Geekbench ML Score

16139
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 17 2024 12:36 PM
Views 3

System Information

System Information
Operating System Windows 10 Pro (64-bit)
Model Gigabyte Technology Co., Ltd. B550 AORUS ELITE
Motherboard Gigabyte Technology Co., Ltd. B550 AORUS ELITE
CPU Information
Name AMD Ryzen 9 5950X
Topology 1 Processor, 16 Cores, 32 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 0
Base Frequency 3.40 GHz
Cluster 116 Cores
L1 Instruction Cache32.0 KB x 16
L1 Data Cache32.0 KB x 16
L2 Cache512 KB x 16
L3 Cache32.0 MB x 2
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3080

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 7763
1.45 KIPS
 
Image Classification (F16)
100% 8329
1.56 KIPS
 
Image Classification (I8)
100% 5463
1.02 KIPS
 
Image Segmentation (F32)
100% 13133
219.3 IPS
 
Image Segmentation (F16)
100% 13141
219.5 IPS
 
Image Segmentation (I8)
98% 9780
163.3 IPS
 
Pose Estimation (F32)
100% 120141
145.5 IPS
 
Pose Estimation (F16)
100% 120257
145.6 IPS
 
Pose Estimation (I8)
100% 93936
113.8 IPS
 
Object Detection (F32)
100% 5437
405.9 IPS
 
Object Detection (F16)
100% 5383
401.9 IPS
 
Object Detection (I8)
56% 4351
324.8 IPS
 
Face Detection (F32)
100% 25880
307.7 IPS
 
Face Detection (F16)
100% 26733
317.9 IPS
 
Face Detection (I8)
89% 18053
214.7 IPS
 
Depth Estimation (F32)
100% 53494
414.8 IPS
 
Depth Estimation (F16)
100% 48541
376.4 IPS
 
Depth Estimation (I8)
94% 30322
235.1 IPS
 
Style Transfer (F32)
100% 211428
278.1 IPS
 
Style Transfer (F16)
100% 211432
278.1 IPS
 
Style Transfer (I8)
98% 156976
206.5 IPS
 
Image Super-Resolution (F32)
100% 30565
1.09 KIPS
 
Image Super-Resolution (F16)
100% 30893
1.10 KIPS
 
Image Super-Resolution (I8)
99% 17705
632.3 IPS
 
Text Classification (F32)
100% 2262
3.25 KIPS
 
Text Classification (F16)
100% 2258
3.25 KIPS
 
Text Classification (I8)
98% 1157
1.66 KIPS
 
Machine Translation (F32)
100% 3903
71.8 IPS
 
Machine Translation (F16)
100% 3896
71.7 IPS
 
Machine Translation (I8)
70% 1614
29.7 IPS
 

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