Upload Date | September 17 2024 01:13 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B5035e) |
Model | Mac15,12 |
Model ID | Mac15,12 |
Motherboard | Mac15,12 |
CPU Information | |
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Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.05 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
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Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1581
295.8 IPS |
|
Image Classification (F16)
|
100% |
2915
545.5 IPS |
|
Image Classification (I8)
|
99% |
2923
547.0 IPS |
|
Image Segmentation (F32)
|
100% |
1125
18.8 IPS |
|
Image Segmentation (F16)
|
100% |
1461
24.4 IPS |
|
Image Segmentation (I8)
|
100% |
1466
24.5 IPS |
|
Pose Estimation (F32)
|
100% |
8559
10.4 IPS |
|
Pose Estimation (F16)
|
100% |
16655
20.2 IPS |
|
Pose Estimation (I8)
|
100% |
16610
20.1 IPS |
|
Object Detection (F32)
|
100% |
1746
130.4 IPS |
|
Object Detection (F16)
|
100% |
2880
215.0 IPS |
|
Object Detection (I8)
|
97% |
1750
130.6 IPS |
|
Face Detection (F32)
|
100% |
3543
42.1 IPS |
|
Face Detection (F16)
|
97% |
6698
79.6 IPS |
|
Face Detection (I8)
|
97% |
6722
79.9 IPS |
|
Depth Estimation (F32)
|
100% |
7193
55.8 IPS |
|
Depth Estimation (F16)
|
100% |
13581
105.3 IPS |
|
Depth Estimation (I8)
|
99% |
13551
105.1 IPS |
|
Style Transfer (F32)
|
100% |
22054
29.0 IPS |
|
Style Transfer (F16)
|
100% |
33436
44.0 IPS |
|
Style Transfer (I8)
|
100% |
33375
43.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5329
190.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
6064
216.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
6073
216.9 IPS |
|
Text Classification (F32)
|
100% |
2559
3.68 KIPS |
|
Text Classification (F16)
|
100% |
4608
6.62 KIPS |
|
Text Classification (I8)
|
96% |
4582
6.59 KIPS |
|
Machine Translation (F32)
|
100% |
1520
28.0 IPS |
|
Machine Translation (F16)
|
100% |
1795
33.0 IPS |
|
Machine Translation (I8)
|
99% |
1501
27.6 IPS |