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 - Q15n2d-standard-32n2d-highmem-32c3d-standard-30c2d-standard-32c2d-highmem-321122334455SE +/- 2.02, N = 2SE +/- 1.65, N = 2SE +/- 0.18, N = 245.4742.6435.2247.8448.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3260120180240300SE +/- 12.21, N = 2SE +/- 4.94, N = 3SE +/- 19.41, N = 3SE +/- 0.66, N = 3229.10220.11190.95194.65279.18229.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3250100150200250SE +/- 1.96, N = 2SE +/- 1.11, N = 2SE +/- 0.67, N = 2SE +/- 5.84, N = 3SE +/- 5.43, N = 3SE +/- 0.27, N = 2236.28215.32181.14186.70237.26233.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3290180270360450SE +/- 13.10, N = 3SE +/- 8.97, N = 3SE +/- 3.93, N = 2SE +/- 2.26, N = 2SE +/- 18.45, N = 3SE +/- 3.33, N = 3431.16393.15337.22381.94375.15337.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3260120180240300SE +/- 4.63, N = 2SE +/- 5.49, N = 3SE +/- 2.55, N = 3SE +/- 12.37, N = 3SE +/- 15.82, N = 2186.79155.79155.24116.63259.72138.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3260120180240300SE +/- 4.73, N = 3SE +/- 32.43, N = 3SE +/- 1.08, N = 3SE +/- 2.47, N = 3SE +/- 14.30, N = 3SE +/- 1.08, N = 3278.97291.69231.04227.96241.95223.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-321428425670SE +/- 0.82, N = 3SE +/- 0.35, N = 3SE +/- 1.31, N = 3SE +/- 0.61, N = 361.3455.2245.3346.9961.9558.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-324080120160200SE +/- 4.94, N = 3SE +/- 6.08, N = 3SE +/- 0.25, N = 3SE +/- 8.64, N = 3SE +/- 13.55, N = 3SE +/- 6.45, N = 398.3399.2779.4388.66155.36165.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-321326395265SE +/- 1.08, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.65, N = 3SE +/- 0.65, N = 358.2757.2943.9242.9648.3148.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-324080120160200SE +/- 9.87, N = 3SE +/- 5.41, N = 2156.77162.73134.24122.81168.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72n2d-standard-32n2d-highmem-32c3d-standard-30c2d-highmem-324080120160200SE +/- 0.59, N = 2186.61173.97151.39169.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-321224364860SE +/- 0.67, N = 3SE +/- 0.52, N = 3SE +/- 0.47, N = 3SE +/- 0.63, N = 3SE +/- 1.22, N = 3SE +/- 1.04, N = 353.7452.5542.3240.3245.1143.5544.481. (CC) gcc options: -O3 -fcommon -lm

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321326395265SE +/- 0.50, N = 3SE +/- 0.56, N = 2SE +/- 0.59, N = 2SE +/- 0.35, N = 3SE +/- 0.95, N = 2SE +/- 0.76, N = 356.2753.3539.4541.1438.0942.3845.4042.6646.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321632486480SE +/- 0.36, N = 3SE +/- 3.29, N = 3SE +/- 0.39, N = 3SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 1.05, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.38, N = 3SE +/- 0.28, N = 361.0658.9044.3146.9743.0246.3247.1573.0846.7047.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.63, N = 3SE +/- 0.98, N = 3SE +/- 0.29, N = 3SE +/- 0.22, N = 2SE +/- 0.17, N = 2SE +/- 0.13, N = 3SE +/- 0.63, N = 2SE +/- 0.37, N = 3SE +/- 0.49, N = 3SE +/- 0.23, N = 344.2443.9633.4735.2834.1634.7240.0241.3040.2841.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79n2d-standard-64n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.89, N = 3SE +/- 3.06, N = 3SE +/- 1.07, N = 3SE +/- 0.35, N = 3SE +/- 0.24, N = 3SE +/- 3.30, N = 3SE +/- 0.76, N = 2SE +/- 19.99, N = 3SE +/- 1.19, N = 3SE +/- 12.68, N = 3152.69130.47128.9993.0198.4388.57102.18147.43139.06110.73122.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 0.13, N = 2SE +/- 4.48, N = 3SE +/- 1.53, N = 3SE +/- 1.65, N = 3SE +/- 0.73, N = 2SE +/- 23.03, N = 3SE +/- 2.15, N = 2201.62176.99202.85158.71123.89151.42117.85131.37220.44143.54145.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 10.02, N = 2SE +/- 4.56, N = 3SE +/- 7.02, N = 2SE +/- 0.62, N = 2SE +/- 1.40, N = 3SE +/- 0.18, N = 2SE +/- 10.10, N = 3SE +/- 1.03, N = 3SE +/- 3.89, N = 3206.17171.58202.94159.90121.39146.53103.69123.29153.47236.18148.22157.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32100200300400500SE +/- 5.75, N = 3SE +/- 5.74, N = 3SE +/- 3.74, N = 3SE +/- 5.50, N = 3SE +/- 0.19, N = 2SE +/- 0.42, N = 3SE +/- 0.22, N = 3SE +/- 8.41, N = 3SE +/- 4.44, N = 3SE +/- 16.01, N = 3SE +/- 3.08, N = 3SE +/- 5.99, N = 3293.91266.65257.67243.56212.85233.84157.21233.33392.19446.29198.07350.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321326395265SE +/- 0.86, N = 3SE +/- 1.17, N = 3SE +/- 1.12, N = 3SE +/- 1.27, N = 3SE +/- 0.43, N = 3SE +/- 0.14, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.39, N = 3SE +/- 0.66, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 357.1355.3858.9356.9137.2544.3537.5144.1242.7548.5842.1248.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.08232.16463.24694.32925.4115SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 34.584.664.814.483.343.403.343.333.463.473.523.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32714212835SE +/- 0.69, N = 3SE +/- 0.38, N = 3SE +/- 0.31, N = 3SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 0.34, N = 3SE +/- 0.16, N = 3SE +/- 0.55, N = 3SE +/- 1.23, N = 3SE +/- 2.91, N = 3SE +/- 0.04, N = 3SE +/- 0.77, N = 321.6828.0923.2728.3917.3925.1814.5624.1330.6129.6616.7224.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.01, N = 3SE +/- 5.58, N = 3SE +/- 0.73, N = 3SE +/- 1.71, N = 3SE +/- 0.58, N = 3SE +/- 0.29, N = 3SE +/- 0.68, N = 3SE +/- 2.92, N = 3SE +/- 0.12, N = 3SE +/- 5.71, N = 3SE +/- 0.09, N = 3SE +/- 0.45, N = 375.7363.2076.1762.0843.6049.4642.7256.7342.7059.7343.3547.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.12, N = 3SE +/- 0.35, N = 3SE +/- 0.41, N = 3SE +/- 1.42, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.14, N = 3SE +/- 0.46, N = 3SE +/- 0.76, N = 3SE +/- 1.89, N = 3SE +/- 0.59, N = 384.4978.2479.1178.3865.2170.4054.2567.5693.6297.3174.0396.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.98, N = 3SE +/- 2.27, N = 3SE +/- 1.23, N = 3SE +/- 0.93, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 1.47, N = 3SE +/- 0.35, N = 3SE +/- 0.19, N = 3SE +/- 6.07, N = 3SE +/- 0.25, N = 3SE +/- 0.70, N = 340.5833.1142.6030.3622.8924.9723.4823.1431.6934.8330.6733.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.39, N = 3SE +/- 0.27, N = 3SE +/- 0.67, N = 3SE +/- 0.52, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.28, N = 3SE +/- 1.50, N = 317.9314.1819.3113.1611.0711.0510.3310.8312.4015.3710.4112.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.57, N = 3SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 313.3415.7913.7115.769.1012.629.1513.5111.2519.1111.8313.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.64, N = 3SE +/- 2.65, N = 3SE +/- 1.50, N = 3SE +/- 2.83, N = 3SE +/- 0.18, N = 3SE +/- 1.01, N = 3SE +/- 0.51, N = 3SE +/- 1.51, N = 3SE +/- 0.18, N = 3SE +/- 5.89, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3113.29100.81117.7199.1168.1771.8367.5574.2072.0696.7172.0676.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 0.57, N = 3SE +/- 5.50, N = 3SE +/- 2.60, N = 3SE +/- 3.85, N = 3SE +/- 0.85, N = 3SE +/- 0.67, N = 3SE +/- 0.05, N = 3SE +/- 1.58, N = 3SE +/- 0.34, N = 3SE +/- 6.82, N = 3SE +/- 0.70, N = 3SE +/- 3.28, N = 3110.14174.45117.67174.2883.28156.5685.10158.05100.23162.5997.24156.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32918273645SE +/- 0.54, N = 3SE +/- 0.16, N = 3SE +/- 0.98, N = 3SE +/- 1.48, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3SE +/- 0.96, N = 3SE +/- 0.15, N = 3SE +/- 1.25, N = 341.0232.5641.4533.7523.3724.0322.8224.2725.3826.9425.1926.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 1.22, N = 3SE +/- 0.42, N = 3SE +/- 0.38, N = 3SE +/- 0.96, N = 3SE +/- 0.26, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.34, N = 3SE +/- 0.41, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 340.1333.3744.1033.8923.3527.4423.2726.1424.4327.3324.7527.