Geekbench ML Score

11227
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date April 26 2024 05:08 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 10 Home (64-bit)
Model Gigabyte Technology Co., Ltd. Z590 AORUS ELITE
Motherboard Gigabyte Technology Co., Ltd. Z590 AORUS ELITE
Power PlanBalanced
CPU Information
Name Intel Core i7-11700K
Topology 1 Processor, 8 Cores, 16 Threads
Identifier GenuineIntel Family 6 Model 167 Stepping 1
Base Frequency 3.60 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache48.0 KB x 8
L2 Cache512 KB x 8
L3 Cache16.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3080 Ti

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 5388
1.01 KIPS
 
Image Classification (F16)
100% 5804
1.09 KIPS
 
Image Classification (I8)
100% 3369
630.4 IPS
 
Image Segmentation (F32)
100% 7473
124.8 IPS
 
Image Segmentation (F16)
100% 7733
129.2 IPS
 
Image Segmentation (I8)
98% 6048
101.0 IPS
 
Pose Estimation (F32)
100% 118478
143.5 IPS
 
Pose Estimation (F16)
100% 120213
145.6 IPS
 
Pose Estimation (I8)
100% 86285
104.5 IPS
 
Object Detection (F32)
100% 4405
328.9 IPS
 
Object Detection (F16)
100% 4451
332.3 IPS
 
Object Detection (I8)
56% 3533
263.8 IPS
 
Face Detection (F32)
100% 16109
191.5 IPS
 
Face Detection (F16)
100% 16251
193.2 IPS
 
Face Detection (I8)
89% 10494
124.8 IPS
 
Depth Estimation (F32)
100% 33999
263.7 IPS
 
Depth Estimation (F16)
100% 33740
261.7 IPS
 
Depth Estimation (I8)
95% 21621
167.7 IPS
 
Style Transfer (F32)
100% 173140
227.8 IPS
 
Style Transfer (F16)
100% 178216
234.4 IPS
 
Style Transfer (I8)
98% 124343
163.6 IPS
 
Image Super-Resolution (F32)
100% 22599
807.1 IPS
 
Image Super-Resolution (F16)
100% 21934
783.3 IPS
 
Image Super-Resolution (I8)
99% 14027
501.0 IPS
 
Text Classification (F32)
100% 1251
1.80 KIPS
 
Text Classification (F16)
100% 1250
1.80 KIPS
 
Text Classification (I8)
98% 755
1.09 KIPS
 
Machine Translation (F32)
100% 2195
40.4 IPS
 
Machine Translation (F16)
100% 2197
40.4 IPS
 
Machine Translation (I8)
70% 994
18.3 IPS
 

Compare

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