rpyc jan

AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 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 2401146-NE-RPYCJAN6573
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
CPU Massive 4 Tests
HPC - High Performance Computing 5 Tests
Machine Learning 5 Tests
Python Tests 4 Tests
Server 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
a
January 14
  2 Days, 18 Hours, 59 Minutes
b
January 14
  2 Days, 19 Hours
Invert Hiding All Results Option
  2 Days, 19 Hours
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

rpyc jan AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite. a: Processor: AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads), Motherboard: ASRockRack EPYCD8 (P2.40 BIOS), Chipset: AMD Starship/Matisse, Memory: 7 x 4 GB DDR4-2666MT/s Micron 9ASF51272PZ-2G6B1, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: ASPEED, Network: 2 x Intel I350 OS: Debian 12, Kernel: 6.1.0-11-amd64 (x86_64), Display Server: X Server, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1024x768 b: Processor: AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads), Motherboard: ASRockRack EPYCD8 (P2.40 BIOS), Chipset: AMD Starship/Matisse, Memory: 7 x 4 GB DDR4-2666MT/s Micron 9ASF51272PZ-2G6B1, Disk: Samsung SSD 970 EVO Plus 250GB, Graphics: ASPEED, Network: 2 x Intel I350 OS: Debian 12, Kernel: 6.1.0-11-amd64 (x86_64), Display Server: X Server, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1024x768 Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q01 Seconds < Lower Is Better a . 4.10 |===================================================================== b . 4.03 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q02 Seconds < Lower Is Better a . 4.52 |==================================================================== b . 4.60 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q03 Seconds < Lower Is Better a . 3.17 |===================================================================== b . 3.17 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q04 Seconds < Lower Is Better a . 7.47 |================================================================= b . 7.87 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q05 Seconds < Lower Is Better a . 5.70 |=================================================================== b . 5.84 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q06 Seconds < Lower Is Better a . 4.16 |================================================================== b . 4.34 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q07 Seconds < Lower Is Better a . 4.52 |=================================================================== b . 4.63 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q08 Seconds < Lower Is Better a . 4.39 |===================================================================== b . 4.16 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q09 Seconds < Lower Is Better a . 4.29 |===================================================================== b . 4.02 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q10 Seconds < Lower Is Better a . 4.96 |===================================================================== b . 4.99 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q11 Seconds < Lower Is Better a . 6.58 |===================================================================== b . 6.46 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q12 Seconds < Lower Is Better a . 2.16 |===================================================================== b . 2.17 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q13 Seconds < Lower Is Better a . 4.66 |================================================================== b . 4.85 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q14 Seconds < Lower Is Better a . 4.40 |===================================================================== b . 4.38 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q15 Seconds < Lower Is Better a . 4.28 |==================================================================== b . 4.35 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q16 Seconds < Lower Is Better a . 2.59 |=========================================================== b . 3.05 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q17 Seconds < Lower Is Better a . 6.36 |===================================================================== b . 6.18 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q18 Seconds < Lower Is Better a . 5.66 |=============================================================== b . 6.17 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q19 Seconds < Lower Is Better a . 4.19 |===================================================================== b . 4.21 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q20 Seconds < Lower Is Better a . 2.20 |===================================================================== b . 2.15 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q21 Seconds < Lower Is Better a . 3.75 |================================================================== b . 3.91 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q22 Seconds < Lower Is Better a . 4.27 |===================================================================== b . 4.23 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q23 Seconds < Lower Is Better a . 4.11 |===================================================================== b . 4.14 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q24 Seconds < Lower Is Better a . 0.94 |============================================================== b . 1.04 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q25 Seconds < Lower Is Better a . 6.09 |===================================================================== b . 5.82 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q26 Seconds < Lower Is Better a . 4.18 |================================================================== b . 4.36 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q27 Seconds < Lower Is Better a . 4.42 |==================================================================== b . 4.51 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q28 Seconds < Lower Is Better a . 6.76 |===================================================================== b . 6.32 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q29 Seconds < Lower Is Better a . 6.10 |===================================================================== b . 5.98 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q30 Seconds < Lower Is Better a . 3.81 |===================================================================== b . 3.81 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q31 Seconds < Lower Is Better a . 6.63 |================================================================== b . 6.97 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q32 Seconds < Lower Is Better a . 3.82 |==================================================================== b . 3.85 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q33 Seconds < Lower Is Better a . 4.74 |============================================================ b . 5.48 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q34 Seconds < Lower Is Better a . 4.29 |===================================================================== b . 4.21 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q35 Seconds < Lower Is Better a . 5.13 |===================================================================== b . 5.03 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q36 Seconds < Lower Is Better a . 4.13 |=================================================================== b . 4.25 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q37 Seconds < Lower Is Better a . 2.50 |==================================================================== b . 2.53 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q38 Seconds < Lower Is Better a . 4.94 |===================================================================== b . 4.84 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q39 Seconds < Lower Is Better a . 1.19 |========================================================= b . 1.43 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q40 Seconds < Lower Is Better a . 