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EyeGaze

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v0.43.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.

Files changed (3) hide show
  1. EyeGaze_float.onnx.zip +0 -3
  2. EyeGaze_w8a16.onnx.zip +2 -2
  3. README.md +20 -25
EyeGaze_float.onnx.zip DELETED
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EyeGaze_w8a16.onnx.zip CHANGED
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README.md CHANGED
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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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- | EyeGaze | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 30.523 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.249 ms | 3 - 26 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 18.818 ms | 3 - 6 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 27.586 ms | 49 - 52 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.onnx.zip) |
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- | EyeGaze | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 26.755 ms | 3 - 13 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 30.523 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 18.761 ms | 0 - 3 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.314 ms | 3 - 19 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 20.287 ms | 3 - 5 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 26.755 ms | 3 - 13 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.779 ms | 3 - 24 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 22.182 ms | 50 - 71 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.onnx.zip) |
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- | EyeGaze | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 14.284 ms | 3 - 18 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 20.737 ms | 52 - 64 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.onnx.zip) |
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- | EyeGaze | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 11.528 ms | 3 - 14 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 20.425 ms | 50 - 62 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.onnx.zip) |
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- | EyeGaze | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.91 ms | 67 - 67 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.onnx.zip) |
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- | EyeGaze | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 37.434 ms | 61 - 74 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 67.761 ms | 52 - 66 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 53.172 ms | 61 - 74 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 31.932 ms | 70 - 96 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.864 ms | 69 - 88 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 59.669 ms | 70 - 90 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 27.041 ms | 68 - 83 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.388 ms | 100 - 100 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
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+ | EyeGaze | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 30.622 ms | 1 - 11 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.219 ms | 3 - 25 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 18.904 ms | 3 - 5 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 26.991 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 30.622 ms | 1 - 11 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 18.713 ms | 1 - 3 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.298 ms | 3 - 19 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 18.761 ms | 2 - 5 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 26.991 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.779 ms | 3 - 23 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 14.323 ms | 3 - 15 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 11.51 ms | 3 - 14 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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+ | EyeGaze | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 147.873 ms | 68 - 71 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 42.348 ms | 60 - 64 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 52.89 ms | 61 - 74 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.064 ms | 70 - 96 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.213 ms | 70 - 86 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 59.121 ms | 68 - 87 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 26.746 ms | 55 - 70 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.259 ms | 100 - 100 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
 
 
 
 
 
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