v0.32.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.
- .gitattributes +1 -0
- DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
- LICENSE +2 -0
- MobileSam_SAMDecoder.onnx +2 -2
- MobileSam_SAMEncoder.onnx +2 -2
- README.md +12 -10
.gitattributes
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@@ -37,3 +37,4 @@ SAMEncoder.so filter=lfs diff=lfs merge=lfs -text
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SAMDecoder.so filter=lfs diff=lfs merge=lfs -text
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MobileSam_SAMDecoder.dlc filter=lfs diff=lfs merge=lfs -text
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MobileSam_SAMEncoder.dlc filter=lfs diff=lfs merge=lfs -text
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SAMDecoder.so filter=lfs diff=lfs merge=lfs -text
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MobileSam_SAMDecoder.dlc filter=lfs diff=lfs merge=lfs -text
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MobileSam_SAMEncoder.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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DEPLOYMENT_MODEL_LICENSE.pdf
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version https://git-lfs.github.com/spec/v1
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oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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size 109629
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LICENSE
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The license of the original trained model can be found at https://github.com/facebookresearch/segment-anything/blob/main/LICENSE.
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The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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MobileSam_SAMDecoder.onnx
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size 25034638
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MobileSam_SAMEncoder.onnx
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 27945151
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README.md
CHANGED
@@ -30,8 +30,10 @@ More details on model performance across various devices, can be found
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- **Model Stats:**
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- Model checkpoint: vit_t
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- Input resolution: 720p (720x1280)
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-
- Number of parameters (
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- Model size (
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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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@@ -55,15 +57,15 @@ More details on model performance across various devices, can be found
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| SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 277.611 ms | 1 - 1161 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 443.612 ms | 25 - 58 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 272.764 ms | 12 - 74 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 417.
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 339.38 ms | 33 - 712 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 206.041 ms | 12 - 2423 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX |
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| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 236.15 ms | 31 - 378 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 173.015 ms | 12 - 1181 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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-
| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX |
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| SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 298.206 ms | 85 - 85 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
|
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-
| SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
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| SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.509 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.893 ms | 4 - 47 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.268 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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@@ -84,15 +86,15 @@ More details on model performance across various devices, can be found
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| SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.283 ms | 1 - 44 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 7.277 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 6.101 ms | 4 - 24 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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-
| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.104 ms | 0 - 61 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.201 ms | 0 - 55 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX |
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| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.075 ms | 0 - 57 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.695 ms | 4 - 55 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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-
| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.
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| SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.965 ms | 4 - 4 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.
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- **Model Stats:**
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- Model checkpoint: vit_t
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- Input resolution: 720p (720x1280)
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+
- Number of parameters (SAMEncoder): 6.95M
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- Model size (SAMEncoder) (float): 26.6 MB
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- Number of parameters (SAMDecoder): 6.16M
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- Model size (SAMDecoder) (float): 23.7 MB
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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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|
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| SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 277.611 ms | 1 - 1161 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 443.612 ms | 25 - 58 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 272.764 ms | 12 - 74 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 417.653 ms | 95 - 152 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 339.38 ms | 33 - 712 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 206.041 ms | 12 - 2423 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 303.821 ms | 97 - 827 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 236.15 ms | 31 - 378 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 173.015 ms | 12 - 1181 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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+
| SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 255.315 ms | 99 - 502 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 298.206 ms | 85 - 85 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 436.531 ms | 131 - 131 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.509 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.893 ms | 4 - 47 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.268 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.283 ms | 1 - 44 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 7.277 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 6.101 ms | 4 - 24 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 9.654 ms | 1 - 66 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.104 ms | 0 - 61 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.201 ms | 0 - 55 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.1 ms | 4 - 75 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.075 ms | 0 - 57 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 3.695 ms | 4 - 55 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.362 ms | 4 - 65 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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| SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 7.965 ms | 4 - 4 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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| SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.148 ms | 11 - 11 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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