0712.147.757.259.487.666.987.549.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 9SE +/- 0.14, N = 9SE +/- 0.40, N = 9SE +/- 0.13, N = 6SE +/- 0.09, N = 4SE +/- 0.21, N = 9SE +/- 0.09, N = 6SE +/- 0.06, N = 3SE +/- 0.12, N = 9SE +/- 0.20, N = 98.2015.628.968.4615.479.328.2110.838.457.618.5510.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.02, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 4SE +/- 0.10, N = 9SE +/- 0.08, N = 6SE +/- 0.00, N = 3SE +/- 0.05, N = 9SE +/- 0.11, N = 95.799.286.245.799.186.325.957.936.395.896.347.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.32, N = 9SE +/- 0.05, N = 6SE +/- 0.16, N = 4SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 3SE +/- 0.06, N = 9SE +/- 0.12, N = 96.8011.387.106.8311.217.196.508.706.916.436.858.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.28, N = 9SE +/- 0.15, N = 9SE +/- 0.43, N = 9SE +/- 0.09, N = 6SE +/- 0.13, N = 4SE +/- 0.17, N = 9SE +/- 0.19, N = 6SE +/- 0.21, N = 3SE +/- 0.12, N = 9SE +/- 0.11, N = 96.3111.767.016.5410.697.706.158.656.786.626.688.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.36, N = 3SE +/- 0.62, N = 3SE +/- 0.14, N = 9SE +/- 0.21, N = 9SE +/- 0.93, N = 9SE +/- 0.20, N = 6SE +/- 0.39, N = 4SE +/- 0.39, N = 9SE +/- 0.21, N = 5SE +/- 0.09, N = 3SE +/- 0.20, N = 9SE +/- 0.26, N = 921.2741.9921.4421.1341.3522.0218.5522.8118.6016.7818.4223.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 9SE +/- 0.11, N = 9SE +/- 0.22, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 4SE +/- 0.12, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 3SE +/- 0.13, N = 9SE +/- 0.09, N = 96.8011.797.566.7911.257.486.668.487.096.586.988.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.50, N = 9SE +/- 0.12, N = 6SE +/- 0.18, N = 4SE +/- 0.13, N = 9SE +/- 0.11, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.13, N = 98.7515.449.138.7114.609.107.4510.118.107.218.299.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.30, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 4SE +/- 0.05, N = 9SE +/- 0.07, N = 6SE +/- 0.10, N = 3SE +/- 0.03, N = 9SE +/- 0.13, N = 97.4012.347.657.1311.987.757.439.627.957.307.909.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 9SE +/- 0.07, N = 9SE +/- 0.33, N = 9SE +/- 0.15, N = 6SE +/- 0.07, N = 4SE +/- 0.14, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.18, N = 96.8911.407.196.5410.937.386.338.596.796.356.958.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.72, N = 3SE +/- 0.13, N = 9SE +/- 0.07, N = 9SE +/- 0.27, N = 9SE +/- 0.10, N = 6SE +/- 0.17, N = 4SE +/- 0.19, N = 9SE +/- 0.08, N = 6SE +/- 0.19, N = 3SE +/- 0.07, N = 9SE +/- 0.30, N = 97.8013.578.478.2313.118.718.9812.039.428.839.7512.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.37, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.39, N = 9SE +/- 0.12, N = 6SE +/- 0.08, N = 4SE +/- 0.15, N = 9SE +/- 0.09, N = 6SE +/- 0.03, N = 3SE +/- 0.09, N = 9SE +/- 0.22, N = 95.9110.326.506.1410.046.695.307.415.815.425.897.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.03, N = 6SE +/- 0.04, N = 4SE +/- 0.12, N = 9SE +/- 0.03, N = 6SE +/- 0.07, N = 3SE +/- 0.03, N = 9SE +/- 0.15, N = 95.749.986.055.759.496.065.046.785.485.115.526.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.06, N = 9SE +/- 0.08, N = 9SE +/- 0.38, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 4SE +/- 0.23, N = 9SE +/- 0.18, N = 6SE +/- 0.04, N = 3SE +/- 0.14, N = 9SE +/- 0.23, N = 98.9015.349.288.9214.949.377.9410.638.837.708.6810.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.23, N = 9SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.05, N = 3SE +/- 0.06, N = 9SE +/- 0.15, N = 94.877.005.254.617.574.964.966.335.014.724.876.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.34, N = 3SE +/- 0.99, N = 3SE +/- 0.15, N = 9SE +/- 0.17, N = 9SE +/- 0.82, N = 9SE +/- 0.16, N = 6SE +/- 0.32, N = 4SE +/- 0.22, N = 9SE +/- 0.13, N = 6SE +/- 0.25, N = 3SE +/- 0.14, N = 9SE +/- 0.65, N = 915.1428.3215.1414.8628.2415.2813.5617.6113.9513.1614.4217.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.13, N = 3SE +/- 0.39, N = 3SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.34, N = 9SE +/- 0.33, N = 6SE +/- 0.28, N = 4SE +/- 0.27, N = 9SE +/- 0.16, N = 6SE +/- 0.27, N = 3SE +/- 0.11, N = 9SE +/- 0.27, N = 97.2012.348.607.1511.698.518.2310.818.547.918.9810.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 9SE +/- 0.03, N = 9SE +/- 0.25, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 4SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.10, N = 3SE +/- 0.10, N = 9SE +/- 0.18, N = 95.929.276.145.709.046.225.637.506.275.566.217.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.20, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.19, N = 9SE +/- 0.14, N = 6SE +/- 0.29, N = 4SE +/- 0.16, N = 9SE +/- 0.20, N = 6SE +/- 0.12, N = 3SE +/- 0.21, N = 9SE +/- 0.17, N = 93.666.034.353.845.664.464.215.024.103.434.254.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.22, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 4SE +/- 0.12, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 3SE +/- 0.02, N = 9SE +/- 0.16, N = 94.918.345.405.077.915.464.656.255.064.654.996.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 9SE +/- 0.04, N = 9SE +/- 0.17, N = 9SE +/- 0.06, N = 6SE +/- 0.06, N = 4SE +/- 0.21, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 3SE +/- 0.05, N = 9SE +/- 0.25, N = 95.599.516.005.559.045.904.816.825.455.055.366.