Geekbench ML Score

1656
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 11:20 PM
Views 1

System Information

System Information
Operating System Ubuntu 22.04.4 LTS
Model Apple Inc. MacPro7,1
Motherboard Apple Inc. Mac-27AD2F918AE68F61
CPU Information
Name Intel Xeon W-3235
Topology 1 Processor, 12 Cores, 24 Threads
Identifier GenuineIntel Family 6 Model 85 Stepping 7
Base Frequency 4.40 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 12
L1 Data Cache32.0 KB x 12
L2 Cache1.00 MB x 12
L3 Cache19.2 MB x 1
Memory Information
Size 94.23 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1364
255.3 IPS
 
Image Classification (F16)
100% 1352
253.0 IPS
 
Image Classification (I8)
99% 749
140.1 IPS
 
Image Segmentation (F32)
100% 1960
32.7 IPS
 
Image Segmentation (F16)
100% 1966
32.8 IPS
 
Image Segmentation (I8)
98% 691
11.5 IPS
 
Pose Estimation (F32)
100% 2577
3.12 IPS
 
Pose Estimation (F16)
100% 2549
3.09 IPS
 
Pose Estimation (I8)
100% 3017
3.65 IPS
 
Object Detection (F32)
100% 1405
104.9 IPS
 
Object Detection (F16)
100% 1437
107.2 IPS
 
Object Detection (I8)
65% 897
67.0 IPS
 
Face Detection (F32)
100% 2744
32.6 IPS
 
Face Detection (F16)
100% 2729
32.4 IPS
 
Face Detection (I8)
87% 1663
19.8 IPS
 
Depth Estimation (F32)
100% 2522
19.6 IPS
 
Depth Estimation (F16)
100% 2529
19.6 IPS
 
Depth Estimation (I8)
95% 2000
15.5 IPS
 
Style Transfer (F32)
100% 3091
4.07 IPS
 
Style Transfer (F16)
100% 3115
4.10 IPS
 
Style Transfer (I8)
98% 4935
6.49 IPS
 
Image Super-Resolution (F32)
100% 1608
57.4 IPS
 
Image Super-Resolution (F16)
100% 1594
56.9 IPS
 
Image Super-Resolution (I8)
98% 1339
47.8 IPS
 
Text Classification (F32)
100% 1088
1.56 KIPS
 
Text Classification (F16)
100% 1087
1.56 KIPS
 
Text Classification (I8)
92% 438
629.0 IPS
 
Machine Translation (F32)
100% 2049
37.7 IPS
 
Machine Translation (F16)
100% 2039
37.5 IPS
 
Machine Translation (I8)
62% 513
9.44 IPS
 

Compare

Set Baseline Geekbench 6 now available