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Segment-Anything-Model-2

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v0.40.0

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See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (11) hide show
  1. .gitattributes +2 -0
  2. README.md +91 -35
  3. Segment-Anything-Model-2_SAM2Decoder_float.dlc +2 -2
  4. Segment-Anything-Model-2_SAM2Decoder_float.tflite +2 -2
  5. Segment-Anything-Model-2_SAM2Decoder_w8a8.dlc +3 -0
  6. Segment-Anything-Model-2_SAM2Decoder_w8a8.tflite +3 -0
  7. Segment-Anything-Model-2_SAM2Encoder_float.dlc +2 -2
  8. Segment-Anything-Model-2_SAM2Encoder_float.tflite +2 -2
  9. Segment-Anything-Model-2_SAM2Encoder_w8a8.dlc +3 -0
  10. Segment-Anything-Model-2_SAM2Encoder_w8a8.tflite +3 -0
  11. tool-versions.yaml +1 -1
.gitattributes CHANGED
@@ -38,3 +38,5 @@ Segment-Anything-Model-2_SAM2Encoder.dlc filter=lfs diff=lfs merge=lfs -text
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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  Segment-Anything-Model-2_SAM2Decoder_float.dlc filter=lfs diff=lfs merge=lfs -text
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  Segment-Anything-Model-2_SAM2Encoder_float.dlc filter=lfs diff=lfs merge=lfs -text
 
 
 
