v0.42.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.
- README.md +72 -72
- Track-Anything_TrackAnythingEncodeKeyWithShrinkage_float.onnx.zip +2 -2
- Track-Anything_TrackAnythingEncodeKeyWithShrinkage_float.tflite +2 -2
- Track-Anything_TrackAnythingEncodeKeyWithoutShrinkage_float.onnx.zip +1 -1
- Track-Anything_TrackAnythingEncodeValue_float.onnx.zip +2 -2
- Track-Anything_TrackAnythingSegment_float.onnx.zip +2 -2
README.md
CHANGED
|
@@ -41,74 +41,74 @@ More details on model performance across various devices, can be found
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| 41 |
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| 42 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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| 43 |
|---|---|---|---|---|---|---|---|---|
|
| 44 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.
|
| 45 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.
|
| 46 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.
|
| 47 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.
|
| 48 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.
|
| 49 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.
|
| 50 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.
|
| 51 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.
|
| 52 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.
|
| 53 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.
|
| 54 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.
|
| 55 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.
|
| 56 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.
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| 57 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.157 ms | 0 -
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| 58 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.
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| 59 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.
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| 60 |
-
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.
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| 61 |
-
| TrackAnythingEncodeValue | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 52.
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| 62 |
-
| TrackAnythingEncodeValue | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| 63 |
-
| TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.
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| 64 |
-
| TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 15.
|
| 65 |
-
| TrackAnythingEncodeValue | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| 66 |
-
| TrackAnythingEncodeValue | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 52.
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| 67 |
-
| TrackAnythingEncodeValue | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.
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| 68 |
-
| TrackAnythingEncodeValue | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 20.
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| 69 |
-
| TrackAnythingEncodeValue | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.
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| 70 |
-
| TrackAnythingEncodeValue | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| 71 |
-
| TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.
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| 72 |
-
| TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.
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| 73 |
-
| TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.
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| 74 |
-
| TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.
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| 75 |
-
| TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.
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| 76 |
-
| TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.
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| 77 |
-
| TrackAnythingEncodeValue | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.
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| 78 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 35.
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| 79 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.
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| 80 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.
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| 81 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.
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| 82 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.
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| 83 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 35.
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| 84 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.
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| 85 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.
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| 86 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.
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| 87 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.
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| 88 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.
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| 89 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.
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| 90 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.
|
| 91 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.
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| 92 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.
|
| 93 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.
|
| 94 |
-
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
|
| 95 |
-
| TrackAnythingSegment | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.
|
| 96 |
-
| TrackAnythingSegment | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 38.
|
| 97 |
-
| TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 28.
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| 98 |
-
| TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 23.
|
| 99 |
-
| TrackAnythingSegment | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
|
| 100 |
-
| TrackAnythingSegment | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.
|
| 101 |
-
| TrackAnythingSegment | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 28.
|
| 102 |
-
| TrackAnythingSegment | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 41.
|
| 103 |
-
| TrackAnythingSegment | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
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| 104 |
-
| TrackAnythingSegment | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
|
| 105 |
-
| TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 21.
|
| 106 |
-
| TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.
|
| 107 |
-
| TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 17.
|
| 108 |
-
| TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.
|
| 109 |
-
| TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 14.
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| 110 |
-
| TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.
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| 111 |
-
| TrackAnythingSegment | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 23.
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| 112 |
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| 113 |
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| 114 |
|
|
@@ -123,9 +123,9 @@ pip install "qai-hub-models[track-anything]" git+https://github.com/ChaoningZhan
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```
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| 125 |
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-
## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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Sign-in to [Qualcomm® AI Hub](https://
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| 129 |
Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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With this API token, you can configure your client to run models on the cloud
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@@ -133,7 +133,7 @@ hosted devices.
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```bash
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| 134 |
qai-hub configure --api_token API_TOKEN
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```
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-
Navigate to [docs](https://
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|
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@@ -244,7 +244,7 @@ With the output of the model, you can compute like PSNR, relative errors or
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spot check the output with expected output.
