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 - Q42spark-tpcds: 3000 - Q68spark-tpcds: 3000 - Q13spark-tpcds: 10000 - Q13spark-tpcds: 3000 - Q36spark-tpcds: 10000 - Q09spark-tpcds: 3000 - Q66spark-tpcds: 3000 - Q49spark-tpcds: 10000 - Q36spark-tpcds: 3000 - Q61spark-tpcds: 50 - Q75spark-tpcds: 3000 - Q58spark-tpcds: 10000 - Q82spark-tpcds: 3000 - Q27spark-tpcds: 3000 - Q55spark-tpcds: 50 - Q38spark-tpcds: 3000 - Q56spark-tpcds: 50 - Q49spark-tpcds: 50 - Q31spark-tpcds: 3000 - Q60spark-tpcds: 50 - Q51spark-tpcds: 3000 - Q19spark-tpcds: 50 - Q65spark-tpcds: 3000 - Q77spark-tpcds: 50 - Q30spark-tpcds: 50 - Q87spark-tpcds: 10000 - Q70spark-tpcds: 50 - Q77spark-tpcds: 50 - Q39spark-tpcds: 50 - Q33spark-tpcds: 3000 - Q96spark-tpcds: 3000 - Q90spark-tpcds: 10000 - Q90spark-tpcds: 3000 - Q88spark-tpcds: 50 - Q47spark-tpcds: 50 - Q28spark-tpcds: 10000 - Q88spark-tpcds: 50 - Q69spark-tpcds: 50 - Q10spark-tpcds: 50 - Q94spark-tpcds: 10000 - Q44spark-tpcds: 50 - Q35spark-tpcds: 50 - Q05spark-tpcds: 10000 - Q19spark-tpcds: 10000 - Q96spark-tpcds: 10000 - Q92spark-tpcds: 10000 - Q55spark-tpcds: 10000 - Q08spark-tpcds: 50 - Q84spark-tpcds: 50 - Q92spark-tpcds: 50 - Q40spark-tpcds: 10000 - Q52spark-tpcds: 10000 - Q84spark-tpcds: 10000 - Q68spark-tpcds: 3000 - Q70spark-tpcds: 3000 - Q08spark-tpcds: 10000 - Q86spark-tpcds: 50 - Q95spark-tpcds: 10000 - Q48spark-tpcds: 10000 - Q95spark-tpcds: 3000 - Q57spark-tpcds: 10000 - Q83spark-tpcds: 10000 - Q73spark-tpcds: 3000 - Q03spark-tpcds: 3000 - Q84spark-tpcds: 10000 - Q27spark-tpcds: 10000 - Q47spark-tpcds: 3000 - Q33spark-tpcds: 3000 - Q91spark-tpcds: 3000 - Q83spark-tpcds: 3000 - Q92spark-tpcds: 10000 - Q46spark-tpcds: 50 - Q03spark-tpcds: 10000 - Q53spark-tpcds: 50 - Q46spark-tpcds: 10000 - Q62spark-tpcds: 10000 - Q34spark-tpcds: 3000 - Q73spark-tpcds: 10000 - Q61spark-tpcds: 10000 - Q43spark-tpcds: 10000 - Q63spark-tpcds: 3000 - Q48spark-tpcds: 3000 - Q53spark-tpcds: 3000 - Q46spark-tpcds: 10000 - Q89spark-tpcds: 3000 - Q86spark-tpcds: 3000 - Q06spark-tpcds: 3000 - Q02spark-tpcds: 3000 - Q62spark-tpcds: 10000 - Q07spark-tpcds: 50 - Q81spark-tpcds: 3000 - Q94spark-tpcds: 50 - Q91spark-tpcds: 10000 - Q28spark-tpcds: 10000 - Q41spark-tpcds: 50 - Q76spark-tpcds: 50 - Q97spark-tpcds: 3000 - Q95spark-tpcds: 50 - Q36spark-tpcds: 10000 - Q59spark-tpcds: 3000 - Q63spark-tpcds: 3000 - Q34spark-tpcds: 50 - Q71spark-tpcds: 3000 - Q47spark-tpcds: 50 - Q15spark-tpcds: 3000 - Q59spark-tpcds: 50 - Q68spark-tpcds: 50 - Q59spark-tpcds: 3000 - Q28spark-tpcds: 3000 - Q43spark-tpcds: 3000 - Q89spark-tpcds: 50 - Q64spark-tpcds: 50 - Q82spark-tpcds: 50 - Q43spark-tpcds: 50 - Q53spark-tpcds: 50 - Q22spark-tpcds: 50 - Q79spark-tpcds: 50 - Q61spark-tpcds: 3000 - Q79spark-tpcds: 3000 - Q85spark-tpcds: 50 - Q08spark-tpcds: 50 - Q63spark-tpcds: 50 - Q98spark-tpcds: 50 - Q45spark-tpcds: 50 - Q14spark-tpcds: 50 - Q02spark-tpcds: 10000 - Q39spark-tpcds: 50 - Q54spark-tpcds: 3000 - Q41spark-tpcds: 50 - Q89spark-tpcds: 50 - Q09spark-tpcds: 50 - 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30.71153.41104.03124.3419.1724.0449.6454.6093.37147.628.095.025.6611.697.5714.9410.0410.6910.748.2715.1414.0111.7611.007.848.798.207.0211.8611.348.8911.389.828.8712.2212.169.7811.5411.4973.19133.04156.27151.34112.11218.3083.48266.6599.33185.2222.81154.2344.17116.5176.2417.22171.5815.1114.80186.7920.71119.3413.51182.089.1117.6199.6910.115.629.7028.0915.7915.44174.4512.7715.30183.8910.8310.857.92117.8712.1314.57112.0728.6634.9370.0448.866.786.8214.5971.7333.527.26101.9952.9133.617.94131.6764.0365.9334.5548.7478.8933.37110.40185.84176.9914.1828.6933.1196.965.7970.319.7740.9781.9750.17169.6975.1767.88133.2873.48122.0194.5732.56108.4871.2641.80113.128.5978.246.25512.234.498.4817.2763.208.14177.6673.1686.408.70188.777.91183.409.489.22495.5874.43100.8147.6712.035.776.4416.269.624.05130.4761.067.896.452.997.5218.867.3218.2812.484.57.507.923.8260.103.794.082.953.117.934.204.4855.38130.7078.3512.0054.074.1254.4662.1393.6156.2746.0256.81229.1013.2327.424.6616.5947.6741.5937.3433.2345.4731.15455.8918.3961.3432.8358.2753.74270.8944.24236.2818.58278.9732.64431.1654.89186.6183.1589.93156.7798.3325.0249.8576.2347.17139.44151.0776.84112.5418.5529.0160.1956.62168.83118.016.154.375.0210.816.3310.637.418.658.836.3610.0210.139.848.195.996.357.205.388.138.806.269.117.016.598.259.558.478.528.1935.78120.10154.32177.13108.70110.2781.47293.91112.76193.6841.99167.4856.6137.1990.7129.43206.1724.9323.8835.65141.8422.10191.3713.4328.3296.9315.448.4014.0821.6813.3413.29110.1418.9123.61113.5715.6215.5312.16136.6118.1021.70150.1721.8740.4588.9454.749.989.5121.7599.3637.6511.3100.4758.2740.611.71155.0373.3478.6643.255.8398.8040.13137.78219.13201.6217.9336.6740.58119.317.5385.4313.0349.07107.6657.54195.0691.9183.42154.7389.21143.16115.4941.02140.8967.1851.59144.711.4084.498.34604.655.9711.7920.7275.7310.09212.1184.54106.3311.38208.479.68218.6612.2911.97587.0189.98113.2913.577.507.9915.3712.344.67152.699.907.623.779.3322.498.9718.1914.575.069.279.654.524.744.953.223.579.284.594.5457.1390.5814.414.9512.614.5826.6334.7295.7456.52127.76167.40106.22120.1816.8726.1349.9255.0485.21143.877.904.946.0312.347.0015.3410.3211.7610.978.4016.0414.6612.211.117.498.348.508.2411.9912.159.6012.2610.468.1111.1611.9310.5212.3711.90OpenBenchmarking.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 - Q42c2d-standard-32n2d-standard-32c3d-standard-30c3d-highmem-30n2d-highmem-32n2d-highmem-64n2d-standard-64c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60306090120150SE +/- 5.00, N = 3SE +/- 0.60, N = 3SE +/- 0.32, N = 3SE +/- 3.77, N = 3SE +/- 1.30, N = 3SE +/- 1.01, N = 3SE +/- 1.15, N = 3SE +/- 0.25, N = 3SE +/- 0.49, N = 3SE +/- 0.62, N = 3SE +/- 0.64, N = 3SE +/- 0.69, N = 3133.9873.1950.2741.4341.3236.8735.7831.6223.6022.5121.7921.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68c2d-standard-32c2d-standard-56c2d-highmem-32n2d-standard-32c3d-standard-30n2d-standard-64c2d-highmem-56c3d-standard-60n2d-highmem-32n2d-highmem-64c3d-highmem-30c3d-highmem-6050100150200250SE +/- 2.04, N = 3SE +/- 2.81, N = 3SE +/- 24.91, N = 3SE +/- 0.42, N = 3SE +/- 1.23, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3SE +/- 4.97, N = 3SE +/- 1.55, N = 3SE +/- 9.25, N = 3SE +/- 0.26, N = 3242.20213.07164.28133.04130.86120.10114.84109.00101.2197.5494.0865.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13c2d-standard-32c2d-standard-56c3d-standard-30n2d-standard-32n2d-standard-64n2d-highmem-64c2d-highmem-32c2d-highmem-56n2d-highmem-32c3d-highmem-30c3d-standard-60c3d-highmem-6060120180240300SE +/- 9.81, N = 3SE +/- 5.46, N = 3SE +/- 0.33, N = 3SE +/- 5.82, N = 3SE +/- 1.81, N = 3SE +/- 3.65, N = 3SE +/- 19.04, N = 3SE +/- 3.63, N = 3SE +/- 1.39, N = 3SE +/- 6.26, N = 3SE +/- 1.57, N = 3SE +/- 0.31, N = 3292.54232.57158.79156.27154.32148.14142.50120.76116.89115.66115.4982.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13c2d-standard-32c2d-standard-56c2d-highmem-32n2d-standard-64c3d-standard-30n2d-highmem-64n2d-standard-32n2d-highmem-32c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-highmem-6060120180240300SE +/- 0.05, N = 3SE +/- 0.58, N = 3SE +/- 5.43, N = 3SE +/- 0.60, N = 3SE +/- 3.87, N = 3SE +/- 3.80, N = 3SE +/- 0.40, N = 3SE +/- 11.49, N = 3SE +/- 0.41, N = 3289.57279.80263.98177.13157.51152.95151.34149.30146.94130.28101.6681.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36c2d-standard-32c2d-standard-56n2d-standard-32n2d-highmem-64n2d-standard-64c2d-highmem-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-56c3d-standard-60c3d-highmem-604080120160200SE +/- 12.54, N = 3SE +/- 6.37, N = 3SE +/- 2.52, N = 3SE +/- 3.80, N = 3SE +/- 1.40, N = 3SE +/- 20.51, N = 3SE +/- 2.15, N = 3SE +/- 2.31, N = 3SE +/- 2.23, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3200.79122.36112.11110.01108.70108.3697.7393.2678.9263.9061.9860.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09c2d-standard-32n2d-standard-32c2d-highmem-32c2d-standard-56n2d-highmem-32c3d-standard-30c2d-highmem-56c3d-highmem-30n2d-highmem-64n2d-standard-64c3d-standard-60c3d-highmem-6070140210280350SE +/- 118.11, N = 3SE +/- 31.99, N = 3SE +/- 0.31, N = 3SE +/- 0.48, N = 3SE +/- 0.20, N = 3SE +/- 0.47, N = 3SE +/- 0.77, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3313.92218.30175.29149.58148.47145.00144.29134.52117.85110.2797.8796.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66c2d-standard-56c2d-highmem-32c2d-standard-32c2d-highmem-56c3d-standard-30n2d-standard-32n2d-standard-64c3d-standard-60c3d-highmem-30n2d-highmem-32n2d-highmem-64c3d-highmem-60306090120150SE +/- 0.41, N = 3SE +/- 2.70, N = 3SE +/- 13.68, N = 3SE +/- 0.21, N = 3SE +/- 0.35, N = 3SE +/- 1.05, N = 3SE +/- 2.29, N = 3SE +/- 0.34, N = 3SE +/- 6.60, N = 3SE +/- 3.35, N = 3SE +/- 1.65, N = 3SE +/- 0.90, N = 3155.03151.47141.19102.8383.9083.4881.4781.1875.2374.9663.5549.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49c2d-standard-32c2d-standard-56c2d-highmem-32n2d-standard-64n2d-standard-32n2d-highmem-64n2d-highmem-32c3d-standard-30c3d-highmem-30c3d-standard-60c2d-highmem-56c3d-highmem-60100200300400500SE +/- 16.01, N = 3SE +/- 4.44, N = 3SE +/- 5.99, N = 3SE +/- 5.75, N = 3SE +/- 5.74, N = 3SE +/- 3.74, N = 3SE +/- 5.50, N = 3SE +/- 0.42, N = 3SE +/- 8.41, N = 3SE +/- 0.19, N = 2SE +/- 3.08, N = 3SE +/- 0.22, N = 3446.29392.19350.99293.91266.65257.67243.56233.84233.33212.85198.07157.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36c2d-standard-32c2d-highmem-32n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-56c3d-standard-30c3d-highmem-30c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 3.95, N = 3SE +/- 22.66, N = 3SE +/- 2.54, N = 3SE +/- 2.97, N = 3SE +/- 5.09, N = 3SE +/- 0.91, N = 3SE +/- 2.53, N = 3SE +/- 1.47, N = 3SE +/- 0.23, N = 3158.07118.93112.76109.05101.3699.3389.6576.7472.8361.6261.2058.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32c3d-standard-30n2d-highmem-32c3d-highmem-30c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-6060120180240300SE +/- 38.75, N = 3SE +/- 4.28, N = 3SE +/- 3.65, N = 3SE +/- 8.44, N = 3SE +/- 2.06, N = 3SE +/- 2.70, N = 3SE +/- 5.06, N = 3SE +/- 1.15, N = 3SE +/- 0.45, N = 3SE +/- 0.38, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3290.08197.74193.68185.22163.76158.75147.68130.72118.47117.66114.23113.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60c2d-standard-32c3d-standard-30c2d-highmem-32c3d-highmem-301020304050SE +/- 0.62, N = 3SE +/- 0.93, N = 9SE +/- 0.26, N = 9SE +/- 0.39, N = 9SE +/- 0.20, N = 6SE +/- 0.14, N = 9SE +/- 0.36, N = 3SE +/- 0.21, N = 9SE +/- 0.21, N = 5SE +/- 0.39, N = 4SE +/- 0.20, N = 9SE +/- 0.09, N = 341.9941.3523.0222.8122.0221.4421.2721.1318.6018.5518.4216.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-6050100150200250SE +/- 14.24, N = 3SE +/- 1.76, N = 3SE +/- 7.31, N = 3SE +/- 3.31, N = 3SE +/- 1.32, N = 3SE +/- 2.61, N = 3SE +/- 9.95, N = 3SE +/- 1.43, N = 3SE +/- 0.37, N = 3SE +/- 1.28, N = 3SE +/- 0.94, N = 3SE +/- 0.50, N = 3224.55173.00167.48154.23124.56109.97105.19102.1299.0496.7290.9490.