3.98 |============================================================== b . 4.45 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q41 Seconds < Lower Is Better a . 2.71 |==================================================================== b . 2.74 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q42 Seconds < Lower Is Better a . 3.01 |================================================================ b . 3.24 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q43 Seconds < Lower Is Better a . 3.34 |==================================================================== b . 3.39 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q44 Seconds < Lower Is Better a . 4.20 |===================================================================== b . 4.07 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q45 Seconds < Lower Is Better a . 3.83 |=============================================================== b . 4.19 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q46 Seconds < Lower Is Better a . 4.12 |==================================================================== b . 4.21 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q47 Seconds < Lower Is Better a . 6.26 |===================================================================== b . 6.14 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q48 Seconds < Lower Is Better a . 4.29 |=================================================================== b . 4.41 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q49 Seconds < Lower Is Better a . 5.36 |==================================================================== b . 5.45 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q50 Seconds < Lower Is Better a . 4.25 |=================================================================== b . 4.37 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q51 Seconds < Lower Is Better a . 6.63 |================================================================== b . 6.95 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q52 Seconds < Lower Is Better a . 3.28 |================================================================== b . 3.44 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q53 Seconds < Lower Is Better a . 3.50 |================================================================ b . 3.78 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q54 Seconds < Lower Is Better a . 5.15 |=================================================================== b . 5.29 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q55 Seconds < Lower Is Better a . 2.91 |================================================================ b . 3.12 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q56 Seconds < Lower Is Better a . 5.09 |===================================================================== b . 4.66 |=============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q57 Seconds < Lower Is Better a . 5.04 |===================================================================== b . 5.07 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q58 Seconds < Lower Is Better a . 4.89 |=================================================================== b . 5.03 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q59 Seconds < Lower Is Better a . 4.41 |================================================================== b . 4.58 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q60 Seconds < Lower Is Better a . 5.28 |===================================================================== b . 4.97 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q61 Seconds < Lower Is Better a . 2.77 |==================================================================== b . 2.82 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q62 Seconds < Lower Is Better a . 3.85 |===================================================================== b . 3.86 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q63 Seconds < Lower Is Better a . 3.71 |===================================================================== b . 3.49 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q64 Seconds < Lower Is Better a . 7.63 |=================================================================== b . 7.83 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q65 Seconds < Lower Is Better a . 4.62 |============================================================== b . 5.15 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q66 Seconds < Lower Is Better a . 5.89 |===================================================================== b . 5.72 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q67 Seconds < Lower Is Better a . 5.79 |===================================================================== b . 5.73 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q68 Seconds < Lower Is Better a . 4.40 |=================================================================== b . 4.52 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q69 Seconds < Lower Is Better a . 4.78 |================================================================== b . 5.00 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q70 Seconds < Lower Is Better a . 4.60 |===================================================================== b . 4.56 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q71 Seconds < Lower Is Better a . 4.19 |===================================================================== b . 4.18 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q72 Seconds < Lower Is Better a . 8.48 |===================================================================== b . 8.35 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q73 Seconds < Lower Is Better a . 4.31 |===================================================================== b . 3.85 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q74 Seconds < Lower Is Better a . 5.8 |==================================================================== b . 6.0 |====================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q75 Seconds < Lower Is Better a . 7.88 |===================================================================== b . 7.12 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q76 Seconds < Lower Is Better a . 4.57 |===================================================================== b . 4.38 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q77 Seconds < Lower Is Better a . 5.13 |===================================================================== b . 5.10 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q78 Seconds < Lower Is Better a . 7.69 |===================================================================== b . 7.24 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q79 Seconds < Lower Is Better a . 3.95 |============================================================= b . 4.44 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q80 Seconds < Lower Is Better a . 7.42 |===================================================================== b . 7.04 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q81 Seconds < Lower Is Better a . 3.72 |==================================================================== b . 3.78 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q82 Seconds < Lower Is Better a . 5.05 |===================================================================== b . 4.57 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q83 Seconds < Lower Is Better a . 3.94 |==================================================================== b . 4.01 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q84 Seconds < Lower Is Better a . 3.32 |===================================================================== b . 3.33 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q85 Seconds < Lower Is Better a . 5.73 |===================================================================== b . 5.57 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q86 Seconds < Lower Is Better a . 3.70 |=================================================================== b . 3.81 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q87 Seconds < Lower Is Better a . 4.99 |================================================================== b . 5.21 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q88 Seconds < Lower Is Better a . 