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32918273645SE +/- 0.17, N = 3SE +/- 1.19, N = 3SE +/- 0.66, N = 3SE +/- 0.85, N = 3SE +/- 0.08, N = 3SE +/- 0.71, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.23, N = 3SE +/- 0.39, N = 336.6728.6936.9726.9720.5520.4219.7919.9223.1824.0921.4322.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321530456075SE +/- 0.95, N = 3SE +/- 0.57, N = 3SE +/- 1.15, N = 3SE +/- 1.73, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.49, N = 3SE +/- 2.80, N = 3SE +/- 2.33, N = 3SE +/- 4.75, N = 3SE +/- 0.05, N = 3SE +/- 8.72, N = 356.5247.1755.4544.8940.8242.0733.1038.7666.3366.1738.4358.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3260120180240300SE +/- 1.83, N = 3SE +/- 3.44, N = 3SE +/- 3.90, N = 3SE +/- 4.00, N = 3SE +/- 0.29, N = 3SE +/- 0.19, N = 3SE +/- 0.34, N = 3SE +/- 5.31, N = 3SE +/- 3.65, N = 3SE +/- 9.96, N = 3SE +/- 0.62, N = 3SE +/- 15.75, N = 3191.37182.08184.49165.20124.22169.05117.58139.62186.03254.50147.17193.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 3.24, N = 3SE +/- 1.73, N = 3SE +/- 4.63, N = 3SE +/- 6.03, N = 3SE +/- 1.10, N = 3SE +/- 0.18, N = 3SE +/- 1.25, N = 3SE +/- 6.97, N = 3SE +/- 1.43, N = 3SE +/- 10.71, N = 3SE +/- 1.32, N = 3SE +/- 6.90, N = 3127.76139.44130.71100.0073.46142.0774.1695.1377.60235.5877.5498.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321428425670SE +/- 0.33, N = 3SE +/- 0.97, N = 3SE +/- 0.34, N = 3SE +/- 0.41, N = 3SE +/- 0.15, N = 3SE +/- 0.53, N = 3SE +/- 0.59, N = 3SE +/- 0.63, N = 3SE +/- 0.36, N = 3SE +/- 4.84, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 357.5450.1760.5348.3833.0340.5933.2539.7634.9451.1734.5841.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 4.38, N = 3SE +/- 4.65, N = 3SE +/- 5.78, N = 3SE +/- 7.54, N = 3SE +/- 4.02, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 5.48, N = 3SE +/- 6.71, N = 3SE +/- 11.50, N = 3SE +/- 0.06, N = 3SE +/- 22.28, N = 3167.40151.07153.41127.71123.82140.2786.20108.17231.94232.1791.16158.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 0.66, N = 3SE +/- 5.24, N = 3SE +/- 1.47, N = 3SE +/- 1.15, N = 3SE +/- 0.34, N = 3SE +/- 0.25, N = 3SE +/- 1.52, N = 3SE +/- 3.68, N = 3SE +/- 0.11, N = 3SE +/- 17.50, N = 3SE +/- 1.88, N = 3SE +/- 2.23, N = 3100.47101.99102.8696.0975.9789.2369.6693.40111.26135.64101.78120.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 0.32, N = 3SE +/- 0.42, N = 3SE +/- 1.55, N = 3SE +/- 4.97, N = 3SE +/- 0.25, N = 3SE +/- 1.23, N = 3SE +/- 0.26, N = 3SE +/- 9.25, N = 3SE +/- 2.81, N = 3SE +/- 2.04, N = 3SE +/- 0.15, N = 3SE +/- 24.91, N = 3120.10133.0497.54101.21109.00130.8665.4794.08213.07242.20114.84164.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.29, N = 3SE +/- 1.05, N = 3SE +/- 1.65, N = 3SE +/- 3.35, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.90, N = 3SE +/- 6.60, N = 3SE +/- 0.41, N = 3SE +/- 13.68, N = 3SE +/- 0.21, N = 3SE +/- 2.70, N = 381.4783.4863.5574.9681.1883.9049.9975.23155.03141.19102.83151.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 2.59, N = 3SE +/- 2.14, N = 3SE +/- 1.92, N = 3SE +/- 0.67, N = 3SE +/- 0.65, N = 3SE +/- 0.84, N = 3SE +/- 0.22, N = 3SE +/- 1.15, N = 3SE +/- 0.41, N = 3SE +/- 17.18, N = 3SE +/- 1.01, N = 3SE +/- 0.21, N = 384.5473.1688.9867.3650.3751.9050.1454.7153.1088.8754.1755.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321224364860SE +/- 0.90, N = 3SE +/- 0.15, N = 3SE +/- 1.17, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.24, N = 3SE +/- 0.49, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.42, N = 3SE +/- 0.30, N = 3SE +/- 0.32, N = 351.5941.8054.7541.2330.3032.0230.7531.7031.1933.4231.6333.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3260120180240300SE +/- 3.65, N = 3SE +/- 8.44, N = 3SE +/- 4.28, N = 3SE +/- 2.70, N = 3SE +/- 0.10, N = 3SE +/- 2.06, N = 3SE +/- 0.32, N = 3SE +/- 5.06, N = 3SE +/- 0.38, N = 3SE +/- 38.75, N = 3SE +/- 0.45, N = 3SE +/- 1.15, N = 3193.68185.22197.74158.75114.23163.76113.22147.68117.66290.08118.47130.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 4.88, N = 3SE +/- 4.22, N = 3SE +/- 1.05, N = 3SE +/- 1.73, N = 3SE +/- 0.97, N = 3SE +/- 1.24, N = 3SE +/- 1.44, N = 3SE +/- 1.07, N = 3SE +/- 0.71, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3218.66183.40226.87176.55128.58133.92130.20134.14132.73142.93133.26141.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 7.31, N = 3SE +/- 3.31, N = 3SE +/- 1.76, N = 3SE +/- 1.32, N = 3SE +/- 0.94, N = 3SE +/- 2.61, N = 3SE +/- 0.50, N = 3SE +/- 9.95, N = 3SE +/- 1.28, N = 3SE +/- 14.24, N = 3SE +/- 0.37, N = 3SE +/- 1.43, N = 3167.48154.23173.00124.5690.94109.9790.14105.1996.72224.5599.04102.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 3.48, N = 3SE +/- 1.32, N = 3SE +/- 1.43, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.50, N = 3SE +/- 1.36, N = 3SE +/- 0.36, N = 3SE +/- 3.90, N = 3SE +/- 0.10, N = 3SE +/- 0.38, N = 378.6665.9381.6263.8142.2953.0743.4350.4346.6056.6543.5952.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.24, N = 3SE +/- 2.65, N = 3SE +/- 1.43, N = 3SE +/- 5.03, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 1.53, N = 3SE +/- 0.08, N = 3SE +/- 21.98, N = 3SE +/- 0.17, N = 3SE +/- 0.41, N = 390.7176.2492.1769.9050.1350.6149.9750.8352.85115.0252.3153.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.19, N = 3SE +/- 2.05, N = 3SE +/- 0.48, N = 3SE +/- 2.92, N = 3SE +/- 0.53, N = 3SE +/- 1.01, N = 3SE +/- 0.18, N = 3SE +/- 1.52, N = 3SE +/- 0.44, N = 3SE +/- 17.06, N = 3SE +/- 0.74, N = 3SE +/- 0.04, N = 389.2173.4890.2673.3050.9552.2449.6053.2855.3389.2755.4055.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.69, N = 3SE +/- 3.19, N = 3SE +/- 4.94, N = 3SE +/- 3.66, N = 3SE +/- 0.35, N = 3SE +/- 0.27, N = 3SE +/- 1.19, N = 3SE +/- 0.48, N = 3SE +/- 0.25, N = 3SE +/- 20.07, N = 3SE +/- 1.26, N = 3SE +/- 5.01, N = 3106.2276.84104.0374.3455.2553.4254.5253.5577.71117.3174.1362.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.35, N = 3SE +/- 3.31, N = 3SE +/- 3.50, N = 3SE +/- 1.76, N = 3SE +/- 0.03, N = 3SE +/- 0.80, N = 3SE +/- 1.34, N = 3SE +/- 2.47, N = 3SE +/- 2.30, N = 3SE +/- 14.06, N = 3SE +/- 0.64, N = 3SE +/- 1.04, N = 3154.73133.28153.77128.9785.87106.8484.78109.7091.04136.7789.51104.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 4.69, N = 3SE +/- 4.94, N = 3SE +/- 2.76, N = 3SE +/- 1.88, N = 3SE +/- 0.61, N = 3SE +/- 0.51, N = 3SE +/- 0.09, N = 3SE +/- 4.60, N = 3SE +/- 0.82, N = 3SE +/- 5.14, N = 3SE +/- 0.88, N = 3SE +/- 1.18, N = 3208.47188.77210.66182.46120.36144.22119.17149.17124.95159.59126.48149.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.83, N = 3SE +/- 5.01, N = 3SE +/- 1.39, N = 3SE +/- 1.61, N = 3SE +/- 0.63, N = 3SE +/- 1.28, N = 3SE +/- 0.12, N = 3SE +/- 2.40, N = 3SE +/- 0.42, N = 3SE +/- 18.33, N = 3SE +/- 0.03, N = 2SE +/- 3.17, N = 3143.16122.01141.54121.3981.5696.9578.75100.7390.95135.1183.9996.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 1.76, N = 3SE +/- 7.63, N = 3SE +/- 1.37, N = 3SE +/- 7.05, N = 3SE +/- 0.02, N = 3SE +/- 1.47, N = 3SE +/- 0.18, N = 3SE +/- 16.11, N = 3SE +/- 0.26, N = 3SE +/- 38.28, N = 3SE +/- 0.17, N = 3SE +/- 1.79, N = 3120.18112.54124.34106.0371.8493.2069.36104.4088.37162.3273.8293.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.52, N = 3SE +/- 0.82, N = 3SE +/- 0.47, N = 3SE +/- 1.33, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 3SE +/- 0.40, N = 3SE +/- 0.36, N = 3SE +/- 0.64, N = 389.9874.4393.2072.6453.5756.0853.4256.1356.0661.2356.3860.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q42n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.15, N = 3SE +/- 0.60, N = 3SE +/- 1.01, N = 3SE +/- 1.30, N = 3SE +/- 0.64, N = 3SE +/- 0.32, N = 3SE +/- 0.69, N = 3SE +/- 3.77, N = 3SE +/- 0.62, N = 3SE +/- 5.00, N = 3SE +/- 0.49, N = 3SE +/- 0.25, N = 335.7873.1936.8741.3221.7950.2721.6941.4322.51133.9823.6031.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.24432.48863.73294.97726.2215SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 35.064.505.534.393.313.423.383.343.593.683.623.