Upload Date | May 16 2024 02:49 AM |
Views | 6 |
System Information | |
---|---|
Operating System | macOS 14.4 (Build 23E214) |
Model | MacBook Pro (14-inch, 2021) |
Model ID | MacBookPro18,3 |
Motherboard | MacBookPro18,3 |
CPU Information | |
---|---|
Name | Apple M1 Pro |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M1 Pro |
Base Frequency | 3.22 GHz |
Cluster 1 | 6 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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3436
643.0 IPS |
|
Image Classification (F16)
|
100% |
6849
1.28 KIPS |
|
Image Classification (I8)
|
99% |
7099
1.33 KIPS |
|
Image Segmentation (F32)
|
100% |
1202
20.1 IPS |
|
Image Segmentation (F16)
|
100% |
3520
58.8 IPS |
|
Image Segmentation (I8)
|
100% |
3478
58.1 IPS |
|
Pose Estimation (F32)
|
100% |
28875
35.0 IPS |
|
Pose Estimation (F16)
|
100% |
62036
75.1 IPS |
|
Pose Estimation (I8)
|
100% |
64954
78.7 IPS |
|
Object Detection (F32)
|
100% |
2770
206.8 IPS |
|
Object Detection (F16)
|
100% |
3958
295.5 IPS |
|
Object Detection (I8)
|
97% |
2525
188.5 IPS |
|
Face Detection (F32)
|
100% |
11123
132.3 IPS |
|
Face Detection (F16)
|
97% |
10757
127.9 IPS |
|
Face Detection (I8)
|
96% |
10152
120.7 IPS |
|
Depth Estimation (F32)
|
100% |
16888
131.0 IPS |
|
Depth Estimation (F16)
|
100% |
33577
260.4 IPS |
|
Depth Estimation (I8)
|
37% |
37339
289.6 IPS |
|
Style Transfer (F32)
|
100% |
47185
62.1 IPS |
|
Style Transfer (F16)
|
100% |
109352
143.8 IPS |
|
Style Transfer (I8)
|
100% |
117429
154.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
8311
296.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
16488
588.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
16610
593.2 IPS |
|
Text Classification (F32)
|
100% |
450
646.9 IPS |
|
Text Classification (F16)
|
100% |
1865
2.68 KIPS |
|
Text Classification (I8)
|
96% |
1878
2.70 KIPS |
|
Machine Translation (F32)
|
100% |
566
10.4 IPS |
|
Machine Translation (F16)
|
100% |
2387
43.9 IPS |
|
Machine Translation (I8)
|
99% |
535
9.84 IPS |