Upload Date | January 09 2025 06:20 PM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 15.3 (Build 24D5040f) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.41 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% |
1296
242.6 IPS |
|
Image Classification (F16)
|
100% |
2359
441.4 IPS |
|
Image Classification (I8)
|
99% |
2362
441.9 IPS |
|
Image Segmentation (F32)
|
100% |
848
14.2 IPS |
|
Image Segmentation (F16)
|
100% |
1121
18.7 IPS |
|
Image Segmentation (I8)
|
100% |
1008
16.8 IPS |
|
Pose Estimation (F32)
|
100% |
6268
7.59 IPS |
|
Pose Estimation (F16)
|
100% |
13933
16.9 IPS |
|
Pose Estimation (I8)
|
100% |
13858
16.8 IPS |
|
Object Detection (F32)
|
100% |
1417
105.8 IPS |
|
Object Detection (F16)
|
100% |
2495
186.3 IPS |
|
Object Detection (I8)
|
97% |
1450
108.3 IPS |
|
Face Detection (F32)
|
100% |
3076
36.6 IPS |
|
Face Detection (F16)
|
97% |
5816
69.1 IPS |
|
Face Detection (I8)
|
97% |
5836
69.4 IPS |
|
Depth Estimation (F32)
|
100% |
5592
43.4 IPS |
|
Depth Estimation (F16)
|
100% |
11709
90.8 IPS |
|
Depth Estimation (I8)
|
99% |
11694
90.7 IPS |
|
Style Transfer (F32)
|
100% |
18176
23.9 IPS |
|
Style Transfer (F16)
|
100% |
27463
36.1 IPS |
|
Style Transfer (I8)
|
100% |
26926
35.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
4189
149.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
5024
179.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
5006
178.8 IPS |
|
Text Classification (F32)
|
100% |
2030
2.92 KIPS |
|
Text Classification (F16)
|
100% |
3242
4.66 KIPS |
|
Text Classification (I8)
|
96% |
3268
4.70 KIPS |
|
Machine Translation (F32)
|
100% |
1379
25.4 IPS |
|
Machine Translation (F16)
|
100% |
1638
30.1 IPS |
|
Machine Translation (I8)
|
99% |
1335
24.6 IPS |