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.47, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.24, N = 9SE +/- 0.03, N = 6SE +/- 0.14, N = 4SE +/- 0.15, N = 9SE +/- 0.03, N = 6SE +/- 0.10, N = 3SE +/- 0.04, N = 9SE +/- 0.27, N = 96.4612.166.716.6011.616.796.277.926.446.006.458.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.31, N = 9SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.14, N = 9SE +/- 0.04, N = 6SE +/- 0.09, N = 3SE +/- 0.03, N = 9SE +/- 0.24, N = 96.6211.716.796.5611.186.856.257.946.346.046.438.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.20, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 4SE +/- 0.06, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 3SE +/- 0.06, N = 9SE +/- 0.11, N = 93.364.943.703.395.023.593.444.373.633.333.644.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.22, N = 3SE +/- 0.63, N = 3SE +/- 0.21, N = 9SE +/- 0.12, N = 9SE +/- 0.48, N = 9SE +/- 0.16, N = 6SE +/- 0.04, N = 4SE +/- 0.43, N = 9SE +/- 0.07, N = 6SE +/- 0.18, N = 3SE +/- 0.10, N = 9SE +/- 0.45, N = 912.2120.7211.7411.6520.3311.5812.9017.2713.4112.5513.5417.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.84831.69662.54493.39324.2415SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.08, N = 9SE +/- 0.02, N = 6SE +/- 0.03, N = 4SE +/- 0.06, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.313.772.452.333.342.442.252.992.432.232.433.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.37, N = 3SE +/- 0.53, N = 3SE +/- 0.10, N = 9SE +/- 0.17, N = 9SE +/- 0.27, N = 9SE +/- 0.16, N = 6SE +/- 0.09, N = 4SE +/- 0.19, N = 9SE +/- 0.11, N = 6SE +/- 0.05, N = 3SE +/- 0.12, N = 9SE +/- 0.21, N = 95.337.905.244.968.095.134.846.155.224.825.086.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64c3d-standard-60c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.36, N = 4SE +/- 0.48, N = 3SE +/- 0.26, N = 4SE +/- 0.74, N = 3SE +/- 0.84, N = 6SE +/- 0.39, N = 5SE +/- 1.14, N = 2SE +/- 0.39, N = 7SE +/- 0.38, N = 935.8734.4033.4258.2333.9537.5047.6738.8237.0938.6546.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.06, N = 3SE +/- 2.82, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 2.61, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.79, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.28, N = 351.6167.1880.5650.2669.3877.5461.7571.2690.9161.2688.4769.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.02, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 1.51, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 376.7598.80144.1876.79100.44144.1276.6478.89143.8175.88143.5878.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.73, N = 2SE +/- 0.35, N = 3SE +/- 1.16, N = 2SE +/- 1.14, N = 379.98140.8992.7979.73139.2777.6184.80108.4892.8083.6185.71101.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.57, N = 3SE +/- 1.89, N = 3SE +/- 0.20, N = 3SE +/- 1.58, N = 3SE +/- 1.97, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 4.14, N = 3SE +/- 21.32, N = 3SE +/- 5.53, N = 3SE +/- 12.42, N = 3SE +/- 0.88, N = 382.12143.87137.6686.01147.62132.57105.69118.01177.42100.15178.82113.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.05, N = 3SE +/- 1.57, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 2.84, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 1.55, N = 3SE +/- 1.19, N = 3SE +/- 0.59, N = 3SE +/- 0.81, N = 3SE +/- 0.86, N = 347.6558.2782.9948.8656.4184.6347.6052.9192.5349.3086.4751.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3280160240320400SE +/- 0.24, N = 3SE +/- 1.11, N = 3SE +/- 0.86, N = 3SE +/- 0.13, N = 3SE +/- 1.96, N = 3SE +/- 0.93, N = 3SE +/- 0.26, N = 3SE +/- 43.25, N = 3SE +/- 124.09, N = 3SE +/- 47.53, N = 3SE +/- 103.25, N = 3SE +/- 16.14, N = 365.9285.2182.9263.2893.3771.69114.36168.83349.11201.53318.45146.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.03282.06563.09844.13125.164SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 33.204.593.402.964.433.172.894.203.183.013.163.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 1.57, N = 3SE +/- 1.81, N = 3SE +/- 5.46, N = 3SE +/- 0.31, N = 3SE +/- 3.65, N = 3SE +/- 3.63, N = 3SE +/- 0.33, N = 3SE +/- 5.82, N = 3SE +/- 9.81, N = 3SE +/- 6.26, N = 3SE +/- 19.04, N = 3SE +/- 1.39, N = 3115.49154.32232.5782.23148.14120.76158.79156.27292.54115.66142.50116.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.35, N = 3SE +/- 2.00, N = 3SE +/- 1.68, N = 3SE +/- 0.66, N = 2SE +/- 3.19, N = 3SE +/- 0.09, N = 2SE +/- 0.43, N = 3SE +/- 3.91, N = 3SE +/- 5.79, N = 3SE +/- 0.82, N = 3SE +/- 1.52, N = 2SE +/- 0.99, N = 382.35141.8499.1175.22145.5688.6394.94119.34164.9889.0093.56110.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.10932.21863.32794.43725.5465SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 33.304.543.413.194.933.403.164.483.573.113.454.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.19, N = 3SE +/- 0.36, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.51, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 1.59, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 39.4412.6113.559.3013.2213.499.3913.2313.089.6313.5811.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.27, N = 3SE +/- 0.50, N = 3SE +/- 0.95, N = 3SE +/- 0.72, N = 3SE +/- 0.99, N = 3SE +/- 0.79, N = 3SE +/- 0.33, N = 3SE +/- 3.65, N = 3SE +/- 10.53, N = 3SE +/- 4.50, N = 3SE +/- 0.09, N = 3SE +/- 3.30, N = 331.8255.0472.3429.6454.6044.4846.5256.6298.7655.2277.4656.