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**Note**: This on-device profiling and inference requires access to Qualcomm®
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-
AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
| 43 |
|---|---|---|---|---|---|---|---|---|
|
| 44 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 33.808 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 45 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 9.592 ms | 3 - 50 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 46 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.957 ms | 3 - 17 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 47 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 5.409 ms | 0 - 52 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 48 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 11.122 ms | 3 - 44 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 49 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 33.808 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 50 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.923 ms | 3 - 17 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 51 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 11.507 ms | 3 - 45 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 52 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.924 ms | 2 - 15 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 53 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 11.122 ms | 3 - 44 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 54 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.637 ms | 35 - 86 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 55 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.876 ms | 0 - 43 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 56 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.777 ms | 0 - 46 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 57 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 3.157 ms | 0 - 37 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 58 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.206 ms | 0 - 46 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 59 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.535 ms | 1 - 39 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 60 |
+
| TrackAnythingEncodeKeyWithShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.541 ms | 19 - 19 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 61 |
+
| TrackAnythingEncodeValue | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 52.879 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 62 |
+
| TrackAnythingEncodeValue | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 18.055 ms | 3 - 88 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 63 |
+
| TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.707 ms | 3 - 18 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 64 |
+
| TrackAnythingEncodeValue | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 15.752 ms | 0 - 104 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 65 |
+
| TrackAnythingEncodeValue | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 18.179 ms | 2 - 53 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 66 |
+
| TrackAnythingEncodeValue | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 52.879 ms | 3 - 54 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 67 |
+
| TrackAnythingEncodeValue | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.733 ms | 3 - 18 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 68 |
+
| TrackAnythingEncodeValue | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 20.12 ms | 3 - 47 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 69 |
+
| TrackAnythingEncodeValue | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.671 ms | 3 - 20 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 70 |
+
| TrackAnythingEncodeValue | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 18.179 ms | 2 - 53 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 71 |
+
| TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.787 ms | 2 - 100 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 72 |
+
| TrackAnythingEncodeValue | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.021 ms | 14 - 67 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 73 |
+
| TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.03 ms | 3 - 55 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 74 |
+
| TrackAnythingEncodeValue | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.381 ms | 7 - 45 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 75 |
+
| TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.911 ms | 2 - 61 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 76 |
+
| TrackAnythingEncodeValue | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.488 ms | 13 - 50 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 77 |
+
| TrackAnythingEncodeValue | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 12.36 ms | 39 - 39 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 78 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 35.536 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 79 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 11.315 ms | 20 - 66 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 80 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 8.293 ms | 20 - 35 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 81 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.036 ms | 45 - 97 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 82 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 12.719 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 83 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 35.536 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 84 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 8.239 ms | 20 - 35 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 85 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 13.274 ms | 20 - 64 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 86 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 8.263 ms | 20 - 35 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 87 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 12.719 ms | 20 - 62 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 88 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.676 ms | 19 - 72 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 89 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.227 ms | 63 - 106 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 90 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 4.622 ms | 19 - 67 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 91 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.558 ms | 62 - 128 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 92 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.806 ms | 0 - 46 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 93 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.76 ms | 1 - 76 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 94 |
+
| TrackAnythingEncodeKeyWithoutShrinkage | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.0 ms | 66 - 66 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 95 |
+
| TrackAnythingSegment | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 113.35 ms | 2 - 83 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 96 |
+
| TrackAnythingSegment | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 38.013 ms | 2 - 137 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 97 |
+
| TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 28.543 ms | 2 - 23 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 98 |
+
| TrackAnythingSegment | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 23.895 ms | 3 - 117 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 99 |
+
| TrackAnythingSegment | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 38.606 ms | 2 - 82 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 100 |
+
| TrackAnythingSegment | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 113.35 ms | 2 - 83 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 101 |
+
| TrackAnythingSegment | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 28.922 ms | 2 - 26 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 102 |
+
| TrackAnythingSegment | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 41.874 ms | 2 - 83 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 103 |
+
| TrackAnythingSegment | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 28.841 ms | 2 - 23 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 104 |
+
| TrackAnythingSegment | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 38.606 ms | 2 - 82 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 105 |
+
| TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 21.595 ms | 0 - 132 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 106 |
+
| TrackAnythingSegment | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.123 ms | 57 - 120 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 107 |
+
| TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 17.553 ms | 1 - 66 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 108 |
+
| TrackAnythingSegment | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 14.251 ms | 6 - 75 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 109 |
+
| TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 14.474 ms | 1 - 90 MB | NPU | [Track-Anything.tflite](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.tflite) |
|
| 110 |
+
| TrackAnythingSegment | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 10.756 ms | 25 - 93 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 111 |
+
| TrackAnythingSegment | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 23.738 ms | 37 - 37 MB | NPU | [Track-Anything.onnx.zip](https://huggingface.co/qualcomm/Track-Anything/blob/main/Track-Anything.onnx.zip) |
|
| 112 |
|
| 113 |
|
| 114 |
|
|
|
|
| 123 |
```
|
| 124 |
|
| 125 |
|
| 126 |
+
## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
|
| 127 |
|
| 128 |
+
Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
|
| 129 |
Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
|
| 130 |
|
| 131 |
With this API token, you can configure your client to run models on the cloud
|
|
|
|
| 133 |
```bash
|
| 134 |
qai-hub configure --api_token API_TOKEN
|
| 135 |
```
|
| 136 |
+
Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
|
| 137 |
|
| 138 |
|
| 139 |
|
|
|
|
| 244 |
spot check the output with expected output.
|
| 245 |
|
| 246 |
**Note**: This on-device profiling and inference requires access to Qualcomm®
|
| 247 |
+
AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
|
| 248 |
|
| 249 |
|
| 250 |
|
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|
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