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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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

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

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

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

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

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

c3d-standard-30

Changed Processor to AMD EPYC 9B14 (15 Cores / 30 Threads).

Changed Motherboard to Google Compute Engine c3d-standard-30.

Changed Memory to 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM.

c3d-standard-60

Changed Processor to AMD EPYC 9B14 (30 Cores / 60 Threads).

Changed Motherboard to Google Compute Engine c3d-standard-60.

Changed Memory to 15 x 16 GB RAM.

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

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

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

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

Spark TPC-DS BenchmarksProcessorMotherboardChipsetMemoryDiskNetworkOSKernelVulkanCompilerFile-SystemSystem Layerc2d-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c3d-highmem-30c3d-highmem-60c3d-standard-30c3d-standard-60n2d-highmem-32n2d-highmem-64n2d-standard-32n2d-standard-64AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-highmem-32Intel 440FX 82441FX PMC16 x 16GB RAM11811GB PersistentDiskRed Hat Virtio deviceUbuntu 22.046.5.0-1013-gcp (x86_64)1.3.255GCC 11.4.0ext4KVMAMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-highmem-5628 x 16GB RAM6.2.0-1019-gcp (x86_64)1.3.238AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-standard-328 x 16GB RAM6.5.0-1013-gcp (x86_64)AMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-standard-5614 x 16 GB RAM6.2.0-1019-gcp (x86_64)AMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-highmem-3015 x 16GB RAM11811GB nvme_card-pdGoogle Compute Engine Virtual6.5.0-1013-gcp (x86_64)1.3.255AMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-highmem-6030 x 16GB RAM6.2.0-1019-gcp (x86_64)1.3.238AMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-standard-3016 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAMAMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-standard-6015 x 16 GB RAM2 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-highmem-3216 x 16GB RAM11811GB PersistentDiskRed Hat Virtio device6.5.0-1014-gcp (x86_64)1.3.2552 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-highmem-6432 x 16GB RAM6.2.0-1019-gcp (x86_64)1.3.2382 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-standard-328 x 16GB RAM6.5.0-1013-gcp (x86_64)2 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-standard-6416 x GB RAM6.2.0-1019-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- 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 - 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 - 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 - 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-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 - 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 - 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 - 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-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 - 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 - 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 - 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-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c3d-highmem-30c3d-highmem-60c3d-standard-30c3d-standard-60n2d-highmem-32n2d-highmem-64n2d-standard-32n2d-standard-64Logarithmic Result OverviewPhoronix Test SuiteApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DS3000 - Q423000 - Q093000 - Q683000 - Q1310000 - Q1310000 - Q423000 - Q323000 - Q263000 - Q3610000 - Q093000 - Q763000 - Q663000 - Q493000 - Q3710000 - Q363000 - Q713000 - Q6150 - Q753000 - Q5810000 - Q823000 - Q273000 - Q443000 - Q5550 - Q383000 - Q5650 - Q4950 - Q6050 - Q3150 - Q513000 - Q523000 - Q193000 - Q0750 - Q6510000 - Q033000 - Q7750 - Q3050 - Q8710000 - Q7050 - Q7750 - Q3950 - Q333000 - Q963000 - Q9010000 - Q903000 - Q8850 - Q4750 - Q2810000 - Q8850 - Q6950 - Q0150 - Q1050 - Q9410000 - Q4450 - Q3550 - Q2650 - Q0510000 - Q1910000 - Q963000 - Q8250 - Q5810000 - Q9250 - Q8510000 - Q5550 - Q4210000 - Q0850 - Q8450 - Q3250 - Q9250 - Q0750 - Q3750 - Q4010000 - Q5210000 - Q8410000 - Q683000 - Q7050 - Q833000 - Q0810000 - Q8650 - Q9510000 - Q4810000 - Q9550 - Q193000 - Q5710000 - Q8350 - Q7310000 - Q7350 - Q343000 - Q033000 - Q8410000 - Q2710000 - Q473000 - Q913000 - Q8350 - Q623000 - Q9250 - Q5650 - Q5210000 - Q4650 - Q0310000 - Q5350 - Q1810000 - Q9150 - Q4610000 - Q6210000 - Q343000 - Q7310000 - Q6110000 - Q4310000 - Q633000 - Q483000 - Q533000 - Q4650 - Q2110000 - Q893000 - Q863000 - Q063000 - Q023000 - Q6210000 - Q0750 - Q2750 - Q813000 - Q9450 - Q9110000 - Q2810000 - Q4150 - Q7650 - Q973000 - Q9550 - Q3610000 - Q593000 - Q633000 - Q3450 - Q713000 - Q4750 - Q153000 - Q5950 - Q6850 - Q5950 - Q903000 - Q2850 - Q553000 - Q433000 - Q8950 - Q8250 - Q4350 - Q5350 - Q6650 - Q2250 - Q7950 - Q6150 - Q8850 - Q1350 - Q5750 - Q0850 - Q6350 - Q9850 - Q4550 - Q1450 - Q0250 - Q9910000 - Q3950 - Q543000 - Q4150 - Q8950 - Q0950 - Q4450 - Q8610000 - Q1250 - Q4150 - Q2050 - Q1250 - Q7050 - Q483000 - Q393000 - Q123000 - Q203000 - Q9910000 - Q9410000 - Q2110000 - Q9850 - Q963000 - Q213000 - Q98

Spark TPC-DS Benchmarksspark-tpcds: 3000 - Q15spark-tpcds: 3000 - Q25spark-tpcds: 3000 - Q17spark-tpcds: 3000 - Q65spark-tpcds: 3000 - Q60spark-tpcds: 3000 - Q51spark-tpcds: 3000 - Q40spark-tpcds: 3000 - Q18spark-tpcds: 3000 - Q01spark-tpcds: 3000 - Q54spark-tpcds: 3000 - Q72spark-tpcds: 3000 - Q45spark-tpcds: 3000 - Q31spark-tpcds: 3000 - Q30spark-tpcds: 3000 - Q85spark-tpcds: 3000 - Q81spark-tpcds: 3000 - Q79spark-tpcds: 3000 - Q33spark-tpcds: 3000 - Q56spark-tpcds: 3000 - Q49spark-tpcds: 3000 - Q99spark-tpcds: 3000 - Q98spark-tpcds: 3000 - Q96spark-tpcds: 3000 - Q95spark-tpcds: 3000 - Q94spark-tpcds: 3000 - Q92spark-tpcds: 3000 - Q91spark-tpcds: 3000 - Q90spark-tpcds: 3000 - Q89spark-tpcds: 3000 - Q88spark-tpcds: 3000 - Q86spark-tpcds: 3000 - Q84spark-tpcds: 3000 - Q83spark-tpcds: 3000 - Q82spark-tpcds: 3000 - Q77spark-tpcds: 3000 - Q76spark-tpcds: 3000 - Q73spark-tpcds: 3000 - Q71spark-tpcds: 3000 - Q70spark-tpcds: 3000 - Q68spark-tpcds: 3000 - Q66spark-tpcds: 3000 - Q63spark-tpcds: 3000 - Q62spark-tpcds: 3000 - Q61spark-tpcds: 3000 - Q59spark-tpcds: 3000 - Q58spark-tpcds: 3000 - Q57spark-tpcds: 3000 - Q55spark-tpcds: 3000 - Q53spark-tpcds: 3000 - Q52spark-tpcds: 3000 - Q48spark-tpcds: 3000 - Q47spark-tpcds: 3000 - Q46spark-tpcds: 3000 - Q44spark-tpcds: 3000 - Q43spark-tpcds: 3000 - Q42spark-tpcds: 3000 - Q41spark-tpcds: 3000 - Q39spark-tpcds: 3000 - Q37spark-tpcds: 3000 - Q36spark-tpcds: 3000 - Q34spark-tpcds: 3000 - Q32spark-tpcds: 3000 - Q28spark-tpcds: 3000 - Q27spark-tpcds: 3000 - Q26spark-tpcds: 3000 - Q21spark-tpcds: 3000 - Q20spark-tpcds: 3000 - Q19spark-tpcds: 3000 - Q13spark-tpcds: 3000 - Q12spark-tpcds: 3000 - Q09spark-tpcds: 3000 - Q08spark-tpcds: 3000 - Q07spark-tpcds: 3000 - Q06spark-tpcds: 3000 - Q03spark-tpcds: 3000 - Q02spark-tpcds: 10000 - Q81spark-tpcds: 10000 - Q65spark-tpcds: 10000 - Q51spark-tpcds: 10000 - Q45spark-tpcds: 10000 - Q06spark-tpcds: 10000 - Q01spark-tpcds: 10000 - Q30spark-tpcds: 10000 - Q31spark-tpcds: 10000 - Q85spark-tpcds: 10000 - Q79spark-tpcds: 10000 - Q98spark-tpcds: 10000 - Q96spark-tpcds: 10000 - Q95spark-tpcds: 10000 - Q94spark-tpcds: 10000 - Q92spark-tpcds: 10000 - Q91spark-tpcds: 10000 - Q90spark-tpcds: 10000 - Q89spark-tpcds: 10000 - Q88spark-tpcds: 10000 - Q86spark-tpcds: 10000 - Q84spark-tpcds: 10000 - Q83spark-tpcds: 10000 - Q82spark-tpcds: 10000 - Q73spark-tpcds: 10000 - Q70spark-tpcds: 10000 - Q68spark-tpcds: 10000 - Q63spark-tpcds: 10000 - Q62spark-tpcds: 10000 - Q61spark-tpcds: 10000 - Q59spark-tpcds: 10000 - Q55spark-tpcds: 10000 - Q53spark-tpcds: 10000 - Q52spark-tpcds: 10000 - Q48spark-tpcds: 10000 - Q47spark-tpcds: 10000 - Q46spark-tpcds: 10000 - Q44spark-tpcds: 10000 - Q43spark-tpcds: 10000 - Q42spark-tpcds: 10000 - Q41spark-tpcds: 10000 - Q39spark-tpcds: 10000 - Q36spark-tpcds: 10000 - Q34spark-tpcds: 10000 - Q28spark-tpcds: 10000 - Q27spark-tpcds: 10000 - Q21spark-tpcds: 10000 - Q19spark-tpcds: 10000 - Q13spark-tpcds: 10000 - Q12spark-tpcds: 10000 - Q09spark-tpcds: 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Q01c2d-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c3d-highmem-30c3d-highmem-60c3d-standard-30c3d-standard-60n2d-highmem-32n2d-highmem-64n2d-standard-32n2d-standard-6448.78229.33233.41337.02138.11223.1458.20165.4448.65169.7444.4846.2147.8741.91122.52145.77157.37350.9948.203.5324.7447.8596.2733.7312.6213.1776.25156.0326.9327.8822.0558.36193.8398.7941.60158.83120.76164.28151.4755.8033.20130.72141.64102.1252.3453.0955.9162.38104.51149.2196.4993.3360.0031.623.6414.8033.38108.3668.4967.50387.21118.3877.4613.583.4593.56142.503.16318.4586.47178.8285.71143.5888.47330.64216.1044.1576.1148.3844.2174.13104.373.5326.7147.2995.5037.0330.4012.7180.02157.1326.0627.5732.5143.1840.53122.896.1555.3034.29128.24141.6054.3155.9574.27112.71154.34110.23112.6759.3071.923.6913.92118.9366.05462.0690.4212.1689.79263.983.15175.2981.97131.08137.8328.9625.6774.2615.2327.6744.4227.5915.4727.4038.3738.6552.1437.5322.0313.5534.685.082.4313.543.646.436.455.364.994.256.218.9814.424.878.685.525.899.756.957.908.296.9818.426.686.856.348.557.547.1210.865.195.143.207.887.487.958.346.694.939.995.145.1116.3711.975.7110.107.876.343.024.724.503.2912.184.4313.826.656.609.967.147.665.0911.937.2212.547.165.7212.855.672.426.837.616.6315.387.002.438.446.466.586.9311.874.945.836.5242.6646.7040.28110.73143.54148.22198.0742.123.5216.7243.3574.0330.6710.4111.8372.0697.2425.1924.7521.4338.43147.1777.5434.5891.16101.78114.84102.8354.1731.63118.47133.2699.0443.5952.3155.4074.1389.51126.4883.9973.8256.3823.603.6212.9716.7663.9064.3751.58369.4581.2244.4813.493.4088.63120.763.1771.6984.63132.5777.61144.1277.5449.6591.63.5117.4443.5890.724.0423.1810.6971.5195.9323.8324.6432.4231.435.7368.266.7454.3431.49117.83136.1552.952.9955.3293.46124.7868.174.2255.5521.823.5511.6461.6262.52364.4778.7313.2178.38101.663.13144.2982.46120.27126.2333.9547.3632.2419.1111.9730.235.132.4411.583.596.856.795.905.464.466.228.5115.284.969.376.066.698.717.387.759.107.4822.027.707.196.329.327.757.0412.635.255.633.309.257.808.378.396.894.909.185.515.5218.8412.775.9010.597.846.463.004.625.173.3311.084.2015.326.776.5410.737.378.265.5512.617.4713.097.706.0810.666.182.497.807.516.4114.516.742.478.976.206.617.6012.044.715.807.2647.84279.18237.26375.15259.72241.9561.95155.3648.31168.7543.5545.4073.0841.30139.06220.44236.18446.2948.583.4729.6659.7397.3134.8315.3719.1196.71162.5926.9427.3324.0966.17254.50235.5851.17232.17135.64242.20141.1988.8733.42290.08142.93224.5556.65115.0289.27117.31136.77159.59135.11162.3261.23133.983.6813.7543.38200.7969.10116.75509.90185.8398.7613.083.57164.98292.543.18349.1192.53177.4292.80143.8190.91357.63232.0345.8978.2948.0245.1172.70138.253.5424.9960.0895.3643.5130.8918.8882.50160.8126.3627.8034.0056.1941.61136.696.0658.8933.54165.85141.9661.4357.9977.13126.89151.86100.00140.9459.8369.133.6513.60158.0766.10441.58111.4013.07125.81289.573.12313.9283.20136.72141.6925.2273.5915.1827.8544.5227.7715.6027.7140.4338.8252.1638.0321.6413.5733.665.222.4313.413.636.346.445.455.064.106.278.5413.955.018.835.485.819.426.797.958.107.0918.606.786.916.398.457.667.1510.935.125.343.247.887.367.767.816.774.7810.095.115.2016.5811.975.8510.037.856.282.974.664.493.2911.724.5614.106.586.619.757.127.835.0412.157.1412.407.385.6912.825.652.467.057.716.2915.456.922.448.506.446.557.0411.804.885.866.6845.1142.3847.1540.02147.43153.47392.1942.753.4630.6142.7093.6231.6912.4011.2572.06100.2325.3824.4323.1866.33186.0377.6034.94231.94111.26213.07155.0353.1031.19117.66132.7396.7246.6052.8555.3377.7191.04124.9590.9588.3756.0622.513.5912.3924.22122.3664.6383.32363.4089.7072.3413.553.4199.11232.573.4082.9282.99137.6692.79144.1880.5646.3674.5344.941.4972.5392.373.5523.8843.7392.4631.2423.3311.5472.11101.0124.6225.0834.0471.9434.21108.466.5054.2631.38116.76133.6552.6654.4678.4589.88124.8069.0981.5556.1023.793.6212.3089.6562.77366.9282.0413.41120.01279.803.40149.5882.87133.68136.0524.4634.4043.3531.2219.0512.355.242.4511.743.706.796.716.005.404.356.148.6015.145.259.286.056.508.477.197.659.137.5621.447.017.106.248.967.507.1112.345.365.433.259.277.698.308.006.625.109.115.165.5018.7212.915.7310.567.916.613.004.624.493.3511.164.1115.266.736.4810.047.178.055.4812.787.3913.297.486.0910.836.162.467.497.606.5314.246.592.478.916.256.537.5811.964.745.796.99194.65186.70381.94116.63227.9646.9988.6642.96122.8140.32300.2146.3234.72102.18131.37123.29233.3344.123.3324.1356.7367.5623.1410.8313.5174.20158.0524.2726.1419.9238.76139.6295.1339.76108.1793.4094.0875.2354.7131.70147.68134.14105.1950.4350.8353.2853.55109.70149.17100.73104.4056.1341.433.3413.3525.3078.9263.7256.78384.3894.5555.229.633.1189.00115.663.01201.5349.30100.1583.6175.8861.26345.35218.3041.3970.6843.3441.8247.5497.593.3323.5154.0566.8426.6419.8612.9169.70157.6523.7626.2925.1036.9238.0486.325.8850.5132.0144.54133.5850.9651.6752.94101.75140.6276.7374.7956.0639.083.3513.5372.8361.35381.7984.389.6488.36130.282.89134.5241.9189.0565.4426.7322.9568.5314.6225.6144.8826.0714.0725.9636.2237.0949.6635.9420.2112.5432.394.822.2312.553.336.046.005.054.653.435.567.9113.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3.2124.618.2017.6212.339.314.526.767.024.7119.207.4928.7111.869.4317.9411.3413.178.8923.1613.6222.5511.389.8215.868.873.5812.2212.1610.0822.349.783.3615.359.489.9211.5420.387.168.7911.4945.47229.10236.28431.16186.79278.9761.3498.3358.27156.77186.6153.7456.2761.0644.24130.47176.99171.58266.6555.384.6628.0963.2078.2433.1114.1815.79100.81174.4532.5633.3728.6947.17182.08139.4450.17151.07101.99133.0483.4873.1641.80185.22183.40154.2365.9376.2473.4876.84133.28188.77122.01112.5474.4373.194.518.5529.01112.1186.4060.19495.58116.5156.6213.234.48119.34156.274.20168.8352.91118.01108.4878.8971.2689.93455.89270.8954.4693.6156.8154.0760.10130.704.1228.6664.0378.3534.9325.0215.4494.57183.8933.6133.5234.5544.1748.7499.697.2667.8840.97169.69177.6670.0470.3171.73131.67185.8496.96117.8775.1749.854.4918.2899.3381.97512.23110.4012.00112.07151.343.79218.3048.86113.1276.2337.3431.1583.1518.5832.8354.8932.6418.3933.2347.6747.6762.1346.0227.4216.5941.596.152.9917.274.377.947.926.826.255.027.5010.8117.616.3310.636.787.4112.038.599.6210.118.4822.818.658.707.9310.839.488.8313.516.456.364.0510.029.2210.139.848.195.9912.486.446.3520.7115.117.2012.779.777.523.825.775.384.0814.595.6217.228.138.1412.138.809.706.2614.809.1115.309.117.0116.266.592.958.259.557.9118.868.473.1110.857.927.898.5214.575.797.328.19152.69201.62206.17293.9157.134.5821.6875.7384.4940.5817.9313.34113.29110.1441.0240.1336.6756.52191.37127.7657.54167.40100.47120.1081.4784.5451.59193.68218.66167.4878.6690.7189.21106.22154.73208.47143.16120.1889.9835.785.0616.8726.13108.70106.3349.92587.01137.1955.0412.614.54141.84154.324.5985.2158.27143.87140.8998.8067.184.9521.8773.3490.5840.4526.6313.29115.49113.5740.637.6543.256.655.8396.9311.383.4249.07195.06212.1188.9485.4399.36155.03219.13119.31136.6191.9134.725.9718.19112.76107.66604.65137.7814.41150.17177.134.74110.2754.74144.795.747.903.7720.724.9411.7112.169.518.346.039.2712.3428.327.0015.349.9810.3213.5711.4012.3415.4411.7941.9911.7611.389.2815.6212.2910.9722.107.628.404.6716.0411.9714.6612.211.117.4914.577.998.3435.6524.938.5018.9113.039.334.527.508.244.9521.758.4029.4311.9910.0918.1012.1514.089.6023.8813.4323.6112.2610.4615.378.113.2211.1611.939.6822.4910.523.5715.539.659.9012.3721.707.538.9711.90OpenBenchmarking.org

