Geekbench ML Score

22561
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 04:48 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model Gigabyte Technology Co., Ltd. B760 DS3H AC DDR4
Motherboard Gigabyte Technology Co., Ltd. B760 DS3H AC DDR4
Power PlanBalanced
CPU Information
Name Intel Core i7-12700F
Topology 1 Processor, 12 Cores, 20 Threads
Identifier GenuineIntel Family 6 Model 151 Stepping 2
Base Frequency 2.10 GHz
Cluster 18 Cores
Cluster 24 Cores
L1 Instruction Cache32.0 KB x 10
L1 Data Cache48.0 KB x 10
L2 Cache1.25 MB x 2
L3 Cache25.0 MB x 1
Memory Information
Size 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4070 Ti

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 9932
1.86 KIPS
 
Image Classification (F16)
100% 10383
1.94 KIPS
 
Image Classification (I8)
100% 8900
1.67 KIPS
 
Image Segmentation (F32)
100% 15621
260.9 IPS
 
Image Segmentation (F16)
100% 15411
257.4 IPS
 
Image Segmentation (I8)
98% 14645
244.6 IPS
 
Pose Estimation (F32)
100% 174823
211.7 IPS
 
Pose Estimation (F16)
100% 175424
212.4 IPS
 
Pose Estimation (I8)
100% 158870
192.4 IPS
 
Object Detection (F32)
100% 6588
491.8 IPS
 
Object Detection (F16)
100% 6655
496.9 IPS
 
Object Detection (I8)
56% 6155
459.5 IPS
 
Face Detection (F32)
100% 31805
378.2 IPS
 
Face Detection (F16)
100% 32396
385.2 IPS
 
Face Detection (I8)
89% 27949
332.3 IPS
 
Depth Estimation (F32)
100% 63242
490.4 IPS
 
Depth Estimation (F16)
100% 63180
490.0 IPS
 
Depth Estimation (I8)
94% 51017
395.6 IPS
 
Style Transfer (F32)
100% 287467
378.1 IPS
 
Style Transfer (F16)
100% 289640
381.0 IPS
 
Style Transfer (I8)
98% 260616
342.8 IPS
 
Image Super-Resolution (F32)
100% 39792
1.42 KIPS
 
Image Super-Resolution (F16)
100% 42277
1.51 KIPS
 
Image Super-Resolution (I8)
99% 34506
1.23 KIPS
 
Text Classification (F32)
100% 3403
4.89 KIPS
 
Text Classification (F16)
100% 3418
4.91 KIPS
 
Text Classification (I8)
98% 2083
2.99 KIPS
 
Machine Translation (F32)
100% 4405
81.1 IPS
 
Machine Translation (F16)
100% 4422
81.4 IPS
 
Machine Translation (I8)
70% 2687
49.4 IPS
 

Compare

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