6.61 |=============================================================== b . 7.21 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q89 Seconds < Lower Is Better a . 4.05 |===================================================================== b . 3.98 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q90 Seconds < Lower Is Better a . 3.87 |===================================================================== b . 3.78 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q91 Seconds < Lower Is Better a . 3.52 |==================================================================== b . 3.57 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q92 Seconds < Lower Is Better a . 3.90 |===================================================================== b . 3.92 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q93 Seconds < Lower Is Better a . 3.75 |===================================================================== b . 3.73 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q94 Seconds < Lower Is Better a . 2.78 |=================================================================== b . 2.88 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q95 Seconds < Lower Is Better a . 3.60 |==================================================================== b . 3.67 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q96 Seconds < Lower Is Better a . 2.81 |=================================================================== b . 2.89 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q97 Seconds < Lower Is Better a . 5.18 |=================================================================== b . 5.30 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q98 Seconds < Lower Is Better a . 2.20 |===================================================================== b . 2.09 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q99 Seconds < Lower Is Better a . 3.66 |================================================================= b . 3.88 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q01 Seconds < Lower Is Better a . 5.60 |===================================================================== b . 5.36 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q02 Seconds < Lower Is Better a . 5.03 |=============================================================== b . 5.48 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q03 Seconds < Lower Is Better a . 3.93 |=============================================================== b . 4.32 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q04 Seconds < Lower Is Better a . 19.18 |==================================================================== b . 19.24 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q05 Seconds < Lower Is Better a . 9.47 |===================================================================== b . 9.43 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q06 Seconds < Lower Is Better a . 7.98 |================================================================= b . 8.52 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q07 Seconds < Lower Is Better a . 5.59 |=================================================================== b . 5.79 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q08 Seconds < Lower Is Better a . 5.60 |===================================================================== b . 5.62 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q09 Seconds < Lower Is Better a . 4.97 |================================================================= b . 5.29 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q10 Seconds < Lower Is Better a . 7.22 |===================================================================== b . 6.95 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q11 Seconds < Lower Is Better a . 14.91 |==================================================================== b . 14.34 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q12 Seconds < Lower Is Better a . 2.36 |===================================================================== b . 2.36 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q13 Seconds < Lower Is Better a . 5.85 |===================================================================== b . 5.50 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q14 Seconds < Lower Is Better a . 8.92 |===================================================================== b . 8.34 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q15 Seconds < Lower Is Better a . 5.20 |================================================================= b . 5.49 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q17 Seconds < Lower Is Better a . 14.20 |==================================================================== b . 14.18 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q18 Seconds < Lower Is Better a . 6.46 |=================================================================== b . 6.64 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q19 Seconds < Lower Is Better a . 5.85 |===================================================================== b . 5.73 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q20 Seconds < Lower Is Better a . 2.26 |===================================================================== b . 2.26 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q21 Seconds < Lower Is Better a . 5.25 |================================================================== b . 5.49 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q22 Seconds < Lower Is Better a . 11.93 |=================================================================== b . 12.19 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q23 Seconds < Lower Is Better a . 15.49 |==================================================================== b . 15.13 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q24 Seconds < Lower Is Better a . 6.34 |===================================================================== b . 6.26 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q25 Seconds < Lower Is Better a . 14.15 |=================================================================== b . 14.41 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q26 Seconds < Lower Is Better a . 5.63 |===================================================================== b . 5.06 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q27 Seconds < Lower Is Better a . 5.85 |============================================================== b . 6.49 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q28 Seconds < Lower Is Better a . 8.38 |===================================================================== b . 8.03 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q29 Seconds < Lower Is Better a . 14.25 |=================================================================== b . 14.43 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q30 Seconds < Lower Is Better a . 5.80 |===================================================================== b . 5.81 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q31 Seconds < Lower Is Better a . 10.19 |==================================================================== b . 9.24 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q32 Seconds < Lower Is Better a . 4.28 |================================================================= b . 4.55 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q33 Seconds < Lower Is Better a . 7.13 |===================================================================== b . 5.91 |========================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q34 Seconds < Lower Is Better a . 6.49 |===================================================================== b . 6.11 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q35 Seconds < Lower Is Better a . 7.68 |===================================================================== b . 7.50 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q36 Seconds < Lower Is Better a . 4.93 |=============================================================== b . 5.40 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q37 Seconds < Lower Is Better a . 5.80 |=================================================================== b . 6.01 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q38 Seconds < Lower Is Better a . 