Apache Spark TPC-DS

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q15c3d-standard-30n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-321122334455SE +/- 2.02, N = 2SE +/- 1.65, N = 2SE +/- 0.18, N = 235.2242.6445.4747.8448.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25c3d-standard-30c3d-highmem-30n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-3260120180240300SE +/- 4.94, N = 3SE +/- 12.21, N = 2SE +/- 0.66, N = 3SE +/- 19.41, N = 3190.95194.65220.11229.10229.33279.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17c3d-standard-30c3d-highmem-30n2d-highmem-32c2d-highmem-32n2d-standard-32c2d-standard-3250100150200250SE +/- 0.67, N = 2SE +/- 5.84, N = 3SE +/- 1.11, N = 2SE +/- 0.27, N = 2SE +/- 1.96, N = 2SE +/- 5.43, N = 3181.14186.70215.32233.41236.28237.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-30n2d-highmem-32n2d-standard-3290180270360450SE +/- 3.33, N = 3SE +/- 3.93, N = 2SE +/- 18.45, N = 3SE +/- 2.26, N = 2SE +/- 8.97, N = 3SE +/- 13.10, N = 3337.02337.22375.15381.94393.15431.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60c3d-highmem-30c2d-highmem-32c3d-standard-30n2d-highmem-32n2d-standard-32c2d-standard-3260120180240300SE +/- 15.82, N = 2SE +/- 2.55, N = 3SE +/- 5.49, N = 3SE +/- 4.63, N = 2SE +/- 12.37, N = 3116.63138.11155.24155.79186.79259.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-standard-32n2d-standard-32n2d-highmem-3260120180240300SE +/- 1.08, N = 3SE +/- 2.47, N = 3SE +/- 1.08, N = 3SE +/- 14.30, N = 3SE +/- 4.73, N = 3SE +/- 32.43, N = 3223.14227.96231.04241.95278.97291.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40c3d-standard-30c3d-highmem-30n2d-highmem-32c2d-highmem-32n2d-standard-32c2d-standard-321428425670SE +/- 0.35, N = 3SE +/- 1.31, N = 3SE +/- 0.82, N = 3SE +/- 0.61, N = 345.3346.9955.2258.2061.3461.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18c3d-standard-30c3d-highmem-30n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-324080120160200SE +/- 0.25, N = 3SE +/- 8.64, N = 3SE +/- 4.94, N = 3SE +/- 6.08, N = 3SE +/- 13.55, N = 3SE +/- 6.45, N = 379.4388.6698.3399.27155.36165.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-321326395265SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.65, N = 3SE +/- 0.65, N = 3SE +/- 0.15, N = 3SE +/- 1.08, N = 342.9643.9248.3148.6557.2958.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54c3d-highmem-30c3d-standard-30n2d-standard-32n2d-highmem-32c2d-standard-324080120160200SE +/- 9.87, N = 3SE +/- 5.41, N = 2122.81134.24156.77162.73168.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72c3d-standard-30c2d-highmem-32n2d-highmem-32n2d-standard-324080120160200SE +/- 0.59, N = 2151.39169.74173.97186.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c2d-standard-56n2d-highmem-32n2d-standard-321224364860SE +/- 0.47, N = 3SE +/- 0.52, N = 3SE +/- 1.22, N = 3SE +/- 1.04, N = 3SE +/- 0.63, N = 3SE +/- 0.67, N = 340.3242.3243.5544.4845.1152.5553.741. (CC) gcc options: -O3 -fcommon -lm

