Hugging Face's logo

qualcomm
/
XLSR

Image-to-Image
PyTorch
LiteRT
android
Model card Files
xet
Community
1
qaihm-bot commited on
Commit
023305a
·
verified ·
1 Parent(s): 6916144

v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (14) hide show
  1. README.md +59 -58
  2. XLSR_float.dlc +2 -2
  3. XLSR_float.onnx.zip +2 -2
  4. XLSR_w8a8.dlc +0 -0
  5. precompiled/qualcomm-snapdragon-x-elite/XLSR_w8a8.onnx.zip → XLSR_w8a8.onnx.zip +2 -2
  6. XLSR_w8a8.tflite +1 -1
  7. precompiled/qualcomm-qcs6490-proxy/XLSR_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/XLSR_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/XLSR_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/XLSR_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/XLSR_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  14. tool-versions.yaml +3 -2
README.md CHANGED
@@ -36,64 +36,65 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.862 ms | 3 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
40
- | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.132 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
41
- | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.505 ms | 0 - 29 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
42
- | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.044 ms | 0 - 30 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
43
- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.298 ms | 0 - 8 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
44
- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.765 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
45
- | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.158 ms | 0 - 7 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
46
- | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.785 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
47
- | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.164 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
48
- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.862 ms | 3 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
49
- | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.132 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
50
- | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.293 ms | 0 - 5 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
51
- | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.775 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
52
- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.152 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
53
- | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.39 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
54
- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.297 ms | 0 - 7 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
55
- | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.766 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
56
- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.785 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
57
- | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.164 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
58
- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.299 ms | 0 - 7 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
59
- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.767 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
60
- | XLSR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.199 ms | 0 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
61
- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.467 ms | 0 - 30 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
62
- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.462 ms | 0 - 27 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
63
- | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.693 ms | 0 - 25 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
64
- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.352 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
65
- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.607 ms | 0 - 23 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
66
- | XLSR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.588 ms | 0 - 16 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
67
- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.909 ms | 0 - 0 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
68
- | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.207 ms | 8 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
69
- | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.016 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
70
- | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.897 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
71
- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.501 ms | 0 - 28 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
72
- | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.52 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
73
- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.427 ms | 0 - 11 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
74
- | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.367 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
75
- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.633 ms | 1 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
76
- | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.57 ms | 0 - 16 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
77
- | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.019 ms | 0 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
78
- | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.055 ms | 0 - 19 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
79
- | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.976 ms | 3 - 10 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
80
- | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.016 ms | 0 - 15 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
81
- | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.897 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
82
- | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.433 ms | 0 - 10 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
83
  | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.371 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
84
- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.862 ms | 0 - 23 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
85
- | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.734 ms | 0 - 24 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
86
- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.434 ms | 0 - 9 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
87
- | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.385 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
88
- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.633 ms | 1 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
89
- | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.57 ms | 0 - 16 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
90
- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.424 ms | 0 - 10 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
91
- | XLSR | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.385 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
92
- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.276 ms | 0 - 23 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
93
- | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.242 ms | 0 - 26 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
94
- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.387 ms | 0 - 21 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
95
- | XLSR | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.269 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
96
- | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.477 ms | 4 - 4 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
 
97
 
98
 
99
 
@@ -175,7 +176,7 @@ from qai_hub_models.models.xlsr import Model
175
  torch_model = Model.from_pretrained()
176
 