8.95 |===================================================================== b . 7.94 |============================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q39 Seconds < Lower Is Better a . 3.18 |=================================================================== b . 3.26 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q40 Seconds < Lower Is Better a . 8.34 |===================================================================== b . 7.90 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q41 Seconds < Lower Is Better a . 3.23 |===================================================================== b . 3.13 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q42 Seconds < Lower Is Better a . 3.85 |================================================================ b . 4.16 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q43 Seconds < Lower Is Better a . 4.26 |===================================================================== b . 4.28 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q44 Seconds < Lower Is Better a . 2.78 |===================================================================== b . 2.65 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q45 Seconds < Lower Is Better a . 5.60 |===================================================================== b . 5.47 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q46 Seconds < Lower Is Better a . 5.34 |=========================================================== b . 6.29 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q47 Seconds < Lower Is Better a . 8.67 |===================================================================== b . 8.40 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q48 Seconds < Lower Is Better a . 4.91 |===================================================================== b . 4.18 |=========================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q49 Seconds < Lower Is Better a . 8.40 |===================================================================== b . 8.15 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q50 Seconds < Lower Is Better a . 9.77 |===================================================================== b . 9.78 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q51 Seconds < Lower Is Better a . 11.32 |==================================================================== b . 10.93 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q52 Seconds < Lower Is Better a . 4.22 |=================================================================== b . 4.32 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q53 Seconds < Lower Is Better a . 4.21 |================================================================== b . 4.37 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q54 Seconds < Lower Is Better a . 7.25 |=================================================================== b . 7.46 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q55 Seconds < Lower Is Better a . 3.78 |================================================================ b . 4.07 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q56 Seconds < Lower Is Better a . 5.99 |================================================================== b . 6.23 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q57 Seconds < Lower Is Better a . 7.71 |===================================================================== b . 7.27 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q58 Seconds < Lower Is Better a . 6.22 |===================================================================== b . 6.25 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q59 Seconds < Lower Is Better a . 5.86 |===================================================================== b . 5.74 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q60 Seconds < Lower Is Better a . 7.47 |===================================================================== b . 7.00 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q61 Seconds < Lower Is Better a . 2.96 |==================================================================== b . 3.01 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q62 Seconds < Lower Is Better a . 4.2 |====================================================================== b . 4.1 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q63 Seconds < Lower Is Better a . 4.85 |================================================================= b . 5.18 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q64 Seconds < Lower Is Better a . 21.11 |==================================================================== b . 20.79 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q65 Seconds < Lower Is Better a . 8.00 |===================================================================== b . 7.13 |============================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q66 Seconds < Lower Is Better a . 5.99 |================================================================== b . 6.22 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q67 Seconds < Lower Is Better a . 12.52 |================================================================= b . 13.02 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q68 Seconds < Lower Is Better a . 5.89 |================================================================= b . 6.27 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q69 Seconds < Lower Is Better a . 6.63 |================================================================== b . 6.91 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q70 Seconds < Lower Is Better a . 5.29 |===================================================================== b . 5.21 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q71 Seconds < Lower Is Better a . 5.73 |===================================================================== b . 5.57 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q72 Seconds < Lower Is Better a . 39.02 |==================================================================== b . 39.13 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q73 Seconds < Lower Is Better a . 5.49 |=============================================================== b . 6.02 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q74 Seconds < Lower Is Better a . 9.42 |===================================================================== b . 9.48 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q75 Seconds < Lower Is Better a . 13.69 |================================================================== b . 14.00 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q76 Seconds < Lower Is Better a . 6.10 |===================================================================== b . 5.59 |=============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q77 Seconds < Lower Is Better a . 7.08 |================================================================= b . 7.56 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q78 Seconds < Lower Is Better a . 19.55 |==================================================================== b . 19.54 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q79 Seconds < Lower Is Better a . 5.38 |===================================================================== b . 5.01 |================================================================ Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q80 Seconds < Lower Is Better a . 17.99 |==================================================================== b . 17.99 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q81 Seconds < Lower Is Better a . 5.63 |===================================================================== b . 5.65 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q82 Seconds < Lower Is Better a . 6.45 |=================================================================== b . 6.66 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q83 Seconds < Lower Is Better a . 5.39 |===================================================================== b . 5.27 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q84 Seconds < Lower Is Better a . 5.16 |===================================================================== b . 5.09 |==================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q85 Seconds < Lower Is Better a . 8.18 |===================================================================== b . 