spark rembrandty AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET46W 1.16 BIOS) and AMD Rembrandt 1GB on Ubuntu 22.04 via the Phoronix Test Suite. ,,"A","B" Processor,,AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads) Motherboard,,LENOVO 21CM0001US (R22ET46W 1.16 BIOS),LENOVO 21CM0001US (R22ET46W 1.16 BIOS) Chipset,,AMD Device 14b5,AMD Device 14b5 Memory,,16GB,16GB Disk,,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK Graphics,,AMD Rembrandt 1GB,AMD Rembrandt 1GB Audio,,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio Network,,Qualcomm Atheros QCNFA765,Qualcomm Atheros QCNFA765 OS,,Ubuntu 22.04,Ubuntu 22.04 Kernel,,5.15.0-41-generic (x86_64),5.15.0-41-generic (x86_64) Desktop,,GNOME Shell 42.2,GNOME Shell 42.2 Display Server,,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 22.2.0-devel (git-ba461f8 2022-07-26 jammy-oibaf-ppa) (LLVM 14.0.6 DRM 3.42),4.6 Mesa 22.2.0-devel (git-ba461f8 2022-07-26 jammy-oibaf-ppa) (LLVM 14.0.6 DRM 3.42) Vulkan,,1.3.219,1.3.219 Compiler,,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4 Screen Resolution,,1920x1200,1920x1200 ,,"A","B" "Apache Spark - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,4.54,4.60 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,241.05,241.024138854 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.62,13.49 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Group By Test Time (sec)",LIB,4.57,4.48 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,3.37,3.24 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,2.44,2.39 "Apache Spark - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,2.14,1.89 "Apache Spark - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,4.75,4.74 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,240.04,245.15 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.66,13.44 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Group By Test Time (sec)",LIB,4.92,5.03 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,3.40,3.43 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,2.65,2.53 "Apache Spark - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,3.08,2.29 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,5.11,5.08 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,239.97,239.65 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.50,13.46 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,5.32,5.55 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,3.68,3.70 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,3.17,3.17 "Apache Spark - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,3.21,2.62 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,5.63,5.46 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,241.47,242.20 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.59,13.54 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,6.09,6.10 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,4.15,4.09 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,4.01,3.93 "Apache Spark - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,3.31,3.04 "Apache Spark - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,19.58,19.62 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,238.65,240.01 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.60,13.54 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Group By Test Time (sec)",LIB,10.00,9.72 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,14.45,14.63 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,16.71,15.76 "Apache Spark - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,16.22,15.13 "Apache Spark - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,19.70,19.79 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,239.05,240.25 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.56,13.47 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Group By Test Time (sec)",LIB,9.86,10.02 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,14.07,13.94 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,15.11,15.41 "Apache Spark - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,15.05,15.17 "Apache Spark - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,36.52,36.48 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,239.84,240.03 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.51,13.67 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Group By Test Time (sec)",LIB,15.37,14.90 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,27.45,27.02 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,32.48,31.13 "Apache Spark - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,32.10,31.82 "Apache Spark - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,35.00,34.98 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,241.40,239.40 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.50,13.45 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Group By Test Time (sec)",LIB,14.92,14.84 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,26.27,25.55 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,30.27,29.12 "Apache Spark - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,28.64,28.30 "Apache Spark - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time (sec)",LIB,69.06,66.03 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark (sec)",LIB,249.74,240.99 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.83,13.70 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Group By Test Time (sec)",LIB,40.60,40.43 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Repartition Test Time (sec)",LIB,52.39,49.82 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time (sec)",LIB,61.59,56.68 "Apache Spark - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time (sec)",LIB,60.30,58.25 "Apache Spark - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time (sec)",LIB,69.51,68.08 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark (sec)",LIB,249.44,244.74 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.66,13.43 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Group By Test Time (sec)",LIB,35.35,35.64 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Repartition Test Time (sec)",LIB,50.68,49.20 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time (sec)",LIB,61.35,57.43 "Apache Spark - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time (sec)",LIB,64.33,58.92 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time (sec)",LIB,19.99,20.05 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark (sec)",LIB,241.82,239.84 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.56,13.58 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,10.44,10.65 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,13.96,14.12 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,15.58,15.67 "Apache Spark - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,14.92,15.03 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,20.40,20.11 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,241.94,241.11 "Apache Spark - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.54,13.60 "Apache Spark - 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Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.58,13.65 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Group By Test Time (sec)",LIB,33.95,34.84 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time (sec)",LIB,50.05,50.27 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time (sec)",LIB,59.25,59.74 "Apache Spark - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time (sec)",LIB,59.41,59.06 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time (sec)",LIB,70.44,70.43 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark (sec)",LIB,246.54,250.15 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe (sec)",LIB,13.83,13.73 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Group By Test Time (sec)",LIB,34.71,34.91 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time (sec)",LIB,50.81,50.24 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time (sec)",LIB,61.61,61.55 "Apache Spark - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time (sec)",LIB,61.85,61.79