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82c2d-standard-56n2d-highmem-64n2d-standard-64c2d-standard-32n2d-highmem-32n2d-standard-32c2d-highmem-32c3d-standard-30c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-highmem-601632486480SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 10.34, N = 3SE +/- 1.08, N = 3SE +/- 5.22, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.88, N = 3SE +/- 0.17, N = 371.9459.4956.6056.1947.3344.1743.1841.6239.5036.9231.4029.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27c2d-standard-32n2d-highmem-64n2d-standard-64c2d-highmem-32n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-604080120160200SE +/- 6.15, N = 3SE +/- 3.38, N = 3SE +/- 1.70, N = 3SE +/- 10.13, N = 3SE +/- 3.37, N = 3SE +/- 3.95, N = 3SE +/- 1.61, N = 3SE +/- 4.48, N = 3SE +/- 0.18, N = 3SE +/- 1.19, N = 3SE +/- 0.60, N = 3SE +/- 0.33, N = 3185.83142.11137.19118.38116.51114.8295.2994.5589.7081.2278.2278.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60306090120150SE +/- 21.98, N = 3SE +/- 1.43, N = 3SE +/- 1.24, N = 3SE +/- 2.65, N = 3SE +/- 5.03, N = 3SE +/- 0.41, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 1.53, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3115.0292.1790.7176.2469.9053.0952.8552.3150.8350.6150.1349.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30714212835SE +/- 0.38, N = 3SE +/- 0.78, N = 9SE +/- 0.49, N = 9SE +/- 0.23, N = 9SE +/- 0.17, N = 6SE +/- 0.25, N = 9SE +/- 0.37, N = 3SE +/- 0.16, N = 9SE +/- 0.21, N = 6SE +/- 0.08, N = 9SE +/- 0.21, N = 4SE +/- 0.02, N = 329.4328.7117.7717.2215.3215.2615.2314.7214.1013.8213.4212.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56c2d-standard-32n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-6050100150200250SE +/- 10.10, N = 3SE +/- 10.02, N = 2SE +/- 4.56, N = 3SE +/- 7.02, N = 2SE +/- 3.89, N = 3SE +/- 0.18, N = 2SE +/- 1.03, N = 3SE +/- 0.62, N = 2SE +/- 1.40, N = 3236.18206.17202.94171.58159.90157.37153.47148.22146.53123.29121.39103.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c3d-highmem-60c3d-standard-60c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30612182430SE +/- 0.89, N = 3SE +/- 0.80, N = 9SE +/- 0.22, N = 9SE +/- 0.30, N = 9SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.17, N = 3SE +/- 0.09, N = 6SE +/- 0.08, N = 6SE +/- 0.10, N = 9SE +/- 0.02, N = 4SE +/- 0.02, N = 324.9324.6115.1115.1012.9112.8412.8212.7711.9711.9711.4110.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30612182430SE +/- 1.78, N = 3SE +/- 1.05, N = 9SE +/- 0.26, N = 9SE +/- 0.30, N = 9SE +/- 0.14, N = 9SE +/- 0.14, N = 6SE +/- 0.07, N = 6SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.26, N = 3SE +/- 0.27, N = 4SE +/- 0.16, N = 323.8823.1614.8014.7712.7812.6112.1511.9311.6911.6310.8710.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60c2d-standard-32n2d-standard-32n2d-highmem-32c3d-standard-30c2d-highmem-32c3d-highmem-3060120180240300SE +/- 12.37, N = 3SE +/- 4.63, N = 2SE +/- 5.49, N = 3SE +/- 2.55, N = 3SE +/- 15.82, N = 2259.72186.79155.79155.24138.11116.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c3d-standard-30c2d-standard-32c2d-highmem-32c3d-highmem-30816243240SE +/- 0.86, N = 3SE +/- 0.69, N = 9SE +/- 0.36, N = 9SE +/- 0.47, N = 9SE +/- 0.13, N = 6SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.08, N = 3SE +/- 0.26, N = 4SE +/- 0.25, N = 6SE +/- 0.15, N = 9SE +/- 0.07, N = 335.6533.2120.7120.6218.8418.7217.5817.4716.5916.5816.3716.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-56c3d-standard-30c2d-highmem-32c3d-highmem-30c2d-highmem-56c3d-standard-60c3d-highmem-604080120160200SE +/- 5.79, N = 3SE +/- 3.19, N = 3SE +/- 2.00, N = 3SE +/- 3.91, N = 3SE +/- 0.99, N = 3SE +/- 1.68, N = 3SE +/- 0.43, N = 3SE +/- 1.52, N = 2SE +/- 0.82, N = 3SE +/- 0.09, N = 2SE +/- 0.35, N = 3SE +/- 0.66, N = 2164.98145.56141.84119.34110.0399.1194.9493.5689.0088.6382.3575.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30510152025SE +/- 0.57, N = 3SE +/- 0.42, N = 9SE +/- 0.20, N = 9SE +/- 0.17, N = 9SE +/- 0.16, N = 6SE +/- 0.09, N = 9SE +/- 0.03, N = 3SE +/- 0.10, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 9SE +/- 0.18, N = 4SE +/- 0.12, N = 322.1021.4213.5113.4212.6312.3411.9811.8910.9310.8610.3110.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77c2d-standard-32c2d-highmem-32n2d-standard-64c2d-standard-56n2d-highmem-64n2d-standard-32c3d-standard-30n2d-highmem-32c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-6060120180240300SE +/- 9.96, N = 3SE +/- 15.75, N = 3SE +/- 1.83, N = 3SE +/- 3.65, N = 3SE +/- 3.90, N = 3SE +/- 3.44, N = 3SE +/- 0.19, N = 3SE +/- 4.00, N = 3SE +/- 0.62, N = 3SE +/- 5.31, N = 3SE +/- 0.29, N = 3SE +/- 0.34, N = 3254.50193.83191.37186.03184.49182.08169.05165.20147.17139.62124.22117.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-highmem-60c2d-standard-32c3d-standard-60c3d-standard-30c3d-highmem-3048121620SE +/- 0.50, N = 9SE +/- 0.53, N = 3SE +/- 0.26, N = 9SE +/- 0.14, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.08, N = 9SE +/- 0.09, N = 6SE +/- 0.09, N = 3SE +/- 0.08, N = 4SE +/- 0.05, N = 313.6213.439.299.117.477.397.227.187.146.956.526.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30714212835SE +/- 0.99, N = 3SE +/- 0.82, N = 9SE +/- 0.65, N = 9SE +/- 0.22, N = 9SE +/- 0.16, N = 6SE +/- 0.34, N = 3SE +/- 0.15, N = 9SE +/- 0.17, N = 9SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.32, N = 4SE +/- 0.25, N = 328.3228.2417.8917.6115.2815.1415.1414.8614.4213.9513.5613.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70c2d-standard-32c2d-highmem-32c2d-standard-56n2d-highmem-64n2d-highmem-32n2d-standard-32n2d-standard-64c3d-standard-30c3d-highmem-30c3d-standard-60c2d-highmem-56c3d-highmem-60306090120150SE +/- 9.39, N = 3SE +/- 2.95, N = 3SE +/- 1.06, N = 3SE +/- 1.37, N = 3SE +/- 2.84, N = 3SE +/- 0.32, N = 3SE +/- 2.53, N = 3SE +/- 0.36, N = 3SE +/- 0.16, N = 3136.69122.89108.46104.73100.0999.6996.9390.9986.3275.3568.2663.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-3048121620SE +/- 0.31, N = 3SE +/- 0.50, N = 9SE +/- 0.13, N = 9SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.12, N = 6SE +/- 0.11, N = 3SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.11, N = 6SE +/- 0.18, N = 4SE +/- 0.04, N = 315.4414.6010.119.909.139.108.758.718.298.107.457.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c2d-highmem-56c3d-highmem-30c2d-standard-56c3d-highmem-60c3d-standard-60246810SE +/- 0.26, N = 3SE +/- 0.32, N = 9SE +/- 0.30, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 9SE +/- 0.11, N = 4SE +/- 0.09, N = 6SE +/- 0.07, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 38.407.495.975.624.564.434.314.204.154.114.013.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c3d-highmem-60c2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-3048121620SE +/- 0.72, N = 3SE +/- 0.22, N = 9SE +/- 0.13, N = 9SE +/- 0.23, N = 9SE +/- 0.21, N = 6SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.14, N = 9SE +/- 0.10, N = 9SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.09, N = 314.0813.179.709.538.268.057.837.717.667.256.886.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96c2d-standard-56c2d-standard-32n2d-highmem-32n2d-standard-32c3d-standard-30c2d-highmem-32c3d-highmem-30n2d-highmem-64n2d-standard-64c3d-standard-60c2d-highmem-56c3d-highmem-60714212835SE +/- 1.23, N = 3SE +/- 2.91, N = 3SE +/- 0.47, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 3SE +/- 0.77, N = 3SE +/- 0.55, N = 3SE +/- 0.31, N = 3SE +/- 0.69, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 330.6129.6628.3928.0925.1824.7424.1323.2721.6817.3916.7214.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90c2d-standard-32n2d-standard-32n2d-highmem-32n2d-highmem-64c3d-highmem-30n2d-standard-64c2d-highmem-32c3d-standard-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60510152025SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.57, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 319.1115.7915.7613.7113.5113.3413.1712.6211.8311.259.159.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90c2d-standard-32n2d-highmem-32n2d-standard-32n2d-highmem-64c3d-standard-30n2d-standard-64c3d-highmem-30c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60510152025SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.37, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 318.8816.7615.4414.5413.3313.2912.9112.7111.5410.699.449.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88n2d-standard-32n2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-32n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-604080120160200SE +/- 5.50, N = 3SE +/- 3.85, N = 3SE +/- 6.82, N = 3SE +/- 1.58, N = 3SE +/- 0.67, N = 3SE +/- 3.28, N = 3SE +/- 2.60, N = 3SE +/- 0.57, N = 3SE +/- 0.34, N = 3SE +/- 0.70, N = 3SE +/- 0.05, N = 3SE +/- 0.85, N = 3174.45174.28162.59158.05156.56156.03117.67110.14100.2397.2485.1083.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30510152025SE +/- 0.28, N = 3SE +/- 0.43, N = 9SE +/- 0.25, N = 9SE +/- 0.33, N = 9SE +/- 0.06, N = 6SE +/- 0.06, N = 9SE +/- 0.10, N = 9SE +/- 0.08, N = 6SE +/- 0.05, N = 9SE +/- 0.05, N = 3SE +/- 0.10, N = 4SE +/- 0.07, N = 318.9117.6212.7712.3510.5910.5610.1010.039.919.739.579.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56c3d-standard-60c2d-highmem-32c3d-highmem-60c2d-standard-32c3d-standard-30c3d-highmem-30612182430SE +/- 0.63, N = 3SE +/- 0.37, N = 9SE +/- 0.46, N = 9SE +/- 0.29, N = 9SE +/- 0.27, N = 9SE +/- 0.23, N = 6SE +/- 0.23, N = 3SE +/- 0.12, N = 9SE +/- 0.08, N = 9SE +/- 0.07, N = 6SE +/- 0.19, N = 4SE +/- 0.17, N = 323.6122.5515.5715.3013.2913.0912.6312.5412.4212.4011.9411.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88n2d-standard-32n2d-highmem-32c2d-standard-32c3d-highmem-30c2d-highmem-32c3d-standard-30n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-604080120160200SE +/- 2.15, N = 3SE +/- 1.21, N = 3SE +/- 0.44, N = 3SE +/- 1.15, N = 3SE +/- 0.83, N = 3SE +/- 1.58, N = 3SE +/- 0.91, N = 3SE +/- 0.71, N = 3SE +/- 0.40, N = 3183.89181.47160.81157.65157.13156.49118.64113.57101.0195.9389.1788.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-highmem-60c2d-standard-32c3d-standard-30c3d-standard-60c3d-highmem-3048121620SE +/- 0.16, N = 3SE +/- 0.40, N = 9SE +/- 0.21, N = 9SE +/- 0.20, N = 9SE +/- 0.13, N = 6SE +/- 0.16, N = 9SE +/- 0.12, N = 9SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.09, N = 4SE +/- 0.03, N = 3SE +/- 0.06, N = 315.6215.4710.8310.299.328.968.558.468.458.218.207.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c2d-standard-32c2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-3048121620SE +/- 0.21, N = 3SE +/- 0.54, N = 9SE +/- 0.16, N = 9SE +/- 0.34, N = 9SE +/- 0.13, N = 6SE +/- 0.15, N = 9SE +/- 0.12, N = 9SE +/- 0.13, N = 6SE +/- 0.08, N = 9SE +/- 0.10, N = 3SE +/- 0.16, N = 4SE +/- 0.17, N = 315.5315.3510.8510.548.978.918.508.508.448.218.107.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-303691215SE +/- 0.47, N = 3SE +/- 0.24, N = 9SE +/- 0.27, N = 9SE +/- 0.15, N = 9SE +/- 0.03, N = 6SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.04, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 6SE +/- 0.14, N = 4SE +/- 0.10, N = 312.1611.618.197.926.796.716.606.466.456.446.276.