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.03, N = 3SE +/- 0.44, N = 3SE +/- 0.93, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.50, N = 3SE +/- 0.55, N = 3SE +/- 0.40, N = 3SE +/- 0.45, N = 3SE +/- 0.28, N = 316.8718.5519.1717.8712.0513.2112.1713.3512.3913.7512.9714.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.27, N = 3SE +/- 1.03, N = 3SE +/- 0.74, N = 3SE +/- 1.13, N = 3SE +/- 0.06, N = 3SE +/- 0.49, N = 3SE +/- 0.28, N = 3SE +/- 1.59, N = 3SE +/- 0.77, N = 3SE +/- 2.31, N = 3SE +/- 0.03, N = 3SE +/- 3.96, N = 326.1329.0124.0427.1718.5324.6315.5125.3024.2243.3816.7633.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 1.40, N = 3SE +/- 2.52, N = 3SE +/- 3.80, N = 3SE +/- 2.15, N = 3SE +/- 0.09, N = 3SE +/- 2.31, N = 3SE +/- 0.08, N = 3SE +/- 2.23, N = 3SE +/- 6.37, N = 3SE +/- 12.54, N = 3SE +/- 0.19, N = 3SE +/- 20.51, N = 3108.70112.11110.0197.7361.9893.2660.3978.92122.36200.7963.90108.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.29, N = 3SE +/- 1.27, N = 3SE +/- 0.17, N = 3SE +/- 2.38, N = 3SE +/- 0.37, N = 3SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.49, N = 3SE +/- 0.34, N = 3SE +/- 0.80, N = 3106.3386.40106.9984.6961.2465.0160.3463.7264.6369.1064.3768.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.33, N = 3SE +/- 3.60, N = 3SE +/- 1.73, N = 3SE +/- 2.65, N = 3SE +/- 0.19, N = 3SE +/- 3.46, N = 3SE +/- 1.01, N = 3SE +/- 11.21, N = 3SE +/- 3.75, N = 3SE +/- 19.88, N = 3SE +/- 0.72, N = 3SE +/- 9.72, N = 349.9260.1949.6451.1037.7258.7134.7656.7883.32116.7551.5867.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32130260390520650SE +/- 5.68, N = 3SE +/- 26.31, N = 3SE +/- 12.16, N = 3SE +/- 15.27, N = 3SE +/- 1.85, N = 3SE +/- 6.60, N = 3SE +/- 0.87, N = 3SE +/- 14.98, N = 3SE +/- 2.78, N = 3SE +/- 64.34, N = 3SE +/- 5.42, N = 3SE +/- 6.40, N = 3587.01495.58608.49490.14350.18360.26346.72384.38363.40509.90369.45387.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 1.70, N = 3SE +/- 3.37, N = 3SE +/- 3.38, N = 3SE +/- 3.95, N = 3SE +/- 0.60, N = 3SE +/- 1.61, N = 3SE +/- 0.33, N = 3SE +/- 4.48, N = 3SE +/- 0.18, N = 3SE +/- 6.15, N = 3SE +/- 1.19, N = 3SE +/- 10.13, N = 3137.19116.51142.11114.8278.2295.2978.0294.5589.70185.8381.22118.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.50, N = 3SE +/- 3.65, N = 3SE +/- 0.99, N = 3SE +/- 3.30, N = 3SE +/- 0.27, N = 3SE +/- 0.33, N = 3SE +/- 0.72, N = 3SE +/- 4.50, N = 3SE +/- 0.95, N = 3SE +/- 10.53, N = 3SE +/- 0.79, N = 3SE +/- 0.09, N = 355.0456.6254.6056.5431.8246.5229.6455.2272.3498.7644.4877.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.36, N = 3SE +/- 1.59, N = 3SE +/- 0.51, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 312.6113.2313.2211.589.449.399.309.6313.5513.0813.4913.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.10932.21863.32794.43725.5465SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 34.544.484.934.053.303.163.193.113.413.573.403.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 2.00, N = 3SE +/- 3.91, N = 3SE +/- 3.19, N = 3SE +/- 0.99, N = 3SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 0.66, N = 2SE +/- 0.82, N = 3SE +/- 1.68, N = 3SE +/- 5.79, N = 3SE +/- 0.09, N = 2SE +/- 1.52, N = 2141.84119.34145.56110.0382.3594.9475.2289.0099.11164.9888.6393.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3260120180240300SE +/- 1.81, N = 3SE +/- 5.82, N = 3SE +/- 3.65, N = 3SE +/- 1.39, N = 3SE +/- 1.57, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 6.26, N = 3SE +/- 5.46, N = 3SE +/- 9.81, N = 3SE +/- 3.63, N = 3SE +/- 19.04, N = 3154.32156.27148.14116.89115.49158.7982.23115.66232.57292.54120.76142.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.03282.06563.09844.13125.164SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 34.594.204.433.683.202.892.963.013.403.183.173.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3280160240320400SE +/- 1.11, N = 3SE +/- 43.25, N = 3SE +/- 1.96, N = 3SE +/- 16.14, N = 3SE +/- 0.24, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 3SE +/- 47.53, N = 3SE +/- 0.86, N = 3SE +/- 124.09, N = 3SE +/- 0.93, N = 3SE +/- 103.25, N = 385.21168.8393.37146.6065.92114.3663.28201.5382.92349.1171.69318.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.57, N = 3SE +/- 1.55, N = 3SE +/- 2.84, N = 3SE +/- 0.86, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.17, N = 3SE +/- 1.19, N = 3SE +/- 0.20, N = 3SE +/- 0.81, N = 358.2752.9156.4151.4547.6547.6048.8649.3082.9992.5384.6386.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 1.89, N = 3SE +/- 4.14, N = 3SE +/- 1.97, N = 3SE +/- 0.88, N = 3SE +/- 0.57, N = 3SE +/- 0.40, N = 3SE +/- 1.58, N = 3SE +/- 5.53, N = 3SE +/- 0.20, N = 3SE +/- 21.32, N = 3SE +/- 0.12, N = 3SE +/- 12.42, N = 3143.87118.01147.62113.7282.12105.6986.01100.15137.66177.42132.57178.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 0.73, N = 2SE +/- 1.16, N = 2SE +/- 0.35, N = 3SE +/- 1.14, N = 3140.89108.48139.27101.8979.9884.8079.7383.6192.7992.8077.6185.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.13, N = 3SE +/- 0.29, N = 3SE +/- 1.51, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 398.8078.89100.4478.3876.7576.6476.7975.88144.18143.81144.12143.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 2.82, N = 3SE +/- 0.79, N = 3SE +/- 2.61, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 367.1871.2669.3869.1251.6161.7550.2661.2680.5690.9177.5488.471. (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 - Q65n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32100200300400500SE +/- 27.64, N = 2SE +/- 3.34, N = 2SE +/- 12.25, N = 3SE +/- 19.35, N = 3SE +/- 2.20, N = 2455.89417.34343.58345.35357.63330.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3260120180240300SE +/- 3.00, N = 3SE +/- 5.65, N = 3SE +/- 1.04, N = 3SE +/- 8.95, N = 3SE +/- 1.82, N = 3270.89285.88226.69218.30232.03216.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-321428425670SE +/- 1.10, N = 2SE +/- 0.57, N = 2SE +/- 0.42, N = 3SE +/- 1.99, N = 3SE +/- 1.17, N = 354.4661.5143.3441.3946.3645.8944.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-3220406080100SE +/- 0.20, N = 2SE +/- 0.45, N = 2SE +/- 0.63, N = 3SE +/- 0.38, N = 393.61104.4375.4070.6874.5378.2976.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-321428425670SE +/- 0.37, N = 3SE +/- 0.37, N = 3SE +/- 0.52, N = 3SE +/- 0.66, N = 3SE +/- 0.24, N = 356.8163.4644.0843.3444.9048.0248.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30n2d-standard-32n2d-highmem-32c3d-standard-60c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-321326395265SE +/- 0.83, N = 3SE +/- 0.33, N = 2SE +/- 0.09, N = 2SE +/- 0.64, N = 3SE +/- 0.19, N = 254.0758.2337.8938.9141.8241.4945.1144.211. (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 - Q85n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321632486480SE +/- 0.87, N = 3SE +/- 0.32, N = 3SE +/- 0.21, N = 3SE +/- 0.34, N = 3SE +/- 0.75, N = 3SE +/- 0.82, N = 3SE +/- 2.94, N = 3SE +/- 0.98, N = 360.1066.9947.8447.0945.0647.5472.5372.7049.6574.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79n2d-standard-32n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.01, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 3SE +/- 2.36, N = 3SE +/- 0.13, N = 2SE +/- 16.45, N = 3SE +/- 3.21, N = 3130.70135.9488.54102.7687.6497.5992.37138.2591.60104.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 2SE +/- 0.08, N = 34.954.124.745.023.373.353.373.333.553.543.513.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32714212835SE +/- 0.45, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.44, N = 3SE +/- 0.09, N = 3SE +/- 0.65, N = 3SE +/- 2.41, N = 3SE +/- 1.51, N = 3SE +/- 0.53, N = 2SE +/- 3.38, N = 321.8728.6623.3328.7514.9425.0314.3323.5123.8824.9917.4426.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 2.16, N = 3SE +/- 1.59, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 5.26, N = 3SE +/- 0.79, N = 3SE +/- 6.80, N = 3SE +/- 0.23, N = 373.3464.0382.2065.2442.6647.8342.4854.0543.7360.0843.5847.