Upload Date | February 03 2025 07:14 PM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 15.3 (Build 24D60) |
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 | 3.48 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 | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3398
635.8 IPS |
|
Image Classification (F16)
|
100% |
11173
2.09 KIPS |
|
Image Classification (I8)
|
99% |
12174
2.28 KIPS |
|
Image Segmentation (F32)
|
100% |
1137
19.0 IPS |
|
Image Segmentation (F16)
|
100% |
2017
33.7 IPS |
|
Image Segmentation (I8)
|
100% |
1897
31.7 IPS |
|
Pose Estimation (F32)
|
100% |
23104
28.0 IPS |
|
Pose Estimation (F16)
|
100% |
94419
114.3 IPS |
|
Pose Estimation (I8)
|
100% |
96905
117.3 IPS |
|
Object Detection (F32)
|
100% |
2299
171.6 IPS |
|
Object Detection (F16)
|
100% |
5191
387.5 IPS |
|
Object Detection (I8)
|
97% |
2871
214.3 IPS |
|
Face Detection (F32)
|
100% |
8930
106.2 IPS |
|
Face Detection (F16)
|
97% |
19679
234.0 IPS |
|
Face Detection (I8)
|
96% |
16419
195.2 IPS |
|
Depth Estimation (F32)
|
100% |
16101
124.9 IPS |
|
Depth Estimation (F16)
|
100% |
47919
371.6 IPS |
|
Depth Estimation (I8)
|
37% |
53318
413.5 IPS |
|
Style Transfer (F32)
|
100% |
34513
45.4 IPS |
|
Style Transfer (F16)
|
100% |
146127
192.2 IPS |
|
Style Transfer (I8)
|
100% |
140802
185.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
7032
251.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
33173
1.18 KIPS |
|
Image Super-Resolution (I8)
|
100% |
31817
1.14 KIPS |
|
Text Classification (F32)
|
100% |
2007
2.88 KIPS |
|
Text Classification (F16)
|
100% |
3438
4.94 KIPS |
|
Text Classification (I8)
|
96% |
3441
4.95 KIPS |
|
Machine Translation (F32)
|
100% |
728
13.4 IPS |
|
Machine Translation (F16)
|
100% |
1396
25.7 IPS |
|
Machine Translation (I8)
|
99% |
747
13.8 IPS |