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  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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  Segment-Anything-Model-2_SAM2Decoder_float.dlc filter=lfs diff=lfs merge=lfs -text
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  Segment-Anything-Model-2_SAM2Encoder_float.dlc filter=lfs diff=lfs merge=lfs -text
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+ Segment-Anything-Model-2_SAM2Decoder_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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+ Segment-Anything-Model-2_SAM2Encoder_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -38,40 +38,96 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | SAM2Encoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 514.682 ms | 16 - 604 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Encoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 307.679 ms | 16 - 685 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
43
- | SAM2Encoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 376.528 ms | 12 - 2666 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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- | SAM2Encoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 227.46 ms | 16 - 96 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
45
- | SAM2Encoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 196.862 ms | 12 - 87 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
46
- | SAM2Encoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 244.284 ms | 16 - 607 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
47
- | SAM2Encoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 514.682 ms | 16 - 604 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
48
- | SAM2Encoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 230.937 ms | 0 - 71 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
49
- | SAM2Encoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 198.015 ms | 12 - 86 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
50
- | SAM2Encoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 334.416 ms | 14 - 594 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
51
- | SAM2Encoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 231.375 ms | 16 - 97 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
52
- | SAM2Encoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 197.06 ms | 12 - 87 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
53
- | SAM2Encoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 244.284 ms | 16 - 607 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
54
- | SAM2Encoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 165.997 ms | 14 - 605 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
55
- | SAM2Encoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 132.253 ms | 14 - 603 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Encoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 111.328 ms | 15 - 601 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Encoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 194.137 ms | 144 - 144 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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- | SAM2Decoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 17.859 ms | 0 - 51 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.071 ms | 0 - 49 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.215 ms | 16 - 87 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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- | SAM2Decoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.088 ms | 0 - 32 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 6.894 ms | 16 - 36 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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- | SAM2Decoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 9.446 ms | 0 - 50 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 17.859 ms | 0 - 51 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.092 ms | 0 - 33 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 6.854 ms | 16 - 37 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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- | SAM2Decoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 12.708 ms | 0 - 50 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.02 ms | 0 - 34 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
69
- | SAM2Decoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 6.848 ms | 16 - 38 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
70
- | SAM2Decoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 9.446 ms | 0 - 50 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
71
- | SAM2Decoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.525 ms | 0 - 59 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.775 ms | 0 - 55 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 4.219 ms | 0 - 52 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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- | SAM2Decoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.236 ms | 16 - 16 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -81,7 +137,7 @@ More details on model performance across various devices, can be found
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  Install the package via pip:
83
  ```bash
84
- pip install "qai-hub-models[sam2]"
85
  ```
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39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | SAM2Encoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 573.433 ms | 14 - 1179 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 346.25 ms | 16 - 2454 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 357.485 ms | 12 - 805 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Encoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 258.824 ms | 16 - 95 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 193.041 ms | 12 - 93 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Encoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 275.147 ms | 16 - 1182 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 573.433 ms | 14 - 1179 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 263.175 ms | 16 - 93 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 194.43 ms | 12 - 86 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Encoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 377.876 ms | 16 - 1146 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 284.74 ms | 4 - 854 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Encoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 262.024 ms | 0 - 76 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
53
+ | SAM2Encoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 195.822 ms | 12 - 93 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Encoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 275.147 ms | 16 - 1182 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 191.747 ms | 16 - 2402 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 154.851 ms | 14 - 1266 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Encoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 124.595 ms | 0 - 843 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Decoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.714 ms | 0 - 47 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
59
+ | SAM2Decoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.717 ms | 0 - 57 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
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+ | SAM2Decoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 13.87 ms | 16 - 83 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
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+ | SAM2Decoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.285 ms | 0 - 28 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
62
+ | SAM2Decoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.815 ms | 16 - 37 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
63
+ | SAM2Decoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.57 ms | 0 - 47 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
64
+ | SAM2Decoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.714 ms | 0 - 47 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
65
+ | SAM2Decoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.306 ms | 0 - 28 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
66
+ | SAM2Decoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.787 ms | 16 - 34 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
67
+ | SAM2Decoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.99 ms | 0 - 54 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
68
+ | SAM2Decoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 8.607 ms | 4 - 96 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
69
+ | SAM2Decoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.283 ms | 0 - 27 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
70
+ | SAM2Decoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.786 ms | 16 - 35 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
71
+ | SAM2Decoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.57 ms | 0 - 47 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
72
+ | SAM2Decoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.426 ms | 0 - 58 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
73
+ | SAM2Decoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.654 ms | 0 - 122 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.tflite) |
74
+ | SAM2Decoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.047 ms | 4 - 57 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2.dlc) |
75
+ | SAM2Encoder | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 225.274 ms | 4 - 898 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
76
+ | SAM2Encoder | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 174.687 ms | 3 - 1106 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
77
+ | SAM2Encoder | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 141.2 ms | 4 - 1107 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
78
+ | SAM2Encoder | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 171.409 ms | 3 - 1225 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
79
+ | SAM2Encoder | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 130.535 ms | 0 - 117 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
80
+ | SAM2Encoder | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 112.538 ms | 0 - 129 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
81
+ | SAM2Encoder | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 131.595 ms | 4 - 898 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
82
+ | SAM2Encoder | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 109.854 ms | 3 - 1106 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
83
+ | SAM2Encoder | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1715.723 ms | 70 - 280 MB | CPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
84
+ | SAM2Encoder | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 225.274 ms | 4 - 898 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
85
+ | SAM2Encoder | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 174.687 ms | 3 - 1106 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
86
+ | SAM2Encoder | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 130.482 ms | 0 - 115 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
87
+ | SAM2Encoder | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 112.773 ms | 0 - 128 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
88
+ | SAM2Encoder | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 152.893 ms | 4 - 894 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
89
+ | SAM2Encoder | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 125.847 ms | 3 - 1106 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
90
+ | SAM2Encoder | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 131.424 ms | 0 - 118 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
91
+ | SAM2Encoder | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 112.869 ms | 0 - 128 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
92
+ | SAM2Encoder | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 131.595 ms | 4 - 898 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
93
+ | SAM2Encoder | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 109.854 ms | 3 - 1106 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
94
+ | SAM2Encoder | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 92.834 ms | 3 - 983 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
95
+ | SAM2Encoder | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 79.573 ms | 3 - 1216 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
96
+ | SAM2Encoder | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 77.357 ms | 3 - 1385 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
97
+ | SAM2Encoder | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 59.988 ms | 3 - 1079 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
98
+ | SAM2Encoder | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 1239.503 ms | 83 - 286 MB | CPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
99
+ | SAM2Encoder | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 147.565 ms | 3 - 1157 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
100
+ | SAM2Encoder | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 78.197 ms | 2 - 1482 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
101
+ | SAM2Encoder | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 47.453 ms | 3 - 1580 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
102
+ | SAM2Encoder | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 108.908 ms | 228 - 228 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
103
+ | SAM2Decoder | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 21.244 ms | 0 - 57 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
104
+ | SAM2Decoder | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.858 ms | 4 - 70 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
105
+ | SAM2Decoder | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 14.653 ms | 0 - 70 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
106
+ | SAM2Decoder | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.671 ms | 4 - 75 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
107
+ | SAM2Decoder | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.665 ms | 0 - 50 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
108
+ | SAM2Decoder | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.952 ms | 4 - 23 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
109
+ | SAM2Decoder | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 13.264 ms | 0 - 57 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
110
+ | SAM2Decoder | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.644 ms | 4 - 70 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
111
+ | SAM2Decoder | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 36.012 ms | 13 - 77 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
112
+ | SAM2Decoder | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 21.244 ms | 0 - 57 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
113
+ | SAM2Decoder | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.858 ms | 4 - 70 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
114
+ | SAM2Decoder | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.453 ms | 0 - 52 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
115
+ | SAM2Decoder | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.945 ms | 4 - 19 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
116
+ | SAM2Decoder | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 15.673 ms | 0 - 62 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
117
+ | SAM2Decoder | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.902 ms | 4 - 76 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
118
+ | SAM2Decoder | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.76 ms | 0 - 50 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
119
+ | SAM2Decoder | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.956 ms | 3 - 17 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
120
+ | SAM2Decoder | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 13.264 ms | 0 - 57 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
121
+ | SAM2Decoder | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.644 ms | 4 - 70 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
122
+ | SAM2Decoder | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.56 ms | 0 - 66 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
123
+ | SAM2Decoder | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.299 ms | 1 - 78 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
124
+ | SAM2Decoder | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.913 ms | 0 - 63 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
125
+ | SAM2Decoder | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.006 ms | 1 - 77 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
126
+ | SAM2Decoder | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | TFLITE | 16.547 ms | 12 - 53 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
127
+ | SAM2Decoder | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 2.802 ms | 4 - 88 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
128
+ | SAM2Decoder | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 7.835 ms | 0 - 61 MB | NPU | [Segment-Anything-Model-2.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.tflite) |
129
+ | SAM2Decoder | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.95 ms | 1 - 81 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
130
+ | SAM2Decoder | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.271 ms | 38 - 38 MB | NPU | [Segment-Anything-Model-2.dlc](https://huggingface.co/qualcomm/Segment-Anything-Model-2/blob/main/Segment-Anything-Model-2_w8a8.dlc) |
131
 
132
 
133
 
 
137
 
138
  Install the package via pip:
139
  ```bash
140
+ pip install "qai-hub-models[sam2]" git+https://github.com/facebookresearch/sam2.git@2b90b9f
141
  ```
142
 
143
 
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