qaihm-bot commited on
Commit
a7c22cc
·
verified ·
1 Parent(s): 7f95f74

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +31 -31
README.md CHANGED
@@ -34,35 +34,35 @@ More details on model performance across various devices, can be found
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 163.613 ms | 1 - 97 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
38
- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 150.284 ms | 5 - 7 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
39
- | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 168.371 ms | 0 - 260 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
40
- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 124.797 ms | 1 - 650 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
41
- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 111.753 ms | 3 - 22 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
42
- | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 124.183 ms | 1 - 610 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
43
- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 115.248 ms | 0 - 641 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
44
- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 119.379 ms | 3 - 651 MB | FP16 | NPU | Use Export Script |
45
- | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 115.948 ms | 5 - 603 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
46
- | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 923.291 ms | 1 - 661 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
47
- | Depth-Anything-V2 | SA7255P ADP | SA7255P | QNN | 927.389 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
48
- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 168.892 ms | 0 - 104 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
49
- | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 155.339 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
50
- | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 212.469 ms | 1 - 663 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
51
- | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 207.349 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
52
- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 167.453 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
53
- | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 150.239 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
54
- | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 190.284 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
55
- | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 181.283 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
56
- | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 923.291 ms | 1 - 661 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
57
- | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 927.389 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
58
- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 157.535 ms | 1 - 105 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
59
- | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 149.23 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
60
- | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 190.284 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
61
- | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 181.283 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
62
- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 204.482 ms | 1 - 695 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
63
- | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 231.106 ms | 3 - 726 MB | FP16 | NPU | Use Export Script |
64
- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 147.397 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
65
- | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 160.873 ms | 70 - 70 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
66
 
67
 
68
 
@@ -126,8 +126,8 @@ Profiling Results
126
  Depth-Anything-V2
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
- Estimated inference time (ms) : 163.6
130
- Estimated peak memory usage (MB): [1, 97]
131
  Total # Ops : 634
132
  Compute Unit(s) : NPU (634 ops)
133
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 162.887 ms | 1 - 108 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
38
+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 146.159 ms | 5 - 7 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
39
+ | Depth-Anything-V2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 158.897 ms | 2 - 187 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
40
+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 119.579 ms | 1 - 650 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
41
+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 108.461 ms | 3 - 23 MB | FP16 | NPU | [Depth-Anything-V2.so](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.so) |
42
+ | Depth-Anything-V2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 124.133 ms | 5 - 613 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
43
+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 96.783 ms | 1 - 640 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
44
+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 115.296 ms | 3 - 651 MB | FP16 | NPU | Use Export Script |
45
+ | Depth-Anything-V2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 111.98 ms | 5 - 603 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
46
+ | Depth-Anything-V2 | SA7255P ADP | SA7255P | TFLITE | 914.175 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
47
+ | Depth-Anything-V2 | SA7255P ADP | SA7255P | QNN | 920.635 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
48
+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 163.921 ms | 2 - 95 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
49
+ | Depth-Anything-V2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 154.133 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
50
+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | TFLITE | 204.125 ms | 1 - 662 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
51
+ | Depth-Anything-V2 | SA8295P ADP | SA8295P | QNN | 200.335 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
52
+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 152.25 ms | 2 - 99 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
53
+ | Depth-Anything-V2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 153.224 ms | 3 - 6 MB | FP16 | NPU | Use Export Script |
54
+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | TFLITE | 183.41 ms | 1 - 659 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
55
+ | Depth-Anything-V2 | SA8775P ADP | SA8775P | QNN | 177.246 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
56
+ | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 914.175 ms | 1 - 660 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
57
+ | Depth-Anything-V2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 920.635 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
58
+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 149.511 ms | 1 - 106 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
59
+ | Depth-Anything-V2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 146.308 ms | 3 - 5 MB | FP16 | NPU | Use Export Script |
60
+ | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 183.41 ms | 1 - 659 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
61
+ | Depth-Anything-V2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 177.246 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
62
+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 198.167 ms | 1 - 696 MB | FP16 | NPU | [Depth-Anything-V2.tflite](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.tflite) |
63
+ | Depth-Anything-V2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 245.999 ms | 0 - 719 MB | FP16 | NPU | Use Export Script |
64
+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 143.743 ms | 3 - 3 MB | FP16 | NPU | Use Export Script |
65
+ | Depth-Anything-V2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 153.708 ms | 69 - 69 MB | FP16 | NPU | [Depth-Anything-V2.onnx](https://huggingface.co/qualcomm/Depth-Anything-V2/blob/main/Depth-Anything-V2.onnx) |
66
 
67
 
68
 
 
126
  Depth-Anything-V2
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
+ Estimated inference time (ms) : 162.9
130
+ Estimated peak memory usage (MB): [1, 108]
131
  Total # Ops : 634
132
  Compute Unit(s) : NPU (634 ops)
133
  ```