v0.39.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.
- FastSam-X_float.dlc +2 -2
- README.md +15 -12
FastSam-X_float.dlc
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version https://git-lfs.github.com/spec/v1
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version https://git-lfs.github.com/spec/v1
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README.md
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@@ -37,31 +37,34 @@ 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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| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 277.
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| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 86.362 ms | 4 - 198 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 88.
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.165 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 42.
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 49.774 ms | 0 - 185 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 68.
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| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 277.
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| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.416 ms | 1 - 59 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC |
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| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.467 ms | 4 - 103 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.
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| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.16 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 43.
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| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 68.
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.22 ms | 2 - 207 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 34.
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 36.367 ms | 15 - 117 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.527 ms | 3 - 124 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.619 ms | 10 - 118 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | Snapdragon
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| FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 46.916 ms | 140 - 140 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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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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| 38 |
|---|---|---|---|---|---|---|---|---|
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| 39 |
| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 277.39 ms | 5 - 101 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 86.362 ms | 4 - 198 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 88.834 ms | 5 - 96 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.165 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 42.444 ms | 5 - 36 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 49.774 ms | 0 - 185 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 68.194 ms | 4 - 97 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 277.39 ms | 5 - 101 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.416 ms | 1 - 59 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 43.314 ms | 5 - 37 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.467 ms | 4 - 103 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.254 ms | 5 - 85 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.16 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 43.343 ms | 7 - 34 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 68.194 ms | 4 - 97 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.22 ms | 2 - 207 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 34.759 ms | 5 - 118 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 36.367 ms | 15 - 117 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.527 ms | 3 - 124 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 26.581 ms | 5 - 122 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.619 ms | 10 - 118 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 21.287 ms | 4 - 120 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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| FastSam-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 18.497 ms | 5 - 122 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 20.826 ms | 15 - 141 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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| FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.097 ms | 349 - 349 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
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| FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 46.916 ms | 140 - 140 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
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