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-321326395265SE +/- 0.56, N = 2SE +/- 0.59, N = 2SE +/- 0.95, N = 2SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.50, N = 338.0939.4541.1442.3842.6645.4046.2153.3556.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-standard-30c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32c2d-standard-321632486480SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 1.05, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 3.29, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 343.0244.3146.3246.7046.9747.1547.8758.9061.0673.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-321020304050SE +/- 0.29, N = 3SE +/- 0.17, N = 2SE +/- 0.13, N = 3SE +/- 0.22, N = 2SE +/- 0.63, N = 2SE +/- 0.49, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 3SE +/- 0.98, N = 3SE +/- 0.63, N = 333.4734.1634.7235.2840.0240.2841.3041.9143.9644.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-highmem-32n2d-highmem-32n2d-standard-32c2d-standard-32c2d-standard-56n2d-standard-64306090120150SE +/- 0.24, N = 3SE +/- 1.07, N = 3SE +/- 0.35, N = 3SE +/- 3.30, N = 3SE +/- 1.19, N = 3SE +/- 12.68, N = 3SE +/- 3.06, N = 3SE +/- 2.89, N = 3SE +/- 19.99, N = 3SE +/- 0.76, N = 288.5793.0198.43102.18110.73122.52128.99130.47139.06147.43152.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c2d-highmem-32c3d-standard-30n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-3250100150200250SE +/- 0.73, N = 2SE +/- 2.15, N = 2SE +/- 1.65, N = 3SE +/- 1.53, N = 3SE +/- 4.48, N = 3SE +/- 0.13, N = 2SE +/- 23.03, N = 3117.85123.89131.37143.54145.77151.42158.71176.99201.62202.85220.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64c2d-standard-3250100150200250SE +/- 1.40, N = 3SE +/- 0.62, N = 2SE +/- 1.03, N = 3SE +/- 0.18, N = 2SE +/- 3.89, N = 3SE +/- 7.02, N = 2SE +/- 4.56, N = 3SE +/- 10.02, N = 2SE +/- 10.10, N = 3103.69121.39123.29146.53148.22153.47157.37159.90171.58202.94206.17236.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49c3d-highmem-60c2d-highmem-56c3d-standard-60c3d-highmem-30c3d-standard-30n2d-highmem-32n2d-highmem-64n2d-standard-32n2d-standard-64c2d-highmem-32c2d-standard-56c2d-standard-32100200300400500SE +/- 0.22, N = 3SE +/- 3.08, N = 3SE +/- 0.19, N = 2SE +/- 8.41, N = 3SE +/- 0.42, N = 3SE +/- 5.50, N = 3SE +/- 3.74, N = 3SE +/- 5.74, N = 3SE +/- 5.75, N = 3SE +/- 5.99, N = 3SE +/- 4.44, N = 3SE +/- 16.01, N = 3157.21198.07212.85233.33233.84243.56257.67266.65293.91350.99392.19446.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641326395265SE +/- 0.43, N = 3SE +/- 0.38, N = 3SE +/- 0.26, N = 3SE +/- 0.39, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.66, N = 3SE +/- 1.17, N = 3SE +/- 1.27, N = 3SE +/- 0.86, N = 3SE +/- 1.12, N = 337.2537.5142.1242.7544.1244.3548.2048.5855.3856.9157.1358.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32n2d-highmem-32n2d-standard-64n2d-standard-32n2d-highmem-641.08232.16463.24694.32925.4115SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 33.333.343.343.403.463.473.523.534.484.584.664.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96c3d-highmem-60c2d-highmem-56c3d-standard-60n2d-standard-64n2d-highmem-64c3d-highmem-30c2d-highmem-32c3d-standard-30n2d-standard-32n2d-highmem-32c2d-standard-32c2d-standard-56714212835SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.69, N = 3SE +/- 0.31, N = 3SE +/- 0.55, N = 3SE +/- 0.77, N = 3SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 0.47, N = 3SE +/- 2.91, N = 3SE +/- 1.23, N = 314.5616.7217.3921.6823.2724.1324.7425.1828.0928.3929.6630.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-60c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.12, N = 3SE +/- 0.68, N = 3SE +/- 0.09, N = 3SE +/- 0.58, N = 3SE +/- 0.45, N = 3SE +/- 0.29, N = 3SE +/- 2.92, N = 3SE +/- 5.71, N = 3SE +/- 1.71, N = 3SE +/- 5.58, N = 3SE +/- 1.01, N = 3SE +/- 0.73, N = 342.7042.7243.3543.6047.8549.4656.7359.7362.0863.2075.7376.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-32c2d-standard-3220406080100SE +/- 0.41, N = 3SE +/- 0.43, N = 3SE +/- 0.14, N = 3SE +/- 0.32, N = 3SE +/- 1.89, N = 3SE +/- 0.35, N = 3SE +/- 1.42, N = 3SE +/- 0.41, N = 3SE +/- 1.12, N = 3SE +/- 0.46, N = 3SE +/- 0.59, N = 3SE +/- 0.76, N = 354.2565.2167.5670.4074.0378.2478.3879.1184.4993.6296.2797.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92c3d-standard-60c3d-highmem-30c3d-highmem-60c3d-standard-30n2d-highmem-32c2d-highmem-56c2d-standard-56n2d-standard-32c2d-highmem-32c2d-standard-32n2d-standard-64n2d-highmem-641020304050SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 1.47, N = 3SE +/- 0.12, N = 3SE +/- 0.93, N = 3SE +/- 0.25, N = 3SE +/- 0.19, N = 3SE +/- 2.27, N = 3SE +/- 0.70, N = 3SE +/- 6.07, N = 3SE +/- 0.98, N = 3SE +/- 1.23, N = 322.8923.1423.4824.9730.3630.6731.6933.1133.7334.8340.5842.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91c3d-highmem-60c2d-highmem-56c3d-highmem-30c3d-standard-30c3d-standard-60c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32c2d-standard-32n2d-standard-64n2d-highmem-64510152025SE +/- 0.25, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 1.50, N = 3SE +/- 0.52, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.39, N = 3SE +/- 0.67, N = 310.3310.4110.8311.0511.0712.4012.6213.1614.1815.3717.9319.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-standard-30c2d-highmem-32n2d-standard-64c3d-highmem-30n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-32510152025SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.57, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 39.109.1511.2511.8312.6213.1713.3413.5113.7115.7615.7919.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89c3d-highmem-60c3d-standard-60c3d-standard-30c2d-highmem-56c2d-standard-56c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64306090120150SE +/- 0.51, N = 3SE +/- 0.18, N = 3SE +/- 1.01, N = 3SE +/- 0.30, N = 3SE +/- 0.18, N = 3SE +/- 1.51, N = 3SE +/- 0.49, N = 3SE +/- 5.89, N = 3SE +/- 2.83, N = 3SE +/- 2.65, N = 3SE +/- 2.64, N = 3SE +/- 1.50, N = 367.5568.1771.8372.0672.0674.2076.2596.7199.11100.81113.29117.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56n2d-standard-64n2d-highmem-64c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32n2d-highmem-32n2d-standard-324080120160200SE +/- 0.85, N = 3SE +/- 0.05, N = 3SE +/- 0.70, N = 3SE +/- 0.34, N = 3SE +/- 0.57, N = 3SE +/- 2.60, N = 3SE +/- 3.28, N = 3SE +/- 0.67, N = 3SE +/- 1.58, N = 3SE +/- 6.82, N = 3SE +/- 3.85, N = 3SE +/- 5.50, N = 383.2885.1097.24100.23110.14117.67156.03156.56158.05162.59174.28174.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64918273645SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 1.25, N = 3SE +/- 0.96, N = 3SE +/- 0.16, N = 3SE +/- 1.48, N = 3SE +/- 0.54, N = 3SE +/- 0.98, N = 322.8223.3724.0324.2725.1925.3826.9326.9432.5633.7541.0241.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c3d-highmem-30c2d-standard-32c3d-standard-30c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641020304050SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 0.34, N = 3SE +/- 0.08, N = 3SE +/- 0.40, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.42, N = 3SE +/- 0.96, N = 3SE +/- 1.22, N = 3SE +/- 0.38, N = 323.2723.3524.4324.7526.1427.3327.4427.8833.3733.8940.1344.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83c3d-highmem-60c3d-highmem-30c3d-standard-30c3d-standard-60c2d-highmem-56c2d-highmem-32c2d-standard-56c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64918273645SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.71, N = 3SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.85, N = 3SE +/- 1.19, N = 3SE +/- 0.17, N = 3SE +/- 0.66, N = 319.7919.9220.4220.5521.4322.0523.1824.0926.9728.6936.6736.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82c3d-highmem-60c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-standard-30n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64c2d-highmem-32c2d-standard-32c2d-standard-561530456075SE +/- 0.49, N = 3SE +/- 0.05, N = 3SE +/- 2.80, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 1.73, N = 3SE +/- 0.57, N = 3SE +/- 1.15, N = 3SE +/- 0.95, N = 3SE +/- 8.72, N = 3SE +/- 4.75, N = 3SE +/- 2.33, N = 333.1038.4338.7640.8242.0744.8947.1755.4556.5258.3666.1766.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56n2d-highmem-32c3d-standard-30n2d-standard-32n2d-highmem-64c2d-standard-56n2d-standard-64c2d-highmem-32c2d-standard-3260120180240300SE +/- 0.34, N = 3SE +/- 0.29, N = 3SE +/- 5.31, N = 3SE +/- 0.62, N = 3SE +/- 4.00, N = 3SE +/- 0.19, N = 3SE +/- 3.44, N = 3SE +/- 3.90, N = 3SE +/- 3.65, N = 3SE +/- 1.83, N = 3SE +/- 15.75, N = 3SE +/- 9.96, N = 3117.58124.22139.62147.17165.20169.05182.08184.49186.03191.37193.83254.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-highmem-30c2d-highmem-32n2d-highmem-32n2d-standard-64n2d-highmem-64n2d-standard-32c3d-standard-30c2d-standard-3250100150200250SE +/- 1.10, N = 3SE +/- 1.25, N = 3SE +/- 1.32, N = 3SE +/- 1.43, N = 3SE +/- 6.97, N = 3SE +/- 6.90, N = 3SE +/- 6.03, N = 3SE +/- 3.24, N = 3SE +/- 4.63, N = 3SE +/- 1.73, N = 3SE +/- 0.18, N = 3SE +/- 10.71, N = 373.4674.1677.5477.6095.1398.79100.00127.76130.71139.44142.07235.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32n2d-highmem-32n2d-standard-32c2d-standard-32n2d-standard-64n2d-highmem-641428425670SE +/- 0.15, N = 3SE +/- 0.59, N = 3SE +/- 0.19, N = 3SE +/- 0.36, N = 3SE +/- 0.63, N = 3SE +/- 0.53, N = 3SE +/- 0.23, N = 3SE +/- 0.41, N = 3SE +/- 0.97, N = 3SE +/- 4.84, N = 3SE +/- 0.33, N = 3SE +/- 0.34, N = 333.0333.2534.5834.9439.7640.5941.6048.3850.1751.1757.5460.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71c3d-highmem-60c2d-highmem-56c3d-highmem-30c3d-standard-60n2d-highmem-32c3d-standard-30n2d-standard-32n2d-highmem-64c2d-highmem-32n2d-standard-64c2d-standard-56c2d-standard-3250100150200250SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 5.48, N = 3SE +/- 4.02, N = 3SE +/- 7.54, N = 3SE +/- 0.31, N = 3SE +/- 4.65, N = 3SE +/- 5.78, N = 3SE +/- 22.28, N = 3SE +/- 4.38, N = 3SE +/- 6.71, N = 3SE +/- 11.50, N = 386.2091.16108.17123.82127.71140.27151.07153.41158.83167.40231.94232.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30n2d-highmem-32n2d-standard-64c2d-highmem-56n2d-standard-32n2d-highmem-64c2d-standard-56c2d-highmem-32c2d-standard-32306090120150SE +/- 1.52, N = 3SE +/- 0.34, N = 3SE +/- 0.25, N = 3SE +/- 3.68, N = 3SE +/- 1.15, N = 3SE +/- 0.66, N = 3SE +/- 1.88, N = 3SE +/- 5.24, N = 3SE +/- 1.47, N = 3SE +/- 0.11, N = 3SE +/- 2.23, N = 3SE +/- 17.50, N = 369.6675.9789.2393.4096.09100.47101.78101.99102.86111.26120.76135.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68c3d-highmem-60c3d-highmem-30n2d-highmem-64n2d-highmem-32c3d-standard-60c2d-highmem-56n2d-standard-64c3d-standard-30n2d-standard-32c2d-highmem-32c2d-standard-56c2d-standard-3250100150200250SE +/- 0.26, N = 3SE +/- 9.25, N = 3SE +/- 1.55, N = 3SE +/- 4.97, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 1.23, N = 3SE +/- 0.42, N = 3SE +/- 24.91, N = 3SE +/- 2.81, N = 3SE +/- 2.04, N = 365.4794.0897.54101.21109.00114.84120.10130.86133.04164.28213.07242.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66c3d-highmem-60n2d-highmem-64n2d-highmem-32c3d-highmem-30c3d-standard-60n2d-standard-64n2d-standard-32c3d-standard-30c2d-highmem-56c2d-standard-32c2d-highmem-32c2d-standard-56306090120150SE +/- 0.90, N = 3SE +/- 1.65, N = 3SE +/- 3.35, N = 3SE +/- 6.60, N = 3SE +/- 0.34, N = 3SE +/- 2.29, N = 3SE +/- 1.05, N = 3SE +/- 0.35, N = 3SE +/- 0.21, N = 3SE +/- 13.68, N = 3SE +/- 2.70, N = 3SE +/- 0.41, N = 349.9963.5574.9675.2381.1881.4783.4883.90102.83141.19151.47155.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-56c2d-highmem-56c3d-highmem-30c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-standard-64c2d-standard-32n2d-highmem-6420406080100SE +/- 0.22, N = 3SE +/- 0.65, N = 3SE +/- 0.84, N = 3SE +/- 0.41, N = 3SE +/- 1.01, N = 3SE +/- 1.15, N = 3SE +/- 0.21, N = 3SE +/- 0.67, N = 3SE +/- 2.14, N = 3SE +/- 2.59, N = 3SE +/- 17.18, N = 3SE +/- 1.92, N = 350.1450.3751.9053.1054.1754.7155.8067.3673.1684.5488.8788.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-641224364860SE +/- 0.32, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 3SE +/- 0.18, N = 3SE +/- 0.24, N = 3SE +/- 0.32, N = 3SE +/- 0.42, N = 3SE +/- 0.36, N = 3SE +/- 0.15, N = 3SE +/- 0.90, N = 3SE +/- 1.17, N = 330.3030.7531.1931.6331.7032.0233.2033.4241.2341.8051.5954.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32c3d-highmem-30n2d-highmem-32c3d-standard-30n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-3260120180240300SE +/- 0.32, N = 3SE +/- 0.10, N = 3SE +/- 0.38, N = 3SE +/- 0.45, N = 3SE +/- 1.15, N = 3SE +/- 5.06, N = 3SE +/- 2.70, N = 3SE +/- 2.06, N = 3SE +/- 8.44, N = 3SE +/- 3.65, N = 3SE +/- 4.28, N = 3SE +/- 38.75, N = 3113.22114.23117.66118.47130.72147.68158.75163.76185.22193.68197.74290.