Upload Date | September 06 2024 06:43 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5331b) |
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 | 3.46 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% |
1168
218.6 IPS |
|
Image Classification (F16)
|
100% |
2422
453.1 IPS |
|
Image Classification (I8)
|
99% |
2364
442.4 IPS |
|
Image Segmentation (F32)
|
100% |
721
12.0 IPS |
|
Image Segmentation (F16)
|
100% |
1066
17.8 IPS |
|
Image Segmentation (I8)
|
100% |
1068
17.8 IPS |
|
Pose Estimation (F32)
|
100% |
6035
7.31 IPS |
|
Pose Estimation (F16)
|
100% |
13546
16.4 IPS |
|
Pose Estimation (I8)
|
100% |
13786
16.7 IPS |
|
Object Detection (F32)
|
100% |
1331
99.3 IPS |
|
Object Detection (F16)
|
100% |
2256
168.4 IPS |
|
Object Detection (I8)
|
97% |
1327
99.1 IPS |
|
Face Detection (F32)
|
100% |
3047
36.2 IPS |
|
Face Detection (F16)
|
97% |
5775
68.7 IPS |
|
Face Detection (I8)
|
97% |
5637
67.0 IPS |
|
Depth Estimation (F32)
|
100% |
5681
44.1 IPS |
|
Depth Estimation (F16)
|
100% |
11594
89.9 IPS |
|
Depth Estimation (I8)
|
99% |
11321
87.8 IPS |
|
Style Transfer (F32)
|
100% |
17823
23.4 IPS |
|
Style Transfer (F16)
|
100% |
27685
36.4 IPS |
|
Style Transfer (I8)
|
100% |
27854
36.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
4035
144.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
4855
173.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
4974
177.7 IPS |
|
Text Classification (F32)
|
100% |
2003
2.88 KIPS |
|
Text Classification (F16)
|
100% |
3324
4.78 KIPS |
|
Text Classification (I8)
|
96% |
3385
4.87 KIPS |
|
Machine Translation (F32)
|
100% |
1347
24.8 IPS |
|
Machine Translation (F16)
|
100% |
1551
28.5 IPS |
|
Machine Translation (I8)
|
99% |
1321
24.3 IPS |