7.80 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q86 Seconds < Lower Is Better a . 4.00 |===================================================================== b . 3.87 |=================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q87 Seconds < Lower Is Better a . 8.37 |===================================================================== b . 8.02 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q88 Seconds < Lower Is Better a . 8.63 |===================================================================== b . 8.16 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q89 Seconds < Lower Is Better a . 4.99 |===================================================================== b . 4.78 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q90 Seconds < Lower Is Better a . 4.03 |===================================================================== b . 3.20 |======================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q91 Seconds < Lower Is Better a . 4.94 |===================================================================== b . 4.93 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q92 Seconds < Lower Is Better a . 4.16 |=============================================================== b . 4.53 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q93 Seconds < Lower Is Better a . 11.76 |==================================================================== b . 11.31 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q94 Seconds < Lower Is Better a . 4.49 |===================================================================== b . 4.48 |===================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q95 Seconds < Lower Is Better a . 4.68 |===================================================================== b . 4.51 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q96 Seconds < Lower Is Better a . 3.23 |===================================================================== b . 3.04 |================================================================= Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q97 Seconds < Lower Is Better a . 8.04 |===================================================================== b . 7.22 |============================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q98 Seconds < Lower Is Better a . 2.34 |===================================================================== b . 2.24 |================================================================== Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q99 Seconds < Lower Is Better a . 4.43 |===================================================================== b . 3.99 |============================================================== CacheBench Test: Read MB/s > Higher Is Better a . 9891.09 |================================================================== b . 9892.74 |================================================================== CacheBench Test: Write MB/s > Higher Is Better a . 55386.26 |================================================================= b . 55484.05 |================================================================= CacheBench Test: Read / Modify / Write MB/s > Higher Is Better a . 57602.72 |================================================================= b . 57618.90 |================================================================= LeelaChessZero 0.30 Backend: BLAS Nodes Per Second > Higher Is Better a . 130 |==================================================================== b . 133 |====================================================================== LeelaChessZero 0.30 Backend: Eigen Nodes Per Second > Higher Is Better a . 83 |===================================================================== b . 85 |======================================================================= Llama.cpp b1808 Model: llama-2-7b.Q4_0.gguf Tokens Per Second > Higher Is Better a . 11.32 |============================================================= b . 12.67 |==================================================================== Llama.cpp b1808 Model: llama-2-13b.Q4_0.gguf Tokens Per Second > Higher Is Better a . 5.16 |======================================================== b . 6.34 |===================================================================== Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 7.7676 |=================================================================== b . 7.7424 |=================================================================== Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 512.19 |=================================================================== b . 515.22 |=================================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 124.67 |================================================================== b . 127.17 |=================================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 32.06 |==================================================================== b . 31.43 |=================================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 75.76 |==================================================================== b . 74.49 |=================================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 52.73 |=================================================================== b . 53.67 |==================================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 399.72 |=================================================================== b . 396.22 |================================================================== Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 9.9773 |================================================================= b . 10.0658 |================================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 39.64 |==================================================================== b . 39.44 |==================================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 100.78 |=================================================================== b . 101.34 |=================================================================== Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 9.1492 |================================================================== b . 9.2258 |=================================================================== Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 434.38 |=================================================================== b . 433.02 |=================================================================== Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 76.46 |==================================================================== b . 76.77 |==================================================================== Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 52.25 |==================================================================== b . 52.08 |==================================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 40.15 |==================================================================== b . 40.07 |==================================================================== Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 99.53 |==================================================================== b . 99.73 |==================================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 59.07 |==================================================================== b . 58.90 |==================================================================== Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 67.63 |==================================================================== b . 67.84 |==================================================================== Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 8.3040 |=================================================================== b . 8.3172 |=================================================================== Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 480.23 |=================================================================== b . 478.92 |=================================================================== Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 56.13 |=================================================================== b . 