Upload Date | January 22 2024 07:53 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.1 (Build 23B74) |
Model | Mac mini (2023) |
Model ID | Mac14,3 |
Motherboard | Mac14,3 |
CPU Information | |
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Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.48 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% |
1129
211.2 IPS |
|
Image Classification (F16)
|
100% |
1127
210.9 IPS |
|
Image Classification (I8)
|
99% |
1126
210.7 IPS |
|
Image Segmentation (F32)
|
100% |
550
9.19 IPS |
|
Image Segmentation (F16)
|
100% |
501
8.36 IPS |
|
Image Segmentation (I8)
|
100% |
502
8.38 IPS |
|
Pose Estimation (F32)
|
100% |
5758
6.97 IPS |
|
Pose Estimation (F16)
|
100% |
11146
13.5 IPS |
|
Pose Estimation (I8)
|
100% |
11467
13.9 IPS |
|
Object Detection (F32)
|
100% |
1216
90.8 IPS |
|
Object Detection (F16)
|
100% |
1242
92.8 IPS |
|
Object Detection (I8)
|
97% |
1219
91.0 IPS |
|
Face Detection (F32)
|
100% |
2165
25.7 IPS |
|
Face Detection (F16)
|
100% |
1826
21.7 IPS |
|
Face Detection (I8)
|
99% |
1925
22.9 IPS |
|
Depth Estimation (F32)
|
100% |
3669
28.4 IPS |
|
Depth Estimation (F16)
|
99% |
3908
30.3 IPS |
|
Depth Estimation (I8)
|
99% |
3950
30.6 IPS |
|
Style Transfer (F32)
|
100% |
10982
14.4 IPS |
|
Style Transfer (F16)
|
100% |
13069
17.2 IPS |
|
Style Transfer (I8)
|
100% |
13094
17.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2951
105.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
2407
85.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
2753
98.3 IPS |
|
Text Classification (F32)
|
100% |
436
626.7 IPS |
|
Text Classification (F16)
|
100% |
514
738.7 IPS |
|
Text Classification (I8)
|
96% |
516
742.0 IPS |
|
Machine Translation (F32)
|
100% |
950
17.5 IPS |
|
Machine Translation (F16)
|
99% |
1097
20.2 IPS |
|
Machine Translation (I8)
|
99% |
955
17.6 IPS |