Hugging Face's logo

qualcomm
/
XLSR

Image-to-Image
PyTorch
LiteRT
android
Model card Files
xet
Community
1
qaihm-bot commited on
Commit
766a55a
·
verified ·
1 Parent(s): 822c8fe

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +27 -27
README.md CHANGED
@@ -34,31 +34,31 @@ 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
- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.585 ms | 0 - 35 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
38
- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.966 ms | 0 - 3 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
39
- | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.511 ms | 0 - 20 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
40
- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.684 ms | 0 - 13 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
41
- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.62 ms | 0 - 10 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
42
- | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.091 ms | 0 - 24 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
43
- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.047 ms | 0 - 9 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
44
- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.747 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
45
- | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.068 ms | 0 - 15 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
46
- | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.473 ms | 0 - 78 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
47
- | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.88 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
48
- | XLSR | SA7255P ADP | SA7255P | TFLITE | 16.079 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
49
- | XLSR | SA7255P ADP | SA7255P | QNN | 11.728 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
50
- | XLSR | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.568 ms | 0 - 3 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
51
- | XLSR | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.944 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
52
- | XLSR | SA8295P ADP | SA8295P | TFLITE | 5.678 ms | 6 - 14 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
53
- | XLSR | SA8295P ADP | SA8295P | QNN | 1.799 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
54
- | XLSR | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.484 ms | 6 - 80 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
55
- | XLSR | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.906 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
56
- | XLSR | SA8775P ADP | SA8775P | TFLITE | 4.436 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
57
- | XLSR | SA8775P ADP | SA8775P | QNN | 1.86 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
58
- | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.056 ms | 6 - 18 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
59
- | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.261 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
60
- | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.0 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
61
- | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.504 ms | 8 - 8 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
62
 
63
 
64
 
@@ -122,8 +122,8 @@ Profiling Results
122
  XLSR
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
- Estimated inference time (ms) : 2.6
126
- Estimated peak memory usage (MB): [0, 35]
127
  Total # Ops : 16
128
  Compute Unit(s) : NPU (13 ops) CPU (3 ops)
129
  ```
 
34
 
35
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
37
+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.479 ms | 0 - 10 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
38
+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.972 ms | 0 - 4 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
39
+ | XLSR | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.51 ms | 0 - 8 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
40
+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.835 ms | 0 - 22 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
41
+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.631 ms | 0 - 19 MB | FP16 | NPU | [XLSR.so](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.so) |
42
+ | XLSR | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.016 ms | 0 - 24 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
43
+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.971 ms | 0 - 16 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
44
+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.646 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
45
+ | XLSR | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.068 ms | 0 - 16 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
46
+ | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.446 ms | 0 - 10 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
47
+ | XLSR | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.894 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
48
+ | XLSR | SA7255P ADP | SA7255P | TFLITE | 16.83 ms | 6 - 16 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
49
+ | XLSR | SA7255P ADP | SA7255P | QNN | 11.761 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
50
+ | XLSR | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.628 ms | 6 - 16 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
51
+ | XLSR | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.882 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
52
+ | XLSR | SA8295P ADP | SA8295P | TFLITE | 3.901 ms | 0 - 16 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
53
+ | XLSR | SA8295P ADP | SA8295P | QNN | 1.791 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
54
+ | XLSR | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.538 ms | 0 - 12 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
55
+ | XLSR | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.906 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
56
+ | XLSR | SA8775P ADP | SA8775P | TFLITE | 4.213 ms | 6 - 17 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
57
+ | XLSR | SA8775P ADP | SA8775P | QNN | 1.819 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
58
+ | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.165 ms | 6 - 28 MB | FP16 | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
59
+ | XLSR | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.35 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
60
+ | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.004 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
61
+ | XLSR | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.541 ms | 8 - 8 MB | FP16 | NPU | [XLSR.onnx](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx) |
62
 
63
 
64
 
 
122
  XLSR
123
  Device : Samsung Galaxy S23 (13)
124
  Runtime : TFLITE
125
+ Estimated inference time (ms) : 2.5
126
+ Estimated peak memory usage (MB): [0, 10]
127
  Total # Ops : 16
128
  Compute Unit(s) : NPU (13 ops) CPU (3 ops)
129
  ```