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44c2d-standard-32n2d-standard-64n2d-highmem-64n2d-standard-32c2d-highmem-32n2d-highmem-32c2d-standard-56c3d-standard-30c3d-highmem-30c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 15.74, N = 3SE +/- 3.06, N = 3SE +/- 3.94, N = 3SE +/- 21.61, N = 3SE +/- 0.29, N = 3SE +/- 0.66, N = 3SE +/- 1.30, N = 3SE +/- 0.41, N = 3SE +/- 0.29, N = 3140.94136.61136.49117.87112.67110.4981.5576.8674.7974.2271.9169.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-60c2d-standard-32c3d-highmem-60c3d-standard-30c3d-highmem-3048121620SE +/- 0.55, N = 3SE +/- 0.32, N = 9SE +/- 0.42, N = 9SE +/- 0.19, N = 9SE +/- 0.30, N = 6SE +/- 0.10, N = 9SE +/- 0.12, N = 9SE +/- 0.16, N = 3SE +/- 0.16, N = 6SE +/- 0.13, N = 9SE +/- 0.09, N = 4SE +/- 0.18, N = 318.1017.9412.5712.1310.7310.049.969.909.759.579.488.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30510152025SE +/- 0.76, N = 3SE +/- 0.48, N = 9SE +/- 0.32, N = 9SE +/- 0.19, N = 9SE +/- 0.09, N = 6SE +/- 0.04, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 6SE +/- 0.09, N = 9SE +/- 0.11, N = 3SE +/- 0.08, N = 4SE +/- 0.11, N = 321.7020.3814.8214.5712.0411.9611.8711.8011.2611.2511.2010.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19n2d-standard-64n2d-highmem-64c2d-standard-32c2d-standard-56n2d-highmem-32n2d-standard-32c3d-standard-30c2d-highmem-32c3d-highmem-30c3d-standard-60c2d-highmem-56c3d-highmem-60306090120150SE +/- 1.50, N = 3SE +/- 21.40, N = 2SE +/- 0.70, N = 3SE +/- 0.62, N = 3SE +/- 0.93, N = 3SE +/- 0.26, N = 3SE +/- 0.28, N = 3SE +/- 0.79, N = 3150.17146.38125.81120.01118.49112.0792.6189.7988.3684.4178.3874.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96n2d-highmem-32n2d-standard-32c2d-highmem-32c3d-standard-30c2d-standard-32c2d-standard-56c3d-highmem-30n2d-highmem-64n2d-standard-64c2d-highmem-56c3d-standard-60c3d-highmem-60714212835SE +/- 0.45, N = 3SE +/- 3.38, N = 3SE +/- 0.44, N = 3SE +/- 1.51, N = 3SE +/- 2.41, N = 3SE +/- 0.65, N = 3SE +/- 0.23, N = 3SE +/- 0.53, N = 2SE +/- 0.07, N = 3SE +/- 0.09, N = 328.7528.6626.7125.0324.9923.8823.5123.3321.8717.4414.9414.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92n2d-highmem-64c2d-standard-32n2d-standard-64c2d-highmem-32n2d-standard-32n2d-highmem-32c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-56c3d-standard-60c3d-highmem-601122334455SE +/- 1.41, N = 3SE +/- 14.18, N = 3SE +/- 4.77, N = 3SE +/- 0.92, N = 3SE +/- 0.29, N = 3SE +/- 1.44, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.46, N = 346.3243.5140.4537.0334.9332.7831.2426.6424.2524.0423.3423.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-30c3d-standard-30c3d-highmem-6020406080100SE +/- 2.26, N = 3SE +/- 0.99, N = 3SE +/- 8.72, N = 3SE +/- 0.55, N = 3SE +/- 0.38, N = 3SE +/- 0.65, N = 3SE +/- 0.85, N = 3SE +/- 0.57, N = 3SE +/- 0.16, N = 399.8288.9472.1170.0461.4354.3152.9052.6651.1550.9650.3050.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08c2d-standard-32c2d-standard-56c2d-highmem-56c2d-highmem-32n2d-highmem-64n2d-standard-64n2d-highmem-32c3d-standard-60n2d-standard-32c3d-standard-30c3d-highmem-60c3d-highmem-3020406080100SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.35, N = 3SE +/- 1.03, N = 3SE +/- 0.20, N = 3SE +/- 1.15, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 4.21, N = 383.2082.8782.4681.9758.2154.7449.7249.0648.8647.3444.4641.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-303691215SE +/- 0.27, N = 3SE +/- 0.28, N = 9SE +/- 0.15, N = 9SE +/- 0.12, N = 9SE +/- 0.03, N = 6SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 9SE +/- 0.03, N = 6SE +/- 0.07, N = 3SE +/- 0.04, N = 49.989.496.836.786.066.055.755.745.525.485.115.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-303691215SE +/- 0.20, N = 3SE +/- 0.17, N = 9SE +/- 0.21, N = 9SE +/- 0.25, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 6SE +/- 0.15, N = 3SE +/- 0.04, N = 9SE +/- 0.13, N = 6SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.06, N = 49.519.046.826.746.005.905.595.555.455.365.054.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-60c3d-standard-30c3d-highmem-60c2d-standard-56c3d-highmem-30c2d-highmem-56510152025SE +/- 0.49, N = 3SE +/- 0.27, N = 3SE +/- 0.42, N = 9SE +/- 0.23, N = 8SE +/- 0.14, N = 8SE +/- 0.11, N = 6SE +/- 0.15, N = 3SE +/- 0.13, N = 4SE +/- 0.10, N = 9SE +/- 0.11, N = 8SE +/- 0.06, N = 3SE +/- 0.08, N = 621.7519.2014.8314.5912.1811.7211.4011.2011.2011.1611.1211.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52n2d-highmem-64n2d-standard-64n2d-highmem-32c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-32c3d-standard-60c2d-highmem-56c3d-highmem-60c3d-highmem-30c3d-standard-3020406080100SE +/- 1.77, N = 3SE +/- 0.36, N = 3SE +/- 1.71, N = 3SE +/- 1.29, N = 3SE +/- 0.95, N = 3SE +/- 0.41, N = 3SE +/- 0.12, N = 3SE +/- 0.80, N = 3SE +/- 0.07, N = 3101.7199.3682.6078.4577.1374.2771.7355.3855.3253.1252.9452.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-601020304050SE +/- 2.22, N = 3SE +/- 0.55, N = 3SE +/- 0.13, N = 3SE +/- 0.43, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 345.4637.6537.4833.5227.8027.5727.1726.2925.0824.6423.5123.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-30c3d-standard-60c2d-highmem-32c2d-standard-32c3d-highmem-303691215SE +/- 0.46, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 311.4611.308.127.266.746.506.486.416.376.156.065.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70c2d-standard-32c2d-highmem-32c2d-standard-56n2d-highmem-64n2d-standard-32c2d-highmem-56n2d-standard-64n2d-highmem-32c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60306090120150SE +/- 17.50, N = 3SE +/- 2.23, N = 3SE +/- 0.11, N = 3SE +/- 1.47, N = 3SE +/- 5.24, N = 3SE +/- 1.88, N = 3SE +/- 0.66, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 3SE +/- 1.52, N = 3135.64120.76111.26102.86101.99101.78100.4796.0993.4089.2375.9769.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-3020406080100SE +/- 1.19, N = 3SE +/- 0.81, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 1.57, N = 3SE +/- 2.84, N = 3SE +/- 1.55, N = 3SE +/- 0.86, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 392.5386.4784.6382.9958.2756.4152.9151.4549.3048.8647.6547.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c3d-standard-30c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-601020304050SE +/- 0.71, N = 3SE +/- 0.60, N = 3SE +/- 0.48, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 344.8140.6034.0633.6126.3626.0624.6224.5323.8323.7623.4523.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-303691215SE +/- 0.17, N = 3SE +/- 0.31, N = 9SE +/- 0.24, N = 9SE +/- 0.14, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 9SE +/- 0.04, N = 3SE +/- 0.05, N = 9SE +/- 0.03, N = 9SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.09, N = 311.7111.188.177.946.856.796.626.566.436.346.256.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-604080120160200SE +/- 1.94, N = 3SE +/- 1.03, N = 3SE +/- 10.80, N = 3SE +/- 4.92, N = 3SE +/- 2.88, N = 3SE +/- 0.56, N = 3SE +/- 0.67, N = 3SE +/- 1.92, N = 3SE +/- 0.43, N = 3161.33155.03138.95131.67126.89112.71101.75101.0793.4689.8887.6383.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-6020406080100SE +/- 1.59, N = 3SE +/- 2.16, N = 3SE +/- 6.80, N = 3SE +/- 5.26, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 382.2073.3465.2464.0360.0854.0547.8347.2943.7343.5842.6642.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c3d-standard-30c2d-highmem-32c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-6020406080100SE +/- 1.43, N = 3SE +/- 3.48, N = 3SE +/- 1.32, N = 3SE +/- 0.34, N = 3SE +/- 3.90, N = 3SE +/- 0.04, N = 3SE +/- 0.38, N = 3SE +/- 1.36, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 0.10, N = 381.6278.6665.9363.8156.6553.0752.3450.4346.6043.5943.4342.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-standard-32c2d-highmem-32c2d-highmem-56c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-301122334455SE +/- 1.05, N = 3SE +/- 0.92, N = 3SE +/- 0.03, N = 3SE +/- 1.18, N = 3SE +/- 0.30, N = 3SE +/- 0.35, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 348.0043.2036.0334.5534.0434.0032.5132.4226.3926.0225.1025.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-601428425670SE +/- 1.16, N = 3SE +/- 1.18, N = 3SE +/- 1.05, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.55, N = 3SE +/- 0.65, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 360.7855.8350.9648.7441.6140.5339.0138.0435.7334.2133.3631.861. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-30306090120150SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 3SE +/- 1.51, N = 3SE +/- 1.13, N = 3SE +/- 0.29, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3144.18144.12143.81143.58100.4498.8078.8978.3876.7976.7576.6475.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-601020304050SE +/- 0.38, N = 3SE +/- 1.22, N = 3SE +/- 0.96, N = 3SE +/- 0.42, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.17, N = 344.1040.1333.8933.3727.8827.4427.3326.1424.7524.4323.3523.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27n2d-highmem-64n2d-standard-64n2d-highmem-32c2d-standard-32n2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c3d-standard-60c2d-highmem-56c3d-highmem-60306090120150SE +/- 1.47, N = 3SE +/- 5.00, N = 3SE +/- 1.20, N = 3SE +/- 1.46, N = 3SE +/- 0.92, N = 3SE +/- 0.33, N = 3SE +/- 0.75, N = 3SE +/- 1.01, N = 3SE +/- 0.68, N = 3144.58137.78117.61111.40110.4090.4285.6884.3882.0479.9978.7376.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-6050100150200250SE +/- 0.57, N = 3SE +/- 0.58, N = 3SE +/- 6.34, N = 3SE +/- 2.31, N = 3SE +/- 1.54, N = 3SE +/- 0.19, N = 3SE +/- 0.99, N = 3SE +/- 0.53, N = 3SE +/- 0.51, N = 3224.69219.13198.38185.84154.34151.86144.74140.62124.80124.78120.24118.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c3d-standard-30c2d-highmem-32c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-6050100150200250SE +/- 23.03, N = 3SE +/- 0.13, N = 2SE +/- 4.48, N = 3SE +/- 1.53, N = 3SE +/- 1.65, N = 3SE +/- 2.15, N = 2SE +/- 0.73, N = 2220.44202.85201.62176.99158.71151.42145.77143.54131.37123.89117.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91n2d-highmem-64n2d-standard-64c2d-standard-32n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c3d-standard-60c3d-standard-30c3d-highmem-30c2d-highmem-56c3d-highmem-60510152025SE +/- 0.67, N = 3SE +/- 0.39, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.52, N = 3SE +/- 1.50, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.18, N = 3SE +/- 0.28, N = 3SE +/- 0.25, N = 319.3117.9315.3714.1813.1612.6212.4011.0711.0510.8310.4110.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-32c2d-highmem-56c3d-standard-60c3d-standard-30c3d-highmem-30c3d-highmem-60918273645SE +/- 0.66, N = 3SE +/- 0.17, N = 3SE +/- 1.19, N = 3SE +/- 0.85, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.71, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 336.9736.6728.6926.9724.0923.1822.0521.4320.5520.4219.9219.