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.69, N = 3SE +/- 0.28, N = 3SE +/- 0.30, N = 3SE +/- 0.35, N = 3SE +/- 1.32, N = 3SE +/- 0.68, N = 3SE +/- 0.21, N = 3SE +/- 0.42, N = 3SE +/- 0.71, N = 390.5878.3584.6985.5964.7268.8161.4266.8492.4695.3690.7095.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321122334455SE +/- 0.92, N = 3SE +/- 1.41, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3SE +/- 0.46, N = 3SE +/- 1.44, N = 3SE +/- 0.29, N = 3SE +/- 14.18, N = 3SE +/- 4.77, N = 340.4534.9346.3232.7823.3424.2523.2226.6431.2443.5124.0437.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32714212835SE +/- 0.10, N = 3SE +/- 1.09, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 1.69, N = 3SE +/- 0.26, N = 3SE +/- 2.45, N = 3SE +/- 4.15, N = 326.6325.0231.1526.3917.7116.9116.9719.8623.3330.8923.1830.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.26, N = 3SE +/- 0.45, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.37, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.19, N = 313.2915.4414.5416.769.4413.339.0112.9111.5418.8810.6912.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.64, N = 3SE +/- 3.28, N = 3SE +/- 0.25, N = 3SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.88, N = 3SE +/- 0.40, N = 3SE +/- 2.47, N = 3SE +/- 3.35, N = 3115.4994.57122.80106.3168.0672.5767.5869.7072.1182.5071.5180.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 2.15, N = 3SE +/- 1.58, N = 3SE +/- 0.71, N = 3SE +/- 0.83, N = 3SE +/- 0.40, N = 3SE +/- 0.44, N = 3SE +/- 0.91, N = 3SE +/- 1.21, N = 3SE +/- 1.15, N = 3113.57183.89118.64181.4789.17156.4988.75157.65101.01160.8195.93157.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.60, N = 3SE +/- 0.71, N = 3SE +/- 0.07, N = 3SE +/- 0.37, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 3SE +/- 0.14, N = 340.6033.6144.8134.0623.4524.5323.0923.7624.6226.3623.8326.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.55, N = 3SE +/- 2.22, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.43, N = 337.6533.5245.4637.4823.5127.1723.3026.2925.0827.8024.6427.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321122334455SE +/- 0.92, N = 3SE +/- 1.05, N = 3SE +/- 0.35, N = 3SE +/- 0.22, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 1.18, N = 3SE +/- 0.30, N = 343.2034.5548.0036.0326.3925.0426.0225.1034.0434.0032.4232.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321632486480SE +/- 1.08, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.05, N = 3SE +/- 10.34, N = 3SE +/- 5.22, N = 356.6044.1759.4947.3339.5041.6229.9736.9271.9456.1931.4043.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321428425670SE +/- 1.18, N = 3SE +/- 1.16, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.10, N = 3SE +/- 0.55, N = 3SE +/- 0.65, N = 3SE +/- 1.05, N = 3SE +/- 0.24, N = 355.8348.7460.7850.9633.3639.0131.8638.0434.2141.6135.7340.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.84, N = 3SE +/- 1.37, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 2.53, N = 3SE +/- 1.06, N = 3SE +/- 9.39, N = 3SE +/- 2.95, N = 396.9399.69104.73100.0975.3590.9963.5386.32108.46136.6968.26122.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.46, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 311.307.2611.468.126.376.416.485.886.506.066.746.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.16, N = 3SE +/- 0.55, N = 3SE +/- 0.75, N = 3SE +/- 0.42, N = 3SE +/- 0.35, N = 3SE +/- 0.16, N = 3SE +/- 0.35, N = 3SE +/- 2.40, N = 3SE +/- 0.07, N = 383.4267.8890.6775.3649.6851.0251.4250.5154.2658.8954.3455.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321224364860SE +/- 0.88, N = 3SE +/- 1.44, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.41, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 349.0740.9754.6445.2629.7632.8029.9132.0031.3833.5431.4934.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 2.20, N = 3SE +/- 2.52, N = 3SE +/- 0.06, N = 3SE +/- 0.46, N = 3SE +/- 0.58, N = 3SE +/- 6.24, N = 3SE +/- 1.03, N = 3SE +/- 22.58, N = 3SE +/- 1.40, N = 3195.06169.69208.62171.09114.27141.89113.87144.54116.76165.85117.83128.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 0.60, N = 3SE +/- 0.93, N = 3SE +/- 0.61, N = 3SE +/- 0.42, N = 3SE +/- 0.31, N = 3SE +/- 0.71, N = 3SE +/- 0.62, N = 3SE +/- 0.72, N = 3SE +/- 0.35, N = 3212.11177.66226.59194.71127.55131.74129.93133.58133.65141.96136.15141.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.99, N = 3SE +/- 2.26, N = 3SE +/- 0.65, N = 3SE +/- 0.57, N = 3SE +/- 0.16, N = 3SE +/- 0.85, N = 3SE +/- 0.38, N = 3SE +/- 8.72, N = 3SE +/- 0.55, N = 388.9470.0499.8272.1151.1550.3050.1250.9652.6661.4352.9054.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 2.24, N = 3SE +/- 0.46, N = 3SE +/- 0.25, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.40, N = 3SE +/- 0.74, N = 3SE +/- 0.42, N = 385.4370.3192.5977.6150.2251.5750.3251.6754.4657.9952.9955.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.95, N = 3SE +/- 1.77, N = 3SE +/- 0.41, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.80, N = 3SE +/- 0.36, N = 3SE +/- 1.71, N = 3SE +/- 1.29, N = 399.3671.73101.7182.6055.3852.0853.1252.9478.4577.1355.3274.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-324080120160200SE +/- 1.03, N = 3SE +/- 1.94, N = 3SE +/- 1.92, N = 3SE +/- 0.56, N = 3SE +/- 0.43, N = 3SE +/- 2.88, N = 3SE +/- 0.67, N = 3SE +/- 10.80, N = 3SE +/- 4.92, N = 3155.03131.67161.33138.9587.63101.0783.26101.7589.88126.8993.46112.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3250100150200250SE +/- 0.58, N = 3SE +/- 0.57, N = 3SE +/- 0.53, N = 3SE +/- 1.54, N = 3SE +/- 0.51, N = 3SE +/- 0.19, N = 3SE +/- 0.99, N = 3SE +/- 2.31, N = 3SE +/- 6.34, N = 3219.13185.84224.69198.38120.24144.74118.70140.62124.80151.86124.78154.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.90, N = 3SE +/- 0.39, N = 3SE +/- 0.01, N = 3SE +/- 0.87, N = 3SE +/- 0.31, N = 3SE +/- 2.26, N = 3SE +/- 0.28, N = 3SE +/- 24.14, N = 3SE +/- 17.79, N = 3119.3196.96118.2997.7566.2077.0264.6076.7369.09100.0068.10110.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 3.94, N = 3SE +/- 3.06, N = 3SE +/- 0.41, N = 3SE +/- 0.66, N = 3SE +/- 0.29, N = 3SE +/- 1.30, N = 3SE +/- 0.29, N = 3SE +/- 15.74, N = 3SE +/- 21.61, N = 3136.61117.87136.49110.4971.9176.8669.5874.7981.55140.9474.22112.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.10, N = 3SE +/- 0.50, N = 3SE +/- 0.12, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.53, N = 3SE +/- 0.32, N = 3SE +/- 0.69, N = 391.9175.1796.1582.8453.3755.9952.5056.0656.1059.8355.5559.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321632486480SE +/- 4.98, N = 3SE +/- 1.66, N = 3SE +/- 0.22, N = 3SE +/- 2.50, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.46, N = 3SE +/- 5.43, N = 3SE +/- 0.85, N = 334.7249.8539.3242.1220.4335.0520.7739.0823.7969.1321.8271.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.34332.68664.02995.37326.7165SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 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 = 35.974.495.375.013.333.463.383.353.623.653.553.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.37, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.84, N = 318.1918.2819.5318.5212.3213.8812.2513.5312.3013.6011.6413.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.97, N = 3SE +/- 2.54, N = 3SE +/- 1.47, N = 3SE +/- 0.91, N = 3SE +/- 0.23, N = 3SE +/- 2.53, N = 3SE +/- 5.09, N = 3SE +/- 3.95, N = 3SE +/- 22.66, N = 3112.7699.33109.05101.3661.2076.7458.0772.8389.65158.0761.62118.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 0.82, N = 3SE +/- 1.81, N = 3SE +/- 0.01, N = 3SE +/- 0.30, N = 3SE +/- 0.26, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3107.6681.97108.0688.1958.9561.8059.3961.3562.7766.1062.5266.