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6450100150200250SE +/- 0.97, N = 3SE +/- 1.44, N = 3SE +/- 0.71, N = 3SE +/- 0.15, N = 3SE +/- 1.24, N = 3SE +/- 1.07, N = 3SE +/- 0.42, N = 3SE +/- 0.27, N = 3SE +/- 1.73, N = 3SE +/- 4.22, N = 3SE +/- 4.88, N = 3SE +/- 1.05, N = 3128.58130.20132.73133.26133.92134.14141.64142.93176.55183.40218.66226.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32c3d-highmem-30c3d-standard-30n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-3250100150200250SE +/- 0.50, N = 3SE +/- 0.94, N = 3SE +/- 1.28, N = 3SE +/- 0.37, N = 3SE +/- 1.43, N = 3SE +/- 9.95, N = 3SE +/- 2.61, N = 3SE +/- 1.32, N = 3SE +/- 3.31, N = 3SE +/- 7.31, N = 3SE +/- 1.76, N = 3SE +/- 14.24, N = 390.1490.9496.7299.04102.12105.19109.97124.56154.23167.48173.00224.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-highmem-30c2d-highmem-32c3d-standard-30c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.10, N = 3SE +/- 0.36, N = 3SE +/- 1.36, N = 3SE +/- 0.38, N = 3SE +/- 0.04, N = 3SE +/- 3.90, N = 3SE +/- 0.34, N = 3SE +/- 1.32, N = 3SE +/- 3.48, N = 3SE +/- 1.43, N = 342.2943.4343.5946.6050.4352.3453.0756.6563.8165.9378.6681.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-32306090120150SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 1.53, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 5.03, N = 3SE +/- 2.65, N = 3SE +/- 1.24, N = 3SE +/- 1.43, N = 3SE +/- 21.98, N = 349.9750.1350.6150.8352.3152.8553.0969.9076.2490.7192.17115.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-standard-64c2d-standard-32n2d-highmem-6420406080100SE +/- 0.18, N = 3SE +/- 0.53, N = 3SE +/- 1.01, N = 3SE +/- 1.52, N = 3SE +/- 0.44, N = 3SE +/- 0.74, N = 3SE +/- 0.04, N = 3SE +/- 2.92, N = 3SE +/- 2.05, N = 3SE +/- 1.19, N = 3SE +/- 17.06, N = 3SE +/- 0.48, N = 349.6050.9552.2453.2855.3355.4055.9173.3073.4889.2189.2790.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-highmem-56n2d-highmem-32n2d-standard-32c2d-standard-56n2d-highmem-64n2d-standard-64c2d-standard-32306090120150SE +/- 0.27, N = 3SE +/- 0.48, N = 3SE +/- 1.19, N = 3SE +/- 0.35, N = 3SE +/- 5.01, N = 3SE +/- 1.26, N = 3SE +/- 3.66, N = 3SE +/- 3.19, N = 3SE +/- 0.25, N = 3SE +/- 4.94, N = 3SE +/- 1.69, N = 3SE +/- 20.07, N = 353.4253.5554.5255.2562.3874.1374.3476.8477.71104.03106.22117.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-30c3d-highmem-30n2d-highmem-32n2d-standard-32c2d-standard-32n2d-highmem-64n2d-standard-64306090120150SE +/- 1.34, N = 3SE +/- 0.03, N = 3SE +/- 0.64, N = 3SE +/- 2.30, N = 3SE +/- 1.04, N = 3SE +/- 0.80, N = 3SE +/- 2.47, N = 3SE +/- 1.76, N = 3SE +/- 3.31, N = 3SE +/- 14.06, N = 3SE +/- 3.50, N = 3SE +/- 2.35, N = 384.7885.8789.5191.04104.51106.84109.70128.97133.28136.77153.77154.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6450100150200250SE +/- 0.09, N = 3SE +/- 0.61, N = 3SE +/- 0.82, N = 3SE +/- 0.88, N = 3SE +/- 0.51, N = 3SE +/- 4.60, N = 3SE +/- 1.18, N = 3SE +/- 5.14, N = 3SE +/- 1.88, N = 3SE +/- 4.94, N = 3SE +/- 4.69, N = 3SE +/- 2.76, N = 3119.17120.36124.95126.48144.22149.17149.21159.59182.46188.77208.47210.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-30c3d-highmem-30n2d-highmem-32n2d-standard-32c2d-standard-32n2d-highmem-64n2d-standard-64306090120150SE +/- 0.12, N = 3SE +/- 0.63, N = 3SE +/- 0.03, N = 2SE +/- 0.42, N = 3SE +/- 3.17, N = 3SE +/- 1.28, N = 3SE +/- 2.40, N = 3SE +/- 1.61, N = 3SE +/- 5.01, N = 3SE +/- 18.33, N = 3SE +/- 1.39, N = 3SE +/- 1.83, N = 378.7581.5683.9990.9596.4996.95100.73121.39122.01135.11141.54143.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-standard-30c2d-highmem-32c3d-highmem-30n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-324080120160200SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 1.47, N = 3SE +/- 1.79, N = 3SE +/- 16.11, N = 3SE +/- 7.05, N = 3SE +/- 7.63, N = 3SE +/- 1.76, N = 3SE +/- 1.37, N = 3SE +/- 38.28, N = 369.3671.8473.8288.3793.2093.33104.40106.03112.54120.18124.34162.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43c3d-highmem-60c3d-standard-60c2d-standard-56c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.35, N = 3SE +/- 0.30, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.36, N = 3SE +/- 0.64, N = 3SE +/- 0.40, N = 3SE +/- 1.33, N = 3SE +/- 0.82, N = 3SE +/- 1.52, N = 3SE +/- 0.47, N = 353.4253.5756.0656.0856.1356.3860.0061.2372.6474.4389.9893.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q42c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32n2d-standard-64n2d-highmem-64n2d-highmem-32c3d-highmem-30c3d-standard-30n2d-standard-32c2d-standard-32306090120150SE +/- 0.69, N = 3SE +/- 0.64, N = 3SE +/- 0.62, N = 3SE +/- 0.49, N = 3SE +/- 0.25, N = 3SE +/- 1.15, N = 3SE +/- 1.01, N = 3SE +/- 1.30, N = 3SE +/- 3.77, N = 3SE +/- 0.32, N = 3SE +/- 0.60, N = 3SE +/- 5.00, N = 321.6921.7922.5123.6031.6235.7836.8741.3241.4350.2773.19133.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41c3d-standard-60c3d-highmem-30c3d-highmem-60c3d-standard-30c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-641.24432.48863.73294.97726.2215SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 33.313.343.383.423.593.623.643.684.394.505.065.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32n2d-standard-64n2d-highmem-32n2d-standard-32n2d-highmem-64510152025SE +/- 0.32, N = 3SE +/- 0.28, N = 3SE +/- 0.55, N = 3SE +/- 0.45, N = 3SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 0.40, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.93, N = 312.0512.1712.3912.9713.2113.3513.7514.8016.8717.8718.5519.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37c3d-highmem-60c2d-highmem-56c3d-standard-60n2d-highmem-64c2d-standard-56c3d-standard-30c3d-highmem-30n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-321020304050SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.74, N = 3SE +/- 0.77, N = 3SE +/- 0.49, N = 3SE +/- 1.59, N = 3SE +/- 0.27, N = 3SE +/- 1.13, N = 3SE +/- 1.03, N = 3SE +/- 3.96, N = 3SE +/- 2.31, N = 315.5116.7618.5324.0424.2224.6325.3026.1327.1729.0133.3843.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-highmem-30c3d-standard-30n2d-highmem-32c2d-highmem-32n2d-standard-64n2d-highmem-64n2d-standard-32c2d-standard-56c2d-standard-324080120160200SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 2.23, N = 3SE +/- 2.31, N = 3SE +/- 2.15, N = 3SE +/- 20.51, N = 3SE +/- 1.40, N = 3SE +/- 3.80, N = 3SE +/- 2.52, N = 3SE +/- 6.37, N = 3SE +/- 12.54, N = 360.3961.9863.9078.9293.2697.73108.36108.70110.01112.11122.36200.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.19, N = 3SE +/- 0.37, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.80, N = 3SE +/- 0.49, N = 3SE +/- 2.38, N = 3SE +/- 1.27, N = 3SE +/- 1.29, N = 3SE +/- 0.17, N = 360.3461.2463.7264.3764.6365.0168.4969.1084.6986.40106.33106.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32c3d-highmem-60c3d-standard-60n2d-highmem-64n2d-standard-64n2d-highmem-32c2d-highmem-56c3d-highmem-30c3d-standard-30n2d-standard-32c2d-highmem-32c2d-standard-56c2d-standard-32306090120150SE +/- 1.01, N = 3SE +/- 0.19, N = 3SE +/- 1.73, N = 3SE +/- 1.33, N = 3SE +/- 2.65, N = 3SE +/- 0.72, N = 3SE +/- 11.21, N = 3SE +/- 3.46, N = 3SE +/- 3.60, N = 3SE +/- 9.72, N = 3SE +/- 3.75, N = 3SE +/- 19.88, N = 334.7637.7249.6449.9251.1051.5856.7858.7160.1967.5083.32116.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-56c2d-highmem-56c3d-highmem-30c2d-highmem-32n2d-highmem-32n2d-standard-32c2d-standard-32n2d-standard-64n2d-highmem-64130260390520650SE +/- 0.87, N = 3SE +/- 1.85, N = 3SE +/- 6.60, N = 3SE +/- 2.78, N = 3SE +/- 5.42, N = 3SE +/- 14.98, N = 3SE +/- 6.40, N = 3SE +/- 15.27, N = 3SE +/- 26.31, N = 3SE +/- 64.34, N = 3SE +/- 5.68, N = 3SE +/- 12.16, N = 3346.72350.18360.26363.40369.45384.38387.21490.14495.58509.90587.01608.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30n2d-highmem-32n2d-standard-32c2d-highmem-32n2d-standard-64n2d-highmem-64c2d-standard-324080120160200SE +/- 0.33, N = 3SE +/- 0.60, N = 3SE +/- 1.19, N = 3SE +/- 0.18, N = 3SE +/- 4.48, N = 3SE +/- 1.61, N = 3SE +/- 3.95, N = 3SE +/- 3.37, N = 3SE +/- 10.13, N = 3SE +/- 1.70, N = 3SE +/- 3.38, N = 3SE +/- 6.15, N = 378.0278.2281.2289.7094.5595.29114.82116.51118.38137.19142.11185.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-standard-30n2d-highmem-64n2d-standard-64c3d-highmem-30n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-32c2d-standard-3220406080100SE +/- 0.72, N = 3SE +/- 0.27, N = 3SE +/- 0.79, N = 3SE +/- 0.33, N = 3SE +/- 0.99, N = 3SE +/- 0.50, N = 3SE +/- 4.50, N = 3SE +/- 3.30, N = 3SE +/- 3.65, N = 3SE +/- 0.95, N = 3SE +/- 0.09, N = 3SE +/- 10.53, N = 329.6431.8244.4846.5254.6055.0455.2256.5456.6272.3477.4698.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21c3d-highmem-60c3d-standard-30c3d-standard-60c3d-highmem-30n2d-highmem-32n2d-standard-64c2d-standard-32n2d-highmem-64n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.51, N = 3SE +/- 1.59, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 39.309.399.449.6311.5812.6113.0813.2213.2313.4913.5513.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-641.10932.21863.32794.43725.5465SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 33.113.163.193.303.403.413.453.574.054.484.544.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-highmem-30c2d-highmem-32c3d-standard-30c2d-standard-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-324080120160200SE +/- 0.66, N = 2SE +/- 0.35, N = 3SE +/- 0.09, N = 2SE +/- 0.82, N = 3SE +/- 1.52, N = 2SE +/- 0.43, N = 3SE +/- 1.68, N = 3SE +/- 0.99, N = 3SE +/- 3.91, N = 3SE +/- 2.00, N = 3SE +/- 3.19, N = 3SE +/- 5.79, N = 375.2282.3588.6389.0093.5694.9499.11110.03119.34141.84145.56164.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13c3d-highmem-60c3d-standard-60c3d-highmem-30n2d-highmem-32c2d-highmem-56c2d-highmem-32n2d-highmem-64n2d-standard-64n2d-standard-32c3d-standard-30c2d-standard-56c2d-standard-3260120180240300SE +/- 0.31, N = 3SE +/- 1.57, N = 3SE +/- 6.26, N = 3SE +/- 1.39, N = 3SE +/- 3.63, N = 3SE +/- 19.04, N = 3SE +/- 3.65, N = 3SE +/- 1.81, N = 3SE +/- 5.82, N = 3SE +/- 0.33, N = 3SE +/- 5.46, N = 3SE +/- 9.81, N = 382.23115.49115.66116.89120.76142.50148.14154.32156.27158.79232.57292.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-highmem-32c2d-highmem-56c2d-standard-32c3d-standard-60c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-641.03282.06563.09844.13125.164SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 32.892.963.013.163.173.183.203.403.684.204.434.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56n2d-standard-64n2d-highmem-64c3d-standard-30n2d-highmem-32n2d-standard-32c3d-highmem-30c2d-highmem-32c2d-standard-3280160240320400SE +/- 0.13, N = 3SE +/- 0.24, N = 3SE +/- 0.93, N = 3SE +/- 0.86, N = 3SE +/- 1.11, N = 3SE +/- 1.96, N = 3SE +/- 0.26, N = 3SE +/- 16.14, N = 3SE +/- 43.25, N = 3SE +/- 47.53, N = 3SE +/- 103.25, N = 3SE +/- 124.09, N = 363.2865.9271.6982.9285.2193.37114.36146.60168.83201.53318.45349.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-30n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-3220406080100SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.86, N = 3SE +/- 1.55, N = 3SE +/- 2.84, N = 3SE +/- 1.57, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.81, N = 3SE +/- 1.19, N = 347.6047.6548.8649.3051.4552.9156.4158.2782.9984.6386.4792.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56n2d-standard-64n2d-highmem-64c2d-standard-32c2d-highmem-324080120160200SE +/- 0.57, N = 3SE +/- 1.58, N = 3SE +/- 5.53, N = 3SE +/- 0.40, N = 3SE +/- 0.88, N = 3SE +/- 4.14, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 1.89, N = 3SE +/- 1.97, N = 3SE +/- 21.32, N = 3SE +/- 12.42, N = 382.1286.01100.15105.69113.72118.01132.57137.66143.87147.62177.42178.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06c2d-highmem-56c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-56c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64306090120150SE +/- 1.16, N = 2SE +/- 0.73, N = 2SE +/- 1.14, N = 3SE +/- 0.35, N = 377.6179.7379.9883.6184.8085.7192.7992.80101.89108.48139.27140.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56306090120150SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 1.13, N = 3SE +/- 1.51, N = 3SE +/- 0.31, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 375.8876.6476.7576.7978.3878.8998.80100.44143.58143.81144.12144.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30n2d-standard-64n2d-highmem-32n2d-highmem-64n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-3220406080100SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 3SE +/- 2.82, N = 3SE +/- 0.28, N = 3SE +/- 2.61, N = 3SE +/- 0.79, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 350.2651.6161.2661.7567.1869.1269.3871.2677.5480.5688.4790.911. (CC) gcc options: -O3 -fcommon -lm

