Upload Date | August 17 2024 02:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B5024e) |
Model | MacBook Pro (16-inch, 2021) |
Model ID | MacBookPro18,2 |
Motherboard | MacBookPro18,2 |
CPU Information | |
---|---|
Name | Apple M1 Max |
Topology | 1 Processor, 10 Cores |
Identifier | Apple M1 Max |
Base Frequency | 3.21 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 2 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3919
733.4 IPS |
|
Image Classification (F16)
|
100% |
6643
1.24 KIPS |
|
Image Classification (I8)
|
99% |
6774
1.27 KIPS |
|
Image Segmentation (F32)
|
100% |
1422
23.8 IPS |
|
Image Segmentation (F16)
|
100% |
1497
25.0 IPS |
|
Image Segmentation (I8)
|
100% |
1452
24.3 IPS |
|
Pose Estimation (F32)
|
100% |
51315
62.1 IPS |
|
Pose Estimation (F16)
|
100% |
62382
75.5 IPS |
|
Pose Estimation (I8)
|
100% |
63319
76.7 IPS |
|
Object Detection (F32)
|
100% |
3018
225.3 IPS |
|
Object Detection (F16)
|
100% |
3976
296.9 IPS |
|
Object Detection (I8)
|
97% |
2974
222.0 IPS |
|
Face Detection (F32)
|
100% |
14551
173.0 IPS |
|
Face Detection (F16)
|
97% |
11239
133.6 IPS |
|
Face Detection (I8)
|
96% |
10812
128.6 IPS |
|
Depth Estimation (F32)
|
100% |
23899
185.3 IPS |
|
Depth Estimation (F16)
|
100% |
27665
214.5 IPS |
|
Depth Estimation (I8)
|
37% |
28673
222.4 IPS |
|
Style Transfer (F32)
|
100% |
73304
96.4 IPS |
|
Style Transfer (F16)
|
100% |
110944
145.9 IPS |
|
Style Transfer (I8)
|
100% |
115721
152.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
10967
391.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
22613
807.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
22724
811.5 IPS |
|
Text Classification (F32)
|
100% |
2050
2.95 KIPS |
|
Text Classification (F16)
|
100% |
3516
5.05 KIPS |
|
Text Classification (I8)
|
96% |
3455
4.97 KIPS |
|
Machine Translation (F32)
|
100% |
810
14.9 IPS |
|
Machine Translation (F16)
|
100% |
1464
26.9 IPS |
|
Machine Translation (I8)
|
99% |
644
11.9 IPS |