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32140280420560700SE +/- 15.46, N = 3SE +/- 9.47, N = 3SE +/- 2.99, N = 3SE +/- 0.49, N = 3SE +/- 4.54, N = 3SE +/- 16.86, N = 3SE +/- 3.40, N = 3SE +/- 56.70, N = 3SE +/- 27.44, N = 3604.65512.23628.90525.47350.77352.26353.02381.79366.92441.58364.47462.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.20, N = 3SE +/- 1.47, N = 3SE +/- 1.01, N = 3SE +/- 0.92, N = 3SE +/- 0.68, N = 3SE +/- 0.33, N = 3SE +/- 0.75, N = 3SE +/- 5.00, N = 3SE +/- 1.46, N = 3137.78110.40144.58117.6179.9985.6876.3584.3882.04111.4078.7390.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 1.19, N = 314.4112.0013.3312.189.359.319.409.6413.4113.0713.2112.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.50, N = 3SE +/- 0.28, N = 3SE +/- 0.62, N = 3SE +/- 0.79, N = 3SE +/- 0.26, N = 3SE +/- 0.70, N = 3SE +/- 21.40, N = 2SE +/- 0.93, N = 3150.17112.07146.38118.4984.4192.6174.7988.36120.01125.8178.3889.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3260120180240300SE +/- 3.80, N = 3SE +/- 3.87, N = 3SE +/- 0.40, N = 3SE +/- 0.60, N = 3SE +/- 0.41, N = 3SE +/- 11.49, N = 3SE +/- 0.58, N = 3SE +/- 0.05, N = 3SE +/- 5.43, N = 3177.13151.34152.95149.30146.94157.5181.78130.28279.80289.57101.66263.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.06652.1333.19954.2665.3325SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 34.743.794.364.623.163.152.982.893.403.123.133.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3270140210280350SE +/- 31.99, N = 3SE +/- 0.77, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.47, N = 3SE +/- 0.48, N = 3SE +/- 118.11, N = 3SE +/- 0.31, N = 3110.27218.30117.85148.4797.87145.0096.00134.52149.58313.92144.29175.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3220406080100SE +/- 1.15, N = 3SE +/- 1.03, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 4.21, N = 3SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.35, N = 354.7448.8658.2149.7249.0647.3444.4641.9182.8783.2082.4681.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 1.25, N = 3SE +/- 2.44, N = 3SE +/- 1.43, N = 3SE +/- 0.56, N = 3SE +/- 1.86, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 3SE +/- 0.42, N = 3SE +/- 1.98, N = 3144.70113.12151.97127.1184.1889.1684.2089.05133.68136.72120.27131.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32306090120150SE +/- 2.02, N = 3SE +/- 0.80, N = 3SE +/- 4.41, N = 3SE +/- 0.49, N = 3SE +/- 3.49, N = 3SE +/- 6.72, N = 3SE +/- 6.55, N = 3SE +/- 1.63, N = 3SE +/- 0.65, N = 395.7476.23101.0079.3871.5075.7273.3565.44136.05141.69126.23137.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-32918273645SE +/- 1.49, N = 2SE +/- 0.26, N = 3SE +/- 0.36, N = 4SE +/- 0.18, N = 337.3434.6826.6926.7328.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-32714212835SE +/- 0.16, N = 4SE +/- 0.07, N = 2SE +/- 0.39, N = 3SE +/- 0.12, N = 4SE +/- 0.29, N = 431.1531.7723.7022.9524.4625.2225.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-3220406080100SE +/- 0.82, N = 4SE +/- 0.68, N = 5SE +/- 0.05, N = 2SE +/- 0.97, N = 4SE +/- 0.33, N = 683.1583.7769.1068.5373.5974.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32510152025SE +/- 0.33, N = 7SE +/- 0.75, N = 7SE +/- 0.12, N = 2SE +/- 0.12, N = 3SE +/- 0.22, N = 4SE +/- 0.29, N = 718.5819.1214.7414.6215.1815.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32816243240SE +/- 0.50, N = 3SE +/- 0.91, N = 6SE +/- 0.36, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 4SE +/- 0.26, N = 832.8334.8327.0625.6127.8527.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-321224364860SE +/- 1.24, N = 9SE +/- 0.89, N = 9SE +/- 0.32, N = 4SE +/- 0.20, N = 3SE +/- 0.43, N = 6SE +/- 0.45, N = 954.8952.8944.4844.8844.5244.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32816243240SE +/- 0.51, N = 5SE +/- 1.22, N = 8SE +/- 0.16, N = 4SE +/- 0.17, N = 3SE +/- 0.17, N = 4SE +/- 0.25, N = 532.6433.9826.3326.0727.7727.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32510152025SE +/- 0.25, N = 9SE +/- 0.86, N = 9SE +/- 0.17, N = 4SE +/- 0.30, N = 3SE +/- 0.27, N = 6SE +/- 0.23, N = 918.3919.2614.1914.0715.6015.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-32816243240SE +/- 0.79, N = 7SE +/- 2.49, N = 4SE +/- 0.22, N = 4SE +/- 0.23, N = 3SE +/- 0.28, N = 4SE +/- 0.21, N = 733.2336.2927.0325.9627.7127.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-321224364860SE +/- 0.65, N = 5SE +/- 2.08, N = 5SE +/- 0.81, N = 4SE +/- 0.60, N = 4SE +/- 0.37, N = 447.6751.4237.5436.2240.4338.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321326395265SE +/- 0.84, N = 6SE +/- 0.38, N = 9SE +/- 0.74, N = 3SE +/- 0.48, N = 3SE +/- 1.14, N = 2SE +/- 0.36, N = 4SE +/- 0.39, N = 5SE +/- 0.26, N = 4SE +/- 0.39, N = 747.6758.2346.6835.8737.5033.4237.0934.4038.8233.9538.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321428425670SE +/- 0.57, N = 9SE +/- 4.18, N = 7SE +/- 0.05, N = 3SE +/- 0.26, N = 2SE +/- 0.84, N = 6SE +/- 1.63, N = 3SE +/- 1.04, N = 962.1364.4048.2749.6643.3552.1647.3652.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.21, N = 7SE +/- 0.96, N = 8SE +/- 0.19, N = 4SE +/- 0.77, N = 2SE +/- 0.88, N = 2SE +/- 0.30, N = 6SE +/- 0.62, N = 2SE +/- 0.24, N = 946.0246.0335.8435.9431.2238.0332.2437.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32612182430SE +/- 0.52, N = 8SE +/- 0.99, N = 9SE +/- 0.30, N = 3SE +/- 0.42, N = 3SE +/- 0.35, N = 3SE +/- 0.34, N = 6SE +/- 0.04, N = 2SE +/- 0.17, N = 827.4227.5920.8620.2119.0521.6419.1122.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.20, N = 7SE +/- 0.74, N = 8SE +/- 0.18, N = 4SE +/- 0.06, N = 3SE +/- 0.17, N = 5SE +/- 0.07, N = 5SE +/- 0.10, N = 2SE +/- 0.17, N = 716.5917.2212.5512.5412.3513.5711.9713.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.40, N = 7SE +/- 0.70, N = 9SE +/- 0.22, N = 4SE +/- 0.34, N = 3SE +/- 0.11, N = 6SE +/- 0.24, N = 3SE +/- 0.25, N = 841.5942.4033.2332.3933.6630.2334.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.53, N = 3SE +/- 0.19, N = 9SE +/- 0.27, N = 9SE +/- 0.21, N = 9SE +/- 0.37, N = 3SE +/- 0.09, N = 4SE +/- 0.17, N = 9SE +/- 0.05, N = 3SE +/- 0.10, N = 9SE +/- 0.11, N = 6SE +/- 0.16, N = 6SE +/- 0.12, N = 97.906.158.096.585.334.844.964.825.245.225.135.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-320.84831.69662.54493.39324.2415SE +/- 0.28, N = 3SE +/- 0.06, N = 9SE +/- 0.08, N = 9SE +/- 0.08, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 4SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 93.772.993.343.052.312.252.332.232.452.432.442.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.63, N = 3SE +/- 0.43, N = 9SE +/- 0.48, N = 9SE +/- 0.45, N = 9SE +/- 0.22, N = 3SE +/- 0.04, N = 4SE +/- 0.12, N = 9SE +/- 0.18, N = 3SE +/- 0.21, N = 9SE +/- 0.07, N = 6SE +/- 0.16, N = 6SE +/- 0.10, N = 920.7217.2720.3317.9012.2112.9011.6512.5511.7413.4111.5813.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.23, N = 3SE +/- 0.06, N = 9SE +/- 0.20, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 3SE +/- 0.06, N = 4SE +/- 0.06, N = 9SE +/- 0.09, N = 3SE +/- 0.06, N = 9SE +/- 0.10, N = 6SE +/- 0.08, N = 6SE +/- 0.06, N = 94.944.375.024.433.363.443.393.333.703.633.593.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.14, N = 9SE +/- 0.31, N = 9SE +/- 0.24, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 9SE +/- 0.09, N = 3SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 6SE +/- 0.03, N = 911.717.9411.188.176.626.256.566.046.796.346.856.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.47, N = 3SE +/- 0.15, N = 9SE +/- 0.24, N = 9SE +/- 0.27, N = 9SE +/- 0.04, N = 3SE +/- 0.14, N = 4SE +/- 0.07, N = 9SE +/- 0.10, N = 3SE +/- 0.05, N = 9SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.04, N = 912.167.9211.618.196.466.276.606.006.716.446.796.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.20, N = 3SE +/- 0.21, N = 9SE +/- 0.17, N = 9SE +/- 0.25, N = 9SE +/- 0.15, N = 3SE +/- 0.06, N = 4SE +/- 0.04, N = 9SE +/- 0.06, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 6SE +/- 0.05, N = 99.516.829.046.745.594.815.555.056.005.455.905.