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92n2d-highmem-64n2d-standard-64c2d-standard-32c2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56n2d-highmem-32c3d-standard-30c3d-highmem-60c3d-highmem-30c3d-standard-601020304050SE +/- 1.23, N = 3SE +/- 0.98, N = 3SE +/- 6.07, N = 3SE +/- 0.70, N = 3SE +/- 2.27, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.93, N = 3SE +/- 0.12, N = 3SE +/- 1.47, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 342.6040.5834.8333.7333.1131.6930.6730.3624.9723.4823.1422.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46n2d-standard-64n2d-highmem-64c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 0.39, N = 3SE +/- 17.79, N = 3SE +/- 24.14, N = 3SE +/- 1.90, N = 3SE +/- 0.87, N = 3SE +/- 2.26, N = 3SE +/- 0.28, N = 3SE +/- 0.01, N = 3SE +/- 0.31, N = 3119.31118.29110.23100.0097.7596.9677.0276.7369.0968.1066.2064.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-30c3d-standard-60c3d-highmem-30246810SE +/- 0.12, N = 3SE +/- 0.09, N = 9SE +/- 0.15, N = 9SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.07, N = 6SE +/- 0.03, N = 9SE +/- 0.07, N = 6SE +/- 0.12, N = 9SE +/- 0.06, N = 4SE +/- 0.05, N = 3SE +/- 0.04, N = 37.537.165.795.784.944.884.744.714.624.604.484.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-6020406080100SE +/- 0.46, N = 3SE +/- 2.24, N = 3SE +/- 0.74, N = 3SE +/- 0.42, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 392.5985.4377.6170.3157.9955.9554.4652.9951.6751.5750.3250.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-32c2d-standard-32c2d-highmem-56c3d-standard-30c3d-highmem-60c3d-standard-60c3d-highmem-303691215SE +/- 0.27, N = 3SE +/- 0.28, N = 9SE +/- 0.18, N = 9SE +/- 0.24, N = 9SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 6SE +/- 0.09, N = 4SE +/- 0.04, N = 9SE +/- 0.20, N = 3SE +/- 0.04, N = 313.0312.339.779.587.917.877.857.847.407.337.327.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-601224364860SE +/- 1.44, N = 3SE +/- 0.88, N = 3SE +/- 0.21, N = 3SE +/- 0.26, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.41, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 354.6449.0745.2640.9734.2933.5432.8032.0031.4931.3829.9129.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-6020406080100SE +/- 1.81, N = 3SE +/- 0.82, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.30, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3108.06107.6688.1981.9766.1066.0562.7762.5261.8061.3559.3958.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73n2d-highmem-64n2d-standard-64c2d-standard-32n2d-standard-32n2d-highmem-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-601428425670SE +/- 0.34, N = 3SE +/- 0.33, N = 3SE +/- 4.84, N = 3SE +/- 0.97, N = 3SE +/- 0.41, N = 3SE +/- 0.23, N = 3SE +/- 0.53, N = 3SE +/- 0.63, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3SE +/- 0.59, N = 3SE +/- 0.15, N = 360.5357.5451.1750.1748.3841.6040.5939.7634.9434.5833.2533.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-6050100150200250SE +/- 2.52, N = 3SE +/- 2.20, N = 3SE +/- 22.58, N = 3SE +/- 6.24, N = 3SE +/- 0.46, N = 3SE +/- 1.40, N = 3SE +/- 1.03, N = 3SE +/- 0.06, N = 3SE +/- 0.58, N = 3208.62195.06171.09169.69165.85144.54141.89128.24117.83116.76114.27113.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c3d-highmem-30c3d-standard-30c2d-highmem-56c3d-standard-60c3d-highmem-6020406080100SE +/- 0.50, N = 3SE +/- 1.10, N = 3SE +/- 0.32, N = 3SE +/- 0.69, N = 3SE +/- 0.53, N = 3SE +/- 0.25, N = 3SE +/- 0.46, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 396.1591.9182.8475.1759.8359.3056.1056.0655.9955.5553.3752.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-30c3d-highmem-30c3d-standard-6020406080100SE +/- 0.55, N = 3SE +/- 0.16, N = 3SE +/- 2.40, N = 3SE +/- 0.07, N = 3SE +/- 0.35, N = 3SE +/- 0.35, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 0.75, N = 390.6783.4275.3667.8858.8955.3054.3454.2651.4251.0250.5149.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48n2d-standard-64n2d-highmem-64c2d-standard-32n2d-standard-32n2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 2.35, N = 3SE +/- 3.50, N = 3SE +/- 14.06, N = 3SE +/- 3.31, N = 3SE +/- 1.76, N = 3SE +/- 2.47, N = 3SE +/- 0.80, N = 3SE +/- 1.04, N = 3SE +/- 2.30, N = 3SE +/- 0.64, N = 3SE +/- 0.03, N = 3SE +/- 1.34, N = 3154.73153.77136.77133.28128.97109.70106.84104.5191.0489.5185.8784.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53n2d-highmem-64c2d-standard-32n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-6020406080100SE +/- 0.48, N = 3SE +/- 17.06, N = 3SE +/- 1.19, N = 3SE +/- 2.05, N = 3SE +/- 2.92, N = 3SE +/- 0.04, N = 3SE +/- 0.74, N = 3SE +/- 0.44, N = 3SE +/- 1.52, N = 3SE +/- 1.01, N = 3SE +/- 0.53, N = 3SE +/- 0.18, N = 390.2689.2789.2173.4873.3055.9155.4055.3353.2852.2450.9549.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46n2d-standard-64n2d-highmem-64c2d-standard-32n2d-standard-32n2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 1.83, N = 3SE +/- 1.39, N = 3SE +/- 18.33, N = 3SE +/- 5.01, N = 3SE +/- 1.61, N = 3SE +/- 2.40, N = 3SE +/- 1.28, N = 3SE +/- 3.17, N = 3SE +/- 0.42, N = 3SE +/- 0.03, N = 2SE +/- 0.63, N = 3SE +/- 0.12, N = 3143.16141.54135.11122.01121.39100.7396.9596.4990.9583.9981.5678.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-60306090120150SE +/- 3.28, N = 3SE +/- 1.64, N = 3SE +/- 2.47, N = 3SE +/- 3.35, N = 3SE +/- 0.38, N = 3SE +/- 0.40, N = 3SE +/- 0.88, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 3122.80115.49106.3194.5782.5080.0272.5772.1171.5169.7068.0667.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60918273645SE +/- 0.98, N = 3SE +/- 0.54, N = 3SE +/- 1.48, N = 3SE +/- 0.16, N = 3SE +/- 0.96, N = 3SE +/- 1.25, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 341.4541.0233.7532.5626.9426.9325.3825.1924.2724.0323.3722.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-32c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-60c2d-highmem-56306090120150SE +/- 0.35, N = 3SE +/- 1.14, N = 3SE +/- 0.73, N = 2SE +/- 1.16, N = 2140.89139.27108.48101.8992.8092.7985.7184.8083.6179.9879.7377.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-64n2d-highmem-32n2d-standard-64c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-6020406080100SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.79, N = 3SE +/- 2.61, N = 3SE +/- 0.28, N = 3SE +/- 2.82, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 390.9188.4780.5677.5471.2669.3869.1267.1861.7561.2651.6150.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-601224364860SE +/- 1.17, N = 3SE +/- 0.90, N = 3SE +/- 0.15, N = 3SE +/- 0.36, N = 3SE +/- 0.42, N = 3SE +/- 0.32, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.30, N = 3SE +/- 0.16, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 354.7551.5941.8041.2333.4233.2032.0231.7031.6331.1930.7530.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07n2d-highmem-64n2d-standard-64c2d-standard-32c2d-standard-56c2d-highmem-32n2d-highmem-32c2d-highmem-56n2d-standard-32c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60306090120150SE +/- 2.44, N = 3SE +/- 0.42, N = 3SE +/- 0.27, N = 3SE +/- 1.98, N = 3SE +/- 1.25, N = 3SE +/- 0.56, N = 3SE +/- 0.25, N = 3SE +/- 1.86, N = 3SE +/- 1.43, N = 3151.97144.70136.72133.68131.08127.11120.27113.1289.1689.0584.2084.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-60c2d-standard-32c3d-highmem-60c3d-highmem-30c3d-standard-303691215SE +/- 0.32, N = 3SE +/- 0.33, N = 9SE +/- 0.14, N = 9SE +/- 0.18, N = 9SE +/- 0.15, N = 6SE +/- 0.09, N = 9SE +/- 0.06, N = 9SE +/- 0.10, N = 3SE +/- 0.10, N = 6SE +/- 0.07, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 411.4010.938.598.487.387.196.956.896.796.546.356.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94c2d-standard-32c2d-highmem-32c2d-standard-56n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-6020406080100SE +/- 0.76, N = 3SE +/- 0.59, N = 3SE +/- 0.46, N = 3SE +/- 1.12, N = 3SE +/- 0.41, N = 3SE +/- 1.42, N = 3SE +/- 0.35, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 0.14, N = 3SE +/- 0.43, N = 3SE +/- 0.41, N = 397.3196.2793.6284.4979.1178.3878.2474.0370.4067.5665.2154.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c2d-standard-32c2d-highmem-32c3d-standard-60c3d-standard-30c3d-highmem-30246810SE +/- 0.10, N = 3SE +/- 0.22, N = 9SE +/- 0.12, N = 9SE +/- 0.16, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.09, N = 6SE +/- 0.02, N = 9SE +/- 0.04, N = 3SE +/- 0.07, N = 4SE +/- 0.07, N = 38.347.916.256.225.465.405.075.064.994.914.654.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-30c3d-standard-60140280420560700SE +/- 9.47, N = 3SE +/- 15.46, N = 3SE +/- 27.44, N = 3SE +/- 56.70, N = 3SE +/- 16.86, N = 3SE +/- 3.40, N = 3SE +/- 4.54, N = 3SE +/- 0.49, N = 3SE +/- 2.99, N = 3628.90604.65525.47512.23462.06441.58381.79366.92364.47353.02352.26350.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-60c3d-highmem-30c3d-standard-601.34332.68664.02995.37326.7165SE +/- 0.36, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 35.975.375.014.493.693.653.623.553.463.383.353.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.85, N = 3SE +/- 0.22, N = 9SE +/- 0.12, N = 9SE +/- 0.09, N = 9SE +/- 0.11, N = 9SE +/- 0.08, N = 6SE +/- 0.09, N = 6SE +/- 0.13, N = 9SE +/- 0.05, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 4SE +/- 0.08, N = 311.7911.258.488.177.567.487.096.986.806.796.666.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56510152025SE +/- 0.63, N = 3SE +/- 0.48, N = 9SE +/- 0.45, N = 9SE +/- 0.43, N = 9SE +/- 0.10, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 4SE +/- 0.18, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 9SE +/- 0.12, N = 9SE +/- 0.16, N = 620.7220.3317.9017.2713.5413.4112.9012.5512.2111.7411.6511.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-32c3d-standard-60c2d-highmem-56c3d-highmem-60c2d-standard-5620406080100SE +/- 0.73, N = 3SE +/- 1.01, N = 3SE +/- 5.58, N = 3SE +/- 1.71, N = 3SE +/- 5.71, N = 3SE +/- 2.92, N = 3SE +/- 0.29, N = 3SE +/- 0.45, N = 3SE +/- 0.58, N = 3SE +/- 0.09, N = 3SE +/- 0.68, N = 3SE +/- 0.12, N = 376.1775.7363.2062.0859.7356.7349.4647.8543.6043.3542.7242.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.34, N = 3SE +/- 0.19, N = 9SE +/- 0.15, N = 9SE +/- 0.17, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.05, N = 9SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 4SE +/- 0.08, N = 310.099.438.147.996.616.606.546.485.995.955.945.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-30c3d-standard-30c3d-highmem-60c3d-standard-6050100150200250SE +/- 0.93, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.35, N = 3SE +/- 0.62, N = 3SE +/- 0.71, N = 3SE +/- 0.42, N = 3SE +/- 0.31, N = 3SE +/- 0.61, N = 3226.59212.11194.71177.66141.96141.60136.15133.65133.58131.74129.93127.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63n2d-highmem-64c2d-standard-32n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-6020406080100SE +/- 1.92, N = 3SE +/- 17.18, N = 3SE +/- 2.59, N = 3SE +/- 2.14, N = 3SE +/- 0.67, N = 3SE +/- 0.21, N = 3SE +/- 1.15, N = 3SE +/- 1.01, N = 3SE +/- 0.41, N = 3SE +/- 0.84, N = 3SE +/- 0.65, N = 3SE +/- 0.22, N = 388.9888.8784.5473.1667.3655.8054.7154.1753.1051.9050.3750.