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q65c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32n2d-highmem-32n2d-standard-32100200300400500SE +/- 2.20, N = 2SE +/- 3.34, N = 2SE +/- 12.25, N = 3SE +/- 19.35, N = 3SE +/- 27.64, N = 2330.64343.58345.35357.63417.34455.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-standard-32n2d-standard-32n2d-highmem-3260120180240300SE +/- 1.82, N = 3SE +/- 1.04, N = 3SE +/- 5.65, N = 3SE +/- 8.95, N = 3SE +/- 3.00, N = 3216.10218.30226.69232.03270.89285.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c2d-standard-56n2d-standard-32n2d-highmem-321428425670SE +/- 0.42, N = 3SE +/- 0.57, N = 2SE +/- 1.17, N = 3SE +/- 1.99, N = 3SE +/- 1.10, N = 241.3943.3444.1545.8946.3654.4661.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06c3d-highmem-30c2d-standard-56c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-3220406080100SE +/- 0.45, N = 2SE +/- 0.38, N = 3SE +/- 0.63, N = 3SE +/- 0.20, N = 270.6874.5375.4076.1178.2993.61104.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01c3d-highmem-30c3d-standard-30c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-321428425670SE +/- 0.52, N = 3SE +/- 0.37, N = 3SE +/- 0.66, N = 3SE +/- 0.24, N = 3SE +/- 0.37, N = 343.3444.0844.9048.0248.3856.8163.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30c3d-standard-60c3d-highmem-60c2d-standard-56c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-321326395265SE +/- 0.33, N = 2SE +/- 0.09, N = 2SE +/- 0.19, N = 2SE +/- 0.64, N = 3SE +/- 0.83, N = 337.8938.9141.4941.8244.2145.1154.0758.231. (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 - Q85c3d-highmem-60c3d-standard-30c3d-highmem-30c3d-standard-60c2d-highmem-56n2d-standard-32n2d-highmem-32c2d-standard-56c2d-standard-32c2d-highmem-321632486480SE +/- 0.34, N = 3SE +/- 0.21, N = 3SE +/- 0.75, N = 3SE +/- 0.32, N = 3SE +/- 0.87, N = 3SE +/- 0.82, N = 3SE +/- 2.94, N = 3SE +/- 0.98, N = 345.0647.0947.5447.8449.6560.1066.9972.5372.7074.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32n2d-standard-32n2d-highmem-32c2d-standard-32306090120150SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 2SE +/- 2.36, N = 3SE +/- 0.43, N = 3SE +/- 3.21, N = 3SE +/- 2.01, N = 3SE +/- 16.45, N = 387.6488.5491.6092.3797.59102.76104.37130.70135.94138.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-highmem-32c2d-standard-32c2d-standard-56n2d-standard-32n2d-highmem-64n2d-standard-64n2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 2SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 33.333.353.373.373.513.533.543.554.124.744.955.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96c3d-highmem-60c3d-standard-60c2d-highmem-56n2d-standard-64n2d-highmem-64c3d-highmem-30c2d-standard-56c2d-standard-32c3d-standard-30c2d-highmem-32n2d-standard-32n2d-highmem-32714212835SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.53, N = 2SE +/- 0.23, N = 3SE +/- 0.65, N = 3SE +/- 2.41, N = 3SE +/- 1.51, N = 3SE +/- 0.44, N = 3SE +/- 3.38, N = 3SE +/- 0.45, N = 314.3314.9417.4421.8723.3323.5123.8824.9925.0326.7128.6628.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.79, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 5.26, N = 3SE +/- 6.80, N = 3SE +/- 2.16, N = 3SE +/- 1.59, N = 342.4842.6643.5843.7347.2947.8354.0560.0864.0365.2473.3482.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30n2d-standard-32n2d-highmem-64n2d-highmem-32n2d-standard-64c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-3220406080100SE +/- 1.32, N = 3SE +/- 0.30, N = 3SE +/- 0.68, N = 3SE +/- 0.35, N = 3SE +/- 0.69, N = 3SE +/- 0.28, N = 3SE +/- 0.21, N = 3SE +/- 0.42, N = 3SE +/- 0.71, N = 361.4264.7266.8468.8178.3584.6985.5990.5890.7092.4695.3695.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-standard-56n2d-highmem-32n2d-standard-32c2d-highmem-32n2d-standard-64c2d-standard-32n2d-highmem-641122334455SE +/- 0.46, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3SE +/- 1.44, N = 3SE +/- 0.29, N = 3SE +/- 0.92, N = 3SE +/- 4.77, N = 3SE +/- 14.18, N = 3SE +/- 1.41, N = 323.2223.3424.0424.2526.6431.2432.7834.9337.0340.4543.5146.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91c3d-standard-30c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c2d-standard-56n2d-standard-32n2d-highmem-32n2d-standard-64c2d-highmem-32c2d-standard-32n2d-highmem-64714212835SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 1.69, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 4.15, N = 3SE +/- 2.45, N = 3SE +/- 1.09, N = 316.9116.9717.7119.8623.1823.3325.0226.3926.6330.4030.8931.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-highmem-30n2d-standard-64c3d-standard-30n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32510152025SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.37, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 39.019.4410.6911.5412.7112.9113.2913.3314.5415.4416.7618.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64306090120150SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.88, N = 3SE +/- 0.40, N = 3SE +/- 0.38, N = 3SE +/- 3.35, N = 3SE +/- 2.47, N = 3SE +/- 1.64, N = 3SE +/- 3.28, N = 367.5868.0669.7071.5172.1172.5780.0282.5094.57106.31115.49122.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56n2d-standard-64n2d-highmem-64c3d-standard-30c2d-highmem-32c3d-highmem-30c2d-standard-32n2d-highmem-32n2d-standard-324080120160200SE +/- 0.40, N = 3SE +/- 0.71, N = 3SE +/- 0.91, N = 3SE +/- 1.58, N = 3SE +/- 0.83, N = 3SE +/- 1.15, N = 3SE +/- 0.44, N = 3SE +/- 1.21, N = 3SE +/- 2.15, N = 388.7589.1795.93101.01113.57118.64156.49157.13157.65160.81181.47183.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86c3d-highmem-60c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-standard-30c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641020304050SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.44, N = 3SE +/- 0.37, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.48, N = 3SE +/- 0.60, N = 3SE +/- 0.71, N = 323.0923.4523.7623.8324.5324.6226.0626.3633.6134.0640.6044.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641020304050SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.43, N = 3SE +/- 0.13, N = 3SE +/- 0.55, N = 3SE +/- 2.22, N = 323.3023.5124.6425.0826.2927.1727.5727.8033.5237.4837.6545.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-highmem-32c2d-standard-32c2d-standard-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641122334455SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.35, N = 3SE +/- 0.30, N = 3SE +/- 1.18, N = 3SE +/- 0.03, N = 3SE +/- 0.92, N = 3SE +/- 1.05, N = 325.0425.1026.0226.3932.4232.5134.0034.0434.5536.0343.2048.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82c3d-highmem-60c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-standard-30c2d-highmem-32n2d-standard-32n2d-highmem-32c2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-561632486480SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 5.22, N = 3SE +/- 1.08, N = 3SE +/- 10.34, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 329.9731.4036.9239.5041.6243.1844.1747.3356.1956.6059.4971.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641428425670SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.65, N = 3SE +/- 0.55, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 1.05, N = 3SE +/- 1.18, N = 3SE +/- 1.16, N = 331.8633.3634.2135.7338.0439.0140.5341.6148.7450.9655.8360.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70c3d-highmem-60c2d-highmem-56c3d-standard-60c3d-highmem-30c3d-standard-30n2d-standard-64n2d-standard-32n2d-highmem-32n2d-highmem-64c2d-standard-56c2d-highmem-32c2d-standard-32306090120150SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 2.53, N = 3SE +/- 0.32, N = 3SE +/- 2.84, N = 3SE +/- 1.37, N = 3SE +/- 1.06, N = 3SE +/- 2.95, N = 3SE +/- 9.39, N = 363.5368.2675.3586.3290.9996.9399.69100.09104.73108.46122.89136.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68c3d-highmem-30c2d-standard-32c2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-643691215SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.46, N = 35.886.066.156.376.416.486.506.747.268.1211.3011.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63c3d-standard-60c3d-highmem-30c3d-standard-30c3d-highmem-60c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.75, N = 3SE +/- 0.16, N = 3SE +/- 0.42, N = 3SE +/- 0.35, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 3SE +/- 2.40, N = 3SE +/- 0.16, N = 3SE +/- 0.55, N = 349.6850.5151.0251.4254.2654.3455.3058.8967.8875.3683.4290.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641224364860SE +/- 0.11, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.88, N = 3SE +/- 1.44, N = 329.7629.9131.3831.4932.0032.8033.5434.2940.9745.2649.0754.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6450100150200250SE +/- 0.58, N = 3SE +/- 0.06, N = 3SE +/- 1.03, N = 3SE +/- 1.40, N = 3SE +/- 0.46, N = 3SE +/- 6.24, N = 3SE +/- 22.58, N = 3SE +/- 2.20, N = 3SE +/- 2.52, N = 3113.87114.27116.76117.83128.24141.89144.54165.85169.69171.09195.06208.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6450100150200250SE +/- 0.61, N = 3SE +/- 0.31, N = 3SE +/- 0.42, N = 3SE +/- 0.71, N = 3SE +/- 0.62, N = 3SE +/- 0.35, N = 3SE +/- 0.72, N = 3SE +/- 0.60, N = 3SE +/- 0.93, N = 3127.55129.93131.74133.58133.65136.15141.60141.96177.66194.71212.11226.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55c3d-highmem-60c3d-standard-30c3d-highmem-30c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.16, N = 3SE +/- 0.57, N = 3SE +/- 0.85, N = 3SE +/- 0.65, N = 3SE +/- 0.38, N = 3SE +/- 0.55, N = 3SE +/- 8.72, N = 3SE +/- 0.99, N = 3SE +/- 2.26, N = 350.1250.3050.9651.1552.6652.9054.3161.4370.0472.1188.9499.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.40, N = 3SE +/- 0.42, N = 3SE +/- 0.74, N = 3SE +/- 2.24, N = 3SE +/- 0.46, N = 350.2250.3251.5751.6752.9954.4655.9557.9970.3177.6185.4392.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52c3d-standard-30c3d-highmem-30c3d-highmem-60c2d-highmem-56c3d-standard-60n2d-standard-32c2d-highmem-32c2d-standard-32c2d-standard-56n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.07, N = 3SE +/- 0.80, N = 3SE +/- 0.12, N = 3SE +/- 0.41, N = 3SE +/- 0.95, N = 3SE +/- 1.29, N = 3SE +/- 1.71, N = 3SE +/- 0.36, N = 3SE +/- 1.77, N = 352.0852.9453.1255.3255.3871.7374.2777.1378.4582.6099.36101.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-644080120160200SE +/- 0.43, N = 3SE +/- 1.92, N = 3SE +/- 0.67, N = 3SE +/- 0.56, N = 3SE +/- 2.88, N = 3SE +/- 4.92, N = 3SE +/- 10.80, N = 3SE +/- 1.03, N = 3SE +/- 1.94, N = 383.2687.6389.8893.46101.07101.75112.71126.89131.67138.95155.03161.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6450100150200250SE +/- 0.51, N = 3SE +/- 0.53, N = 3SE +/- 0.99, N = 3SE +/- 0.19, N = 3SE +/- 1.54, N = 3SE +/- 2.31, N = 3SE +/- 6.34, N = 3SE +/- 0.58, N = 3SE +/- 0.57, N = 3118.70120.24124.78124.80140.62144.74151.86154.34185.84198.38219.13224.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32n2d-highmem-64n2d-standard-64306090120150SE +/- 0.31, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 2.26, N = 3SE +/- 0.87, N = 3SE +/- 1.90, N = 3SE +/- 24.14, N = 3SE +/- 17.79, N = 3SE +/- 0.39, N = 364.6066.2068.1069.0976.7377.0296.9697.75100.00110.23118.29119.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-56n2d-highmem-32c2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64c2d-standard-32306090120150SE +/- 0.29, N = 3SE +/- 0.41, N = 3SE +/- 1.30, N = 3SE +/- 0.66, N = 3SE +/- 0.29, N = 3SE +/- 21.61, N = 3SE +/- 3.94, N = 3SE +/- 3.06, N = 3SE +/- 15.74, N = 369.5871.9174.2274.7976.8681.55110.49112.67117.87136.49136.61140.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.46, N = 3SE +/- 0.25, N = 3SE +/- 0.53, N = 3SE +/- 0.69, N = 3SE +/- 0.32, N = 3SE +/- 1.10, N = 3SE +/- 0.50, N = 352.5053.3755.5555.9956.0656.1059.3059.8375.1782.8491.9196.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56n2d-standard-64c3d-standard-30c3d-highmem-30n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-321632486480SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.46, N = 3SE +/- 2.50, N = 3SE +/- 0.26, N = 3SE +/- 1.66, N = 3SE +/- 4.98, N = 3SE +/- 5.43, N = 3SE +/- 0.85, N = 320.4320.7721.8223.7934.7235.0539.0839.3242.1249.8569.1371.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41c3d-standard-60c3d-highmem-30c3d-highmem-60c3d-standard-30c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-641.34332.68664.02995.37326.7165SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 33.333.353.383.463.553.623.653.694.495.015.375.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-60c3d-highmem-30c2d-standard-32c3d-standard-30c2d-highmem-32n2d-standard-64n2d-standard-32n2d-highmem-32n2d-highmem-64510152025SE +/- 0.13, N = 3SE +/- 0.48, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.84, N = 3SE +/- 0.37, N = 3SE +/- 0.12, N = 311.6412.2512.3012.3213.5313.6013.8813.9218.1918.2818.5219.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36c3d-highmem-60c3d-standard-60c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64c2d-highmem-32c2d-standard-32306090120150SE +/- 0.23, N = 3SE +/- 1.47, N = 3SE +/- 2.53, N = 3SE +/- 0.91, N = 3SE +/- 5.09, N = 3SE +/- 2.97, N = 3SE +/- 2.54, N = 3SE +/- 22.66, N = 3SE +/- 3.95, N = 358.0761.2061.6272.8376.7489.6599.33101.36109.05112.76118.93158.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6420406080100SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 0.39, N = 3SE +/- 0.30, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.82, N = 3SE +/- 1.81, N = 358.9559.3961.3561.8062.5262.7766.0566.1081.9788.19107.66108.