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.10, N = 3SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.16, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 4SE +/- 0.05, N = 9SE +/- 0.07, N = 3SE +/- 0.07, N = 9SE +/- 0.09, N = 6SE +/- 0.09, N = 6SE +/- 0.02, N = 98.346.257.916.224.914.655.074.655.405.065.464.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.45, N = 3SE +/- 0.16, N = 9SE +/- 0.19, N = 9SE +/- 0.17, N = 9SE +/- 0.20, N = 3SE +/- 0.29, N = 4SE +/- 0.10, N = 9SE +/- 0.12, N = 3SE +/- 0.10, N = 9SE +/- 0.20, N = 6SE +/- 0.14, N = 6SE +/- 0.21, N = 96.035.025.664.983.664.213.843.434.354.104.464.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.15, N = 3SE +/- 0.14, N = 9SE +/- 0.25, N = 9SE +/- 0.18, N = 9SE +/- 0.17, N = 3SE +/- 0.08, N = 4SE +/- 0.03, N = 9SE +/- 0.10, N = 3SE +/- 0.07, N = 9SE +/- 0.09, N = 6SE +/- 0.06, N = 6SE +/- 0.10, N = 99.277.509.047.595.925.635.705.566.146.276.226.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.39, N = 3SE +/- 0.27, N = 9SE +/- 0.34, N = 9SE +/- 0.27, N = 9SE +/- 0.13, N = 3SE +/- 0.28, N = 4SE +/- 0.12, N = 9SE +/- 0.27, N = 3SE +/- 0.14, N = 9SE +/- 0.16, N = 6SE +/- 0.33, N = 6SE +/- 0.11, N = 912.3410.8111.6910.377.208.237.157.918.608.548.518.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32714212835SE +/- 0.99, N = 3SE +/- 0.22, N = 9SE +/- 0.82, N = 9SE +/- 0.65, N = 9SE +/- 0.34, N = 3SE +/- 0.32, N = 4SE +/- 0.17, N = 9SE +/- 0.25, N = 3SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.16, N = 6SE +/- 0.14, N = 928.3217.6128.2417.8915.1413.5614.8613.1615.1413.9515.2814.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.25, N = 3SE +/- 0.15, N = 9SE +/- 0.23, N = 9SE +/- 0.15, N = 9SE +/- 0.13, N = 3SE +/- 0.03, N = 4SE +/- 0.06, N = 9SE +/- 0.05, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 6SE +/- 0.04, N = 6SE +/- 0.06, N = 97.006.337.576.214.874.964.614.725.255.014.964.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.50, N = 3SE +/- 0.23, N = 9SE +/- 0.38, N = 9SE +/- 0.23, N = 9SE +/- 0.32, N = 3SE +/- 0.07, N = 4SE +/- 0.08, N = 9SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.18, N = 6SE +/- 0.07, N = 6SE +/- 0.14, N = 915.3410.6314.9410.778.907.948.927.709.288.839.378.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.27, N = 3SE +/- 0.12, N = 9SE +/- 0.28, N = 9SE +/- 0.15, N = 9SE +/- 0.04, N = 3SE +/- 0.04, N = 4SE +/- 0.04, N = 9SE +/- 0.07, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 99.986.789.496.835.745.045.755.116.055.486.065.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.37, N = 3SE +/- 0.15, N = 9SE +/- 0.39, N = 9SE +/- 0.22, N = 9SE +/- 0.04, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 9SE +/- 0.03, N = 3SE +/- 0.05, N = 9SE +/- 0.09, N = 6SE +/- 0.12, N = 6SE +/- 0.09, N = 910.327.4110.047.465.915.306.145.426.505.816.695.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.72, N = 3SE +/- 0.19, N = 9SE +/- 0.27, N = 9SE +/- 0.30, N = 9SE +/- 0.08, N = 3SE +/- 0.17, N = 4SE +/- 0.07, N = 9SE +/- 0.19, N = 3SE +/- 0.13, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 6SE +/- 0.07, N = 913.5712.0313.1112.157.808.988.238.838.479.428.719.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.32, N = 3SE +/- 0.14, N = 9SE +/- 0.33, N = 9SE +/- 0.18, N = 9SE +/- 0.10, N = 3SE +/- 0.07, N = 4SE +/- 0.07, N = 9SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.10, N = 6SE +/- 0.15, N = 6SE +/- 0.06, N = 911.408.5910.938.486.896.336.546.357.196.797.386.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.18, N = 3SE +/- 0.05, N = 9SE +/- 0.30, N = 9SE +/- 0.13, N = 9SE +/- 0.10, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 9SE +/- 0.10, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 6SE +/- 0.03, N = 912.349.6211.989.627.407.437.137.307.657.957.757.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.31, N = 3SE +/- 0.13, N = 9SE +/- 0.50, N = 9SE +/- 0.13, N = 9SE +/- 0.11, N = 3SE +/- 0.18, N = 4SE +/- 0.13, N = 9SE +/- 0.04, N = 3SE +/- 0.08, N = 9SE +/- 0.11, N = 6SE +/- 0.12, N = 6SE +/- 0.09, N = 915.4410.1114.609.908.757.458.717.219.138.109.108.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.85, N = 3SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.09, N = 9SE +/- 0.05, N = 3SE +/- 0.10, N = 4SE +/- 0.11, N = 9SE +/- 0.08, N = 3SE +/- 0.11, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 6SE +/- 0.13, N = 911.798.4811.258.176.806.666.796.587.567.097.486.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321020304050SE +/- 0.62, N = 3SE +/- 0.39, N = 9SE +/- 0.93, N = 9SE +/- 0.26, N = 9SE +/- 0.36, N = 3SE +/- 0.39, N = 4SE +/- 0.21, N = 9SE +/- 0.09, N = 3SE +/- 0.14, N = 9SE +/- 0.21, N = 5SE +/- 0.20, N = 6SE +/- 0.20, N = 941.9922.8141.3523.0221.2718.5521.1316.7821.4418.6022.0218.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.36, N = 3SE +/- 0.17, N = 9SE +/- 0.43, N = 9SE +/- 0.11, N = 9SE +/- 0.39, N = 3SE +/- 0.13, N = 4SE +/- 0.15, N = 9SE +/- 0.21, N = 3SE +/- 0.28, N = 9SE +/- 0.19, N = 6SE +/- 0.09, N = 6SE +/- 0.12, N = 911.768.6510.698.466.316.156.546.627.016.787.706.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.15, N = 3SE +/- 0.14, N = 9SE +/- 0.32, N = 9SE +/- 0.12, N = 9SE +/- 0.12, N = 3SE +/- 0.16, N = 4SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.07, N = 9SE +/- 0.13, N = 6SE +/- 0.05, N = 6SE +/- 0.06, N = 911.388.7011.218.396.806.506.836.437.106.917.196.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.28, N = 3SE +/- 0.10, N = 9SE +/- 0.28, N = 9SE +/- 0.11, N = 9SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.04, N = 9SE +/- 0.00, N = 3SE +/- 0.04, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 6SE +/- 0.05, N = 99.287.939.187.595.795.955.795.896.246.396.326.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.16, N = 3SE +/- 0.21, N = 9SE +/- 0.40, N = 9SE +/- 0.20, N = 9SE +/- 0.03, N = 3SE +/- 0.09, N = 4SE +/- 0.14, N = 9SE +/- 0.06, N = 3SE +/- 0.16, N = 9SE +/- 0.09, N = 6SE +/- 0.13, N = 6SE +/- 0.12, N = 915.6210.8315.4710.298.208.218.467.618.968.459.328.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.95, N = 3SE +/- 0.20, N = 9SE +/- 0.30, N = 9SE +/- 0.13, N = 9SE +/- 0.19, N = 3SE +/- 0.12, N = 4SE +/- 0.12, N = 9SE +/- 0.16, N = 3SE +/- 0.06, N = 9SE +/- 0.09, N = 6SE +/- 0.14, N = 6SE +/- 0.04, N = 912.299.4812.149.197.087.257.076.987.507.667.757.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.14, N = 3SE +/- 0.32, N = 9SE +/- 0.09, N = 9SE +/- 0.20, N = 9SE +/- 0.42, N = 3SE +/- 0.36, N = 4SE +/- 0.13, N = 9SE +/- 0.02, N = 3SE +/- 0.15, N = 9SE +/- 0.19, N = 6SE +/- 0.19, N = 6SE +/- 0.21, N = 910.978.8310.748.967.226.796.866.337.117.157.047.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.57, N = 3SE +/- 0.20, N = 9SE +/- 0.42, N = 9SE +/- 0.17, N = 9SE +/- 0.03, N = 3SE +/- 0.18, N = 4SE +/- 0.10, N = 9SE +/- 0.12, N = 3SE +/- 0.09, N = 9SE +/- 0.04, N = 6SE +/- 0.16, N = 6SE +/- 0.05, N = 922.1013.5121.4213.4211.9810.3111.8910.1812.3410.9312.6310.861. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.24, N = 3SE +/- 0.13, N = 9SE +/- 0.27, N = 9SE +/- 0.07, N = 9SE +/- 0.10, N = 3SE +/- 0.04, N = 4SE +/- 0.11, N = 9SE +/- 0.09, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 6SE +/- 0.04, N = 6SE +/- 0.04, N = 97.626.458.056.184.744.755.074.895.365.125.255.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.05, N = 3SE +/- 0.15, N = 9SE +/- 0.42, N = 9SE +/- 0.09, N = 9SE +/- 0.12, N = 3SE +/- 0.15, N = 4SE +/- 0.11, N = 9SE +/- 0.21, N = 3SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.14, N = 6SE +/- 0.14, N = 98.406.368.276.015.104.515.054.525.435.345.635.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.1072.2143.3214.4285.535SE +/- 0.19, N = 3SE +/- 0.05, N = 9SE +/- 0.17, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.04, N = 4SE +/- 0.03, N = 9SE +/- 0.04, N = 3SE +/- 0.04, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 6SE +/- 0.03, N = 94.674.054.923.853.022.913.062.853.253.243.303.