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.60, N = 3SE +/- 1.70, N = 3SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 3.38, N = 3SE +/- 1.19, N = 3SE +/- 1.61, N = 3SE +/- 3.37, N = 3SE +/- 6.15, N = 3SE +/- 4.48, N = 3SE +/- 10.13, N = 3SE +/- 3.95, N = 378.22137.1989.7078.02142.1181.2295.29116.51185.8394.55118.38114.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32130260390520650SE +/- 1.85, N = 3SE +/- 5.68, N = 3SE +/- 2.78, N = 3SE +/- 0.87, N = 3SE +/- 12.16, N = 3SE +/- 5.42, N = 3SE +/- 6.60, N = 3SE +/- 26.31, N = 3SE +/- 64.34, N = 3SE +/- 14.98, N = 3SE +/- 6.40, N = 3SE +/- 15.27, N = 3350.18587.01363.40346.72608.49369.45360.26495.58509.90384.38387.21490.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.19, N = 3SE +/- 1.33, N = 3SE +/- 3.75, N = 3SE +/- 1.01, N = 3SE +/- 1.73, N = 3SE +/- 0.72, N = 3SE +/- 3.46, N = 3SE +/- 3.60, N = 3SE +/- 19.88, N = 3SE +/- 11.21, N = 3SE +/- 9.72, N = 3SE +/- 2.65, N = 337.7249.9283.3234.7649.6451.5858.7160.19116.7556.7867.5051.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.37, N = 3SE +/- 1.29, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 3SE +/- 0.18, N = 3SE +/- 1.27, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 3SE +/- 0.80, N = 3SE +/- 2.38, N = 361.24106.3364.6360.34106.9964.3765.0186.4069.1063.7268.4984.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.09, N = 3SE +/- 1.40, N = 3SE +/- 6.37, N = 3SE +/- 0.08, N = 3SE +/- 3.80, N = 3SE +/- 0.19, N = 3SE +/- 2.31, N = 3SE +/- 2.52, N = 3SE +/- 12.54, N = 3SE +/- 2.23, N = 3SE +/- 20.51, N = 3SE +/- 2.15, N = 361.98108.70122.3660.39110.0163.9093.26112.11200.7978.92108.3697.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.77, N = 3SE +/- 0.28, N = 3SE +/- 0.74, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 3SE +/- 1.03, N = 3SE +/- 2.31, N = 3SE +/- 1.59, N = 3SE +/- 3.96, N = 3SE +/- 1.13, N = 318.5326.1324.2215.5124.0416.7624.6329.0143.3825.3033.3827.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.32, N = 3SE +/- 0.03, N = 3SE +/- 0.55, N = 3SE +/- 0.28, N = 3SE +/- 0.93, N = 3SE +/- 0.45, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3SE +/- 0.25, N = 312.0516.8712.3912.1719.1712.9713.2118.5513.7513.3514.8017.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.24432.48863.73294.97726.2215SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 33.315.063.593.385.533.623.424.503.683.343.644.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.64, N = 3SE +/- 1.15, N = 3SE +/- 0.62, N = 3SE +/- 0.69, N = 3SE +/- 1.01, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 3SE +/- 0.60, N = 3SE +/- 5.00, N = 3SE +/- 3.77, N = 3SE +/- 0.25, N = 3SE +/- 1.30, N = 321.7935.7822.5121.6936.8723.6050.2773.19133.9841.4331.6241.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.30, N = 3SE +/- 1.52, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.47, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.82, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 3SE +/- 0.64, N = 3SE +/- 1.33, N = 353.5789.9856.0653.4293.2056.3856.0874.4361.2356.1360.0072.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.02, N = 3SE +/- 1.76, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 1.37, N = 3SE +/- 0.17, N = 3SE +/- 1.47, N = 3SE +/- 7.63, N = 3SE +/- 38.28, N = 3SE +/- 16.11, N = 3SE +/- 1.79, N = 3SE +/- 7.05, N = 371.84120.1888.3769.36124.3473.8293.20112.54162.32104.4093.33106.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.63, N = 3SE +/- 1.83, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 1.39, N = 3SE +/- 0.03, N = 2SE +/- 1.28, N = 3SE +/- 5.01, N = 3SE +/- 18.33, N = 3SE +/- 2.40, N = 3SE +/- 3.17, N = 3SE +/- 1.61, N = 381.56143.1690.9578.75141.5483.9996.95122.01135.11100.7396.49121.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.61, N = 3SE +/- 4.69, N = 3SE +/- 0.82, N = 3SE +/- 0.09, N = 3SE +/- 2.76, N = 3SE +/- 0.88, N = 3SE +/- 0.51, N = 3SE +/- 4.94, N = 3SE +/- 5.14, N = 3SE +/- 4.60, N = 3SE +/- 1.18, N = 3SE +/- 1.88, N = 3120.36208.47124.95119.17210.66126.48144.22188.77159.59149.17149.21182.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.03, N = 3SE +/- 2.35, N = 3SE +/- 2.30, N = 3SE +/- 1.34, N = 3SE +/- 3.50, N = 3SE +/- 0.64, N = 3SE +/- 0.80, N = 3SE +/- 3.31, N = 3SE +/- 14.06, N = 3SE +/- 2.47, N = 3SE +/- 1.04, N = 3SE +/- 1.76, N = 385.87154.7391.0484.78153.7789.51106.84133.28136.77109.70104.51128.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.35, N = 3SE +/- 1.69, N = 3SE +/- 0.25, N = 3SE +/- 1.19, N = 3SE +/- 4.94, N = 3SE +/- 1.26, N = 3SE +/- 0.27, N = 3SE +/- 3.19, N = 3SE +/- 20.07, N = 3SE +/- 0.48, N = 3SE +/- 5.01, N = 3SE +/- 3.66, N = 355.25106.2277.7154.52104.0374.1353.4276.84117.3153.5562.3874.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.53, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.48, N = 3SE +/- 0.74, N = 3SE +/- 1.01, N = 3SE +/- 2.05, N = 3SE +/- 17.06, N = 3SE +/- 1.52, N = 3SE +/- 0.04, N = 3SE +/- 2.92, N = 350.9589.2155.3349.6090.2655.4052.2473.4889.2753.2855.9173.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.03, N = 3SE +/- 1.24, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 1.43, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 2.65, N = 3SE +/- 21.98, N = 3SE +/- 1.53, N = 3SE +/- 0.41, N = 3SE +/- 5.03, N = 350.1390.7152.8549.9792.1752.3150.6176.24115.0250.8353.0969.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.10, N = 3SE +/- 3.48, N = 3SE +/- 0.36, N = 3SE +/- 0.50, N = 3SE +/- 1.43, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 1.32, N = 3SE +/- 3.90, N = 3SE +/- 1.36, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 342.2978.6646.6043.4381.6243.5953.0765.9356.6550.4352.3463.