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-standard-30c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-6020406080100SE +/- 0.17, N = 3SE +/- 1.29, N = 3SE +/- 1.27, N = 3SE +/- 2.38, N = 3SE +/- 0.49, N = 3SE +/- 0.80, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.34, N = 3SE +/- 0.32, N = 3SE +/- 0.37, N = 3SE +/- 0.19, N = 3106.99106.3386.4084.6969.1068.4965.0164.6364.3763.7261.2460.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-303691215SE +/- 0.15, N = 3SE +/- 0.32, N = 9SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.12, N = 3SE +/- 0.16, N = 4SE +/- 0.06, N = 311.3811.218.708.397.197.106.916.856.836.806.506.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c3d-standard-60c3d-highmem-6050100150200250SE +/- 2.76, N = 3SE +/- 4.69, N = 3SE +/- 4.94, N = 3SE +/- 1.88, N = 3SE +/- 5.14, N = 3SE +/- 1.18, N = 3SE +/- 4.60, N = 3SE +/- 0.51, N = 3SE +/- 0.88, N = 3SE +/- 0.82, N = 3SE +/- 0.61, N = 3SE +/- 0.09, N = 3210.66208.47188.77182.46159.59149.21149.17144.22126.48124.95120.36119.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c2d-standard-32c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.34, N = 9SE +/- 0.27, N = 3SE +/- 0.22, N = 9SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.10, N = 9SE +/- 0.08, N = 6SE +/- 0.05, N = 3SE +/- 0.05, N = 6SE +/- 0.08, N = 9SE +/- 0.10, N = 4SE +/- 0.06, N = 310.089.687.957.916.636.536.416.316.296.015.925.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-6050100150200250SE +/- 1.05, N = 3SE +/- 4.88, N = 3SE +/- 4.22, N = 3SE +/- 1.73, N = 3SE +/- 0.27, N = 3SE +/- 0.42, N = 3SE +/- 1.07, N = 3SE +/- 1.24, N = 3SE +/- 0.15, N = 3SE +/- 0.71, N = 3SE +/- 1.44, N = 3SE +/- 0.97, N = 3226.87218.66183.40176.55142.93141.64134.14133.92133.26132.73130.20128.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-32c2d-highmem-32c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-303691215SE +/- 0.95, N = 3SE +/- 0.30, N = 9SE +/- 0.20, N = 9SE +/- 0.13, N = 9SE +/- 0.14, N = 6SE +/- 0.09, N = 6SE +/- 0.04, N = 9SE +/- 0.06, N = 9SE +/- 0.12, N = 4SE +/- 0.19, N = 3SE +/- 0.12, N = 9SE +/- 0.16, N = 312.2912.149.489.197.757.667.547.507.257.087.076.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-303691215SE +/- 0.61, N = 3SE +/- 0.22, N = 9SE +/- 0.12, N = 9SE +/- 0.06, N = 9SE +/- 0.07, N = 6SE +/- 0.03, N = 9SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.05, N = 4SE +/- 0.10, N = 311.9711.859.228.957.807.697.487.367.297.176.896.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28n2d-highmem-64n2d-standard-64c2d-standard-32n2d-standard-32n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-60130260390520650SE +/- 12.16, N = 3SE +/- 5.68, N = 3SE +/- 64.34, N = 3SE +/- 26.31, N = 3SE +/- 15.27, N = 3SE +/- 6.40, N = 3SE +/- 14.98, N = 3SE +/- 5.42, N = 3SE +/- 2.78, N = 3SE +/- 6.60, N = 3SE +/- 1.85, N = 3SE +/- 0.87, N = 3608.49587.01509.90495.58490.14387.21384.38369.45363.40360.26350.18346.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c3d-highmem-30c3d-standard-30c2d-standard-56c3d-standard-60c3d-highmem-6020406080100SE +/- 0.47, N = 3SE +/- 1.52, N = 3SE +/- 0.82, N = 3SE +/- 1.33, N = 3SE +/- 0.40, N = 3SE +/- 0.64, N = 3SE +/- 0.36, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.34, N = 3SE +/- 0.30, N = 3SE +/- 0.35, N = 393.2089.9874.4372.6461.2360.0056.3856.1356.0856.0653.5753.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-30c3d-standard-60c3d-highmem-60306090120150SE +/- 1.50, N = 3SE +/- 2.64, N = 3SE +/- 2.65, N = 3SE +/- 2.83, N = 3SE +/- 5.89, N = 3SE +/- 0.49, N = 3SE +/- 1.51, N = 3SE +/- 0.18, N = 3SE +/- 0.30, N = 3SE +/- 1.01, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3117.71113.29100.8199.1196.7176.2574.2072.0672.0671.8368.1767.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c3d-standard-60c2d-standard-56c2d-highmem-56c3d-highmem-601326395265SE +/- 0.84, N = 6SE +/- 0.38, N = 9SE +/- 0.39, N = 5SE +/- 0.39, N = 7SE +/- 0.74, N = 3SE +/- 1.14, N = 2SE +/- 0.36, N = 4SE +/- 0.26, N = 4SE +/- 0.48, N = 358.2347.6746.6838.8238.6537.5037.0935.8734.4033.9533.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-603691215SE +/- 0.72, N = 3SE +/- 0.27, N = 9SE +/- 0.30, N = 9SE +/- 0.19, N = 9SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.17, N = 4SE +/- 0.19, N = 3SE +/- 0.10, N = 6SE +/- 0.13, N = 9SE +/- 0.07, N = 9SE +/- 0.08, N = 313.5713.1112.1512.039.759.428.988.838.718.478.237.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-60246810SE +/- 0.34, N = 3SE +/- 0.24, N = 9SE +/- 0.15, N = 9SE +/- 0.09, N = 9SE +/- 0.04, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 9SE +/- 0.07, N = 6SE +/- 0.02, N = 4SE +/- 0.10, N = 3SE +/- 0.03, N = 9SE +/- 0.10, N = 37.506.765.885.774.724.664.624.624.394.384.364.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30246810SE +/- 0.31, N = 3SE +/- 0.27, N = 9SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.34, N = 6SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 3SE +/- 0.07, N = 9SE +/- 0.03, N = 3SE +/- 0.03, N = 47.997.606.446.165.515.165.145.115.004.834.634.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22n2d-highmem-32n2d-standard-32n2d-highmem-64n2d-standard-64c3d-highmem-30c2d-highmem-32c2d-standard-32c3d-standard-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-6048121620SE +/- 1.07, N = 9SE +/- 0.17, N = 9SE +/- 0.60, N = 9SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 9SE +/- 0.09, N = 6SE +/- 0.13, N = 4SE +/- 0.21, N = 9SE +/- 0.14, N = 6SE +/- 0.15, N = 9SE +/- 0.19, N = 317.4516.2615.8615.3713.1212.8512.8212.8010.8310.6610.1510.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-30c3d-highmem-603691215SE +/- 0.18, N = 3SE +/- 0.30, N = 9SE +/- 0.05, N = 9SE +/- 0.13, N = 9SE +/- 0.07, N = 6SE +/- 0.03, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.08, N = 4SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 912.3411.989.629.627.957.907.757.657.437.407.307.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-301.1072.2143.3214.4285.535SE +/- 0.17, N = 9SE +/- 0.19, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 9SE +/- 0.06, N = 6SE +/- 0.03, N = 9SE +/- 0.03, N = 9SE +/- 0.06, N = 3SE +/- 0.04, N = 4SE +/- 0.04, N = 34.924.674.053.853.303.253.243.203.063.022.912.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79n2d-standard-64c2d-standard-56c2d-standard-32n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-highmem-56c3d-highmem-30c3d-standard-30c3d-standard-60c3d-highmem-60306090120150SE +/- 0.76, N = 2SE +/- 19.99, N = 3SE +/- 2.89, N = 3SE +/- 3.06, N = 3SE +/- 12.68, N = 3SE +/- 1.19, N = 3SE +/- 3.30, N = 3SE +/- 0.35, N = 3SE +/- 1.07, N = 3SE +/- 0.24, N = 3152.69147.43139.06130.47128.99122.52110.73102.1898.4393.0188.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85c2d-standard-32n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c3d-standard-30c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-601632486480SE +/- 0.10, N = 3SE +/- 0.36, N = 3SE +/- 3.29, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.38, N = 3SE +/- 1.05, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 373.0861.0658.9047.8747.1546.9746.7046.3244.3143.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-highmem-32c2d-standard-32c2d-standard-56c3d-highmem-60c3d-standard-30c3d-standard-60c3d-highmem-303691215SE +/- 0.13, N = 9SE +/- 0.21, N = 3SE +/- 0.11, N = 9SE +/- 0.23, N = 9SE +/- 0.07, N = 6SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 4SE +/- 0.04, N = 3SE +/- 0.08, N = 39.929.907.897.806.616.586.556.536.216.096.085.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32c3d-highmem-60c3d-highmem-30c3d-standard-30c3d-standard-60246810SE +/- 0.27, N = 9SE +/- 0.24, N = 3SE +/- 0.13, N = 9SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 9SE +/- 0.05, N = 6SE +/- 0.11, N = 9SE +/- 0.09, N = 3SE +/- 0.04, N = 4SE +/- 0.10, N = 38.057.626.456.185.365.255.195.125.074.894.754.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-300.84831.69662.54493.39324.2415SE +/- 0.28, N = 3SE +/- 0.08, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 9SE +/- 0.02, N = 9SE +/- 0.02, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.04, N = 3SE +/- 0.03, N = 4SE +/- 0.01, N = 33.773.343.052.992.452.442.432.432.332.312.252.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.54, N = 3SE +/- 0.29, N = 9SE +/- 0.24, N = 9SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.11, N = 6SE +/- 0.08, N = 9SE +/- 0.13, N = 6SE +/- 0.10, N = 3SE +/- 0.08, N = 9SE +/- 0.09, N = 4SE +/- 0.11, N = 39.339.317.597.526.616.466.346.286.075.745.615.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-32c3d-standard-30c2d-highmem-32c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60510152025SE +/- 0.41, N = 3SE +/- 0.50, N = 9SE +/- 0.52, N = 9SE +/- 0.25, N = 9SE +/- 0.11, N = 6SE +/- 0.36, N = 4SE +/- 0.07, N = 9SE +/- 0.11, N = 3SE +/- 0.29, N = 6SE +/- 0.17, N = 9SE +/- 0.19, N = 9SE +/- 0.08, N = 322.4922.3419.1818.8615.4515.3815.3815.1314.5114.2413.8713.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-highmem-30c3d-standard-30c3d-standard-603691215SE +/- 0.25, N = 3SE +/- 0.23, N = 9SE +/- 0.12, N = 9SE +/- 0.19, N = 9SE +/- 0.02, N = 6SE +/- 0.03, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.09, N = 3SE +/- 0.04, N = 4SE +/- 0.06, N = 38.978.797.327.315.865.835.805.795.565.465.435.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39n2d-highmem-64n2d-highmem-32n2d-standard-32n2d-standard-64c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-30c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56510152025SE +/- 0.12, N = 3SE +/- 0.37, N = 3SE +/- 0.84, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 319.5318.5218.2818.1913.9213.8813.6013.5312.3212.3012.2511.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-6048121620SE +/- 0.51, N = 3SE +/- 0.24, N = 9SE +/- 0.17, N = 9SE +/- 0.14, N = 9SE +/- 0.08, N = 6SE +/- 0.05, N = 9SE +/- 0.06, N = 4SE +/- 0.09, N = 3SE +/- 0.07, N = 6SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.08, N = 314.5714.4112.4812.1510.099.999.469.439.189.118.838.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-highmem-60c3d-highmem-30c3d-standard-601.24432.48863.73294.97726.2215SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 35.535.064.504.393.683.643.623.593.423.383.343.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-56c2d-highmem-32c2d-standard-56c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.15, N = 3SE +/- 0.25, N = 9SE +/- 0.18, N = 9SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.06, N = 6SE +/- 0.10, N = 9SE +/- 0.07, N = 9SE +/- 0.17, N = 3SE +/- 0.03, N = 9SE +/- 0.08, N = 4SE +/- 0.10, N = 39.279.047.597.506.276.226.216.145.925.705.635.