User | aureozanon |
Upload Date | May 09 2024 06:28 AM |
Views | 3 |
System Information | |
---|---|
Operating System | macOS 14.5 (Build 23F5074a) |
Model | Mac mini (2023) |
Model ID | Mac14,3 |
Motherboard | Mac14,3 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.30 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 | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1440
269.4 IPS |
|
Image Classification (F16)
|
100% |
1820
340.5 IPS |
|
Image Classification (I8)
|
99% |
1828
342.1 IPS |
|
Image Segmentation (F32)
|
100% |
782
13.1 IPS |
|
Image Segmentation (F16)
|
100% |
772
12.9 IPS |
|
Image Segmentation (I8)
|
100% |
774
12.9 IPS |
|
Pose Estimation (F32)
|
100% |
5926
7.18 IPS |
|
Pose Estimation (F16)
|
100% |
14032
17.0 IPS |
|
Pose Estimation (I8)
|
100% |
14034
17.0 IPS |
|
Object Detection (F32)
|
100% |
1449
108.2 IPS |
|
Object Detection (F16)
|
100% |
1962
146.5 IPS |
|
Object Detection (I8)
|
97% |
1449
108.2 IPS |
|
Face Detection (F32)
|
100% |
2795
33.2 IPS |
|
Face Detection (F16)
|
97% |
4250
50.5 IPS |
|
Face Detection (I8)
|
97% |
4222
50.2 IPS |
|
Depth Estimation (F32)
|
100% |
5310
41.2 IPS |
|
Depth Estimation (F16)
|
100% |
8454
65.6 IPS |
|
Depth Estimation (I8)
|
99% |
8438
65.4 IPS |
|
Style Transfer (F32)
|
100% |
16729
22.0 IPS |
|
Style Transfer (F16)
|
100% |
26026
34.2 IPS |
|
Style Transfer (I8)
|
100% |
26002
34.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
3783
135.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
4971
177.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
4961
177.2 IPS |
|
Text Classification (F32)
|
100% |
2029
2.92 KIPS |
|
Text Classification (F16)
|
100% |
2980
4.28 KIPS |
|
Text Classification (I8)
|
96% |
3046
4.38 KIPS |
|
Machine Translation (F32)
|
100% |
1248
23.0 IPS |
|
Machine Translation (F16)
|
100% |
1505
27.7 IPS |
|
Machine Translation (I8)
|
99% |
1245
22.9 IPS |