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.94, N = 3SE +/- 7.31, N = 3SE +/- 1.28, N = 3SE +/- 0.50, N = 3SE +/- 1.76, N = 3SE +/- 0.37, N = 3SE +/- 2.61, N = 3SE +/- 3.31, N = 3SE +/- 14.24, N = 3SE +/- 9.95, N = 3SE +/- 1.43, N = 3SE +/- 1.32, N = 390.94167.4896.7290.14173.0099.04109.97154.23224.55105.19102.12124.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.97, N = 3SE +/- 4.88, N = 3SE +/- 0.71, N = 3SE +/- 1.44, N = 3SE +/- 1.05, N = 3SE +/- 0.15, N = 3SE +/- 1.24, N = 3SE +/- 4.22, N = 3SE +/- 0.27, N = 3SE +/- 1.07, N = 3SE +/- 0.42, N = 3SE +/- 1.73, N = 3128.58218.66132.73130.20226.87133.26133.92183.40142.93134.14141.64176.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.10, N = 3SE +/- 3.65, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 3SE +/- 4.28, N = 3SE +/- 0.45, N = 3SE +/- 2.06, N = 3SE +/- 8.44, N = 3SE +/- 38.75, N = 3SE +/- 5.06, N = 3SE +/- 1.15, N = 3SE +/- 2.70, N = 3114.23193.68117.66113.22197.74118.47163.76185.22290.08147.68130.72158.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.32, N = 3SE +/- 0.90, N = 3SE +/- 0.16, N = 3SE +/- 0.49, N = 3SE +/- 1.17, N = 3SE +/- 0.30, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 330.3051.5931.1930.7554.7531.6332.0241.8033.4231.7033.2041.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.65, N = 3SE +/- 2.59, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 3SE +/- 1.92, N = 3SE +/- 1.01, N = 3SE +/- 0.84, N = 3SE +/- 2.14, N = 3SE +/- 17.18, N = 3SE +/- 1.15, N = 3SE +/- 0.21, N = 3SE +/- 0.67, N = 350.3784.5453.1050.1488.9854.1751.9073.1688.8754.7155.8067.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.34, N = 3SE +/- 2.29, N = 3SE +/- 0.41, N = 3SE +/- 0.90, N = 3SE +/- 1.65, N = 3SE +/- 0.21, N = 3SE +/- 0.35, N = 3SE +/- 1.05, N = 3SE +/- 13.68, N = 3SE +/- 6.60, N = 3SE +/- 2.70, N = 3SE +/- 3.35, N = 381.1881.47155.0349.9963.55102.8383.9083.48141.1975.23151.4774.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 2.81, N = 3SE +/- 0.26, N = 3SE +/- 1.55, N = 3SE +/- 0.15, N = 3SE +/- 1.23, N = 3SE +/- 0.42, N = 3SE +/- 2.04, N = 3SE +/- 9.25, N = 3SE +/- 24.91, N = 3SE +/- 4.97, N = 3109.00120.10213.0765.4797.54114.84130.86133.04242.2094.08164.28101.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.34, N = 3SE +/- 0.66, N = 3SE +/- 0.11, N = 3SE +/- 1.52, N = 3SE +/- 1.47, N = 3SE +/- 1.88, N = 3SE +/- 0.25, N = 3SE +/- 5.24, N = 3SE +/- 17.50, N = 3SE +/- 3.68, N = 3SE +/- 2.23, N = 3SE +/- 1.15, N = 375.97100.47111.2669.66102.86101.7889.23101.99135.6493.40120.7696.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 4.02, N = 3SE +/- 4.38, N = 3SE +/- 6.71, N = 3SE +/- 0.18, N = 3SE +/- 5.78, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 4.65, N = 3SE +/- 11.50, N = 3SE +/- 5.48, N = 3SE +/- 22.28, N = 3SE +/- 7.54, N = 3123.82167.40231.9486.20153.4191.16140.27151.07232.17108.17158.83127.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.36, N = 3SE +/- 0.59, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.97, N = 3SE +/- 4.84, N = 3SE +/- 0.63, N = 3SE +/- 0.23, N = 3SE +/- 0.41, N = 333.0357.5434.9433.2560.5334.5840.5950.1751.1739.7641.6048.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 1.10, N = 3SE +/- 3.24, N = 3SE +/- 1.43, N = 3SE +/- 1.25, N = 3SE +/- 4.63, N = 3SE +/- 1.32, N = 3SE +/- 0.18, N = 3SE +/- 1.73, N = 3SE +/- 10.71, N = 3SE +/- 6.97, N = 3SE +/- 6.90, N = 3SE +/- 6.03, N = 373.46127.7677.6074.16130.7177.54142.07139.44235.5895.1398.79100.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.29, N = 3SE +/- 1.83, N = 3SE +/- 3.65, N = 3SE +/- 0.34, N = 3SE +/- 3.90, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 3.44, N = 3SE +/- 9.96, N = 3SE +/- 5.31, N = 3SE +/- 15.75, N = 3SE +/- 4.00, N = 3124.22191.37186.03117.58184.49147.17169.05182.08254.50139.62193.83165.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.07, N = 3SE +/- 0.76, N = 2SE +/- 0.24, N = 3SE +/- 1.19, N = 3SE +/- 0.35, N = 3SE +/- 2.89, N = 3SE +/- 19.99, N = 3SE +/- 3.30, N = 3SE +/- 12.68, N = 3SE +/- 3.06, N = 393.01152.69147.4388.57110.7398.43130.47139.06102.18122.52128.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.29, N = 3SE +/- 0.63, N = 2SE +/- 0.17, N = 2SE +/- 0.49, N = 3SE +/- 0.22, N = 2SE +/- 0.63, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.98, N = 333.4740.0234.1640.2835.2844.2441.3034.7241.9143.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321530456075SE +/- 0.14, N = 3SE +/- 0.95, N = 3SE +/- 2.33, N = 3SE +/- 0.49, N = 3SE +/- 1.15, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.57, N = 3SE +/- 4.75, N = 3SE +/- 2.80, N = 3SE +/- 8.72, N = 3SE +/- 1.73, N = 340.8256.5266.3333.1055.4538.4342.0747.1766.1738.7658.3644.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.66, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 3SE +/- 0.12, N = 3SE +/- 0.39, N = 3SE +/- 0.85, N = 320.5536.6723.1819.7936.9721.4320.4228.6924.0919.9222.0526.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.26, N = 3SE +/- 1.22, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.42, N = 3SE +/- 0.41, N = 3SE +/- 0.40, N = 3SE +/- 0.11, N = 3SE +/- 0.96, N = 323.3540.1324.4323.2744.1024.7527.4433.3727.3326.1427.8833.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.39, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 3SE +/- 1.05, N = 3SE +/- 0.28, N = 3SE +/- 3.29, N = 344.3147.1543.0246.7046.9761.0673.0846.3247.8758.