Upload Date | August 17 2024 06:23 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Air (15-inch, 2023) |
Model ID | Mac14,15 |
Motherboard | Mac14,15 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.47 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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1489
278.7 IPS |
|
Image Classification (F16)
|
100% |
1900
355.5 IPS |
|
Image Classification (I8)
|
99% |
1895
354.7 IPS |
|
Image Segmentation (F32)
|
100% |
808
13.5 IPS |
|
Image Segmentation (F16)
|
100% |
808
13.5 IPS |
|
Image Segmentation (I8)
|
100% |
800
13.4 IPS |
|
Pose Estimation (F32)
|
100% |
5870
7.11 IPS |
|
Pose Estimation (F16)
|
100% |
13827
16.7 IPS |
|
Pose Estimation (I8)
|
100% |
13979
16.9 IPS |
|
Object Detection (F32)
|
100% |
1495
111.6 IPS |
|
Object Detection (F16)
|
100% |
2046
152.7 IPS |
|
Object Detection (I8)
|
97% |
1489
111.2 IPS |
|
Face Detection (F32)
|
100% |
2827
33.6 IPS |
|
Face Detection (F16)
|
97% |
4339
51.6 IPS |
|
Face Detection (I8)
|
97% |
4305
51.2 IPS |
|
Depth Estimation (F32)
|
100% |
5351
41.5 IPS |
|
Depth Estimation (F16)
|
100% |
8687
67.4 IPS |
|
Depth Estimation (I8)
|
99% |
8717
67.6 IPS |
|
Style Transfer (F32)
|
100% |
16849
22.2 IPS |
|
Style Transfer (F16)
|
100% |
26521
34.9 IPS |
|
Style Transfer (I8)
|
100% |
26548
34.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
3762
134.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
4946
176.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
4999
178.5 IPS |
|
Text Classification (F32)
|
100% |
2110
3.03 KIPS |
|
Text Classification (F16)
|
100% |
3219
4.63 KIPS |
|
Text Classification (I8)
|
96% |
3217
4.62 KIPS |
|
Machine Translation (F32)
|
100% |
1283
23.6 IPS |
|
Machine Translation (F16)
|
100% |
1551
28.5 IPS |
|
Machine Translation (I8)
|
99% |
1268
23.3 IPS |