5950x.822.bukubench

AMD Ryzen 9 5950X 16-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.I0 BIOS) and eVGA NVIDIA GeForce GTX 1060 6GB on Gentoo 2.8 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2208253-QUAR-5950X8259
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
3 x 1000GB Samsung SSD 980 PRO 1TB
August 24 2022
  1 Day, 5 Hours, 17 Minutes
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5950x.822.bukubench AMD Ryzen 9 5950X 16-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.I0 BIOS) and eVGA NVIDIA GeForce GTX 1060 6GB on Gentoo 2.8 via the Phoronix Test Suite. ,,"3 x 1000GB Samsung SSD 980 PRO 1TB" Processor,,AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) Motherboard,,MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.I0 BIOS) Chipset,,AMD Starship/Matisse Memory,,2 x 16 GB DDR4-3733MT/s TEAMGROUP-UD4-3600 Disk,,3 x 1000GB Samsung SSD 980 PRO 1TB + 500GB Samsung SSD 870 Graphics,,eVGA NVIDIA GeForce GTX 1060 6GB Audio,,NVIDIA GP106 HD Audio Monitor,,DELL 2707WFP Network,,Realtek Device 2600 + Realtek Killer E3000 2.5GbE + Intel Wi-Fi 6 AX200 OS,,Gentoo 2.8 Kernel,,5.19.3-gentoo-harambe-edition (x86_64) Desktop,,KDE Plasma 5.25.4 Display Server,,X Server 1.21.1.4 Display Driver,,NVIDIA 515.65.01 Compiler,,GCC 11.3.0 File-System,,ext4 Screen Resolution,,3840x1200 ,,"3 x 1000GB Samsung SSD 980 PRO 1TB" "PostMark - Disk Transaction Performance (TPS)",HIB,10139 "RAMspeed SMP - Type: Add - Benchmark: Integer (MB/s)",HIB,51280.60 "RAMspeed SMP - Type: Copy - Benchmark: Integer (MB/s)",HIB,57701.84 "RAMspeed SMP - Type: Scale - Benchmark: Integer (MB/s)",HIB,54668.63 "RAMspeed SMP - Type: Triad - Benchmark: Integer (MB/s)",HIB,49692.78 "RAMspeed SMP - Type: Average - Benchmark: Integer (MB/s)",HIB,53691.10 "RAMspeed SMP - Type: Add - Benchmark: Floating Point (MB/s)",HIB,51393.29 "RAMspeed SMP - Type: Copy - Benchmark: Floating Point (MB/s)",HIB,57578.10 "RAMspeed SMP - Type: Scale - Benchmark: Floating Point (MB/s)",HIB,57895.22 "RAMspeed SMP - Type: Triad - Benchmark: Floating Point (MB/s)",HIB,51672.41 "RAMspeed SMP - Type: Average - Benchmark: Floating Point (MB/s)",HIB,54471.02 "pmbench - Concurrent Worker Threads: 1 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0660 "pmbench - Concurrent Worker Threads: 2 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0664 "pmbench - Concurrent Worker Threads: 4 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0665 "pmbench - Concurrent Worker Threads: 8 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0677 "pmbench - Concurrent Worker Threads: 16 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0699 "pmbench - Concurrent Worker Threads: 32 - Read-Write Ratio: 50% (us - Page Latency)",LIB,0.0904 "pmbench - Concurrent Worker Threads: 1 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0370 "pmbench - Concurrent Worker Threads: 2 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0386 "pmbench - Concurrent Worker Threads: 4 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0388 "pmbench - Concurrent Worker Threads: 8 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0391 "pmbench - Concurrent Worker Threads: 1 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0392 "pmbench - Concurrent Worker Threads: 16 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0397 "pmbench - Concurrent Worker Threads: 2 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0412 "pmbench - Concurrent Worker Threads: 32 - Read-Write Ratio: 100% Reads (us - Page Latency)",LIB,0.0461 "pmbench - Concurrent Worker Threads: 4 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0417 "pmbench - Concurrent Worker Threads: 8 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0422 "pmbench - Concurrent Worker Threads: 16 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0501 "pmbench - Concurrent Worker Threads: 32 - Read-Write Ratio: 100% Writes (us - Page Latency)",LIB,0.0777 "pmbench - Concurrent Worker Threads: 1 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0771 "pmbench - Concurrent Worker Threads: 2 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0795 "pmbench - Concurrent Worker Threads: 4 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0806 "pmbench - Concurrent Worker Threads: 8 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0816 "pmbench - Concurrent Worker Threads: 16 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0840 "pmbench - Concurrent Worker Threads: 32 - Read-Write Ratio: 80% Reads 20% Writes (us - Page Latency)",LIB,0.0969 "Glibc Benchmarks - Benchmark: cos (ns)",LIB,55.1941 "Glibc Benchmarks - Benchmark: exp (ns)",LIB,12.9783 "Glibc Benchmarks - Benchmark: ffs (ns)",LIB,5.14180 "Glibc Benchmarks - Benchmark: sin (ns)",LIB,49.8264 "Glibc Benchmarks - Benchmark: log2 (ns)",LIB,12.9522 "Glibc Benchmarks - Benchmark: modf (ns)",LIB,6.57438 "Glibc Benchmarks - Benchmark: sinh (ns)",LIB,20.5797 "Glibc Benchmarks - Benchmark: sqrt (ns)",LIB,6.58067 "Glibc Benchmarks - Benchmark: tanh (ns)",LIB,28.9825 "Glibc Benchmarks - Benchmark: asinh (ns)",LIB,21.1702 "Glibc Benchmarks - Benchmark: atanh (ns)",LIB,25.8668 "Glibc Benchmarks - Benchmark: ffsll (ns)",LIB,5.14866 "Glibc Benchmarks - Benchmark: sincos (ns)",LIB,34.4055 "Glibc Benchmarks - Benchmark: pthread_once (ns)",LIB,5.14093 "C-Blosc - Test: blosclz shuffle (MB/s)",HIB,27777.2 "C-Blosc - Test: blosclz bitshuffle (MB/s)",HIB,16510.9 "BLAKE2 - (Cycles/Byte)",LIB,4.53 "Renaissance - Test: Scala Dotty (ms)",LIB,590.2 "Renaissance - Test: Random Forest (ms)",LIB,455.0 "Renaissance - Test: ALS Movie Lens (ms)",LIB,4256.6 "Renaissance - Test: Apache Spark ALS (ms)",LIB,1201.6 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,988.0 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,4295.6 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,2089.4 "Renaissance - Test: Finagle HTTP Requests (ms)",LIB,2725.2 "Renaissance - Test: In-Memory Database Shootout (ms)",LIB, "Renaissance - Test: Akka Unbalanced Cobwebbed Tree (ms)",LIB,8461.9 "Renaissance - Test: Genetic Algorithm Using Jenetics + Futures (ms)",LIB,1190.9 "CacheBench - Test: Read (MB/s)",HIB,3594.117730 "CacheBench - Test: Write (MB/s)",HIB,33842.140226 "CacheBench - Test: Read / Modify / Write (MB/s)",HIB,34330.074394 "LZ4 Compression - Compression Level: 1 - Compression Speed (MB/s)",HIB,14265.04 "LZ4 Compression - Compression Level: 1 - Decompression Speed (MB/s)",HIB,15979.7 "LZ4 Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,68.97 "LZ4 Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,15312.2 "LZ4 Compression - Compression Level: 9 - Compression Speed (MB/s)",HIB,68.55 "LZ4 Compression - Compression Level: 9 - Decompression Speed (MB/s)",HIB,15372.9 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,5294.0 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,1472.2 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,5150.5 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,71.6 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,4313.8 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,1512.5 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,5205.5 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,1410.8 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,5507.8 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,54.4 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,4346.3 "Botan - Test: KASUMI (MiB/s)",HIB,110.519 "Botan - Test: KASUMI - Decrypt (MiB/s)",HIB,105.953 "Botan - Test: AES-256 (MiB/s)",HIB,7231.616 "Botan - Test: AES-256 - Decrypt (MiB/s)",HIB,7308.384 "Botan - Test: Twofish (MiB/s)",HIB,419.997 "Botan - Test: Twofish - Decrypt (MiB/s)",HIB,410.909 "Botan - Test: Blowfish (MiB/s)",HIB,488.242 "Botan - Test: Blowfish - Decrypt (MiB/s)",HIB,485.727 "Botan - Test: CAST-256 (MiB/s)",HIB,166.011 "Botan - Test: CAST-256 - Decrypt (MiB/s)",HIB,165.978 "Botan - Test: ChaCha20Poly1305 (MiB/s)",HIB,933.141 "Botan - Test: ChaCha20Poly1305 - Decrypt (MiB/s)",HIB,919.972 "Crafty - Elapsed Time (Nodes/s)",HIB,11461036 "GraphicsMagick - Operation: Swirl (Iterations/min)",HIB,1040 "GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,1019 "GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,241 "GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,450 "GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,2031 "GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,576 "GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,1845 "dav1d - Video Input: Chimera 1080p (FPS)",HIB,813.34 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,329.96 "dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,1198.09 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,708.71 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,2.398 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,65.935 "SVT-AV1 - Encoder Mode: Preset 10 - Input: Bosphorus 4K (FPS)",HIB,120.560 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,164.860 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,6.652 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,158.088 "SVT-AV1 - Encoder Mode: Preset 10 - Input: Bosphorus 1080p (FPS)",HIB,358.502 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p (FPS)",HIB,560.860 "SVT-HEVC - Tuning: 1 - Input: Bosphorus 4K (FPS)",HIB,4.92 "SVT-HEVC - Tuning: 7 - Input: Bosphorus 4K (FPS)",HIB,89.55 "SVT-HEVC - Tuning: 10 - Input: Bosphorus 4K (FPS)",HIB,148.84 "SVT-HEVC - Tuning: 1 - Input: Bosphorus 1080p (FPS)",HIB,19.17 "SVT-HEVC - Tuning: 7 - Input: Bosphorus 1080p (FPS)",HIB,269.62 "SVT-HEVC - Tuning: 10 - Input: Bosphorus 1080p (FPS)",HIB,520.27 "x264 - Video Input: Bosphorus 4K (FPS)",HIB,60.38 "x264 - Video Input: Bosphorus 1080p (FPS)",HIB,229.87 "x265 - Video Input: Bosphorus 4K (FPS)",HIB,31.67 "x265 - Video Input: Bosphorus 1080p (FPS)",HIB,92.98 "Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,897617.209788 "Stockfish - Total Time (Nodes/s)",HIB,58727313 "asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,68290862 "Swet - Average (Operations/sec)",HIB,1102361104 "Timed Gem5 Compilation - Time To Compile (sec)",LIB,212.834 "Timed Linux Kernel Compilation - Build: defconfig (sec)",LIB,42.892 "Timed Node.js Compilation - Time To Compile (sec)",LIB,248.280 "Parallel BZIP2 Compression - FreeBSD-13.0-RELEASE-amd64-memstick.img Compression (sec)",LIB,3.692 "Primesieve - Length: 1e12 (sec)",LIB,8.843 "Primesieve - Length: 1e13 (sec)",LIB,109.916 "Rust Prime Benchmark - Prime Number Test To 200,000,000 (sec)",LIB,5.196 "Smallpt - Global Illumination Renderer; 128 Samples (sec)",LIB,4.473 "Y-Cruncher - Calculating 500M Pi Digits (sec)",LIB,12.224 "Gzip Compression - Linux Source Tree Archiving To .tar.gz (sec)",LIB,28.212 "XZ Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 (sec)",LIB,16.018 "FFmpeg - H.264 HD To NTSC DV (sec)",LIB,4.261 "m-queens - Time To Solve (sec)",LIB,28.425 "N-Queens - Elapsed Time (sec)",LIB,6.604 "Tachyon - Total Time (sec)",LIB,66.3605 "Aircrack-ng - (k/s)",HIB,88343.224 "OpenSSL - Algorithm: SHA256 (byte/s)",HIB,28973571097 "OpenSSL - Algorithm: RSA4096 (sign/s)",HIB,5194.2 "OpenSSL - Algorithm: RSA4096 (verify/s)",HIB,338954.7 "etcd - Test: PUT - Connections: 50 - Clients: 100 (Reqs/sec)",HIB,129768.7821 "etcd - Test: PUT - Connections: 50 - Clients: 100 - Average Latency (ms)",LIB,0.8 "etcd - Test: PUT - Connections: 100 - Clients: 100 (Reqs/sec)",HIB,128407.7598 "etcd - Test: PUT - Connections: 100 - Clients: 100 - Average Latency (ms)",LIB,0.8 "etcd - Test: PUT - Connections: 50 - Clients: 1000 (Reqs/sec)",HIB,133491.9051 "etcd - Test: PUT - Connections: 50 - Clients: 1000 - Average Latency (ms)",LIB,7.5 "etcd - Test: PUT - Connections: 500 - Clients: 100 (Reqs/sec)",HIB,134237.6288 "etcd - Test: PUT - Connections: 500 - Clients: 100 - Average Latency (ms)",LIB,0.7 "etcd - Test: PUT - Connections: 100 - Clients: 1000 (Reqs/sec)",HIB,131282.1920 "etcd - Test: PUT - Connections: 100 - Clients: 1000 - Average Latency (ms)",LIB,7.6 "etcd - Test: PUT - Connections: 500 - Clients: 1000 (Reqs/sec)",HIB,128877.6643 "etcd - Test: PUT - Connections: 500 - Clients: 1000 - Average Latency (ms)",LIB,7.8 "etcd - Test: RANGE - Connections: 50 - Clients: 100 (Reqs/sec)",HIB,127731.4165 "etcd - Test: RANGE - Connections: 50 - Clients: 100 - Average Latency (ms)",LIB,0.8 "etcd - Test: RANGE - Connections: 100 - Clients: 100 (Reqs/sec)",HIB,129646.2805 "etcd - Test: RANGE - Connections: 100 - Clients: 100 - Average Latency (ms)",LIB,0.8 "etcd - Test: RANGE - Connections: 50 - Clients: 1000 (Reqs/sec)",HIB,133238.4839 "etcd - Test: RANGE - Connections: 50 - Clients: 1000 - Average Latency (ms)",LIB,7.5 "etcd - Test: RANGE - Connections: 500 - Clients: 100 (Reqs/sec)",HIB,133075.8726 "etcd - Test: RANGE - Connections: 500 - Clients: 100 - Average Latency (ms)",LIB,0.7 "etcd - Test: RANGE - Connections: 100 - Clients: 1000 (Reqs/sec)",HIB,133002.8328 "etcd - Test: RANGE - Connections: 100 - Clients: 1000 - Average Latency (ms)",LIB,7.5 "etcd - Test: RANGE - Connections: 500 - Clients: 1000 (Reqs/sec)",HIB,127906.1738 "etcd - Test: RANGE - Connections: 500 - Clients: 1000 - Average Latency (ms)",LIB,7.8 "Apache Spark - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,2.08 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,73.07 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.41 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Group By Test Time (sec)",LIB,2.76 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,1.29 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,1.08 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,0.82 "Apache Spark - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,2.12 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,72.64 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.40 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Group By Test Time (sec)",LIB,2.58 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,1.31 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,1.16 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,0.90 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,2.19 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,72.61 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.39 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,2.59 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,1.40 