56.67 |==================================================================== Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 71.21 |==================================================================== b . 70.51 |=================================================================== Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 7.8660 |=================================================================== b . 7.8507 |=================================================================== Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 505.16 |================================================================== b . 509.34 |=================================================================== PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 batches/sec > Higher Is Better a . 26.58 |================================================================= b . 27.92 |==================================================================== PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-152 batches/sec > Higher Is Better a . 10.83 |================================================================ b . 11.50 |==================================================================== PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: ResNet-50 batches/sec > Higher Is Better a . 20.05 |==================================================================== b . 19.48 |================================================================== PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: ResNet-152 batches/sec > Higher Is Better a . 7.44 |=============================================================== b . 8.21 |===================================================================== PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l batches/sec > Higher Is Better a . 5.91 |=================================================================== b . 6.11 |===================================================================== PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_l batches/sec > Higher Is Better a . 4.19 |================================================================= b . 4.48 |===================================================================== Quicksilver 20230818 Input: CTS2 Figure Of Merit > Higher Is Better a . 5986000 |================================================================== b . 5982000 |================================================================== Quicksilver 20230818 Input: CORAL2 P1 Figure Of Merit > Higher Is Better a . 7364000 |================================================================== b . 7308000 |================================================================= Quicksilver 20230818 Input: CORAL2 P2 Figure Of Merit > Higher Is Better a . 7679000 |================================================================== b . 7662000 |================================================================== Speedb 2.7 Test: Random Fill Op/s > Higher Is Better a . 233324 |================================================================= b . 239360 |=================================================================== Speedb 2.7 Test: Random Read Op/s > Higher Is Better a . 34248146 |================================================================= b . 34244004 |================================================================= Speedb 2.7 Test: Update Random Op/s > Higher Is Better a . 215940 |=================================================================== b . 216433 |=================================================================== Speedb 2.7 Test: Sequential Fill Op/s > Higher Is Better a . 275849 |=================================================================== b . 267223 |================================================================= Speedb 2.7 Test: Random Fill Sync Op/s > Higher Is Better a . 3082 |===================================================================== b . 3026 |==================================================================== Speedb 2.7 Test: Read While Writing Op/s > Higher Is Better a . 2257890 |================================================================== b . 2104380 |============================================================== Speedb 2.7 Test: Read Random Write Random Op/s > Higher Is Better a . 1011750 |================================================================== b . 978572 |================================================================ SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 2.949 |==================================================================== b . 2.931 |==================================================================== SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 23.54 |==================================================================== b . 23.35 |=================================================================== SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 78.31 |=================================================================== b . 79.93 |==================================================================== SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 78.88 |================================================================== b . 81.31 |==================================================================== SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 9.956 |==================================================================== b . 9.768 |=================================================================== SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 63.99 |==================================================================== b . 63.70 |==================================================================== SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 255.93 |================================================================ b . 268.08 |=================================================================== SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 316.49 |================================================================ b . 331.50 |=================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: VGG-16 images/sec > Higher Is Better a . 2.59 |===================================================================== b . 2.13 |========================================================= TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: AlexNet images/sec > Higher Is Better a . 8.88 |===================================================================== b . 7.23 |======================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: VGG-16 images/sec > Higher Is Better a . 4.69 |===================================================================== b . 4.23 |============================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better a . 59.35 |==================================================================== b . 51.44 |=========================================================== TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: GoogLeNet images/sec > Higher Is Better a . 9.89 |===================================================================== b . 9.44 |================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: ResNet-50 images/sec > Higher Is Better a . 6.38 |==================================================================== b . 6.47 |===================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better a . 35.56 |==================================================================== b . 33.16 |=============================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better a . 11.52 |==================================================================== b . 10.04 |=========================================================== Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B Seconds < Lower Is Better a . 47.65 |==================================================================== b . 47.20 |=================================================================== Y-Cruncher 0.8.3 Pi Digits To Calculate: 500M Seconds < Lower Is Better a . 22.30 |==================================================================== b . 22.05 |===================================================================