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.13, N = 3SE +/- 0.54, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.98, N = 3SE +/- 0.15, N = 3SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.96, N = 3SE +/- 0.27, N = 3SE +/- 1.25, N = 3SE +/- 1.48, N = 323.3741.0225.3822.8241.4525.1924.0332.5626.9424.2726.9333.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.85, N = 3SE +/- 0.57, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 2.60, N = 3SE +/- 0.70, N = 3SE +/- 0.67, N = 3SE +/- 5.50, N = 3SE +/- 6.82, N = 3SE +/- 1.58, N = 3SE +/- 3.28, N = 3SE +/- 3.85, N = 383.28110.14100.2385.10117.6797.24156.56174.45162.59158.05156.03174.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.18, N = 3SE +/- 2.64, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3SE +/- 1.50, N = 3SE +/- 0.30, N = 3SE +/- 1.01, N = 3SE +/- 2.65, N = 3SE +/- 5.89, N = 3SE +/- 1.51, N = 3SE +/- 0.49, N = 3SE +/- 2.83, N = 368.17113.2972.0667.55117.7172.0671.83100.8196.7174.2076.2599.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.11, N = 3SE +/- 0.57, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 39.1013.3411.259.1513.7111.8312.6215.7919.1113.5113.1715.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.31, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 1.50, N = 3SE +/- 0.52, N = 311.0717.9312.4010.3319.3110.4111.0514.1815.3710.8312.6213.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.23, N = 3SE +/- 0.98, N = 3SE +/- 0.19, N = 3SE +/- 1.47, N = 3SE +/- 1.23, N = 3SE +/- 0.25, N = 3SE +/- 0.12, N = 3SE +/- 2.27, N = 3SE +/- 6.07, N = 3SE +/- 0.35, N = 3SE +/- 0.70, N = 3SE +/- 0.93, N = 322.8940.5831.6923.4842.6030.6724.9733.1134.8323.1433.7330.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.43, N = 3SE +/- 1.12, N = 3SE +/- 0.46, N = 3SE +/- 0.41, N = 3SE +/- 0.41, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.14, N = 3SE +/- 0.59, N = 3SE +/- 1.42, N = 365.2184.4993.6254.2579.1174.0370.4078.2497.3167.5696.2778.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.58, N = 3SE +/- 1.01, N = 3SE +/- 0.12, N = 3SE +/- 0.68, N = 3SE +/- 0.73, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 5.58, N = 3SE +/- 5.71, N = 3SE +/- 2.92, N = 3SE +/- 0.45, N = 3SE +/- 1.71, N = 343.6075.7342.7042.7276.1743.3549.4663.2059.7356.7347.8562.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.18, N = 3SE +/- 0.69, N = 3SE +/- 1.23, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 2.91, N = 3SE +/- 0.55, N = 3SE +/- 0.77, N = 3SE +/- 0.47, N = 317.3921.6830.6114.5623.2716.7225.1828.0929.6624.1324.7428.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.08232.16463.24694.32925.4115SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 33.344.583.463.344.813.523.404.663.473.333.534.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.43, N = 3SE +/- 0.86, N = 3SE +/- 0.39, N = 3SE +/- 0.38, N = 3SE +/- 1.12, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 1.17, N = 3SE +/- 0.66, N = 3SE +/- 0.30, N = 3SE +/- 0.08, N = 3SE +/- 1.27, N = 337.2557.1342.7537.5158.9342.1244.3555.3848.5844.1248.2056.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c2d-highmem-32n2d-highmem-321326395265SE +/- 0.56, N = 2SE +/- 0.59, N = 2SE +/- 0.95, N = 2SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.50, N = 339.4542.3838.0942.6641.1456.2745.4046.2153.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33c3d-standard-60n2d-standard-64c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.13, N = 2SE +/- 0.73, N = 2SE +/- 1.65, N = 3SE +/- 4.48, N = 3SE +/- 23.03, N = 3SE +/- 2.15, N = 2SE +/- 1.53, N = 3123.89201.62117.85202.85143.54151.42176.99220.44131.37145.77158.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32100200300400500SE +/- 0.19, N = 2SE +/- 5.75, N = 3SE +/- 4.44, N = 3SE +/- 0.22, N = 3SE +/- 3.74, N = 3SE +/- 3.08, N = 3SE +/- 0.42, N = 3SE +/- 5.74, N = 3SE +/- 16.01, N = 3SE +/- 8.41, N = 3SE +/- 5.99, N = 3SE +/- 5.50, N = 3212.85293.91392.19157.21257.67198.07233.84266.65446.29233.33350.99243.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 10.02, N = 2SE +/- 0.18, N = 2SE +/- 1.40, N = 3SE +/- 1.03, N = 3SE +/- 0.62, N = 2SE +/- 4.56, N = 3SE +/- 10.10, N = 3SE +/- 3.89, N = 3SE +/- 7.02, N = 2121.39206.17153.47103.69202.94148.22146.53171.58236.18123.29157.37159.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 4.41, N = 3SE +/- 6.55, N = 3SE +/- 3.49, N = 3SE +/- 0.80, N = 3SE +/- 0.49, N = 3SE +/- 2.02, N = 3SE +/- 1.63, N = 3SE +/- 6.72, N = 3SE +/- 0.65, N = 371.5095.74136.0573.35101.00126.2375.7276.23141.6965.44137.8379.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.43, N = 3SE +/- 0.27, N = 3SE +/- 1.86, N = 3SE +/- 2.44, N = 3SE +/- 0.56, N = 3SE +/- 1.25, N = 3SE +/- 0.42, N = 3SE +/- 0.25, N = 3SE +/- 1.98, N = 384.18144.70133.6884.20151.97120.2789.16113.12136.7289.05131.08127.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 1.03, N = 3SE +/- 0.11, N = 3SE +/- 1.15, N = 3SE +/- 0.42, N = 3SE +/- 4.21, N = 3SE +/- 0.35, N = 349.0654.7482.8744.4658.2182.4647.3448.8683.2041.9181.9749.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3270140210280350SE +/- 0.09, N = 3SE +/- 0.48, N = 3SE +/- 0.12, N = 3SE +/- 0.77, N = 3SE +/- 0.20, N = 3SE +/- 31.99, N = 3SE +/- 118.11, N = 3SE +/- 0.47, N = 3SE +/- 0.31, N = 397.87110.27149.5896.00117.85144.29145.00218.30313.92134.52175.29148.