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,1.28 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,1.05 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,2.43 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,72.81 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.38 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,3.02 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,1.69 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,2.04 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,1.55 "Apache Spark - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,6.85 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,72.51 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.40 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Group By Test Time (sec)",LIB,4.59 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,4.61 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,5.21 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,5.23 "Apache Spark - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,6.64 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,72.99 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.38 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Group By Test Time (sec)",LIB,4.11 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,4.29 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,4.96 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,4.45 "Apache Spark - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,12.14 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,72.24 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.38 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Group By Test Time (sec)",LIB,6.45 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,9.11 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,10.36 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,10.39 "Apache Spark - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,11.13 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,72.39 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.39 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Group By Test Time (sec)",LIB,5.64 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,7.95 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,9.41 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,8.28 "Apache Spark - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,22.63 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,72.54 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.38 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Group By Test Time (sec)",LIB,16.62 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,15.94 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,18.75 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,18.93 "Apache Spark - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,21.25 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,72.85 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.40 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Group By Test Time (sec)",LIB,15.85 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,15.85 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,18.75 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,18.39 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,7.03 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,72.74 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.37 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,4.61 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,4.75 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,5.32 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,5.10 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,7.50 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,72.59 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.42 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,4.84 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,4.88 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,5.74 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,5.50 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,11.36 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,72.12 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.39 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,6.28 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,8.19 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,9.01 "Apache Spark - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,8.59 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,11.58 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,72.55 "Apache Spark - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,3.36 "Apache Spark - Row Count: 20000000 - 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