Geekbench ML Score

15089
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 11:19 AM
Views 5

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model Gigabyte Technology Co., Ltd. X570 AORUS ELITE
Motherboard Gigabyte Technology Co., Ltd. X570 AORUS ELITE
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 3070 Ti

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 7043
1.32 KIPS
 
Image Classification (F16)
100% 7277
1.36 KIPS
 
Image Classification (I8)
100% 5083
951.1 IPS
 
Image Segmentation (F32)
100% 12231
204.3 IPS
 
Image Segmentation (F16)
100% 12233
204.3 IPS
 
Image Segmentation (I8)
98% 9643
161.0 IPS
 
Pose Estimation (F32)
100% 107643
130.4 IPS
 
Pose Estimation (F16)
100% 108862
131.8 IPS
 
Pose Estimation (I8)
100% 83112
100.6 IPS
 
Object Detection (F32)
100% 5324
397.5 IPS
 
Object Detection (F16)
100% 5262
392.9 IPS
 
Object Detection (I8)
63% 4191
312.9 IPS
 
Face Detection (F32)
100% 21079
250.6 IPS
 
Face Detection (F16)
100% 22112
262.9 IPS
 
Face Detection (I8)
89% 15531
184.7 IPS
 
Depth Estimation (F32)
100% 44155
342.4 IPS
 
Depth Estimation (F16)
100% 43748
339.3 IPS
 
Depth Estimation (I8)
95% 29730
230.6 IPS
 
Style Transfer (F32)
100% 181185
238.3 IPS
 
Style Transfer (F16)
100% 168713
221.9 IPS
 
Style Transfer (I8)
98% 130290
171.4 IPS
 
Image Super-Resolution (F32)
100% 31225
1.12 KIPS
 
Image Super-Resolution (F16)
100% 32112
1.15 KIPS
 
Image Super-Resolution (I8)
99% 18993
678.3 IPS
 
Text Classification (F32)
100% 2490
3.58 KIPS
 
Text Classification (F16)
100% 2481
3.57 KIPS
 
Text Classification (I8)
98% 1263
1.81 KIPS
 
Machine Translation (F32)
100% 3674
67.6 IPS
 
Machine Translation (F16)
100% 3675
67.6 IPS
 
Machine Translation (I8)
70% 1605
29.5 IPS
 

Compare

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