Hugging Face's logo

qualcomm
/
XLSR-Quantized

Image-to-Image
PyTorch
TF Lite
ONNX
quantized
android
Model card Files Community
2
qaihm-bot commited on
Commit
8f650ec
·
verified ·
1 Parent(s): 7905ba3

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +29 -28
README.md CHANGED
@@ -35,33 +35,34 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.106 ms | 0 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
39
- | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.556 ms | 0 - 3 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
40
- | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.995 ms | 9 - 11 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
41
- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.857 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
42
- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.379 ms | 0 - 12 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
43
- | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.972 ms | 0 - 35 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
44
- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.191 ms | 0 - 9 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
45
- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.405 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
46
- | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.565 ms | 0 - 25 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
47
- | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.493 ms | 2 - 18 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
48
- | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.124 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
49
- | XLSR-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 13.458 ms | 4 - 11 MB | INT8 | GPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
50
- | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.067 ms | 1 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
51
- | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.447 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
52
- | XLSR-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.338 ms | 2 - 14 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
53
- | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.062 ms | 0 - 72 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
54
- | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.439 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
55
- | XLSR-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.895 ms | 1 - 9 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
56
- | XLSR-Quantized | SA8295P ADP | SA8295P | QNN | 1.124 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
57
- | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.079 ms | 0 - 2 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
58
- | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.449 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
59
- | XLSR-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.122 ms | 1 - 15 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
60
- | XLSR-Quantized | SA8775P ADP | SA8775P | QNN | 0.991 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
61
- | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.534 ms | 0 - 13 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
62
- | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.622 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
63
- | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.558 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
64
- | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.666 ms | 9 - 9 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
 
65
 
66
 
67
 
@@ -127,7 +128,7 @@ XLSR-Quantized
127
  Device : Samsung Galaxy S23 (13)
128
  Runtime : TFLITE
129
  Estimated inference time (ms) : 1.1
130
- Estimated peak memory usage (MB): [0, 10]
131
  Total # Ops : 19
132
  Compute Unit(s) : NPU (16 ops) CPU (3 ops)
133
  ```
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.092 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
39
+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.552 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
40
+ | XLSR-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.483 ms | 0 - 9 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
41
+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.886 ms | 0 - 24 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
42
+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.382 ms | 0 - 24 MB | INT8 | NPU | [XLSR-Quantized.so](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.so) |
43
+ | XLSR-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.045 ms | 0 - 24 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
44
+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.869 ms | 0 - 17 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
45
+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.407 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
46
+ | XLSR-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.894 ms | 0 - 18 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
47
+ | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.826 ms | 0 - 14 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
48
+ | XLSR-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.125 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
49
+ | XLSR-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 16.291 ms | 3 - 12 MB | INT8 | GPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
50
+ | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.184 ms | 0 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
51
+ | XLSR-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.446 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
52
+ | XLSR-Quantized | SA7255P ADP | SA7255P | TFLITE | 4.328 ms | 2 - 12 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
53
+ | XLSR-Quantized | SA7255P ADP | SA7255P | QNN | 2.539 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
54
+ | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.227 ms | 1 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
55
+ | XLSR-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.446 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
56
+ | XLSR-Quantized | SA8295P ADP | SA8295P | TFLITE | 1.959 ms | 2 - 18 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
57
+ | XLSR-Quantized | SA8295P ADP | SA8295P | QNN | 1.056 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
58
+ | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.067 ms | 0 - 10 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
59
+ | XLSR-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.449 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
60
+ | XLSR-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.135 ms | 1 - 11 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
61
+ | XLSR-Quantized | SA8775P ADP | SA8775P | QNN | 0.95 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
62
+ | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.86 ms | 0 - 20 MB | INT8 | NPU | [XLSR-Quantized.tflite](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.tflite) |
63
+ | XLSR-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.677 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
64
+ | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.146 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
65
+ | XLSR-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.54 ms | 9 - 9 MB | INT8 | NPU | [XLSR-Quantized.onnx](https://huggingface.co/qualcomm/XLSR-Quantized/blob/main/XLSR-Quantized.onnx) |
66
 
67
 
68
 
 
128
  Device : Samsung Galaxy S23 (13)
129
  Runtime : TFLITE
130
  Estimated inference time (ms) : 1.1
131
+ Estimated peak memory usage (MB): [0, 11]
132
  Total # Ops : 19
133
  Compute Unit(s) : NPU (16 ops) CPU (3 ops)
134
  ```