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28c3d-standard-60c3d-standard-30c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-highmem-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64140280420560700SE +/- 2.99, N = 3SE +/- 0.49, N = 3SE +/- 4.54, N = 3SE +/- 3.40, N = 3SE +/- 16.86, N = 3SE +/- 56.70, N = 3SE +/- 27.44, N = 3SE +/- 15.46, N = 3SE +/- 9.47, N = 3350.77352.26353.02364.47366.92381.79441.58462.06512.23525.47604.65628.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27c3d-highmem-60c2d-highmem-56c3d-standard-60c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32n2d-standard-32c2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64306090120150SE +/- 0.68, N = 3SE +/- 1.01, N = 3SE +/- 0.75, N = 3SE +/- 0.33, N = 3SE +/- 0.92, N = 3SE +/- 1.46, N = 3SE +/- 1.20, N = 3SE +/- 5.00, N = 3SE +/- 1.47, N = 376.3578.7379.9982.0484.3885.6890.42110.40111.40117.61137.78144.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-30n2d-standard-32c2d-highmem-32n2d-highmem-32c2d-standard-32c2d-highmem-56n2d-highmem-64c2d-standard-56n2d-standard-6448121620SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3SE +/- 1.19, N = 3SE +/- 0.25, N = 3SE +/- 0.43, N = 3SE +/- 0.05, N = 39.319.359.409.6412.0012.1612.1813.0713.2113.3313.4114.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19c3d-highmem-60c2d-highmem-56c3d-standard-60c3d-highmem-30c2d-highmem-32c3d-standard-30n2d-standard-32n2d-highmem-32c2d-standard-56c2d-standard-32n2d-highmem-64n2d-standard-64306090120150SE +/- 0.79, N = 3SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.93, N = 3SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 21.40, N = 2SE +/- 1.50, N = 374.7978.3884.4188.3689.7992.61112.07118.49120.01125.81146.38150.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13c3d-highmem-60c2d-highmem-56c3d-highmem-30c3d-standard-60n2d-highmem-32n2d-standard-32n2d-highmem-64c3d-standard-30n2d-standard-64c2d-highmem-32c2d-standard-56c2d-standard-3260120180240300SE +/- 0.41, N = 3SE +/- 11.49, N = 3SE +/- 0.40, N = 3SE +/- 3.80, N = 3SE +/- 3.87, N = 3SE +/- 0.60, N = 3SE +/- 5.43, N = 3SE +/- 0.58, N = 3SE +/- 0.05, N = 381.78101.66130.28146.94149.30151.34152.95157.51177.13263.98279.80289.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12c3d-highmem-30c3d-highmem-60c2d-standard-32c2d-highmem-56c2d-highmem-32c3d-standard-30c3d-standard-60c2d-standard-56n2d-standard-32n2d-highmem-64n2d-highmem-32n2d-standard-641.06652.1333.19954.2665.3325SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 32.892.983.123.133.153.153.163.403.794.364.624.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09c3d-highmem-60c3d-standard-60n2d-standard-64n2d-highmem-64c3d-highmem-30c2d-highmem-56c3d-standard-30n2d-highmem-32c2d-standard-56c2d-highmem-32n2d-standard-32c2d-standard-3270140210280350SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.77, N = 3SE +/- 0.47, N = 3SE +/- 0.20, N = 3SE +/- 0.48, N = 3SE +/- 0.31, N = 3SE +/- 31.99, N = 3SE +/- 118.11, N = 396.0097.87110.27117.85134.52144.29145.00148.47149.58175.29218.30313.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08c3d-highmem-30c3d-highmem-60c3d-standard-30n2d-standard-32c3d-standard-60n2d-highmem-32n2d-standard-64n2d-highmem-64c2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-3220406080100SE +/- 4.21, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 1.15, N = 3SE +/- 0.20, N = 3SE +/- 1.03, N = 3SE +/- 0.35, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 341.9144.4647.3448.8649.0649.7254.7458.2181.9782.4682.8783.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30n2d-standard-32c2d-highmem-56n2d-highmem-32c2d-highmem-32c2d-standard-56c2d-standard-32n2d-standard-64n2d-highmem-64306090120150SE +/- 1.43, N = 3SE +/- 1.86, N = 3SE +/- 0.25, N = 3SE +/- 0.56, N = 3SE +/- 1.25, N = 3SE +/- 1.98, N = 3SE +/- 0.27, N = 3SE +/- 0.42, N = 3SE +/- 2.44, N = 384.1884.2089.0589.16113.12120.27127.11131.08133.68136.72144.70151.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03c3d-highmem-30c3d-standard-60c3d-highmem-60c3d-standard-30n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32306090120150SE +/- 6.72, N = 3SE +/- 4.41, N = 3SE +/- 3.49, N = 3SE +/- 0.49, N = 3SE +/- 2.02, N = 3SE +/- 0.80, N = 3SE +/- 6.55, N = 3SE +/- 0.65, N = 3SE +/- 1.63, N = 365.4471.5073.3575.7276.2379.3895.74101.00126.23136.05137.83141.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11c3d-standard-30c3d-highmem-30c2d-highmem-32n2d-highmem-32n2d-standard-32918273645SE +/- 0.36, N = 4SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 1.49, N = 226.6926.7328.9634.6837.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74c3d-highmem-30c3d-standard-30c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32714212835SE +/- 0.39, N = 3SE +/- 0.07, N = 2SE +/- 0.12, N = 4SE +/- 0.29, N = 4SE +/- 0.16, N = 422.9523.7024.4625.2225.6731.1531.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-3220406080100SE +/- 0.05, N = 2SE +/- 0.97, N = 4SE +/- 0.33, N = 6SE +/- 0.82, N = 4SE +/- 0.68, N = 568.5369.1073.5974.2683.1583.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32510152025SE +/- 0.12, N = 3SE +/- 0.12, N = 2SE +/- 0.22, N = 4SE +/- 0.29, N = 7SE +/- 0.33, N = 7SE +/- 0.75, N = 714.6214.7415.1815.2318.5819.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32816243240SE +/- 0.04, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 8SE +/- 0.17, N = 4SE +/- 0.50, N = 3SE +/- 0.91, N = 625.6127.0627.6727.8532.8334.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-30n2d-highmem-32n2d-standard-321224364860SE +/- 0.45, N = 9SE +/- 0.32, N = 4SE +/- 0.43, N = 6SE +/- 0.20, N = 3SE +/- 0.89, N = 9SE +/- 1.24, N = 944.4244.4844.5244.8852.8954.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32816243240SE +/- 0.17, N = 3SE +/- 0.16, N = 4SE +/- 0.25, N = 5SE +/- 0.17, N = 4SE +/- 0.51, N = 5SE +/- 1.22, N = 826.0726.3327.5927.7732.6433.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32510152025SE +/- 0.30, N = 3SE +/- 0.17, N = 4SE +/- 0.23, N = 9SE +/- 0.27, N = 6SE +/- 0.25, N = 9SE +/- 0.86, N = 914.0714.1915.4715.6018.3919.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32816243240SE +/- 0.23, N = 3SE +/- 0.22, N = 4SE +/- 0.21, N = 7SE +/- 0.28, N = 4SE +/- 0.79, N = 7SE +/- 2.49, N = 425.9627.0327.4027.7133.2336.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-321224364860SE +/- 0.81, N = 4SE +/- 0.37, N = 4SE +/- 0.60, N = 4SE +/- 0.65, N = 5SE +/- 2.08, N = 536.2237.5438.3740.4347.6751.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-641326395265SE +/- 0.48, N = 3SE +/- 0.26, N = 4SE +/- 0.36, N = 4SE +/- 1.14, N = 2SE +/- 0.74, N = 3SE +/- 0.39, N = 7SE +/- 0.39, N = 5SE +/- 0.38, N = 9SE +/- 0.84, N = 633.4233.9534.4035.8737.0937.5038.6538.8246.6847.6758.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-321428425670SE +/- 0.26, N = 2SE +/- 1.63, N = 3SE +/- 0.05, N = 3SE +/- 1.04, N = 9SE +/- 0.84, N = 6SE +/- 0.57, N = 9SE +/- 4.18, N = 743.3547.3648.2749.6652.1452.1662.1364.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-321020304050SE +/- 0.88, N = 2SE +/- 0.62, N = 2SE +/- 0.19, N = 4SE +/- 0.77, N = 2SE +/- 0.24, N = 9SE +/- 0.30, N = 6SE +/- 0.21, N = 7SE +/- 0.96, N = 831.2232.2435.8435.9437.5338.0346.0246.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32612182430SE +/- 0.35, N = 3SE +/- 0.04, N = 2SE +/- 0.42, N = 3SE +/- 0.30, N = 3SE +/- 0.34, N = 6SE +/- 0.17, N = 8SE +/- 0.52, N = 8SE +/- 0.99, N = 919.0519.1120.2120.8621.6422.0327.4227.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-3248121620SE +/- 0.10, N = 2SE +/- 0.17, N = 5SE +/- 0.06, N = 3SE +/- 0.18, N = 4SE +/- 0.17, N = 7SE +/- 0.07, N = 5SE +/- 0.20, N = 7SE +/- 0.74, N = 811.9712.3512.5412.5513.5513.5716.5917.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-321020304050SE +/- 0.24, N = 3SE +/- 0.34, N = 3SE +/- 0.22, N = 4SE +/- 0.11, N = 6SE +/- 0.25, N = 8SE +/- 0.40, N = 7SE +/- 0.70, N = 930.2332.3933.2333.6634.6841.5942.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99c3d-highmem-30c3d-standard-30c3d-highmem-60c2d-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c3d-standard-60n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64246810SE +/- 0.05, N = 3SE +/- 0.09, N = 4SE +/- 0.17, N = 9SE +/- 0.12, N = 9SE +/- 0.16, N = 6SE +/- 0.11, N = 6SE +/- 0.10, N = 9SE +/- 0.37, N = 3SE +/- 0.19, N = 9SE +/- 0.21, N = 9SE +/- 0.53, N = 3SE +/- 0.27, N = 94.824.844.965.085.135.225.245.336.156.587.908.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-640.84831.69662.54493.39324.2415SE +/- 0.01, N = 3SE +/- 0.03, N = 4SE +/- 0.04, N = 3SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.02, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 9SE +/- 0.06, N = 9SE +/- 0.08, N = 9SE +/- 0.08, N = 9SE +/- 0.28, N = 32.232.252.312.332.432.432.442.452.993.053.343.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97c2d-highmem-56c3d-highmem-60c2d-standard-56c3d-standard-60c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.16, N = 6SE +/- 0.12, N = 9SE +/- 0.21, N = 9SE +/- 0.22, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 4SE +/- 0.07, N = 6SE +/- 0.10, N = 9SE +/- 0.43, N = 9SE +/- 0.45, N = 9SE +/- 0.48, N = 9SE +/- 0.63, N = 311.5811.6511.7412.2112.5512.9013.4113.5417.2717.9020.3320.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96c3d-highmem-30c3d-standard-60c3d-highmem-60c3d-standard-30c2d-highmem-56c2d-standard-32c2d-highmem-32c2d-standard-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-641.12952.2593.38854.5185.6475SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 4SE +/- 0.08, N = 6SE +/- 0.10, N = 6SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.11, N = 9SE +/- 0.23, N = 3SE +/- 0.20, N = 93.333.363.393.443.593.633.643.704.374.434.945.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.09, N = 3SE +/- 0.03, N = 4SE +/- 0.04, N = 6SE +/- 0.03, N = 9SE +/- 0.05, N = 9SE +/- 0.04, N = 3SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.14, N = 9SE +/- 0.24, N = 9SE +/- 0.31, N = 9SE +/- 0.17, N = 36.046.256.346.436.566.626.796.857.948.1711.1811.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.10, N = 3SE +/- 0.14, N = 4SE +/- 0.03, N = 6SE +/- 0.04, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.03, N = 6SE +/- 0.15, N = 9SE +/- 0.27, N = 9SE +/- 0.24, N = 9SE +/- 0.47, N = 36.006.276.446.456.466.606.716.797.928.1911.6112.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.06, N = 4SE +/- 0.06, N = 3SE +/- 0.05, N = 9SE +/- 0.13, N = 6SE +/- 0.04, N = 9SE +/- 0.15, N = 3SE +/- 0.06, N = 6SE +/- 0.08, N = 9SE +/- 0.25, N = 9SE +/- 0.21, N = 9SE +/- 0.17, N = 9SE +/- 0.20, N = 34.815.055.365.455.555.595.906.006.746.829.049.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91c3d-highmem-30c3d-standard-30c3d-standard-60c2d-highmem-32c2d-standard-32c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.07, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 3SE +/- 0.02, N = 9SE +/- 0.09, N = 6SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.09, N = 6SE +/- 0.16, N = 9SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.10, N = 34.654.654.914.995.065.075.405.466.226.257.918.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90c3d-highmem-30c3d-standard-60c3d-highmem-60c2d-standard-32c3d-standard-30c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 9SE +/- 0.20, N = 6SE +/- 0.29, N = 4SE +/- 0.21, N = 9SE +/- 0.10, N = 9SE +/- 0.14, N = 6SE +/- 0.17, N = 9SE +/- 0.16, N = 9SE +/- 0.19, N = 9SE +/- 0.45, N = 33.433.663.844.104.214.254.354.464.985.025.666.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-32c2d-highmem-56c2d-standard-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.10, N = 3SE +/- 0.08, N = 4SE +/- 0.03, N = 9SE +/- 0.17, N = 3SE +/- 0.07, N = 9SE +/- 0.10, N = 9SE +/- 0.06, N = 6SE +/- 0.09, N = 6SE +/- 0.14, N = 9SE +/- 0.18, N = 9SE +/- 0.25, N = 9SE +/- 0.15, N = 35.565.635.705.926.146.216.226.277.507.599.049.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-32c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.12, N = 9SE +/- 0.13, N = 3SE +/- 0.27, N = 3SE +/- 0.28, N = 4SE +/- 0.33, N = 6SE +/- 0.16, N = 6SE +/- 0.14, N = 9SE +/- 0.11, N = 9SE +/- 0.27, N = 9SE +/- 0.27, N = 9SE +/- 0.34, N = 9SE +/- 0.39, N = 37.157.207.918.238.518.548.608.9810.3710.8111.6912.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c3d-highmem-60c2d-standard-56c3d-standard-60c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64714212835SE +/- 0.25, N = 3SE +/- 0.32, N = 4SE +/- 0.13, N = 6SE +/- 0.14, N = 9SE +/- 0.17, N = 9SE +/- 0.15, N = 9SE +/- 0.34, N = 3SE +/- 0.16, N = 6SE +/- 0.22, N = 9SE +/- 0.65, N = 9SE +/- 0.82, N = 9SE +/- 0.99, N = 313.1613.5613.9514.4214.8615.1415.1415.2817.6117.8928.2428.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86c3d-highmem-60c3d-highmem-30c2d-highmem-32c3d-standard-60c2d-highmem-56c3d-standard-30c2d-standard-32c2d-standard-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64246810SE +/- 0.06, N = 9SE +/- 0.05, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 3SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.13, N = 6SE +/- 0.06, N = 9SE +/- 0.15, N = 9SE +/- 0.15, N = 9SE +/- 0.25, N = 3SE +/- 0.23, N = 94.614.724.874.874.964.965.015.256.216.337.007.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.04, N = 3SE +/- 0.07, N = 4SE +/- 0.14, N = 9SE +/- 0.18, N = 6SE +/- 0.32, N = 3SE +/- 0.08, N = 9SE +/- 0.06, N = 9SE +/- 0.07, N = 6SE +/- 0.23, N = 9SE +/- 0.23, N = 9SE +/- 0.38, N = 9SE +/- 0.50, N = 37.707.948.688.838.908.929.289.3710.6310.7714.9415.