Geekbench ML Score

15586
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date May 22 2024 03:50 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Enterprise (64-bit)
Model Micro-Star International Co., Ltd. MS-7C84
Motherboard Micro-Star International Co., Ltd. MAG X570 TOMAHAWK WIFI (MS-7C84)
Power PlanBalanced
CPU Information
Name AMD Ryzen 7 5800X
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 0
Base Frequency 3.80 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache512 KB x 8
L3 Cache32.0 MB x 1
Memory Information
Size 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3080

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 8033
1.50 KIPS
 
Image Classification (F16)
100% 8723
1.63 KIPS
 
Image Classification (I8)
99% 2478
463.8 IPS
 
Image Segmentation (F32)
100% 13550
226.3 IPS
 
Image Segmentation (F16)
100% 13366
223.2 IPS
 
Image Segmentation (I8)
98% 3373
56.3 IPS
 
Pose Estimation (F32)
100% 126216
152.8 IPS
 
Pose Estimation (F16)
100% 126811
153.6 IPS
 
Pose Estimation (I8)
100% 135525
164.1 IPS
 
Object Detection (F32)
100% 5332
398.1 IPS
 
Object Detection (F16)
100% 5395
402.7 IPS
 
Object Detection (I8)
56% 3931
293.4 IPS
 
Face Detection (F32)
100% 27589
328.0 IPS
 
Face Detection (F16)
100% 27859
331.2 IPS
 
Face Detection (I8)
89% 4775
56.8 IPS
 
Depth Estimation (F32)
100% 50692
393.1 IPS
 
Depth Estimation (F16)
100% 49944
387.3 IPS
 
Depth Estimation (I8)
95% 20085
155.8 IPS
 
Style Transfer (F32)
100% 226987
298.6 IPS
 
Style Transfer (F16)
100% 226450
297.9 IPS
 
Style Transfer (I8)
98% 230318
303.0 IPS
 
Image Super-Resolution (F32)
100% 33416
1.19 KIPS
 
Image Super-Resolution (F16)
100% 33361
1.19 KIPS
 
Image Super-Resolution (I8)
99% 27600
985.7 IPS
 
Text Classification (F32)
100% 2437
3.50 KIPS
 
Text Classification (F16)
100% 2430
3.49 KIPS
 
Text Classification (I8)
98% 1466
2.11 KIPS
 
Machine Translation (F32)
100% 4012
73.8 IPS
 
Machine Translation (F16)
100% 3994
73.5 IPS
 
Machine Translation (I8)
70% 2461
45.3 IPS
 

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