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.78, N = 3SE +/- 0.20, N = 9SE +/- 0.69, N = 9SE +/- 0.08, N = 9SE +/- 0.19, N = 3SE +/- 0.10, N = 4SE +/- 0.16, N = 9SE +/- 0.06, N = 3SE +/- 0.19, N = 9SE +/- 0.08, N = 6SE +/- 0.26, N = 6SE +/- 0.08, N = 916.0410.0215.149.328.527.668.767.129.277.889.257.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.61, N = 3SE +/- 0.12, N = 9SE +/- 0.22, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 3SE +/- 0.05, N = 4SE +/- 0.05, N = 9SE +/- 0.10, N = 3SE +/- 0.03, N = 9SE +/- 0.06, N = 6SE +/- 0.07, N = 6SE +/- 0.05, N = 911.979.2211.858.957.176.897.296.807.697.367.807.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.64, N = 3SE +/- 0.21, N = 9SE +/- 0.66, N = 9SE +/- 0.19, N = 9SE +/- 0.76, N = 3SE +/- 0.11, N = 4SE +/- 0.15, N = 9SE +/- 0.09, N = 3SE +/- 0.38, N = 9SE +/- 0.18, N = 6SE +/- 0.11, N = 6SE +/- 0.07, N = 914.6610.1314.019.717.607.338.147.438.307.768.377.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.44, N = 3SE +/- 0.21, N = 9SE +/- 0.39, N = 9SE +/- 0.14, N = 9SE +/- 0.33, N = 3SE +/- 0.10, N = 4SE +/- 0.15, N = 9SE +/- 0.10, N = 3SE +/- 0.26, N = 9SE +/- 0.15, N = 6SE +/- 0.26, N = 6SE +/- 0.19, N = 912.209.8411.769.617.367.217.257.108.007.818.398.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.39, N = 3SE +/- 0.08, N = 9SE +/- 0.23, N = 9SE +/- 0.09, N = 9SE +/- 0.18, N = 3SE +/- 0.15, N = 4SE +/- 0.16, N = 9SE +/- 0.26, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 6SE +/- 0.18, N = 6SE +/- 0.09, N = 911.118.1911.007.936.286.026.445.986.626.776.896.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.11, N = 3SE +/- 0.10, N = 9SE +/- 0.30, N = 9SE +/- 0.11, N = 9SE +/- 0.24, N = 3SE +/- 0.10, N = 4SE +/- 0.07, N = 9SE +/- 0.22, N = 3SE +/- 0.12, N = 9SE +/- 0.03, N = 6SE +/- 0.11, N = 6SE +/- 0.12, N = 97.495.997.845.734.904.494.794.705.104.784.904.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.51, N = 3SE +/- 0.17, N = 9SE +/- 0.24, N = 9SE +/- 0.14, N = 9SE +/- 0.08, N = 3SE +/- 0.06, N = 4SE +/- 0.04, N = 9SE +/- 0.09, N = 3SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 6SE +/- 0.05, N = 914.5712.4814.4112.158.719.468.839.439.1110.099.189.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.31, N = 3SE +/- 0.12, N = 9SE +/- 0.27, N = 9SE +/- 0.12, N = 9SE +/- 0.06, N = 3SE +/- 0.03, N = 4SE +/- 0.07, N = 9SE +/- 0.03, N = 3SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.34, N = 6SE +/- 0.07, N = 97.996.447.606.165.004.614.834.635.165.115.515.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.31, N = 3SE +/- 0.12, N = 9SE +/- 0.33, N = 9SE +/- 0.10, N = 9SE +/- 0.28, N = 3SE +/- 0.12, N = 4SE +/- 0.14, N = 9SE +/- 0.18, N = 3SE +/- 0.09, N = 9SE +/- 0.10, N = 6SE +/- 0.14, N = 6SE +/- 0.05, N = 98.346.358.796.175.344.895.354.755.505.205.525.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32816243240SE +/- 0.86, N = 3SE +/- 0.36, N = 9SE +/- 0.69, N = 9SE +/- 0.47, N = 9SE +/- 0.08, N = 3SE +/- 0.26, N = 4SE +/- 0.13, N = 9SE +/- 0.07, N = 3SE +/- 0.08, N = 9SE +/- 0.25, N = 6SE +/- 0.13, N = 6SE +/- 0.15, N = 935.6520.7133.2120.6217.4716.5917.5816.0818.7216.5818.8416.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32612182430SE +/- 0.89, N = 3SE +/- 0.22, N = 9SE +/- 0.80, N = 9SE +/- 0.30, N = 9SE +/- 0.17, N = 3SE +/- 0.02, N = 4SE +/- 0.10, N = 9SE +/- 0.02, N = 3SE +/- 0.11, N = 9SE +/- 0.08, N = 6SE +/- 0.09, N = 6SE +/- 0.10, N = 924.9315.1124.6115.1012.8211.4112.8410.9712.9111.9712.7711.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.48, N = 3SE +/- 0.14, N = 9SE +/- 0.17, N = 9SE +/- 0.20, N = 9SE +/- 0.06, N = 3SE +/- 0.09, N = 4SE +/- 0.05, N = 9SE +/- 0.08, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 6SE +/- 0.09, N = 6SE +/- 0.06, N = 98.507.208.207.085.345.335.465.635.735.855.905.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.28, N = 3SE +/- 0.25, N = 9SE +/- 0.43, N = 9SE +/- 0.33, N = 9SE +/- 0.05, N = 3SE +/- 0.10, N = 4SE +/- 0.05, N = 9SE +/- 0.07, N = 3SE +/- 0.06, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 6SE +/- 0.10, N = 918.9112.7717.6212.359.739.579.919.0410.5610.0310.5910.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.27, N = 3SE +/- 0.18, N = 9SE +/- 0.28, N = 9SE +/- 0.24, N = 9SE +/- 0.20, N = 3SE +/- 0.09, N = 4SE +/- 0.04, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 6SE +/- 0.04, N = 913.039.7712.339.587.327.407.337.087.917.857.847.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.54, N = 3SE +/- 0.13, N = 9SE +/- 0.29, N = 9SE +/- 0.24, N = 9SE +/- 0.10, N = 3SE +/- 0.09, N = 4SE +/- 0.08, N = 9SE +/- 0.11, N = 3SE +/- 0.09, N = 9SE +/- 0.13, N = 6SE +/- 0.11, N = 6SE +/- 0.08, N = 99.337.529.317.596.075.615.745.526.616.286.466.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.0172.0343.0514.0685.085SE +/- 0.13, N = 3SE +/- 0.09, N = 9SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 9SE +/- 0.03, N = 6SE +/- 0.01, N = 6SE +/- 0.01, N = 94.523.824.523.702.832.812.872.733.002.973.003.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.34, N = 3SE +/- 0.09, N = 9SE +/- 0.24, N = 9SE +/- 0.15, N = 9SE +/- 0.10, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 9SE +/- 0.10, N = 3SE +/- 0.04, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 6SE +/- 0.04, N = 97.505.776.765.884.324.394.364.384.624.664.624.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.89, N = 3SE +/- 0.12, N = 9SE +/- 0.48, N = 9SE +/- 0.14, N = 9SE +/- 0.25, N = 3SE +/- 0.13, N = 4SE +/- 0.08, N = 9SE +/- 0.19, N = 3SE +/- 0.12, N = 9SE +/- 0.05, N = 6SE +/- 0.17, N = 6SE +/- 0.12, N = 98.245.387.025.564.454.144.204.154.494.495.174.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-321.11382.22763.34144.45525.569SE +/- 0.24, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.12, N = 9SE +/- 0.02, N = 3SE +/- 0.04, N = 4SE +/- 0.02, N = 9SE +/- 0.05, N = 3SE +/- 0.02, N = 9SE +/- 0.04, N = 6SE +/- 0.01, N = 6SE +/- 0.02, N = 94.954.084.714.113.043.033.133.063.353.293.333.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.49, N = 3SE +/- 0.23, N = 8SE +/- 0.27, N = 3SE +/- 0.42, N = 9SE +/- 0.15, N = 3SE +/- 0.13, N = 4SE +/- 0.10, N = 9SE +/- 0.06, N = 3SE +/- 0.11, N = 8SE +/- 0.11, N = 6SE +/- 0.08, N = 6SE +/- 0.14, N = 821.7514.5919.2014.8311.4011.2011.2011.1211.1611.7211.0812.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.26, N = 3SE +/- 0.11, N = 9SE +/- 0.32, N = 9SE +/- 0.30, N = 9SE +/- 0.06, N = 3SE +/- 0.11, N = 4SE +/- 0.06, N = 9SE +/- 0.07, N = 3SE +/- 0.06, N = 9SE +/- 0.07, N = 6SE +/- 0.09, N = 6SE +/- 0.04, N = 98.405.627.495.973.954.314.014.154.114.564.204.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32714212835SE +/- 0.38, N = 3SE +/- 0.23, N = 9SE +/- 0.78, N = 9SE +/- 0.49, N = 9SE +/- 0.37, N = 3SE +/- 0.21, N = 4SE +/- 0.16, N = 9SE +/- 0.02, N = 3SE +/- 0.25, N = 9SE +/- 0.21, N = 6SE +/- 0.17, N = 6SE +/- 0.08, N = 929.4317.2228.7117.7715.2313.4214.7212.8715.2614.1015.3213.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.49, N = 3SE +/- 0.17, N = 9SE +/- 0.26, N = 9SE +/- 0.26, N = 9SE +/- 0.05, N = 3SE +/- 0.07, N = 4SE +/- 0.05, N = 9SE +/- 0.02, N = 3SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 6SE +/- 0.03, N = 911.998.1311.868.117.016.416.816.106.736.586.776.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.34, N = 3SE +/- 0.15, N = 9SE +/- 0.19, N = 9SE +/- 0.17, N = 9SE +/- 0.07, N = 3SE +/- 0.06, N = 4SE +/- 0.05, N = 9SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.08, N = 6SE +/- 0.08, N = 6SE +/- 0.07, N = 910.098.149.437.995.995.945.955.676.486.616.546.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.55, N = 3SE +/- 0.19, N = 9SE +/- 0.32, N = 9SE +/- 0.42, N = 9SE +/- 0.16, N = 3SE +/- 0.09, N = 4SE +/- 0.13, N = 9SE +/- 0.18, N = 3SE +/- 0.10, N = 9SE +/- 0.16, N = 6SE +/- 0.30, N = 6SE +/- 0.12, N = 918.1012.1317.9412.579.909.489.578.9410.049.7510.739.