Geekbench ML Score

15446
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date April 25 2024 11:40 AM
Views 2

System Information

System Information
Operating System Windows 10 Pro (64-bit)
Model Micro-Star International Co., Ltd. MS-7D75
Motherboard Micro-Star International Co., Ltd. MAG B650 TOMAHAWK WIFI (MS-7D75)
CPU Information
Name AMD Ryzen 7 7700X
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 25 Model 97 Stepping 2
Base Frequency 4.50 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache1.00 MB x 8
L3 Cache32.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device AMD Radeon RX 6800 XT

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 10443
1.95 KIPS
 
Image Classification (F16)
100% 10369
1.94 KIPS
 
Image Classification (I8)
100% 8315
1.56 KIPS
 
Image Segmentation (F32)
100% 10388
173.5 IPS
 
Image Segmentation (F16)
100% 10323
172.4 IPS
 
Image Segmentation (I8)
98% 9874
164.9 IPS
 
Pose Estimation (F32)
100% 162047
196.2 IPS
 
Pose Estimation (F16)
100% 159580
193.2 IPS
 
Pose Estimation (I8)
100% 133126
161.2 IPS
 
Object Detection (F32)
100% 2764
206.4 IPS
 
Object Detection (F16)
100% 4539
338.9 IPS
 
Object Detection (I8)
56% 4574
341.5 IPS
 
Face Detection (F32)
100% 28588
339.9 IPS
 
Face Detection (F16)
100% 28628
340.4 IPS
 
Face Detection (I8)
89% 23651
281.2 IPS
 
Depth Estimation (F32)
100% 42825
332.1 IPS
 
Depth Estimation (F16)
100% 41777
324.0 IPS
 
Depth Estimation (I8)
95% 24439
189.5 IPS
 
Style Transfer (F32)
100% 115462
151.9 IPS
 
Style Transfer (F16)
100% 120526
158.5 IPS
 
Style Transfer (I8)
98% 112281
147.7 IPS
 
Image Super-Resolution (F32)
100% 10161
362.9 IPS
 
Image Super-Resolution (F16)
100% 10138
362.1 IPS
 
Image Super-Resolution (I8)
99% 8250
294.6 IPS
 
Text Classification (F32)
100% 3644
5.24 KIPS
 
Text Classification (F16)
100% 3649
5.24 KIPS
 
Text Classification (I8)
98% 2341
3.36 KIPS
 
Machine Translation (F32)
100% 4885
89.9 IPS
 
Machine Translation (F16)
100% 4881
89.8 IPS
 
Machine Translation (I8)
70% 2944
54.2 IPS
 

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