Upload Date | August 16 2024 11:38 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Pro (14-inch, 2023) |
Model ID | Mac14,9 |
Motherboard | Mac14,9 |
CPU Information | |
---|---|
Name | Apple M2 Pro |
Topology | 1 Processor, 12 Cores |
Identifier | Apple M2 Pro |
Base Frequency | 3.47 GHz |
Cluster 1 | 8 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 | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4875
912.2 IPS |
|
Image Classification (F16)
|
100% |
5065
947.8 IPS |
|
Image Classification (I8)
|
99% |
4435
830.0 IPS |
|
Image Segmentation (F32)
|
100% |
2087
34.9 IPS |
|
Image Segmentation (F16)
|
100% |
2111
35.3 IPS |
|
Image Segmentation (I8)
|
100% |
2100
35.1 IPS |
|
Pose Estimation (F32)
|
100% |
41738
50.5 IPS |
|
Pose Estimation (F16)
|
100% |
43593
52.8 IPS |
|
Pose Estimation (I8)
|
100% |
42555
51.5 IPS |
|
Object Detection (F32)
|
100% |
3229
241.1 IPS |
|
Object Detection (F16)
|
100% |
3308
247.0 IPS |
|
Object Detection (I8)
|
97% |
3169
236.6 IPS |
|
Face Detection (F32)
|
100% |
14931
177.5 IPS |
|
Face Detection (F16)
|
98% |
15866
188.7 IPS |
|
Face Detection (I8)
|
97% |
14963
177.9 IPS |
|
Depth Estimation (F32)
|
100% |
24549
190.4 IPS |
|
Depth Estimation (F16)
|
100% |
25735
199.6 IPS |
|
Depth Estimation (I8)
|
37% |
23899
185.3 IPS |
|
Style Transfer (F32)
|
100% |
75738
99.6 IPS |
|
Style Transfer (F16)
|
100% |
78524
103.3 IPS |
|
Style Transfer (I8)
|
100% |
80884
106.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
11469
409.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
12999
464.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
12564
448.7 IPS |
|
Text Classification (F32)
|
100% |
577
828.8 IPS |
|
Text Classification (F16)
|
100% |
663
953.3 IPS |
|
Text Classification (I8)
|
96% |
534
768.0 IPS |
|
Machine Translation (F32)
|
100% |
957
17.6 IPS |
|
Machine Translation (F16)
|
100% |
933
17.2 IPS |
|
Machine Translation (I8)
|
99% |
887
16.3 IPS |