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.59, N = 3SE +/- 0.19, N = 9SE +/- 0.26, N = 9SE +/- 0.23, N = 9SE +/- 0.13, N = 3SE +/- 0.06, N = 4SE +/- 0.07, N = 9SE +/- 0.04, N = 3SE +/- 0.15, N = 9SE +/- 0.06, N = 6SE +/- 0.20, N = 6SE +/- 0.08, N = 912.158.8011.348.956.676.706.606.377.177.127.377.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.72, N = 3SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.23, N = 9SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.14, N = 9SE +/- 0.09, N = 3SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.21, N = 6SE +/- 0.10, N = 914.089.7013.179.537.256.887.716.688.057.838.267.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.26, N = 3SE +/- 0.10, N = 9SE +/- 0.29, N = 9SE +/- 0.16, N = 9SE +/- 0.25, N = 3SE +/- 0.04, N = 4SE +/- 0.10, N = 9SE +/- 0.24, N = 3SE +/- 0.08, N = 9SE +/- 0.07, N = 6SE +/- 0.10, N = 6SE +/- 0.11, N = 99.606.268.896.175.664.905.584.855.485.045.555.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32612182430SE +/- 1.78, N = 3SE +/- 0.26, N = 9SE +/- 1.05, N = 9SE +/- 0.30, N = 9SE +/- 0.26, N = 3SE +/- 0.27, N = 4SE +/- 0.10, N = 9SE +/- 0.16, N = 3SE +/- 0.14, N = 9SE +/- 0.07, N = 6SE +/- 0.14, N = 6SE +/- 0.10, N = 923.8814.8023.1614.7711.6310.8711.6910.6112.7812.1512.6111.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.53, N = 3SE +/- 0.14, N = 9SE +/- 0.50, N = 9SE +/- 0.26, N = 9SE +/- 0.09, N = 3SE +/- 0.08, N = 4SE +/- 0.08, N = 9SE +/- 0.05, N = 3SE +/- 0.07, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 6SE +/- 0.05, N = 913.439.1113.629.296.956.527.186.317.397.147.477.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32612182430SE +/- 0.63, N = 3SE +/- 0.29, N = 9SE +/- 0.37, N = 9SE +/- 0.46, N = 9SE +/- 0.23, N = 3SE +/- 0.19, N = 4SE +/- 0.08, N = 9SE +/- 0.17, N = 3SE +/- 0.27, N = 9SE +/- 0.07, N = 6SE +/- 0.23, N = 6SE +/- 0.12, N = 923.6115.3022.5515.5712.6311.9412.4211.3213.2912.4013.0912.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 1.13, N = 3SE +/- 0.11, N = 9SE +/- 0.44, N = 9SE +/- 0.22, N = 9SE +/- 0.24, N = 3SE +/- 0.09, N = 4SE +/- 0.17, N = 9SE +/- 0.48, N = 3SE +/- 0.22, N = 9SE +/- 0.07, N = 6SE +/- 0.14, N = 6SE +/- 0.10, N = 912.269.1111.388.887.256.876.846.807.487.387.707.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.56, N = 3SE +/- 0.15, N = 9SE +/- 0.38, N = 9SE +/- 0.19, N = 9SE +/- 0.08, N = 3SE +/- 0.11, N = 4SE +/- 0.10, N = 9SE +/- 0.07, N = 3SE +/- 0.11, N = 9SE +/- 0.05, N = 6SE +/- 0.09, N = 6SE +/- 0.05, N = 910.467.019.826.906.005.296.075.186.095.696.085.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.31, N = 3SE +/- 0.17, N = 9SE +/- 0.60, N = 9SE +/- 1.07, N = 9SE +/- 0.19, N = 3SE +/- 0.13, N = 4SE +/- 0.15, N = 9SE +/- 0.24, N = 3SE +/- 0.21, N = 9SE +/- 0.09, N = 6SE +/- 0.14, N = 6SE +/- 0.09, N = 915.3716.2615.8617.4510.0812.8010.1513.1210.8312.8210.6612.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.47, N = 3SE +/- 0.08, N = 9SE +/- 0.45, N = 9SE +/- 0.20, N = 9SE +/- 0.17, N = 3SE +/- 0.13, N = 4SE +/- 0.08, N = 9SE +/- 0.26, N = 3SE +/- 0.13, N = 9SE +/- 0.22, N = 6SE +/- 0.18, N = 6SE +/- 0.17, N = 98.116.598.876.725.604.885.564.966.165.656.185.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-320.80551.6112.41653.2224.0275SE +/- 0.11, N = 3SE +/- 0.03, N = 9SE +/- 0.12, N = 9SE +/- 0.08, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 4SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.03, N = 6SE +/- 0.01, N = 6SE +/- 0.02, N = 93.222.953.583.042.302.212.362.332.462.462.492.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.74, N = 3SE +/- 0.09, N = 9SE +/- 0.58, N = 9SE +/- 0.32, N = 9SE +/- 0.08, N = 3SE +/- 0.09, N = 4SE +/- 0.10, N = 9SE +/- 0.16, N = 3SE +/- 0.10, N = 9SE +/- 0.14, N = 6SE +/- 0.27, N = 6SE +/- 0.04, N = 911.168.2512.228.626.916.357.086.327.497.057.806.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.37, N = 3SE +/- 0.15, N = 9SE +/- 0.26, N = 9SE +/- 0.31, N = 9SE +/- 0.12, N = 3SE +/- 0.11, N = 4SE +/- 0.22, N = 9SE +/- 0.04, N = 3SE +/- 0.13, N = 9SE +/- 0.10, N = 6SE +/- 0.19, N = 6SE +/- 0.09, N = 911.939.5512.169.597.497.137.586.607.607.717.517.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.27, N = 3SE +/- 0.13, N = 9SE +/- 0.34, N = 9SE +/- 0.22, N = 9SE +/- 0.05, N = 3SE +/- 0.10, N = 4SE +/- 0.08, N = 9SE +/- 0.06, N = 3SE +/- 0.10, N = 9SE +/- 0.05, N = 6SE +/- 0.08, N = 6SE +/- 0.06, N = 99.687.9110.087.956.315.926.015.716.536.296.416.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.41, N = 3SE +/- 0.25, N = 9SE +/- 0.50, N = 9SE +/- 0.52, N = 9SE +/- 0.08, N = 3SE +/- 0.36, N = 4SE +/- 0.19, N = 9SE +/- 0.11, N = 3SE +/- 0.17, N = 9SE +/- 0.11, N = 6SE +/- 0.29, N = 6SE +/- 0.07, N = 922.4918.8622.3419.1813.3815.3813.8715.1314.2415.4514.5115.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.43, N = 3SE +/- 0.18, N = 9SE +/- 0.24, N = 9SE +/- 0.31, N = 9SE +/- 0.06, N = 3SE +/- 0.09, N = 4SE +/- 0.06, N = 9SE +/- 0.03, N = 3SE +/- 0.10, N = 9SE +/- 0.05, N = 6SE +/- 0.10, N = 6SE +/- 0.05, N = 910.528.479.788.446.136.466.106.326.596.926.747.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-320.80331.60662.40993.21324.0165SE +/- 0.15, N = 3SE +/- 0.10, N = 9SE +/- 0.04, N = 9SE +/- 0.08, N = 9SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.01, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 6SE +/- 0.02, N = 93.573.113.362.962.282.242.302.212.472.442.472.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-3248121620SE +/- 0.21, N = 3SE +/- 0.16, N = 9SE +/- 0.54, N = 9SE +/- 0.34, N = 9SE +/- 0.10, N = 3SE +/- 0.16, N = 4SE +/- 0.12, N = 9SE +/- 0.17, N = 3SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.13, N = 6SE +/- 0.08, N = 915.5310.8515.3510.548.218.108.507.658.918.508.978.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.28, N = 3SE +/- 0.24, N = 9SE +/- 0.23, N = 9SE +/- 0.21, N = 9SE +/- 0.07, N = 3SE +/- 0.09, N = 4SE +/- 0.05, N = 9SE +/- 0.15, N = 3SE +/- 0.05, N = 9SE +/- 0.11, N = 6SE +/- 0.04, N = 6SE +/- 0.05, N = 99.657.929.487.835.826.085.866.036.256.446.206.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.21, N = 3SE +/- 0.11, N = 9SE +/- 0.13, N = 9SE +/- 0.23, N = 9SE +/- 0.04, N = 3SE +/- 0.13, N = 4SE +/- 0.06, N = 9SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 6SE +/- 0.05, N = 99.907.899.927.806.086.096.215.846.536.556.616.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.90, N = 3SE +/- 0.18, N = 9SE +/- 0.52, N = 9SE +/- 0.26, N = 9SE +/- 0.33, N = 3SE +/- 0.17, N = 4SE +/- 0.14, N = 9SE +/- 0.04, N = 3SE +/- 0.21, N = 9SE +/- 0.15, N = 6SE +/- 0.21, N = 6SE +/- 0.09, N = 912.378.5211.548.437.016.776.996.297.587.047.606.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32510152025SE +/- 0.76, N = 3SE +/- 0.19, N = 9SE +/- 0.48, N = 9SE +/- 0.32, N = 9SE +/- 0.11, N = 3SE +/- 0.08, N = 4SE +/- 0.09, N = 9SE +/- 0.11, N = 3SE +/- 0.04, N = 9SE +/- 0.06, N = 6SE +/- 0.09, N = 6SE +/- 0.06, N = 921.7014.5720.3814.8211.2511.2011.2610.8011.9611.8012.0411.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32246810SE +/- 0.12, N = 3SE +/- 0.15, N = 9SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.05, N = 3SE +/- 0.06, N = 4SE +/- 0.12, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 6SE +/- 0.06, N = 97.535.797.165.784.484.604.624.084.744.884.714.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.25, N = 3SE +/- 0.12, N = 9SE +/- 0.23, N = 9SE +/- 0.19, N = 9SE +/- 0.06, N = 3SE +/- 0.04, N = 4SE +/- 0.07, N = 9SE +/- 0.09, N = 3SE +/- 0.05, N = 9SE +/- 0.02, N = 6SE +/- 0.06, N = 6SE +/- 0.03, N = 98.977.328.797.315.345.435.565.465.795.865.805.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-60c3d-highmem-30c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.17, N = 9SE +/- 0.32, N = 9SE +/- 0.27, N = 9SE +/- 0.07, N = 3SE +/- 0.08, N = 4SE +/- 0.13, N = 9SE +/- 0.03, N = 3SE +/- 0.06, N = 9SE +/- 0.19, N = 6SE +/- 0.16, N = 6SE +/- 0.10, N = 911.908.1911.498.596.646.277.095.866.996.687.266.521. (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.