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.04, N = 4SE +/- 0.07, N = 3SE +/- 0.03, N = 6SE +/- 0.03, N = 9SE +/- 0.04, N = 3SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.03, N = 6SE +/- 0.12, N = 9SE +/- 0.15, N = 9SE +/- 0.28, N = 9SE +/- 0.27, N = 35.045.115.485.525.745.756.056.066.786.839.499.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.08, N = 4SE +/- 0.03, N = 3SE +/- 0.09, N = 6SE +/- 0.09, N = 9SE +/- 0.04, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.12, N = 6SE +/- 0.15, N = 9SE +/- 0.22, N = 9SE +/- 0.39, N = 9SE +/- 0.37, N = 35.305.425.815.895.916.146.506.697.417.4610.0410.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.08, N = 3SE +/- 0.07, N = 9SE +/- 0.13, N = 9SE +/- 0.10, N = 6SE +/- 0.19, N = 3SE +/- 0.17, N = 4SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.19, N = 9SE +/- 0.30, N = 9SE +/- 0.27, N = 9SE +/- 0.72, N = 37.808.238.478.718.838.989.429.7512.0312.1513.1113.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81c3d-standard-30c3d-highmem-30c3d-highmem-60c2d-standard-32c3d-standard-60c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.07, N = 4SE +/- 0.04, N = 3SE +/- 0.07, N = 9SE +/- 0.10, N = 6SE +/- 0.10, N = 3SE +/- 0.06, N = 9SE +/- 0.09, N = 9SE +/- 0.15, N = 6SE +/- 0.18, N = 9SE +/- 0.14, N = 9SE +/- 0.33, N = 9SE +/- 0.32, N = 36.336.356.546.796.896.957.197.388.488.5910.9311.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79c3d-highmem-60c3d-highmem-30c3d-standard-60c3d-standard-30c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.05, N = 9SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.03, N = 9SE +/- 0.07, N = 6SE +/- 0.13, N = 9SE +/- 0.05, N = 9SE +/- 0.30, N = 9SE +/- 0.18, N = 37.137.307.407.437.657.757.907.959.629.6211.9812.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.04, N = 3SE +/- 0.18, N = 4SE +/- 0.11, N = 6SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.11, N = 3SE +/- 0.12, N = 6SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.13, N = 9SE +/- 0.50, N = 9SE +/- 0.31, N = 37.217.458.108.298.718.759.109.139.9010.1114.6015.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.08, N = 3SE +/- 0.10, N = 4SE +/- 0.11, N = 9SE +/- 0.05, N = 3SE +/- 0.13, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 6SE +/- 0.11, N = 9SE +/- 0.09, N = 9SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.85, N = 36.586.666.796.806.987.097.487.568.178.4811.2511.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75c3d-highmem-30c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-641020304050SE +/- 0.09, N = 3SE +/- 0.20, N = 9SE +/- 0.39, N = 4SE +/- 0.21, N = 5SE +/- 0.21, N = 9SE +/- 0.36, N = 3SE +/- 0.14, N = 9SE +/- 0.20, N = 6SE +/- 0.39, N = 9SE +/- 0.26, N = 9SE +/- 0.93, N = 9SE +/- 0.62, N = 316.7818.4218.5518.6021.1321.2721.4422.0222.8123.0241.3541.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-30c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.13, N = 4SE +/- 0.39, N = 3SE +/- 0.15, N = 9SE +/- 0.21, N = 3SE +/- 0.12, N = 9SE +/- 0.19, N = 6SE +/- 0.28, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 9SE +/- 0.17, N = 9SE +/- 0.43, N = 9SE +/- 0.36, N = 36.156.316.546.626.686.787.017.708.468.6510.6911.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.06, N = 3SE +/- 0.16, N = 4SE +/- 0.12, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 6SE +/- 0.07, N = 9SE +/- 0.05, N = 6SE +/- 0.12, N = 9SE +/- 0.14, N = 9SE +/- 0.32, N = 9SE +/- 0.15, N = 36.436.506.806.836.856.917.107.198.398.7011.2111.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.04, N = 9SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 4SE +/- 0.04, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.08, N = 6SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.28, N = 9SE +/- 0.28, N = 35.795.795.895.956.246.326.346.397.597.939.189.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69c3d-highmem-30c3d-standard-60c3d-standard-30c2d-standard-32c3d-highmem-60c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 4SE +/- 0.09, N = 6SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.16, N = 9SE +/- 0.13, N = 6SE +/- 0.20, N = 9SE +/- 0.21, N = 9SE +/- 0.40, N = 9SE +/- 0.16, N = 37.618.208.218.458.468.558.969.3210.2910.8315.4715.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-56c2d-highmem-32c2d-standard-32c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.16, N = 3SE +/- 0.12, N = 9SE +/- 0.19, N = 3SE +/- 0.12, N = 4SE +/- 0.06, N = 9SE +/- 0.04, N = 9SE +/- 0.09, N = 6SE +/- 0.14, N = 6SE +/- 0.13, N = 9SE +/- 0.20, N = 9SE +/- 0.30, N = 9SE +/- 0.95, N = 36.987.077.087.257.507.547.667.759.199.4812.1412.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66c3d-highmem-30c3d-standard-30c3d-highmem-60c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-60n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.02, N = 3SE +/- 0.36, N = 4SE +/- 0.13, N = 9SE +/- 0.19, N = 6SE +/- 0.15, N = 9SE +/- 0.21, N = 9SE +/- 0.19, N = 6SE +/- 0.42, N = 3SE +/- 0.32, N = 9SE +/- 0.20, N = 9SE +/- 0.09, N = 9SE +/- 0.14, N = 36.336.796.867.047.117.127.157.228.838.9610.7410.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.12, N = 3SE +/- 0.18, N = 4SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.10, N = 9SE +/- 0.03, N = 3SE +/- 0.09, N = 9SE +/- 0.16, N = 6SE +/- 0.17, N = 9SE +/- 0.20, N = 9SE +/- 0.42, N = 9SE +/- 0.57, N = 310.1810.3110.8610.9311.8911.9812.3412.6313.4213.5121.4222.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63c3d-standard-60c3d-standard-30c3d-highmem-30c3d-highmem-60c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64246810SE +/- 0.10, N = 3SE +/- 0.04, N = 4SE +/- 0.09, N = 3SE +/- 0.11, N = 9SE +/- 0.05, N = 6SE +/- 0.04, N = 9SE +/- 0.04, N = 6SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.13, N = 9SE +/- 0.24, N = 3SE +/- 0.27, N = 94.744.754.895.075.125.195.255.366.186.457.628.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.15, N = 4SE +/- 0.21, N = 3SE +/- 0.11, N = 9SE +/- 0.12, N = 3SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.14, N = 9SE +/- 0.14, N = 6SE +/- 0.09, N = 9SE +/- 0.15, N = 9SE +/- 0.42, N = 9SE +/- 0.05, N = 34.514.525.055.105.145.345.435.636.016.368.278.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-641.1072.2143.3214.4285.535SE +/- 0.04, N = 3SE +/- 0.04, N = 4SE +/- 0.06, N = 3SE +/- 0.03, N = 9SE +/- 0.03, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.19, N = 3SE +/- 0.17, N = 92.852.913.023.063.203.243.253.303.854.054.674.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.06, N = 3SE +/- 0.10, N = 4SE +/- 0.08, N = 9SE +/- 0.08, N = 6SE +/- 0.19, N = 3SE +/- 0.16, N = 9SE +/- 0.26, N = 6SE +/- 0.19, N = 9SE +/- 0.08, N = 9SE +/- 0.20, N = 9SE +/- 0.69, N = 9SE +/- 0.78, N = 37.127.667.887.888.528.769.259.279.3210.0215.1416.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.10, N = 3SE +/- 0.05, N = 4SE +/- 0.06, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.03, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 9SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.61, N = 36.806.897.177.297.367.487.697.808.959.2211.8511.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58c3d-standard-30c3d-highmem-30c3d-standard-60c2d-standard-32c2d-highmem-32c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.11, N = 4SE +/- 0.09, N = 3SE +/- 0.76, N = 3SE +/- 0.18, N = 6SE +/- 0.07, N = 9SE +/- 0.15, N = 9SE +/- 0.38, N = 9SE +/- 0.11, N = 6SE +/- 0.19, N = 9SE +/- 0.21, N = 9SE +/- 0.66, N = 9SE +/- 0.64, N = 37.337.437.607.767.958.148.308.379.7110.1314.0114.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-standard-32c2d-standard-56c2d-highmem-32c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.10, N = 3SE +/- 0.10, N = 4SE +/- 0.15, N = 9SE +/- 0.33, N = 3SE +/- 0.15, N = 6SE +/- 0.26, N = 9SE +/- 0.19, N = 9SE +/- 0.26, N = 6SE +/- 0.14, N = 9SE +/- 0.21, N = 9SE +/- 0.39, N = 9SE +/- 0.44, N = 37.107.217.257.367.818.008.348.399.619.8411.7612.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-32c2d-standard-32c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.26, N = 3SE +/- 0.15, N = 4SE +/- 0.18, N = 3SE +/- 0.16, N = 9SE +/- 0.11, N = 9SE +/- 0.09, N = 9SE +/- 0.10, N = 6SE +/- 0.18, N = 6SE +/- 0.09, N = 9SE +/- 0.08, N = 9SE +/- 0.23, N = 9SE +/- 0.39, N = 35.986.026.286.446.626.696.776.897.938.1911.0011.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55c3d-standard-30c3d-highmem-30c2d-standard-32c3d-highmem-60c2d-highmem-56c3d-standard-60c2d-highmem-32c2d-standard-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64246810SE +/- 0.10, N = 4SE +/- 0.22, N = 3SE +/- 0.03, N = 6SE +/- 0.07, N = 9SE +/- 0.11, N = 6SE +/- 0.24, N = 3SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.11, N = 3SE +/- 0.30, N = 94.494.704.784.794.904.904.935.105.735.997.497.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.08, N = 3SE +/- 0.04, N = 9SE +/- 0.07, N = 9SE +/- 0.07, N = 6SE +/- 0.09, N = 3SE +/- 0.06, N = 4SE +/- 0.05, N = 9SE +/- 0.08, N = 6SE +/- 0.14, N = 9SE +/- 0.17, N = 9SE +/- 0.24, N = 9SE +/- 0.51, N = 38.718.839.119.189.439.469.9910.0912.1512.4814.4114.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.03, N = 4SE +/- 0.03, N = 3SE +/- 0.07, N = 9SE +/- 0.06, N = 3SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.34, N = 6SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.27, N = 9SE +/- 0.31, N = 34.614.634.835.005.115.145.165.516.166.447.607.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-64246810SE +/- 0.18, N = 3SE +/- 0.12, N = 4SE +/- 0.05, N = 9SE +/- 0.10, N = 6SE +/- 0.28, N = 3SE +/- 0.14, N = 9SE +/- 0.09, N = 9SE +/- 0.14, N = 6SE +/- 0.10, N = 9SE +/- 0.12, N = 9SE +/- 0.31, N = 3SE +/- 0.33, N = 94.754.895.115.205.345.355.505.526.176.358.348.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51c3d-highmem-30c2d-highmem-32c2d-standard-32c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64816243240SE +/- 0.07, N = 3SE +/- 0.15, N = 9SE +/- 0.25, N = 6SE +/- 0.26, N = 4SE +/- 0.08, N = 3SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.13, N = 6SE +/- 0.47, N = 9SE +/- 0.36, N = 9SE +/- 0.69, N = 9SE +/- 0.86, N = 316.0816.3716.5816.5917.4717.5818.7218.8420.6220.7133.2135.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c2d-highmem-56c3d-standard-60c3d-highmem-60c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.10, N = 9SE +/- 0.08, N = 6SE +/- 0.09, N = 6SE +/- 0.17, N = 3SE +/- 0.10, N = 9SE +/- 0.11, N = 9SE +/- 0.30, N = 9SE +/- 0.22, N = 9SE +/- 0.80, N = 9SE +/- 0.89, N = 310.9711.4111.9711.9712.7712.8212.8412.9115.1015.1124.6124.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-30c2d-highmem-32c2d-standard-56c2d-standard-32c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.09, N = 4SE +/- 0.06, N = 3SE +/- 0.05, N = 9SE +/- 0.08, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 6SE +/- 0.09, N = 6SE +/- 0.20, N = 9SE +/- 0.14, N = 9SE +/- 0.17, N = 9SE +/- 0.48, N = 35.335.345.465.635.715.735.855.907.087.208.208.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.07, N = 3SE +/- 0.10, N = 4SE +/- 0.05, N = 3SE +/- 0.05, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 6SE +/- 0.33, N = 9SE +/- 0.25, N = 9SE +/- 0.43, N = 9SE +/- 0.28, N = 39.049.579.739.9110.0310.1010.5610.5912.3512.7717.6218.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46c3d-highmem-30c3d-standard-60c3d-highmem-60c3d-standard-30c2d-highmem-56c2d-standard-32c2d-highmem-32c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 9SE +/- 0.09, N = 4SE +/- 0.10, N = 6SE +/- 0.06, N = 6SE +/- 0.04, N = 9SE +/- 0.07, N = 9SE +/- 0.24, N = 9SE +/- 0.18, N = 9SE +/- 0.28, N = 9SE +/- 0.27, N = 37.087.327.337.407.847.857.877.919.589.7712.3313.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.11, N = 3SE +/- 0.09, N = 4SE +/- 0.08, N = 9SE +/- 0.10, N = 3SE +/- 0.13, N = 6SE +/- 0.08, N = 9SE +/- 0.11, N = 6SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.24, N = 9SE +/- 0.29, N = 9SE +/- 0.54, N = 35.525.615.746.076.286.346.466.617.527.599.319.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-641.0172.0343.0514.0685.085SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.01, N = 9SE +/- 0.03, N = 6SE +/- 0.01, N = 6SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.10, N = 9SE +/- 0.09, N = 9SE +/- 0.11, N = 9SE +/- 0.13, N = 32.732.812.832.872.973.003.003.023.703.824.524.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64246810SE +/- 0.10, N = 3SE +/- 0.03, N = 9SE +/- 0.10, N = 3SE +/- 0.02, N = 4SE +/- 0.07, N = 6SE +/- 0.04, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 9SE +/- 0.09, N = 9SE +/- 0.15, N = 9SE +/- 0.24, N = 9SE +/- 0.34, N = 34.324.364.384.394.624.624.664.725.775.886.767.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-standard-32c2d-standard-56c2d-highmem-32c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64246810SE +/- 0.13, N = 4SE +/- 0.19, N = 3SE +/- 0.08, N = 9SE +/- 0.25, N = 3SE +/- 0.05, N = 6SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.17, N = 6SE +/- 0.12, N = 9SE +/- 0.14, N = 9SE +/- 0.48, N = 9SE +/- 0.89, N = 34.144.154.204.454.494.494.505.175.385.567.028.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41c3d-standard-30c3d-standard-60c3d-highmem-30c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-641.11382.22763.34144.45525.569SE +/- 0.04, N = 4SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.04, N = 6SE +/- 0.01, N = 6SE +/- 0.02, N = 9SE +/- 0.08, N = 9SE +/- 0.12, N = 9SE +/- 0.13, N = 9SE +/- 0.24, N = 33.033.043.063.133.293.293.333.354.084.114.714.