Upload Date | October 24 2024 07:49 PM |
Views | 4 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B82) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
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Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.29 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% |
1255
234.8 IPS |
|
Image Classification (F16)
|
100% |
2501
467.9 IPS |
|
Image Classification (I8)
|
99% |
2519
471.4 IPS |
|
Image Segmentation (F32)
|
100% |
812
13.6 IPS |
|
Image Segmentation (F16)
|
100% |
1021
17.1 IPS |
|
Image Segmentation (I8)
|
100% |
1009
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
6495
7.86 IPS |
|
Pose Estimation (F16)
|
100% |
14172
17.2 IPS |
|
Pose Estimation (I8)
|
100% |
14101
17.1 IPS |
|
Object Detection (F32)
|
100% |
1418
105.9 IPS |
|
Object Detection (F16)
|
100% |
2451
183.0 IPS |
|
Object Detection (I8)
|
97% |
1418
105.8 IPS |
|
Face Detection (F32)
|
100% |
2905
34.5 IPS |
|
Face Detection (F16)
|
97% |
5805
69.0 IPS |
|
Face Detection (I8)
|
97% |
5781
68.7 IPS |
|
Depth Estimation (F32)
|
100% |
5579
43.3 IPS |
|
Depth Estimation (F16)
|
100% |
11192
86.8 IPS |
|
Depth Estimation (I8)
|
99% |
11169
86.6 IPS |
|
Style Transfer (F32)
|
100% |
18026
23.7 IPS |
|
Style Transfer (F16)
|
100% |
27878
36.7 IPS |
|
Style Transfer (I8)
|
100% |
27199
35.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4080
145.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
4964
177.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
4962
177.2 IPS |
|
Text Classification (F32)
|
100% |
2075
2.98 KIPS |
|
Text Classification (F16)
|
100% |
3392
4.87 KIPS |
|
Text Classification (I8)
|
96% |
3398
4.88 KIPS |
|
Machine Translation (F32)
|
100% |
1385
25.5 IPS |
|
Machine Translation (F16)
|
100% |
1584
29.1 IPS |
|
Machine Translation (I8)
|
99% |
1354
24.9 IPS |