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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. Midas-V2_float.dlc +2 -2
  2. Midas-V2_float.onnx.zip +2 -2
  3. Midas-V2_w8a8.dlc +2 -2
  4. precompiled/qualcomm-snapdragon-x-elite/Midas-V2_w8a8.onnx.zip → Midas-V2_w8a8.onnx.zip +2 -2
  5. Midas-V2_w8a8.tflite +1 -1
  6. README.md +58 -59
  7. precompiled/qualcomm-qcs6490-proxy/Midas-V2_w8a8.bin +0 -3
  8. precompiled/qualcomm-qcs6490-proxy/Midas-V2_w8a8.onnx.zip +0 -3
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/Midas-V2_float.bin +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/Midas-V2_float.onnx.zip +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/Midas-V2_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  14. tool-versions.yaml +3 -2
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precompiled/qualcomm-snapdragon-x-elite/Midas-V2_w8a8.onnx.zip → Midas-V2_w8a8.onnx.zip RENAMED
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Midas-V2_w8a8.tflite CHANGED
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README.md CHANGED
@@ -36,64 +36,63 @@ 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
- | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 13.081 ms | 0 - 43 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
40
- | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.975 ms | 0 - 27 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
41
- | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.974 ms | 0 - 59 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
42
- | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.397 ms | 0 - 37 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
43
- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.27 ms | 0 - 300 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
44
- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.975 ms | 1 - 16 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
45
- | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.894 ms | 0 - 142 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
46
- | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.646 ms | 0 - 43 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.108 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
48
- | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.081 ms | 0 - 43 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
49
- | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.975 ms | 0 - 27 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
50
- | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.289 ms | 0 - 309 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
51
- | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.979 ms | 0 - 15 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
52
- | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.836 ms | 0 - 33 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
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- | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.327 ms | 1 - 31 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
54
- | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.273 ms | 0 - 312 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
55
- | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.978 ms | 0 - 18 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
56
- | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.646 ms | 0 - 43 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
57
- | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.108 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
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- | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 3.286 ms | 0 - 302 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
59
- | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.971 ms | 0 - 16 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
60
- | Midas-V2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.93 ms | 0 - 148 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
61
- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.322 ms | 0 - 70 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
62
- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.036 ms | 1 - 40 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
63
- | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.082 ms | 0 - 41 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
64
- | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 2.134 ms | 0 - 48 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
65
- | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.812 ms | 1 - 34 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
66
- | Midas-V2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.937 ms | 1 - 30 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
67
- | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.188 ms | 180 - 180 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
68
- | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.95 ms | 35 - 35 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
69
- | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.446 ms | 0 - 31 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
70
- | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.888 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
71
- | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.453 ms | 0 - 53 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
72
- | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.796 ms | 0 - 51 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
73
- | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.062 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
74
- | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.273 ms | 0 - 124 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
75
- | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.387 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
76
- | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.575 ms | 0 - 32 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
77
- | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.901 ms | 0 - 48 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
78
- | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.748 ms | 0 - 50 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
79
- | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 15.721 ms | 0 - 3 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
80
- | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.446 ms | 0 - 31 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
81
- | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.888 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
82
- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.071 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.283 ms | 0 - 135 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.894 ms | 0 - 38 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
85
- | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.207 ms | 0 - 36 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
86
- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.071 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
87
- | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.295 ms | 0 - 124 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
88
- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.387 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
89
- | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.575 ms | 0 - 32 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.068 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
91
- | Midas-V2 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.293 ms | 0 - 134 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
92
- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.745 ms | 0 - 65 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
93
- | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.895 ms | 0 - 60 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.668 ms | 0 - 39 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
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- | Midas-V2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.677 ms | 0 - 40 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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- | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.442 ms | 139 - 139 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
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@@ -175,7 +174,7 @@ from qai_hub_models.models.midas 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
+ | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 13.1 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
40
+ | Midas-V2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 11.97 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
41
+ | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 4.926 ms | 0 - 56 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
42
+ | Midas-V2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 7.42 ms | 1 - 40 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
43
+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.283 ms | 0 - 302 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
44
+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.96 ms | 1 - 12 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
45
+ | Midas-V2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 3.072 ms | 0 - 111 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
46
+ | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.621 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
47
+ | Midas-V2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.096 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
48
+ | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.1 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
49
+ | Midas-V2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 11.97 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
50
+ | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.287 ms | 0 - 267 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
51
+ | Midas-V2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.98 ms | 0 - 19 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
52
+ | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 5.827 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
53
+ | Midas-V2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.284 ms | 1 - 31 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
54
+ | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 3.296 ms | 0 - 222 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
55
+ | Midas-V2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.974 ms | 0 - 27 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
56
+ | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.621 ms | 0 - 44 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
57
+ | Midas-V2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.096 ms | 1 - 28 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
58
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.317 ms | 0 - 70 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
59
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.022 ms | 1 - 42 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
60
+ | Midas-V2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.104 ms | 0 - 46 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
61
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.822 ms | 0 - 49 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.tflite) |
62
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.548 ms | 1 - 36 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
63
+ | Midas-V2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.685 ms | 0 - 33 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
64
+ | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.142 ms | 181 - 181 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.dlc) |
65
+ | Midas-V2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.917 ms | 35 - 35 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2.onnx.zip) |
66
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.441 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
67
+ | Midas-V2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.899 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
68
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.443 ms | 0 - 52 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
69
+ | Midas-V2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.837 ms | 0 - 44 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
70
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.068 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
71
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.272 ms | 0 - 136 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
72
+ | Midas-V2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 98.205 ms | 28 - 123 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx.zip) |
73
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.351 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
74
+ | Midas-V2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.578 ms | 0 - 32 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
75
+ | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.771 ms | 0 - 48 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
76
+ | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.753 ms | 0 - 48 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
77
+ | Midas-V2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 128.219 ms | 31 - 46 MB | CPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx.zip) |
78
+ | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 16.019 ms | 0 - 3 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
79
+ | Midas-V2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 114.919 ms | 14 - 35 MB | CPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx.zip) |
80
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.441 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
81
+ | Midas-V2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.899 ms | 0 - 33 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
82
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.064 ms | 0 - 149 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
83
+ | Midas-V2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.296 ms | 0 - 135 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
84
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.891 ms | 0 - 38 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
85
+ | Midas-V2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.232 ms | 0 - 39 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
86
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.062 ms | 0 - 148 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
87
+ | Midas-V2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.29 ms | 0 - 134 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
88
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.351 ms | 0 - 32 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
89
+ | Midas-V2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.578 ms | 0 - 32 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
90
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.769 ms | 0 - 57 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
91
+ | Midas-V2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.906 ms | 0 - 59 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
92
+ | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.585 ms | 0 - 40 MB | NPU | [Midas-V2.tflite](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.tflite) |
93
+ | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.659 ms | 0 - 41 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
94
+ | Midas-V2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 66.917 ms | 24 - 321 MB | NPU | [Midas-V2.onnx.zip](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.onnx.zip) |
95
+ | Midas-V2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.425 ms | 116 - 116 MB | NPU | [Midas-V2.dlc](https://huggingface.co/qualcomm/Midas-V2/blob/main/Midas-V2_w8a8.dlc) |
 
96
 
97
 
98
 
 
174
  torch_model = Model.from_pretrained()
175
 
176
  # Device
177
+ device = hub.Device("Samsung Galaxy S25")
178
 
179
  # Trace model
180
  input_shape = torch_model.get_input_spec()
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tool-versions.yaml CHANGED
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  tool_versions:
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