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-603691215SE +/- 0.28, N = 3SE +/- 0.23, N = 9SE +/- 0.24, N = 9SE +/- 0.21, N = 9SE +/- 0.05, N = 9SE +/- 0.11, N = 6SE +/- 0.05, N = 9SE +/- 0.04, N = 6SE +/- 0.09, N = 4SE +/- 0.15, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 39.659.487.927.836.466.446.256.206.086.035.865.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c2d-highmem-56c2d-standard-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-301.0172.0343.0514.0685.085SE +/- 0.13, N = 3SE +/- 0.11, N = 9SE +/- 0.09, N = 9SE +/- 0.10, N = 9SE +/- 0.01, N = 9SE +/- 0.02, N = 9SE +/- 0.01, N = 6SE +/- 0.03, N = 6SE +/- 0.01, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 34.524.523.823.703.023.003.002.972.872.832.812.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q85c2d-highmem-32c2d-standard-32c2d-standard-56n2d-highmem-32n2d-standard-32c2d-highmem-56c3d-standard-60c3d-highmem-30c3d-standard-30c3d-highmem-601632486480SE +/- 0.98, N = 3SE +/- 2.94, N = 3SE +/- 0.82, N = 3SE +/- 0.87, N = 3SE +/- 0.32, N = 3SE +/- 0.75, N = 3SE +/- 0.21, N = 3SE +/- 0.34, N = 374.1372.7072.5366.9960.1049.6547.8447.5447.0945.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12n2d-standard-64n2d-highmem-32n2d-highmem-64n2d-standard-32c2d-standard-56c3d-standard-60c3d-standard-30c2d-highmem-32c2d-highmem-56c2d-standard-32c3d-highmem-60c3d-highmem-301.06652.1333.19954.2665.3325SE +/- 0.29, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 34.744.624.363.793.403.163.153.153.133.122.982.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-highmem-30c3d-standard-60c3d-standard-301.11382.22763.34144.45525.569SE +/- 0.24, N = 3SE +/- 0.13, N = 9SE +/- 0.12, N = 9SE +/- 0.08, N = 9SE +/- 0.02, N = 9SE +/- 0.01, N = 6SE +/- 0.04, N = 6SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 44.954.714.114.083.353.333.293.293.133.063.043.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-highmem-30c3d-standard-60c3d-standard-300.80551.6112.41653.2224.0275SE +/- 0.12, N = 9SE +/- 0.11, N = 3SE +/- 0.08, N = 9SE +/- 0.03, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 9SE +/- 0.03, N = 6SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 43.583.223.042.952.492.462.462.422.362.332.302.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c2d-standard-32c2d-highmem-32c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-300.80331.60662.40993.21324.0165SE +/- 0.15, N = 3SE +/- 0.04, N = 9SE +/- 0.10, N = 9SE +/- 0.08, N = 9SE +/- 0.01, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 33.573.363.112.962.472.472.442.432.302.282.242.211. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-603691215SE +/- 0.28, N = 3SE +/- 0.28, N = 9SE +/- 0.10, N = 9SE +/- 0.11, N = 9SE +/- 0.08, N = 6SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 9SE +/- 0.05, N = 4SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 99.289.187.937.596.396.346.326.245.955.895.795.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c3d-standard-60c2d-standard-32c2d-highmem-56c2d-highmem-32c3d-highmem-30c3d-highmem-60c3d-standard-301.03282.06563.09844.13125.164SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.594.434.203.683.403.203.183.173.163.012.962.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-301.10932.21863.32794.43725.5465SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 34.934.544.484.053.573.453.413.403.303.193.163.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-601326395265SE +/- 1.12, N = 3SE +/- 0.86, N = 3SE +/- 1.27, N = 3SE +/- 1.17, N = 3SE +/- 0.66, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.30, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 3SE +/- 0.38, N = 3SE +/- 0.43, N = 358.9357.1356.9155.3848.5848.2044.3544.1242.7542.1237.5137.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79c2d-standard-32n2d-highmem-32n2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-60306090120150SE +/- 16.45, N = 3SE +/- 2.01, N = 3SE +/- 3.21, N = 3SE +/- 0.43, N = 3SE +/- 2.36, N = 3SE +/- 0.13, N = 2SE +/- 0.18, N = 3SE +/- 0.10, N = 3138.25135.94130.70104.37102.7697.5992.3791.6088.5487.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94c2d-highmem-32c2d-standard-32c2d-standard-56c2d-highmem-56n2d-standard-64n2d-highmem-32n2d-highmem-64n2d-standard-32c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-6020406080100SE +/- 0.71, N = 3SE +/- 0.42, N = 3SE +/- 0.21, N = 3SE +/- 0.28, N = 3SE +/- 0.69, N = 3SE +/- 0.35, N = 3SE +/- 0.68, N = 3SE +/- 0.30, N = 3SE +/- 1.32, N = 395.5095.3692.4690.7090.5885.5984.6978.3568.8166.8464.7261.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21n2d-standard-64c2d-standard-56n2d-highmem-64c2d-highmem-56c2d-standard-32n2d-highmem-32c2d-highmem-32n2d-standard-32c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-3048121620SE +/- 0.05, N = 3SE +/- 0.43, N = 3SE +/- 0.25, N = 3SE +/- 1.19, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 314.4113.4113.3313.2113.0712.1812.1612.009.649.409.359.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-highmem-30c2d-standard-56c3d-highmem-60c3d-standard-601326395265SE +/- 0.83, N = 3SE +/- 0.64, N = 3SE +/- 0.19, N = 2SE +/- 0.09, N = 2SE +/- 0.33, N = 258.2354.0745.1144.2141.8241.4938.9137.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98n2d-highmem-32n2d-standard-64n2d-highmem-64n2d-standard-32c2d-standard-56c2d-standard-32c2d-highmem-32c2d-highmem-56c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-301.12952.2593.38854.5185.6475SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.00, N = 2SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 35.024.954.744.123.553.543.533.513.373.373.353.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45n2d-highmem-32n2d-standard-32c2d-standard-56c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-301428425670SE +/- 1.10, N = 2SE +/- 1.99, N = 3SE +/- 1.17, N = 3SE +/- 0.57, N = 2SE +/- 0.42, N = 361.5154.4646.3645.8944.1543.3441.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-561428425670SE +/- 4.18, N = 7SE +/- 0.57, N = 9SE +/- 0.84, N = 6SE +/- 1.04, N = 9SE +/- 0.05, N = 3SE +/- 1.63, N = 3SE +/- 0.26, N = 264.4062.1352.1652.1449.6648.2747.3643.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c2d-standard-56c3d-highmem-3020406080100SE +/- 0.20, N = 2SE +/- 0.63, N = 3SE +/- 0.38, N = 3SE +/- 0.45, N = 2104.4393.6178.2976.1175.4074.5370.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-601326395265SE +/- 0.50, N = 3SE +/- 0.76, N = 3SE +/- 0.35, N = 3SE +/- 0.95, N = 2SE +/- 0.59, N = 2SE +/- 0.56, N = 256.2753.3546.2145.4042.6642.3841.1439.4538.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-561020304050SE +/- 0.96, N = 8SE +/- 0.21, N = 7SE +/- 0.30, N = 6SE +/- 0.24, N = 9SE +/- 0.77, N = 2SE +/- 0.19, N = 4SE +/- 0.62, N = 2SE +/- 0.88, N = 246.0346.0238.0337.5335.9435.8432.2431.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c2d-standard-56c3d-standard-30c3d-highmem-301428425670SE +/- 0.37, N = 3SE +/- 0.24, N = 3SE +/- 0.66, N = 3SE +/- 0.37, N = 3SE +/- 0.52, N = 363.4656.8148.3848.0244.9044.0843.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32c3d-highmem-30c3d-standard-3060120180240300SE +/- 19.41, N = 3SE +/- 0.66, N = 3SE +/- 12.21, N = 2SE +/- 4.94, N = 3279.18229.33229.10220.11194.65190.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-64c2d-standard-32n2d-standard-64n2d-highmem-32c3d-highmem-30c3d-standard-60c3d-standard-30c3d-highmem-603691215SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 1.59, N = 3SE +/- 0.51, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 313.5813.5513.4913.2313.2213.0812.6111.589.639.449.399.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-56c2d-standard-56612182430SE +/- 0.99, N = 9SE +/- 0.52, N = 8SE +/- 0.17, N = 8SE +/- 0.34, N = 6SE +/- 0.30, N = 3SE +/- 0.42, N = 3SE +/- 0.04, N = 2SE +/- 0.35, N = 327.5927.4222.0321.6420.8620.2119.1119.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98n2d-highmem-64n2d-standard-32n2d-standard-64n2d-highmem-32c2d-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-301.08232.16463.24694.32925.4115SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 34.814.664.584.483.533.523.473.463.403.343.343.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30c2d-standard-56c2d-highmem-5648121620SE +/- 0.74, N = 8SE +/- 0.20, N = 7SE +/- 0.07, N = 5SE +/- 0.17, N = 7SE +/- 0.18, N = 4SE +/- 0.06, N = 3SE +/- 0.17, N = 5SE +/- 0.10, N = 217.2216.5913.5713.5512.5512.5412.3511.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-301224364860SE +/- 2.08, N = 5SE +/- 0.65, N = 5SE +/- 0.60, N = 4SE +/- 0.37, N = 4SE +/- 0.81, N = 451.4247.6740.4338.3737.5436.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-561020304050SE +/- 0.70, N = 9SE +/- 0.40, N = 7SE +/- 0.25, N = 8SE +/- 0.11, N = 6SE +/- 0.22, N = 4SE +/- 0.34, N = 3SE +/- 0.24, N = 342.4041.5934.6833.6633.2332.3930.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11n2d-standard-32n2d-highmem-32c2d-highmem-32c3d-highmem-30c3d-standard-30918273645SE +/- 1.49, N = 2SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 437.3434.6828.9626.7326.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30816243240SE +/- 2.49, N = 4SE +/- 0.79, N = 7SE +/- 0.28, N = 4SE +/- 0.21, N = 7SE +/- 0.22, N = 4SE +/- 0.23, N = 336.2933.2327.7127.4027.0325.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q15c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32c3d-standard-301122334455SE +/- 0.18, N = 2SE +/- 1.65, N = 2SE +/- 2.02, N = 248.7847.8445.4742.6435.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c2d-standard-56c3d-standard-30c3d-highmem-30714212835SE +/- 0.16, N = 4SE +/- 0.29, N = 4SE +/- 0.12, N = 4SE +/- 0.07, N = 2SE +/- 0.39, N = 331.7731.1525.6725.2224.4623.7022.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q65n2d-standard-32n2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-32100200300400500SE +/- 27.64, N = 2SE +/- 19.35, N = 3SE +/- 12.25, N = 3SE +/- 3.34, N = 2SE +/- 2.20, N = 2455.89417.34357.63345.35343.58330.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30510152025SE +/- 0.86, N = 9SE +/- 0.25, N = 9SE +/- 0.27, N = 6SE +/- 0.23, N = 9SE +/- 0.17, N = 4SE +/- 0.30, N = 319.2618.3915.6015.4714.1914.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40c2d-standard-32n2d-standard-32c2d-highmem-32n2d-highmem-32c3d-highmem-30c3d-standard-301428425670SE +/- 0.61, N = 3SE +/- 0.82, N = 3SE +/- 1.31, N = 3SE +/- 0.35, N = 361.9561.3458.2055.2246.9945.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30816243240SE +/- 0.91, N = 6SE +/- 0.50, N = 3SE +/- 0.17, N = 4SE +/- 0.26, N = 8SE +/- 0.36, N = 3SE +/- 0.04, N = 334.8332.8327.8527.6727.0625.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-301326395265SE +/- 1.08, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.65, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 358.2757.2948.6548.3143.9242.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-301224364860SE +/- 0.67, N = 3SE +/- 0.63, N = 3SE +/- 1.04, N = 3SE +/- 1.22, N = 3SE +/- 0.52, N = 3SE +/- 0.47, N = 353.7452.5545.1144.4843.5542.3240.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51n2d-highmem-32n2d-standard-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-3260120180240300SE +/- 3.00, N = 3SE +/- 8.95, N = 3SE +/- 5.65, N = 3SE +/- 1.04, N = 3SE +/- 1.82, N = 3285.88270.89232.03226.69218.30216.