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.06652.1333.19954.2665.3325SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 33.164.743.402.984.363.133.153.793.122.893.154.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.40, N = 3SE +/- 0.58, N = 3SE +/- 0.41, N = 3SE +/- 3.87, N = 3SE +/- 0.60, N = 3SE +/- 3.80, N = 3SE +/- 0.05, N = 3SE +/- 11.49, N = 3SE +/- 5.43, N = 3146.94177.13279.8081.78152.95101.66157.51151.34289.57130.28263.98149.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.28, N = 3SE +/- 0.70, N = 3SE +/- 0.79, N = 3SE +/- 1.50, N = 3SE +/- 0.62, N = 3SE +/- 21.40, N = 2SE +/- 0.26, N = 3SE +/- 0.93, N = 384.41150.17120.0174.79146.3878.3892.61112.07125.8188.3689.79118.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.20, N = 3SE +/- 1.19, N = 39.3514.4113.419.4013.3313.219.3112.0013.079.6412.1612.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.01, N = 3SE +/- 0.75, N = 3SE +/- 0.68, N = 3SE +/- 1.47, N = 3SE +/- 0.92, N = 3SE +/- 1.20, N = 3SE +/- 5.00, N = 3SE +/- 0.33, N = 3SE +/- 1.46, N = 379.99137.7882.0476.35144.5878.7385.68110.40111.4084.3890.42117.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32140280420560700SE +/- 2.99, N = 3SE +/- 3.40, N = 3SE +/- 4.54, N = 3SE +/- 9.47, N = 3SE +/- 0.49, N = 3SE +/- 15.46, N = 3SE +/- 56.70, N = 3SE +/- 16.86, N = 3SE +/- 27.44, N = 3350.77604.65366.92353.02628.90364.47352.26512.23441.58381.79462.06525.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30c3d-standard-60c2d-standard-56c3d-highmem-60n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.33, N = 2SE +/- 0.09, N = 2SE +/- 0.83, N = 3SE +/- 0.64, N = 3SE +/- 0.19, N = 237.8941.4938.9154.0745.1141.8244.2158.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.82, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 358.95107.6662.7759.39108.0662.5261.8081.9766.1061.3566.0588.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.47, N = 3SE +/- 5.09, N = 3SE +/- 0.23, N = 3SE +/- 2.54, N = 3SE +/- 0.91, N = 3SE +/- 2.97, N = 3SE +/- 3.95, N = 3SE +/- 2.53, N = 3SE +/- 22.66, N = 361.20112.7689.6558.07109.0561.6276.7499.33158.0772.83118.93101.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.37, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.84, N = 312.3218.1912.3012.2519.5311.6413.8818.2813.6013.5313.9218.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.34332.68664.02995.37326.7165SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.36, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 33.335.973.623.385.373.553.464.493.653.353.695.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.22, N = 3SE +/- 0.46, N = 3SE +/- 0.23, N = 3SE +/- 1.66, N = 3SE +/- 2.50, N = 3SE +/- 4.98, N = 3SE +/- 5.43, N = 3SE +/- 0.26, N = 3SE +/- 0.85, N = 320.4334.7223.7920.7739.3221.8235.0549.8569.1339.0871.9242.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.12, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 3SE +/- 0.50, N = 3SE +/- 0.46, N = 3SE +/- 1.10, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.69, N = 353.3791.9156.1052.5096.1555.5555.9975.1759.8356.0659.3082.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.41, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 3.06, N = 3SE +/- 0.66, N = 3SE +/- 3.94, N = 3SE +/- 15.74, N = 3SE +/- 1.30, N = 3SE +/- 21.61, N = 371.91136.6181.5569.58136.4974.2276.86117.87140.9474.79112.67110.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.39, N = 3SE +/- 0.87, N = 3SE +/- 1.90, N = 3SE +/- 24.14, N = 3SE +/- 2.26, N = 3SE +/- 17.79, N = 366.20119.3169.0964.60118.2968.1077.0296.96100.0076.73110.2397.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.53, N = 3SE +/- 0.99, N = 3SE +/- 0.51, N = 3SE +/- 0.57, N = 3SE +/- 1.54, N = 3SE +/- 0.58, N = 3SE +/- 2.31, N = 3SE +/- 0.19, N = 3SE +/- 6.34, N = 3120.24219.13124.80118.70224.69124.78144.74185.84151.86140.62154.34198.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 1.92, N = 3SE +/- 0.67, N = 3SE +/- 0.43, N = 3SE +/- 1.94, N = 3SE +/- 0.56, N = 3SE +/- 1.03, N = 3SE +/- 10.80, N = 3SE +/- 2.88, N = 3SE +/- 4.92, N = 387.63155.0389.8883.26161.3393.46101.07131.67126.89101.75112.71138.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.41, N = 3SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 1.77, N = 3SE +/- 0.07, N = 3SE +/- 0.95, N = 3SE +/- 1.71, N = 3SE +/- 0.80, N = 3SE +/- 1.29, N = 355.3899.3678.4553.12101.7155.3252.0871.7377.1352.9474.2782.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 3SE +/- 0.46, N = 3SE +/- 0.28, N = 3SE +/- 2.24, N = 3SE +/- 0.74, N = 3SE +/- 0.23, N = 3SE +/- 0.42, N = 350.2285.4354.4650.3292.5952.9951.5770.3157.9951.6755.9577.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.65, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 2.26, N = 3SE +/- 0.57, N = 3SE +/- 0.99, N = 3SE +/- 8.72, N = 3SE +/- 0.85, N = 3SE +/- 0.55, N = 351.1588.9452.6650.1299.8252.9050.3070.0461.4350.9654.3172.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.61, N = 3SE +/- 0.62, N = 3SE +/- 0.31, N = 3SE +/- 0.93, N = 3SE +/- 0.42, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.71, N = 3SE +/- 0.35, N = 3127.55212.11133.65129.93226.59136.15131.74177.66141.96133.58141.60194.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.06, N = 3SE +/- 1.03, N = 3SE +/- 0.58, N = 3SE +/- 2.52, N = 3SE +/- 0.46, N = 3SE +/- 2.20, N = 3SE +/- 22.58, N = 3SE +/- 6.24, N = 3SE +/- 1.40, N = 3114.27195.06116.76113.87208.62117.83141.89169.69165.85144.54128.24171.