Upload Date | August 15 2024 06:36 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5320a) |
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 | 3.30 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% |
1298
242.9 IPS |
|
Image Classification (F16)
|
100% |
2314
433.1 IPS |
|
Image Classification (I8)
|
99% |
2334
436.7 IPS |
|
Image Segmentation (F32)
|
100% |
814
13.6 IPS |
|
Image Segmentation (F16)
|
100% |
1121
18.7 IPS |
|
Image Segmentation (I8)
|
100% |
1013
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
6240
7.56 IPS |
|
Pose Estimation (F16)
|
100% |
13810
16.7 IPS |
|
Pose Estimation (I8)
|
100% |
14131
17.1 IPS |
|
Object Detection (F32)
|
100% |
1430
106.7 IPS |
|
Object Detection (F16)
|
100% |
2475
184.8 IPS |
|
Object Detection (I8)
|
97% |
1433
107.0 IPS |
|
Face Detection (F32)
|
100% |
3030
36.0 IPS |
|
Face Detection (F16)
|
97% |
5842
69.5 IPS |
|
Face Detection (I8)
|
97% |
5591
66.5 IPS |
|
Depth Estimation (F32)
|
100% |
5505
42.7 IPS |
|
Depth Estimation (F16)
|
100% |
11554
89.6 IPS |
|
Depth Estimation (I8)
|
99% |
11583
89.8 IPS |
|
Style Transfer (F32)
|
100% |
18063
23.8 IPS |
|
Style Transfer (F16)
|
100% |
26949
35.4 IPS |
|
Style Transfer (I8)
|
100% |
27824
36.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
4189
149.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
5071
181.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4939
176.4 IPS |
|
Text Classification (F32)
|
100% |
1966
2.83 KIPS |
|
Text Classification (F16)
|
100% |
3350
4.81 KIPS |
|
Text Classification (I8)
|
96% |
3385
4.87 KIPS |
|
Machine Translation (F32)
|
100% |
1331
24.5 IPS |
|
Machine Translation (F16)
|
100% |
1638
30.1 IPS |
|
Machine Translation (I8)
|
99% |
1334
24.6 IPS |