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-601020304050SE +/- 0.63, N = 3SE +/- 0.98, N = 3SE +/- 0.23, N = 3SE +/- 0.37, N = 3SE +/- 0.49, N = 3SE +/- 0.63, N = 2SE +/- 0.22, N = 2SE +/- 0.13, N = 3SE +/- 0.17, N = 2SE +/- 0.29, N = 344.2443.9641.9141.3040.2840.0235.2834.7234.1633.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17c2d-standard-32n2d-standard-32c2d-highmem-32n2d-highmem-32c3d-highmem-30c3d-standard-3050100150200250SE +/- 5.43, N = 3SE +/- 1.96, N = 2SE +/- 0.27, N = 2SE +/- 1.11, N = 2SE +/- 5.84, N = 3SE +/- 0.67, N = 2237.26236.28233.41215.32186.70181.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-30510152025SE +/- 0.75, N = 7SE +/- 0.33, N = 7SE +/- 0.29, N = 7SE +/- 0.22, N = 4SE +/- 0.12, N = 2SE +/- 0.12, N = 319.1218.5815.2315.1814.7414.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51n2d-highmem-32n2d-standard-32c2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-3260120180240300SE +/- 32.43, N = 3SE +/- 4.73, N = 3SE +/- 14.30, N = 3SE +/- 1.08, N = 3SE +/- 2.47, N = 3SE +/- 1.08, N = 3291.69278.97241.95231.04227.96223.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30816243240SE +/- 1.22, N = 8SE +/- 0.51, N = 5SE +/- 0.17, N = 4SE +/- 0.25, N = 5SE +/- 0.16, N = 4SE +/- 0.17, N = 333.9832.6427.7727.5926.3326.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65n2d-standard-32n2d-highmem-32c3d-highmem-30c2d-standard-32c3d-standard-30c2d-highmem-3290180270360450SE +/- 13.10, N = 3SE +/- 8.97, N = 3SE +/- 2.26, N = 2SE +/- 18.45, N = 3SE +/- 3.93, N = 2SE +/- 3.33, N = 3431.16393.15381.94375.15337.22337.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67n2d-standard-32n2d-highmem-32c3d-highmem-30c2d-standard-32c3d-standard-30c2d-highmem-321224364860SE +/- 1.24, N = 9SE +/- 0.89, N = 9SE +/- 0.20, N = 3SE +/- 0.43, N = 6SE +/- 0.32, N = 4SE +/- 0.45, N = 954.8952.8944.8844.5244.4844.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72n2d-standard-32n2d-highmem-32c2d-highmem-32c3d-standard-304080120160200SE +/- 0.59, N = 2186.61173.97169.74151.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72n2d-highmem-32n2d-standard-32c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-3020406080100SE +/- 0.68, N = 5SE +/- 0.82, N = 4SE +/- 0.33, N = 6SE +/- 0.97, N = 4SE +/- 0.05, N = 283.7783.1574.2673.5969.1068.531. (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: 10000 - Q81n2d-standard-322040608010089.931. (CC) gcc options: -O3 -fcommon -lm

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54c2d-standard-32n2d-highmem-32n2d-standard-32c3d-standard-30c3d-highmem-304080120160200SE +/- 5.41, N = 2SE +/- 9.87, N = 3168.75162.73156.77134.24122.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18c2d-highmem-32c2d-standard-32n2d-highmem-32n2d-standard-32c3d-highmem-30c3d-standard-304080120160200SE +/- 6.45, N = 3SE +/- 13.55, N = 3SE +/- 6.08, N = 3SE +/- 4.94, N = 3SE +/- 8.64, N = 3SE +/- 0.25, N = 3165.44155.3699.2798.3388.6679.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91n2d-highmem-64c2d-standard-32c2d-highmem-32n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-56c3d-highmem-30c3d-standard-60c3d-highmem-60c3d-standard-30714212835SE +/- 1.09, N = 3SE +/- 2.45, N = 3SE +/- 4.15, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 1.69, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.22, N = 331.1530.8930.4026.6326.3925.0223.3323.1819.8617.7116.9716.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42c2d-highmem-32c2d-standard-32n2d-standard-32n2d-highmem-32n2d-highmem-64c3d-highmem-30c3d-standard-30n2d-standard-64c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-601632486480SE +/- 0.85, N = 3SE +/- 5.43, N = 3SE +/- 4.98, N = 3SE +/- 1.66, N = 3SE +/- 0.26, N = 3SE +/- 2.50, N = 3SE +/- 0.46, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 371.9269.1349.8542.1239.3239.0835.0534.7223.7921.8220.7720.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c3d-standard-30c3d-highmem-60c3d-standard-60c3d-highmem-30306090120150SE +/- 1.63, N = 3SE +/- 0.65, N = 3SE +/- 6.55, N = 3SE +/- 0.80, N = 3SE +/- 2.02, N = 3SE +/- 0.49, N = 3SE +/- 3.49, N = 3SE +/- 4.41, N = 3SE +/- 6.72, N = 3141.69137.83136.05126.23101.0095.7479.3876.2375.7273.3571.5065.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82c2d-standard-56c2d-standard-32c2d-highmem-32n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c3d-standard-30c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-highmem-601530456075SE +/- 2.33, N = 3SE +/- 4.75, N = 3SE +/- 8.72, N = 3SE +/- 0.95, N = 3SE +/- 1.15, N = 3SE +/- 0.57, N = 3SE +/- 1.73, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 2.80, N = 3SE +/- 0.05, N = 3SE +/- 0.49, N = 366.3366.1758.3656.5255.4547.1744.8942.0740.8238.7638.4333.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76c2d-standard-32c3d-standard-30n2d-standard-32n2d-highmem-64n2d-standard-64n2d-highmem-32c2d-highmem-32c3d-highmem-30c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-6050100150200250SE +/- 10.71, N = 3SE +/- 0.18, N = 3SE +/- 1.73, N = 3SE +/- 4.63, N = 3SE +/- 3.24, N = 3SE +/- 6.03, N = 3SE +/- 6.90, N = 3SE +/- 6.97, N = 3SE +/- 1.43, N = 3SE +/- 1.32, N = 3SE +/- 1.25, N = 3SE +/- 1.10, N = 3235.58142.07139.44130.71127.76100.0098.7995.1377.6077.5474.1673.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71c2d-standard-32c2d-standard-56n2d-standard-64c2d-highmem-32n2d-highmem-64n2d-standard-32c3d-standard-30n2d-highmem-32c3d-standard-60c3d-highmem-30c2d-highmem-56c3d-highmem-6050100150200250SE +/- 11.50, N = 3SE +/- 6.71, N = 3SE +/- 4.38, N = 3SE +/- 22.28, N = 3SE +/- 5.78, N = 3SE +/- 4.65, N = 3SE +/- 0.31, N = 3SE +/- 7.54, N = 3SE +/- 4.02, N = 3SE +/- 5.48, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3232.17231.94167.40158.83153.41151.07140.27127.71123.82108.1791.1686.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52c2d-standard-32n2d-standard-64n2d-highmem-64c2d-standard-56n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-highmem-32c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30306090120150SE +/- 20.07, N = 3SE +/- 1.69, N = 3SE +/- 4.94, N = 3SE +/- 0.25, N = 3SE +/- 3.19, N = 3SE +/- 3.66, N = 3SE +/- 1.26, N = 3SE +/- 5.01, N = 3SE +/- 0.35, N = 3SE +/- 1.19, N = 3SE +/- 0.48, N = 3SE +/- 0.27, N = 3117.31106.22104.0377.7176.8474.3474.1362.3855.2554.5253.5553.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44c2d-standard-32n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c3d-highmem-30c2d-highmem-32c3d-standard-30c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-604080120160200SE +/- 38.28, N = 3SE +/- 1.37, N = 3SE +/- 1.76, N = 3SE +/- 7.63, N = 3SE +/- 7.05, N = 3SE +/- 16.11, N = 3SE +/- 1.79, N = 3SE +/- 1.47, N = 3SE +/- 0.26, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3162.32124.34120.18112.54106.03104.4093.3393.2088.3773.8271.8469.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39n2d-highmem-64n2d-standard-32n2d-highmem-32n2d-standard-64c2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-30c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60510152025SE +/- 0.93, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 3SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.17, N = 3SE +/- 0.45, N = 3SE +/- 0.55, N = 3SE +/- 0.28, N = 3SE +/- 0.32, N = 319.1718.5517.8716.8714.8013.7513.3513.2112.9712.3912.1712.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37c2d-standard-32c2d-highmem-32n2d-standard-32n2d-highmem-32n2d-standard-64c3d-highmem-30c3d-standard-30c2d-standard-56n2d-highmem-64c3d-standard-60c2d-highmem-56c3d-highmem-601020304050SE +/- 2.31, N = 3SE +/- 3.96, N = 3SE +/- 1.03, N = 3SE +/- 1.13, N = 3SE +/- 0.27, N = 3SE +/- 1.59, N = 3SE +/- 0.49, N = 3SE +/- 0.77, N = 3SE +/- 0.74, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 343.3833.3829.0127.1726.1325.3024.6324.2224.0418.5316.7615.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32c2d-standard-32c2d-standard-56c2d-highmem-32n2d-standard-32c3d-standard-30c3d-highmem-30c2d-highmem-56n2d-highmem-32n2d-standard-64n2d-highmem-64c3d-standard-60c3d-highmem-60306090120150SE +/- 19.88, N = 3SE +/- 3.75, N = 3SE +/- 9.72, N = 3SE +/- 3.60, N = 3SE +/- 3.46, N = 3SE +/- 11.21, N = 3SE +/- 0.72, N = 3SE +/- 2.65, N = 3SE +/- 1.33, N = 3SE +/- 1.73, N = 3SE +/- 0.19, N = 3SE +/- 1.01, N = 3116.7583.3267.5060.1958.7156.7851.5851.1049.9249.6437.7234.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26c2d-standard-32c2d-highmem-32c2d-standard-56n2d-standard-32n2d-highmem-32c3d-highmem-30n2d-standard-64n2d-highmem-64c3d-standard-30c2d-highmem-56c3d-standard-60c3d-highmem-6020406080100SE +/- 10.53, N = 3SE +/- 0.09, N = 3SE +/- 0.95, N = 3SE +/- 3.65, N = 3SE +/- 3.30, N = 3SE +/- 4.50, N = 3SE +/- 0.50, N = 3SE +/- 0.99, N = 3SE +/- 0.33, N = 3SE +/- 0.79, N = 3SE +/- 0.27, N = 3SE +/- 0.72, N = 398.7677.4672.3456.6256.5455.2255.0454.6046.5244.4831.8229.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09c2d-standard-32c2d-highmem-32c3d-highmem-30n2d-standard-32n2d-highmem-32c3d-standard-30n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-56c3d-standard-60c3d-highmem-6080160240320400SE +/- 124.09, N = 3SE +/- 103.25, N = 3SE +/- 47.53, N = 3SE +/- 43.25, N = 3SE +/- 16.14, N = 3SE +/- 0.26, N = 3SE +/- 1.96, N = 3SE +/- 1.11, N = 3SE +/- 0.86, N = 3SE +/- 0.93, N = 3SE +/- 0.24, N = 3SE +/- 0.13, N = 3349.11318.45201.53168.83146.60114.3693.3785.2182.9271.6965.9263.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07c2d-highmem-32c2d-standard-32n2d-highmem-64n2d-standard-64c2d-standard-56c2d-highmem-56n2d-standard-32n2d-highmem-32c3d-standard-30c3d-highmem-30c3d-highmem-60c3d-standard-604080120160200SE +/- 12.42, N = 3SE +/- 21.32, N = 3SE +/- 1.97, N = 3SE +/- 1.89, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 4.14, N = 3SE +/- 0.88, N = 3SE +/- 0.40, N = 3SE +/- 5.53, N = 3SE +/- 1.58, N = 3SE +/- 0.57, N = 3178.82177.42147.62143.87137.66132.57118.01113.72105.69100.1586.0182.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c3d-standard-60c2d-standard-56c2d-standard-32c2d-highmem-56c2d-highmem-32c3d-highmem-60c3d-standard-30c3d-highmem-30246810SE +/- 0.27, N = 9SE +/- 0.53, N = 3SE +/- 0.21, N = 9SE +/- 0.19, N = 9SE +/- 0.37, N = 3SE +/- 0.10, N = 9SE +/- 0.11, N = 6SE +/- 0.16, N = 6SE +/- 0.12, N = 9SE +/- 0.17, N = 9SE +/- 0.09, N = 4SE +/- 0.05, N = 38.097.906.586.155.335.245.225.135.084.964.844.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-56c2d-highmem-32c2d-standard-32c2d-highmem-56c3d-standard-30c3d-highmem-60c3d-standard-60c3d-highmem-301.12952.2593.38854.5185.6475SE +/- 0.20, N = 9SE +/- 0.23, N = 3SE +/- 0.11, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.10, N = 6SE +/- 0.08, N = 6SE +/- 0.06, N = 4SE +/- 0.06, N = 9SE +/- 0.07, N = 3SE +/- 0.09, N = 35.024.944.434.373.703.643.633.593.443.393.363.