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.32, N = 3SE +/- 1.44, N = 3SE +/- 0.20, N = 3SE +/- 0.88, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 329.7649.0731.3829.9154.6431.4932.8040.9733.5432.0034.2945.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.75, N = 3SE +/- 0.35, N = 3SE +/- 0.35, N = 3SE +/- 0.55, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 2.40, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 349.6883.4254.2651.4290.6754.3451.0267.8858.8950.5155.3075.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 36.3711.306.506.4811.466.746.417.266.065.886.158.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.36, N = 3SE +/- 1.06, N = 3SE +/- 0.16, N = 3SE +/- 1.37, N = 3SE +/- 0.32, N = 3SE +/- 2.84, N = 3SE +/- 9.39, N = 3SE +/- 2.53, N = 3SE +/- 2.95, N = 375.3596.93108.4663.53104.7368.2690.9999.69136.6986.32122.89100.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.14, N = 3SE +/- 0.65, N = 3SE +/- 0.10, N = 3SE +/- 1.16, N = 3SE +/- 0.31, N = 3SE +/- 1.18, N = 3SE +/- 1.05, N = 3SE +/- 0.55, N = 3SE +/- 0.24, N = 333.3655.8334.2131.8660.7835.7339.0148.7441.6138.0440.5350.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.18, N = 3SE +/- 0.13, N = 2SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 2.01, N = 3SE +/- 16.45, N = 3SE +/- 2.36, N = 3SE +/- 3.21, N = 388.5492.3787.6491.60102.76130.70138.2597.59104.37135.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 1.08, N = 3SE +/- 10.34, N = 3SE +/- 0.88, N = 3SE +/- 5.22, N = 339.5056.6071.9429.9759.4931.4041.6244.1756.1936.9243.1847.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321122334455SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 1.05, N = 3SE +/- 0.22, N = 3SE +/- 0.92, N = 3SE +/- 1.18, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 326.3943.2034.0426.0248.0032.4225.0434.5534.0025.1032.5136.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 2.22, N = 3SE +/- 0.44, N = 3SE +/- 0.55, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 323.5137.6525.0823.3045.4624.6427.1733.5227.8026.2927.5737.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q85c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.32, N = 3SE +/- 0.82, N = 3SE +/- 0.34, N = 3SE +/- 0.21, N = 3SE +/- 0.87, N = 3SE +/- 2.94, N = 3SE +/- 0.75, N = 3SE +/- 0.98, N = 347.8472.5345.0649.6547.0960.1072.7047.5474.1366.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.71, N = 3SE +/- 0.37, N = 3SE +/- 0.60, N = 3SE +/- 0.48, N = 3SE +/- 0.44, N = 3SE +/- 0.14, N = 323.4540.6024.6223.0944.8123.8324.5333.6126.3623.7626.0634.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.71, N = 3SE +/- 0.91, N = 3SE +/- 0.40, N = 3SE +/- 1.58, N = 3SE +/- 0.83, N = 3SE +/- 2.15, N = 3SE +/- 1.21, N = 3SE +/- 0.44, N = 3SE +/- 1.15, N = 389.17113.57101.0188.75118.6495.93156.49183.89160.81157.65157.13181.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.21, N = 3SE +/- 3.28, N = 3SE +/- 0.38, N = 3SE +/- 1.64, N = 3SE +/- 2.47, N = 3SE +/- 0.88, N = 3SE +/- 3.35, N = 368.06115.4972.1167.58122.8071.5172.5794.5782.5069.7080.02106.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.37, N = 3SE +/- 0.19, N = 39.4413.2911.549.0114.5410.6913.3315.4418.8812.9112.7116.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 1.09, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 2.45, N = 3SE +/- 1.69, N = 3SE +/- 4.15, N = 317.7126.6323.3316.9731.1523.1816.9125.0230.8919.8630.4026.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321122334455SE +/- 0.15, N = 3SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 1.41, N = 3SE +/- 0.42, N = 3SE +/- 0.92, N = 3SE +/- 14.18, N = 3SE +/- 1.44, N = 3SE +/- 4.77, N = 323.3440.4531.2423.2246.3224.0424.2534.9343.5126.6437.0332.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.30, N = 3SE +/- 0.21, N = 3SE +/- 1.32, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 3SE +/- 0.69, N = 3SE +/- 0.42, N = 3SE +/- 0.68, N = 3SE +/- 0.71, N = 364.7290.5892.4661.4284.6990.7068.8178.3595.3666.8495.5085.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.20, N = 3SE +/- 0.79, N = 3SE +/- 0.05, N = 3SE +/- 1.59, N = 3SE +/- 0.17, N = 3SE +/- 2.16, N = 3SE +/- 6.80, N = 3SE +/- 5.26, N = 3SE +/- 0.23, N = 342.6673.3443.7342.4882.2043.5847.8364.0360.0854.0547.2965.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.07, N = 3SE +/- 2.41, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.53, N = 2SE +/- 0.44, N = 3SE +/- 0.45, N = 3SE +/- 1.51, N = 3SE +/- 0.65, N = 3SE +/- 3.38, N = 314.9421.8723.8814.3323.3317.4425.0328.6624.9923.5126.7128.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 2SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 33.374.953.553.374.743.513.354.123.543.333.535.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.17, N = 5SE +/- 0.10, N = 2SE +/- 0.18, N = 4SE +/- 0.20, N = 7SE +/- 0.07, N = 5SE +/- 0.06, N = 3SE +/- 0.17, N = 7SE +/- 0.74, N = 812.3511.9712.5516.5913.5712.5413.5517.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.35, N = 3SE +/- 0.04, N = 2SE +/- 0.30, N = 3SE +/- 0.52, N = 8SE +/- 0.34, N = 6SE +/- 0.42, N = 3SE +/- 0.17, N = 8SE +/- 0.99, N = 919.0519.1120.8627.4221.6420.2122.0327.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.88, N = 2SE +/- 0.62, N = 2SE +/- 0.19, N = 4SE +/- 0.21, N = 7SE +/- 0.30, N = 6SE +/- 0.77, N = 2SE +/- 0.24, N = 9SE +/- 0.96, N = 831.2232.2435.8446.0238.0335.9437.5346.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.26, N = 2SE +/- 1.63, N = 3SE +/- 0.05, N = 3SE +/- 0.57, N = 9SE +/- 0.84, N = 6SE +/- 1.04, N = 9SE +/- 4.18, N = 743.3547.3648.2762.1352.1649.6652.1464.