177
  # Device
178
- device = hub.Device("Samsung Galaxy S24")
179
 
180
  # Trace model
181
  input_shape = torch_model.get_input_spec()
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.924 ms | 3 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
40
+ | XLSR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.154 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
41
+ | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.501 ms | 0 - 27 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
42
+ | XLSR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.04 ms | 0 - 26 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
43
+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.3 ms | 0 - 8 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
44
+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.768 ms | 0 - 5 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
45
+ | XLSR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.206 ms | 0 - 9 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
46
+ | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.753 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
47
+ | XLSR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.149 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
48
+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.924 ms | 3 - 18 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
49
+ | XLSR | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.154 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
50
+ | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.306 ms | 0 - 7 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
51
+ | XLSR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.766 ms | 0 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
52
+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.133 ms | 0 - 25 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
53
+ | XLSR | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.461 ms | 0 - 22 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
54
+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.302 ms | 0 - 6 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
55
+ | XLSR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.766 ms | 0 - 5 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
56
+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.753 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
57
+ | XLSR | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.149 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
58
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.463 ms | 0 - 24 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
59
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.468 ms | 0 - 28 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
60
+ | XLSR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.752 ms | 0 - 22 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
61
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.108 ms | 0 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.tflite) |
62
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.362 ms | 0 - 19 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
63
+ | XLSR | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.576 ms | 0 - 18 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
64
+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.908 ms | 0 - 0 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.dlc) |
65
+ | XLSR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.092 ms | 8 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR.onnx.zip) |
66
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.02 ms | 1 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
67
+ | XLSR | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 0.895 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
68
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.501 ms | 0 - 26 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
69
+ | XLSR | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.523 ms | 0 - 27 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
70
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.435 ms | 0 - 4 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
71
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.373 ms | 0 - 3 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
72
+ | XLSR | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.739 ms | 0 - 5 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
73
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.629 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
74
+ | XLSR | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.573 ms | 0 - 16 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
75
+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.022 ms | 0 - 20 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
76
+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.071 ms | 0 - 18 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
77
+ | XLSR | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 14.44 ms | 24 - 34 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
78
+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.233 ms | 3 - 10 MB | GPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
79
+ | XLSR | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 12.495 ms | 24 - 26 MB | CPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
80
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.02 ms | 1 - 17 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
81
+ | XLSR | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 0.895 ms | 0 - 15 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
82
+ | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.451 ms | 0 - 10 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
83
  | XLSR | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.371 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
84
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.831 ms | 1 - 22 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
85
+ | XLSR | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.727 ms | 0 - 25 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
86
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.436 ms | 0 - 10 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
87
+ | XLSR | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.395 ms | 0 - 10 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
88
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.629 ms | 0 - 16 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
89
+ | XLSR | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.573 ms | 0 - 16 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
90
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.276 ms | 0 - 25 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
91
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.242 ms | 0 - 21 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
92
+ | XLSR | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.554 ms | 0 - 27 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
93
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.274 ms | 0 - 19 MB | NPU | [XLSR.tflite](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.tflite) |
94
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.185 ms | 0 - 18 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
95
+ | XLSR | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.18 ms | 9 - 34 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
96
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.491 ms | 6 - 6 MB | NPU | [XLSR.dlc](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.dlc) |
97
+ | XLSR | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.823 ms | 8 - 8 MB | NPU | [XLSR.onnx.zip](https://huggingface.co/qualcomm/XLSR/blob/main/XLSR_w8a8.onnx.zip) |
98
 
99
 
100
 
 
176
  torch_model = Model.from_pretrained()
177
 
178
  # Device
179
+ device = hub.Device("Samsung Galaxy S25")
180
 
181
  # Trace model
182
  input_shape = torch_model.get_input_spec()
XLSR_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e020b2f1c536bb98169b957f9d01de4ca9302b5114c72911a6f4b746a2f3bd31
3
- size 147476
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee3ab10afd4d67ae58d2c04763859f5febc5b974767175de87cb75b47f4fbeb6
3
+ size 147564
XLSR_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ab215bb7023bee7b646e75460bc691d9ee1ceda2d64331b3da85b828497b72b3
3
- size 106843
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:717ef3d0d40fb40ec3c1bad865fd9858941437ee4dcb01ff1de1b7d74a9f95e9
3
+ size 106951
XLSR_w8a8.dlc CHANGED
Binary files a/XLSR_w8a8.dlc and b/XLSR_w8a8.dlc differ
 
precompiled/qualcomm-snapdragon-x-elite/XLSR_w8a8.onnx.zip → XLSR_w8a8.onnx.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4208dda310e1fb282dc280a8059463414876706e3d844ee78bbab07442e0d16c
3
- size 46838
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:022d85478881baad36b1cef6aca35fc899981da3d38b449d3018828de415a893
3
+ size 75870
XLSR_w8a8.tflite CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e04f2a645e686439e40e78630bc5b8580a1aceb40d4d7878d7d33c5eceef37fd
3
  size 47704
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a23f8ffa63b94a74c734a444e137ec8449d078422bb15a64970e34ce54f1530
3
  size 47704
precompiled/qualcomm-qcs6490-proxy/XLSR_w8a8.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:7e065214eff4dce2cba4a599a0dd852e77e5a98df994f9648c44eb8da0e2011a
3
- size 139264
 
 
 
 
precompiled/qualcomm-qcs6490-proxy/XLSR_w8a8.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:2969844b1e665e770a616e7757b91a4622add6cee6bb085c78f47a7d32a21dc3
3
- size 47928
 
 
 
 
precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/XLSR_float.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:265b455df5d205696251effa9303264ea2f234dbbd45111078ed0a8c3c9f2e59
3
- size 204800
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/XLSR_float.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:7150ccce9e9ffc77302282d1121b672ebf8ca0dfa004dc496159b5c5699a67d5
3
- size 82300
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/XLSR_w8a8.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:fa77234aaabe1082495bec66678b41bc8a138eece508b43b9af11aa9c35e4ab0
3
- size 139264
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
3
- qairt: 2.37.0.250724175447_124859
 
 
1
  tool_versions:
2
+ onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.22.2