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-highmem-32c3d-standard-30c2d-standard-32c3d-highmem-60c3d-standard-60c3d-highmem-30246810SE +/- 0.45, N = 3SE +/- 0.19, N = 9SE +/- 0.16, N = 9SE +/- 0.17, N = 9SE +/- 0.14, N = 6SE +/- 0.10, N = 9SE +/- 0.21, N = 9SE +/- 0.29, N = 4SE +/- 0.20, N = 6SE +/- 0.10, N = 9SE +/- 0.20, N = 3SE +/- 0.12, N = 36.035.665.024.984.464.354.254.214.103.843.663.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-56c2d-standard-32c2d-highmem-56c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-603691215SE +/- 0.39, N = 3SE +/- 0.34, N = 9SE +/- 0.27, N = 9SE +/- 0.27, N = 9SE +/- 0.11, N = 9SE +/- 0.14, N = 9SE +/- 0.16, N = 6SE +/- 0.33, N = 6SE +/- 0.28, N = 4SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 912.3411.6910.8110.378.988.608.548.518.237.917.207.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-standard-32c3d-standard-30c2d-highmem-56c3d-standard-60c2d-highmem-32c3d-highmem-30c3d-highmem-60246810SE +/- 0.23, N = 9SE +/- 0.25, N = 3SE +/- 0.15, N = 9SE +/- 0.15, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 6SE +/- 0.03, N = 4SE +/- 0.04, N = 6SE +/- 0.13, N = 3SE +/- 0.06, N = 9SE +/- 0.05, N = 3SE +/- 0.06, N = 97.577.006.336.215.255.014.964.964.874.874.724.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-3048121620SE +/- 0.50, N = 3SE +/- 0.38, N = 9SE +/- 0.23, N = 9SE +/- 0.23, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 9SE +/- 0.08, N = 9SE +/- 0.32, N = 3SE +/- 0.18, N = 6SE +/- 0.14, N = 9SE +/- 0.07, N = 4SE +/- 0.04, N = 315.3414.9410.7710.639.379.288.928.908.838.687.947.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c3d-highmem-30c3d-standard-303691215SE +/- 0.37, N = 3SE +/- 0.39, N = 9SE +/- 0.22, N = 9SE +/- 0.15, N = 9SE +/- 0.12, N = 6SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.09, N = 6SE +/- 0.03, N = 3SE +/- 0.08, N = 410.3210.047.467.416.696.506.145.915.895.815.425.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-303691215SE +/- 0.36, N = 3SE +/- 0.43, N = 9SE +/- 0.17, N = 9SE +/- 0.11, N = 9SE +/- 0.09, N = 6SE +/- 0.28, N = 9SE +/- 0.19, N = 6SE +/- 0.12, N = 9SE +/- 0.21, N = 3SE +/- 0.15, N = 9SE +/- 0.39, N = 3SE +/- 0.13, N = 411.7610.698.658.467.707.016.786.686.626.546.316.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c3d-standard-60c2d-standard-32c2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.14, N = 3SE +/- 0.09, N = 9SE +/- 0.20, N = 9SE +/- 0.32, N = 9SE +/- 0.42, N = 3SE +/- 0.19, N = 6SE +/- 0.21, N = 9SE +/- 0.15, N = 9SE +/- 0.19, N = 6SE +/- 0.13, N = 9SE +/- 0.36, N = 4SE +/- 0.02, N = 310.9710.748.968.837.227.157.127.117.046.866.796.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c2d-highmem-32c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30246810SE +/- 0.05, N = 3SE +/- 0.42, N = 9SE +/- 0.15, N = 9SE +/- 0.09, N = 9SE +/- 0.14, N = 6SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.14, N = 9SE +/- 0.12, N = 3SE +/- 0.11, N = 9SE +/- 0.21, N = 3SE +/- 0.15, N = 48.408.276.366.015.635.435.345.145.105.054.524.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-3048121620SE +/- 0.78, N = 3SE +/- 0.69, N = 9SE +/- 0.20, N = 9SE +/- 0.08, N = 9SE +/- 0.19, N = 9SE +/- 0.26, N = 6SE +/- 0.16, N = 9SE +/- 0.19, N = 3SE +/- 0.08, N = 6SE +/- 0.08, N = 9SE +/- 0.10, N = 4SE +/- 0.06, N = 316.0415.1410.029.329.279.258.768.527.887.887.667.121. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-30c3d-standard-3048121620SE +/- 0.64, N = 3SE +/- 0.66, N = 9SE +/- 0.21, N = 9SE +/- 0.19, N = 9SE +/- 0.11, N = 6SE +/- 0.38, N = 9SE +/- 0.15, N = 9SE +/- 0.07, N = 9SE +/- 0.18, N = 6SE +/- 0.76, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 414.6614.0110.139.718.378.308.147.957.767.607.437.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-highmem-32c2d-standard-56c2d-standard-32c3d-standard-60c3d-highmem-60c3d-standard-30c3d-highmem-303691215SE +/- 0.44, N = 3SE +/- 0.39, N = 9SE +/- 0.21, N = 9SE +/- 0.14, N = 9SE +/- 0.26, N = 6SE +/- 0.19, N = 9SE +/- 0.26, N = 9SE +/- 0.15, N = 6SE +/- 0.33, N = 3SE +/- 0.15, N = 9SE +/- 0.10, N = 4SE +/- 0.10, N = 312.2011.769.849.618.398.348.007.817.367.257.217.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-32c2d-highmem-32c2d-standard-56c3d-highmem-60c3d-standard-60c3d-standard-30c3d-highmem-303691215SE +/- 0.39, N = 3SE +/- 0.23, N = 9SE +/- 0.08, N = 9SE +/- 0.09, N = 9SE +/- 0.18, N = 6SE +/- 0.10, N = 6SE +/- 0.09, N = 9SE +/- 0.11, N = 9SE +/- 0.16, N = 9SE +/- 0.18, N = 3SE +/- 0.15, N = 4SE +/- 0.26, N = 311.1111.008.197.936.896.776.696.626.446.286.025.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-32c3d-standard-60c2d-highmem-56c3d-highmem-60c2d-standard-32c3d-highmem-30c3d-standard-30246810SE +/- 0.30, N = 9SE +/- 0.11, N = 3SE +/- 0.10, N = 9SE +/- 0.11, N = 9SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.24, N = 3SE +/- 0.11, N = 6SE +/- 0.07, N = 9SE +/- 0.03, N = 6SE +/- 0.22, N = 3SE +/- 0.10, N = 47.847.495.995.735.104.934.904.904.794.784.704.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52n2d-highmem-64n2d-standard-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c3d-highmem-60c3d-standard-60c2d-standard-32c2d-highmem-32c3d-standard-30c3d-highmem-30246810SE +/- 0.33, N = 9SE +/- 0.31, N = 3SE +/- 0.12, N = 9SE +/- 0.10, N = 9SE +/- 0.14, N = 6SE +/- 0.09, N = 9SE +/- 0.14, N = 9SE +/- 0.28, N = 3SE +/- 0.10, N = 6SE +/- 0.05, N = 9SE +/- 0.12, N = 4SE +/- 0.18, N = 38.798.346.356.175.525.505.355.345.205.114.894.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-32c2d-standard-56c2d-highmem-32c3d-highmem-30c3d-highmem-60c3d-standard-60c3d-standard-30246810SE +/- 0.48, N = 3SE +/- 0.17, N = 9SE +/- 0.14, N = 9SE +/- 0.20, N = 9SE +/- 0.09, N = 6SE +/- 0.06, N = 6SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 3SE +/- 0.09, N = 48.508.207.207.085.905.855.735.715.635.465.345.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-highmem-32c2d-standard-56c2d-standard-32c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30246810SE +/- 0.89, N = 3SE +/- 0.48, N = 9SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.17, N = 6SE +/- 0.12, N = 9SE +/- 0.12, N = 9SE +/- 0.05, N = 6SE +/- 0.25, N = 3SE +/- 0.08, N = 9SE +/- 0.19, N = 3SE +/- 0.13, N = 48.247.025.565.385.174.504.494.494.454.204.154.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-303691215SE +/- 0.49, N = 3SE +/- 0.26, N = 9SE +/- 0.17, N = 9SE +/- 0.26, N = 9SE +/- 0.05, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.05, N = 9SE +/- 0.03, N = 9SE +/- 0.04, N = 6SE +/- 0.07, N = 4SE +/- 0.02, N = 311.9911.868.138.117.016.816.776.736.656.586.416.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-30c3d-standard-60c3d-highmem-60c3d-highmem-303691215SE +/- 0.59, N = 3SE +/- 0.26, N = 9SE +/- 0.23, N = 9SE +/- 0.19, N = 9SE +/- 0.20, N = 6SE +/- 0.15, N = 9SE +/- 0.08, N = 9SE +/- 0.06, N = 6SE +/- 0.06, N = 4SE +/- 0.13, N = 3SE +/- 0.07, N = 9SE +/- 0.04, N = 312.1511.348.958.807.377.177.147.126.706.676.606.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c3d-standard-60c3d-highmem-60c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-303691215SE +/- 0.26, N = 3SE +/- 0.29, N = 9SE +/- 0.10, N = 9SE +/- 0.16, N = 9SE +/- 0.25, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 6SE +/- 0.08, N = 9SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 4SE +/- 0.24, N = 39.608.896.266.175.665.585.555.485.095.044.904.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c3d-standard-60c2d-highmem-32c3d-standard-30c3d-highmem-60c3d-highmem-303691215SE +/- 1.13, N = 3SE +/- 0.44, N = 9SE +/- 0.11, N = 9SE +/- 0.22, N = 9SE +/- 0.14, N = 6SE +/- 0.22, N = 9SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.10, N = 9SE +/- 0.09, N = 4SE +/- 0.17, N = 9SE +/- 0.48, N = 312.2611.389.118.887.707.487.387.257.166.876.846.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-standard-56c2d-highmem-56c3d-highmem-60c3d-standard-60c2d-highmem-32c2d-standard-32c3d-standard-30c3d-highmem-303691215SE +/- 0.56, N = 3SE +/- 0.38, N = 9SE +/- 0.15, N = 9SE +/- 0.19, N = 9SE +/- 0.11, N = 9SE +/- 0.09, N = 6SE +/- 0.10, N = 9SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.11, N = 4SE +/- 0.07, N = 310.469.827.016.906.096.086.076.005.725.695.295.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c2d-highmem-32c2d-standard-32c3d-standard-60c3d-highmem-60c3d-highmem-30c3d-standard-30246810SE +/- 0.45, N = 9SE +/- 0.47, N = 3SE +/- 0.20, N = 9SE +/- 0.08, N = 9SE +/- 0.18, N = 6SE +/- 0.13, N = 9SE +/- 0.17, N = 9SE +/- 0.22, N = 6SE +/- 0.17, N = 3SE +/- 0.08, N = 9SE +/- 0.26, N = 3SE +/- 0.13, N = 48.878.116.726.596.186.165.675.655.605.564.964.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-highmem-56c2d-standard-56c3d-highmem-60c2d-standard-32c3d-standard-60c2d-highmem-32c3d-standard-30c3d-highmem-303691215SE +/- 0.58, N = 9SE +/- 0.74, N = 3SE +/- 0.32, N = 9SE +/- 0.09, N = 9SE +/- 0.27, N = 6SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.14, N = 6SE +/- 0.08, N = 3SE +/- 0.04, N = 9SE +/- 0.09, N = 4SE +/- 0.16, N = 312.2211.168.628.257.807.497.087.056.916.836.356.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18n2d-highmem-64n2d-standard-64n2d-highmem-32n2d-standard-32c2d-standard-32c2d-highmem-32c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-60c3d-standard-30c3d-highmem-303691215SE +/- 0.26, N = 9SE +/- 0.37, N = 3SE +/- 0.31, N = 9SE +/- 0.15, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 9SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.19, N = 6SE +/- 0.12, N = 3SE +/- 0.11, N = 4SE +/- 0.04, N = 312.1611.939.599.557.717.617.607.587.517.497.136.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-32c2d-standard-32c2d-highmem-56c2d-standard-56c3d-standard-30c3d-highmem-30c3d-standard-60c3d-highmem-603691215SE +/- 0.43, N = 3SE +/- 0.24, N = 9SE +/- 0.18, N = 9SE +/- 0.31, N = 9SE +/- 0.05, N = 9SE +/- 0.05, N = 6SE +/- 0.10, N = 6SE +/- 0.10, N = 9SE +/- 0.09, N = 4SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 910.529.788.478.447.006.926.746.596.466.326.136.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07n2d-standard-64n2d-highmem-64n2d-standard-32n2d-highmem-32c2d-highmem-56c2d-standard-56c2d-standard-32c3d-standard-60c3d-highmem-60c2d-highmem-32c3d-standard-30c3d-highmem-303691215SE +/- 0.90, N = 3SE +/- 0.52, N = 9SE +/- 0.18, N = 9SE +/- 0.26, N = 9SE +/- 0.21, N = 6SE +/- 0.21, N = 9SE +/- 0.15, N = 6SE +/- 0.33, N = 3SE +/- 0.14, N = 9SE +/- 0.09, N = 9SE +/- 0.17, N = 4SE +/- 0.04, N = 312.3711.548.528.437.607.587.047.016.996.936.776.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01n2d-standard-64n2d-highmem-64n2d-highmem-32n2d-standard-32c2d-highmem-56c3d-highmem-60c2d-standard-56c2d-standard-32c3d-standard-60c2d-highmem-32c3d-standard-30c3d-highmem-303691215SE +/- 0.17, N = 3SE +/- 0.32, N = 9SE +/- 0.27, N = 9SE +/- 0.17, N = 9SE +/- 0.16, N = 6SE +/- 0.13, N = 9SE +/- 0.06, N = 9SE +/- 0.19, N = 6SE +/- 0.07, N = 3SE +/- 0.10, N = 9SE +/- 0.08, N = 4SE +/- 0.03, N = 311.9011.498.598.197.267.096.996.686.646.526.275.861. (CC) gcc options: -O3 -fcommon -lm

227 Results Shown

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

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.