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.07, N = 2SE +/- 0.12, N = 4SE +/- 0.39, N = 3SE +/- 0.29, N = 4SE +/- 0.16, N = 424.4623.7031.1525.2222.9525.6731.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.63, N = 3SE +/- 0.52, N = 3SE +/- 1.22, N = 3SE +/- 0.47, N = 3SE +/- 1.04, N = 3SE +/- 0.67, N = 345.1142.3253.7443.5540.3244.4852.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.37, N = 3SE +/- 0.37, N = 3SE +/- 0.66, N = 3SE +/- 0.52, N = 3SE +/- 0.24, N = 344.9044.0856.8148.0243.3448.3863.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.45, N = 2SE +/- 0.20, N = 2SE +/- 0.63, N = 3SE +/- 0.38, N = 374.5375.4093.6178.2970.6876.11104.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.57, N = 2SE +/- 1.10, N = 2SE +/- 1.99, N = 3SE +/- 0.42, N = 3SE +/- 1.17, N = 346.3643.3454.4645.8941.3944.1561.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.24, N = 3SE +/- 0.22, N = 4SE +/- 0.40, N = 7SE +/- 0.11, N = 6SE +/- 0.34, N = 3SE +/- 0.25, N = 8SE +/- 0.70, N = 930.2333.2341.5933.6632.3934.6842.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.81, N = 4SE +/- 0.65, N = 5SE +/- 0.60, N = 4SE +/- 0.37, N = 4SE +/- 2.08, N = 537.5447.6740.4336.2238.3751.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11c3d-standard-30n2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.36, N = 4SE +/- 1.49, N = 2SE +/- 0.18, N = 3SE +/- 0.26, N = 326.6937.3426.7328.9634.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.22, N = 4SE +/- 0.79, N = 7SE +/- 0.28, N = 4SE +/- 0.23, N = 3SE +/- 0.21, N = 7SE +/- 2.49, N = 427.0333.2327.7125.9627.4036.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.17, N = 4SE +/- 0.25, N = 9SE +/- 0.27, N = 6SE +/- 0.30, N = 3SE +/- 0.23, N = 9SE +/- 0.86, N = 914.1918.3915.6014.0715.4719.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.16, N = 4SE +/- 0.51, N = 5SE +/- 0.17, N = 4SE +/- 0.17, N = 3SE +/- 0.25, N = 5SE +/- 1.22, N = 826.3332.6427.7726.0727.5933.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.32, N = 4SE +/- 1.24, N = 9SE +/- 0.43, N = 6SE +/- 0.20, N = 3SE +/- 0.45, N = 9SE +/- 0.89, N = 944.4854.8944.5244.8844.4252.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.36, N = 3SE +/- 0.50, N = 3SE +/- 0.17, N = 4SE +/- 0.04, N = 3SE +/- 0.26, N = 8SE +/- 0.91, N = 627.0632.8327.8525.6127.6734.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.12, N = 2SE +/- 0.33, N = 7SE +/- 0.22, N = 4SE +/- 0.12, N = 3SE +/- 0.29, N = 7SE +/- 0.75, N = 714.7418.5815.1814.6215.2319.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.05, N = 2SE +/- 0.82, N = 4SE +/- 0.97, N = 4SE +/- 0.33, N = 6SE +/- 0.68, N = 569.1083.1573.5968.5374.2683.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.23, N = 3SE +/- 1.08, N = 3SE +/- 0.65, N = 3SE +/- 0.06, N = 3SE +/- 0.65, N = 3SE +/- 0.15, N = 343.9258.2748.3142.9648.6557.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.25, N = 3SE +/- 4.94, N = 3SE +/- 13.55, N = 3SE +/- 8.64, N = 3SE +/- 6.45, N = 3SE +/- 6.08, N = 379.4398.33155.3688.66165.4499.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q31c3d-standard-30c3d-highmem-3070140210280350SE +/- 1.10, N = 2312.38300.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.35, N = 3SE +/- 1.31, N = 3SE +/- 0.61, N = 3SE +/- 0.82, N = 345.3361.3461.9546.9958.2055.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 1.08, N = 3SE +/- 4.73, N = 3SE +/- 14.30, N = 3SE +/- 2.47, N = 3SE +/- 1.08, N = 3SE +/- 32.43, N = 3231.04278.97241.95227.96223.14291.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 2.55, N = 3SE +/- 4.63, N = 2SE +/- 12.37, N = 3SE +/- 15.82, N = 2SE +/- 5.49, N = 3155.24186.79259.72116.63138.11155.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3290180270360450SE +/- 3.93, N = 2SE +/- 13.10, N = 3SE +/- 18.45, N = 3SE +/- 2.26, N = 2SE +/- 3.33, N = 3SE +/- 8.97, N = 3337.22431.16375.15381.94337.02393.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.67, N = 2SE +/- 1.96, N = 2SE +/- 5.43, N = 3SE +/- 5.84, N = 3SE +/- 0.27, N = 2SE +/- 1.11, N = 2181.14236.28237.26186.70233.41215.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 12.21, N = 2SE +/- 19.41, N = 3SE +/- 0.66, N = 3SE +/- 4.94, N = 3190.95229.10279.18194.65229.33220.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30n2d-highmem-324080120160200SE +/- 5.41, N = 2SE +/- 9.87, N = 3134.24156.77168.75122.81162.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72c3d-standard-30n2d-standard-32c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.59, N = 2151.39186.61169.74173.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q15c3d-standard-30n2d-standard-32c2d-standard-32c2d-highmem-32n2d-highmem-321122334455SE +/- 2.02, N = 2SE +/- 1.65, N = 2SE +/- 0.18, N = 235.2245.4747.8448.7842.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 5.65, N = 3SE +/- 3.00, N = 3SE +/- 8.95, N = 3SE +/- 1.04, N = 3SE +/- 1.82, N = 3226.69270.89232.03218.30216.10285.881. (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: 10000 - Q65c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32100200300400500SE +/- 3.34, N = 2SE +/- 27.64, N = 2SE +/- 19.35, N = 3SE +/- 12.25, N = 3SE +/- 2.20, N = 2343.58455.89357.63345.35330.64417.341. (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

227 Results Shown

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

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.