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40c2d-highmem-56c3d-highmem-30c2d-standard-56c3d-highmem-60c3d-standard-30c3d-standard-60c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.08, N = 6SE +/- 0.06, N = 3SE +/- 0.11, N = 8SE +/- 0.10, N = 9SE +/- 0.13, N = 4SE +/- 0.15, N = 3SE +/- 0.11, N = 6SE +/- 0.14, N = 8SE +/- 0.23, N = 8SE +/- 0.42, N = 9SE +/- 0.27, N = 3SE +/- 0.49, N = 311.0811.1211.1611.2011.2011.4011.7212.1814.5914.8319.2021.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39c3d-standard-60c3d-highmem-60c2d-standard-56c3d-highmem-30c2d-highmem-56c3d-standard-30c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64246810SE +/- 0.06, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.07, N = 3SE +/- 0.09, N = 6SE +/- 0.11, N = 4SE +/- 0.04, N = 9SE +/- 0.07, N = 6SE +/- 0.11, N = 9SE +/- 0.30, N = 9SE +/- 0.32, N = 9SE +/- 0.26, N = 33.954.014.114.154.204.314.434.565.625.977.498.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64714212835SE +/- 0.02, N = 3SE +/- 0.21, N = 4SE +/- 0.08, N = 9SE +/- 0.21, N = 6SE +/- 0.16, N = 9SE +/- 0.37, N = 3SE +/- 0.25, N = 9SE +/- 0.17, N = 6SE +/- 0.23, N = 9SE +/- 0.49, N = 9SE +/- 0.78, N = 9SE +/- 0.38, N = 312.8713.4213.8214.1014.7215.2315.2615.3217.2217.7728.7129.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-60n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 6SE +/- 0.03, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.05, N = 3SE +/- 0.26, N = 9SE +/- 0.17, N = 9SE +/- 0.26, N = 9SE +/- 0.49, N = 36.106.416.586.656.736.776.817.018.118.1311.8611.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-60c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.08, N = 3SE +/- 0.06, N = 4SE +/- 0.05, N = 9SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.17, N = 9SE +/- 0.15, N = 9SE +/- 0.19, N = 9SE +/- 0.34, N = 35.675.945.955.996.486.546.606.617.998.149.4310.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35c3d-highmem-30c3d-standard-30c3d-highmem-60c2d-standard-32c3d-standard-60c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.18, N = 3SE +/- 0.09, N = 4SE +/- 0.13, N = 9SE +/- 0.16, N = 6SE +/- 0.16, N = 3SE +/- 0.12, N = 9SE +/- 0.10, N = 9SE +/- 0.30, N = 6SE +/- 0.19, N = 9SE +/- 0.42, N = 9SE +/- 0.32, N = 9SE +/- 0.55, N = 38.949.489.579.759.909.9610.0410.7312.1312.5717.9418.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.04, N = 3SE +/- 0.07, N = 9SE +/- 0.13, N = 3SE +/- 0.06, N = 4SE +/- 0.06, N = 6SE +/- 0.08, N = 9SE +/- 0.15, N = 9SE +/- 0.20, N = 6SE +/- 0.19, N = 9SE +/- 0.23, N = 9SE +/- 0.26, N = 9SE +/- 0.59, N = 36.376.606.676.707.127.147.177.378.808.9511.3412.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33c3d-highmem-30c3d-standard-30c3d-standard-60c2d-highmem-32c3d-highmem-60c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.09, N = 3SE +/- 0.05, N = 4SE +/- 0.02, N = 3SE +/- 0.10, N = 9SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.13, N = 9SE +/- 0.21, N = 6SE +/- 0.23, N = 9SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.72, N = 36.686.887.257.667.717.838.058.269.539.7013.1714.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-60n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.24, N = 3SE +/- 0.04, N = 4SE +/- 0.07, N = 6SE +/- 0.11, N = 9SE +/- 0.08, N = 9SE +/- 0.10, N = 6SE +/- 0.10, N = 9SE +/- 0.25, N = 3SE +/- 0.16, N = 9SE +/- 0.10, N = 9SE +/- 0.29, N = 9SE +/- 0.26, N = 34.854.905.045.095.485.555.585.666.176.268.899.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64612182430SE +/- 0.16, N = 3SE +/- 0.27, N = 4SE +/- 0.26, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.07, N = 6SE +/- 0.14, N = 6SE +/- 0.14, N = 9SE +/- 0.30, N = 9SE +/- 0.26, N = 9SE +/- 1.05, N = 9SE +/- 1.78, N = 310.6110.8711.6311.6911.9312.1512.6112.7814.7714.8023.1623.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30c3d-highmem-30c3d-standard-30c3d-standard-60c2d-standard-32c3d-highmem-60c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-6448121620SE +/- 0.05, N = 3SE +/- 0.08, N = 4SE +/- 0.09, N = 3SE +/- 0.09, N = 6SE +/- 0.08, N = 9SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.14, N = 9SE +/- 0.26, N = 9SE +/- 0.53, N = 3SE +/- 0.50, N = 96.316.526.957.147.187.227.397.479.119.2913.4313.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28c3d-highmem-30c3d-standard-30c2d-standard-32c3d-highmem-60c2d-highmem-32c3d-standard-60c2d-highmem-56c2d-standard-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64612182430SE +/- 0.17, N = 3SE +/- 0.19, N = 4SE +/- 0.07, N = 6SE +/- 0.08, N = 9SE +/- 0.12, N = 9SE +/- 0.23, N = 3SE +/- 0.23, N = 6SE +/- 0.27, N = 9SE +/- 0.29, N = 9SE +/- 0.46, N = 9SE +/- 0.37, N = 9SE +/- 0.63, N = 311.3211.9412.4012.4212.5412.6313.0913.2915.3015.5722.5523.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27c3d-highmem-30c3d-highmem-60c3d-standard-30c2d-highmem-32c3d-standard-60c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.48, N = 3SE +/- 0.17, N = 9SE +/- 0.09, N = 4SE +/- 0.10, N = 9SE +/- 0.24, N = 3SE +/- 0.07, N = 6SE +/- 0.22, N = 9SE +/- 0.14, N = 6SE +/- 0.22, N = 9SE +/- 0.11, N = 9SE +/- 0.44, N = 9SE +/- 1.13, N = 36.806.846.877.167.257.387.487.708.889.1111.3812.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26c3d-highmem-30c3d-standard-30c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.07, N = 3SE +/- 0.11, N = 4SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.08, N = 3SE +/- 0.10, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 9SE +/- 0.19, N = 9SE +/- 0.15, N = 9SE +/- 0.38, N = 9SE +/- 0.56, N = 35.185.295.695.726.006.076.086.096.907.019.8210.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c3d-standard-30c2d-standard-32c2d-highmem-32c3d-highmem-30n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-3248121620SE +/- 0.19, N = 3SE +/- 0.15, N = 9SE +/- 0.14, N = 6SE +/- 0.21, N = 9SE +/- 0.13, N = 4SE +/- 0.09, N = 6SE +/- 0.09, N = 9SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.60, N = 9SE +/- 0.17, N = 9SE +/- 1.07, N = 910.0810.1510.6610.8312.8012.8212.8513.1215.3715.8616.2617.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-64246810SE +/- 0.13, N = 4SE +/- 0.26, N = 3SE +/- 0.08, N = 9SE +/- 0.17, N = 3SE +/- 0.22, N = 6SE +/- 0.17, N = 9SE +/- 0.13, N = 9SE +/- 0.18, N = 6SE +/- 0.08, N = 9SE +/- 0.20, N = 9SE +/- 0.47, N = 3SE +/- 0.45, N = 94.884.965.565.605.655.676.166.186.596.728.118.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20c3d-standard-30c3d-standard-60c3d-highmem-30c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-640.80551.6112.41653.2224.0275SE +/- 0.03, N = 4SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.03, N = 6SE +/- 0.02, N = 9SE +/- 0.01, N = 6SE +/- 0.03, N = 9SE +/- 0.08, N = 9SE +/- 0.11, N = 3SE +/- 0.12, N = 92.212.302.332.362.422.462.462.492.953.043.223.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19c3d-highmem-30c3d-standard-30c2d-highmem-32c3d-standard-60c2d-standard-32c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-643691215SE +/- 0.16, N = 3SE +/- 0.09, N = 4SE +/- 0.04, N = 9SE +/- 0.08, N = 3SE +/- 0.14, N = 6SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.27, N = 6SE +/- 0.09, N = 9SE +/- 0.32, N = 9SE +/- 0.74, N = 3SE +/- 0.58, N = 96.326.356.836.917.057.087.497.808.258.6211.1612.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18c3d-highmem-30c3d-standard-30c3d-standard-60c2d-highmem-56c3d-highmem-60c2d-standard-56c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-643691215SE +/- 0.04, N = 3SE +/- 0.11, N = 4SE +/- 0.12, N = 3SE +/- 0.19, N = 6SE +/- 0.22, N = 9SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.10, N = 6SE +/- 0.15, N = 9SE +/- 0.31, N = 9SE +/- 0.37, N = 3SE +/- 0.26, N = 96.607.137.497.517.587.607.617.719.559.5911.9312.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15c3d-highmem-30c3d-standard-30c3d-highmem-60c2d-standard-32c3d-standard-60c2d-highmem-56c2d-standard-56c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64n2d-highmem-643691215SE +/- 0.06, N = 3SE +/- 0.10, N = 4SE +/- 0.08, N = 9SE +/- 0.05, N = 6SE +/- 0.05, N = 3SE +/- 0.08, N = 6SE +/- 0.10, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.27, N = 3SE +/- 0.34, N = 95.715.926.016.296.316.416.536.637.917.959.6810.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14c3d-standard-60c3d-highmem-60c2d-standard-56c2d-highmem-56c3d-highmem-30c2d-highmem-32c3d-standard-30c2d-standard-32n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.08, N = 3SE +/- 0.19, N = 9SE +/- 0.17, N = 9SE +/- 0.29, N = 6SE +/- 0.11, N = 3SE +/- 0.07, N = 9SE +/- 0.36, N = 4SE +/- 0.11, N = 6SE +/- 0.25, N = 9SE +/- 0.52, N = 9SE +/- 0.50, N = 9SE +/- 0.41, N = 313.3813.8714.2414.5115.1315.3815.3815.4518.8619.1822.3422.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13c3d-highmem-60c3d-standard-60c3d-highmem-30c3d-standard-30c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.06, N = 9SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 4SE +/- 0.10, N = 9SE +/- 0.10, N = 6SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.31, N = 9SE +/- 0.18, N = 9SE +/- 0.24, N = 9SE +/- 0.43, N = 36.106.136.326.466.596.746.927.008.448.479.7810.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-640.80331.60662.40993.21324.0165SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 6SE +/- 0.01, N = 9SE +/- 0.08, N = 9SE +/- 0.10, N = 9SE +/- 0.04, N = 9SE +/- 0.15, N = 32.212.242.282.302.432.442.472.472.963.113.363.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10c3d-highmem-30c3d-standard-30c3d-standard-60c2d-highmem-32c2d-standard-32c3d-highmem-60c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-6448121620SE +/- 0.17, N = 3SE +/- 0.16, N = 4SE +/- 0.10, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 6SE +/- 0.12, N = 9SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.34, N = 9SE +/- 0.16, N = 9SE +/- 0.54, N = 9SE +/- 0.21, N = 37.658.108.218.448.508.508.918.9710.5410.8515.3515.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.15, N = 3SE +/- 0.09, N = 4SE +/- 0.04, N = 6SE +/- 0.05, N = 9SE +/- 0.11, N = 6SE +/- 0.05, N = 9SE +/- 0.21, N = 9SE +/- 0.24, N = 9SE +/- 0.23, N = 9SE +/- 0.28, N = 35.825.866.036.086.206.256.446.467.837.929.489.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08c3d-highmem-30c3d-standard-60c3d-standard-30c3d-highmem-60c2d-standard-56c2d-standard-32c2d-highmem-32c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-standard-64n2d-highmem-643691215SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 4SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.07, N = 6SE +/- 0.23, N = 9SE +/- 0.11, N = 9SE +/- 0.21, N = 3SE +/- 0.13, N = 95.846.086.096.216.536.556.586.617.807.899.909.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07c3d-highmem-30c3d-standard-30c2d-highmem-32c3d-highmem-60c3d-standard-60c2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.04, N = 3SE +/- 0.17, N = 4SE +/- 0.09, N = 9SE +/- 0.14, N = 9SE +/- 0.33, N = 3SE +/- 0.15, N = 6SE +/- 0.21, N = 9SE +/- 0.21, N = 6SE +/- 0.26, N = 9SE +/- 0.18, N = 9SE +/- 0.52, N = 9SE +/- 0.90, N = 36.296.776.936.997.017.047.587.608.438.5211.5412.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-64510152025SE +/- 0.11, N = 3SE +/- 0.08, N = 4SE +/- 0.11, N = 3SE +/- 0.09, N = 9SE +/- 0.06, N = 6SE +/- 0.06, N = 9SE +/- 0.04, N = 9SE +/- 0.09, N = 6SE +/- 0.19, N = 9SE +/- 0.32, N = 9SE +/- 0.48, N = 9SE +/- 0.76, N = 310.8011.2011.2511.2611.8011.8711.9612.0414.5714.8220.3821.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03c3d-highmem-30c3d-standard-60c3d-standard-30c3d-highmem-60c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64246810SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 4SE +/- 0.12, N = 9SE +/- 0.07, N = 6SE +/- 0.03, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.15, N = 9SE +/- 0.09, N = 9SE +/- 0.12, N = 34.084.484.604.624.714.744.884.945.785.797.167.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02c3d-standard-60c3d-standard-30c3d-highmem-30c3d-highmem-60c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-643691215SE +/- 0.06, N = 3SE +/- 0.04, N = 4SE +/- 0.09, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.03, N = 9SE +/- 0.02, N = 6SE +/- 0.19, N = 9SE +/- 0.12, N = 9SE +/- 0.23, N = 9SE +/- 0.25, N = 35.345.435.465.565.795.805.835.867.317.328.798.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01c3d-highmem-30c3d-standard-30c2d-highmem-32c3d-standard-60c2d-standard-32c2d-standard-56c3d-highmem-60c2d-highmem-56n2d-standard-32n2d-highmem-32n2d-highmem-64n2d-standard-643691215SE +/- 0.03, N = 3SE +/- 0.08, N = 4SE +/- 0.10, N = 9SE +/- 0.07, N = 3SE +/- 0.19, N = 6SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.16, N = 6SE +/- 0.17, N = 9SE +/- 0.27, N = 9SE +/- 0.32, N = 9SE +/- 0.17, N = 35.866.276.526.646.686.997.097.268.198.5911.4911.901. (CC) gcc options: -O3 -fcommon -lm

227 Results Shown

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

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.

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.

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.

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-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.

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.

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.

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-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.

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.

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.

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.