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qualcomm
/
EyeGaze

PyTorch
bu_auto
real_time
android
gaze-estimation
Model card Files
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v0.52.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (3) hide show
  1. LICENSE +1 -1
  2. README.md +27 -27
  3. release_assets.json +14 -14
LICENSE CHANGED
@@ -1 +1 @@
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- The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/LICENSE.
 
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+ The license of the original trained model can be found at https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE.
README.md CHANGED
@@ -29,10 +29,10 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-onnx-float.zip)
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- | ONNX | w8a16 | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EyeGaze on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/eyegaze)**.
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@@ -69,28 +69,28 @@ See our repository for [EyeGaze on GitHub](https://github.com/qualcomm/ai-hub-mo
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  | EyeGaze | ONNX | float | Qualcomm® QCS8550 (Proxy) | 25.588 ms | 27 - 48 MB | CPU
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  | EyeGaze | ONNX | float | Qualcomm® QCS9075 | 20.894 ms | 33 - 43 MB | CPU
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  | EyeGaze | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.938 ms | 32 - 44 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 25.828 ms | 69 - 84 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® X2 Elite | 17.489 ms | 102 - 102 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® X Elite | 19.36 ms | 101 - 101 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.106 ms | 71 - 83 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Qualcomm® QCS6490 | 143.117 ms | 69 - 74 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 38.98 ms | 66 - 75 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Qualcomm® QCS9075 | 40.471 ms | 68 - 73 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Qualcomm® QCM6690 | 68.089 ms | 71 - 82 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 27.141 ms | 70 - 82 MB | CPU
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- | EyeGaze | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 59.86 ms | 85 - 96 MB | CPU
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- | EyeGaze | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.849 ms | 10 - 25 MB | CPU
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- | EyeGaze | QNN_DLC | float | Snapdragon® X2 Elite | 9.742 ms | 11 - 11 MB | CPU
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- | EyeGaze | QNN_DLC | float | Snapdragon® X Elite | 13.518 ms | 11 - 11 MB | CPU
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- | EyeGaze | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.404 ms | 10 - 23 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 214.415 ms | 10 - 24 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.21 ms | 10 - 64 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® SA8775P | 28.528 ms | 11 - 21 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® QCS9075 | 67.542 ms | 76 - 150 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.795 ms | 11 - 25 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® SA7255P | 214.415 ms | 10 - 24 MB | CPU
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- | EyeGaze | QNN_DLC | float | Qualcomm® SA8295P | 23.19 ms | 10 - 20 MB | CPU
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- | EyeGaze | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.301 ms | 10 - 26 MB | CPU
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  | EyeGaze | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.804 ms | 2 - 12 MB | CPU
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  | EyeGaze | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.076 ms | 2 - 12 MB | CPU
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  | EyeGaze | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 30.304 ms | 2 - 10 MB | CPU
@@ -104,7 +104,7 @@ See our repository for [EyeGaze on GitHub](https://github.com/qualcomm/ai-hub-mo
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  ## License
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  * The license for the original implementation of EyeGaze can be found
107
- [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
108
 
109
  ## References
110
  * [Source Model Implementation](https://github.com/david-wb/gaze-estimation)
 
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30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | ONNX | float | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[EyeGaze on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/eyegaze)**.
38
 
 
69
  | EyeGaze | ONNX | float | Qualcomm® QCS8550 (Proxy) | 25.588 ms | 27 - 48 MB | CPU
70
  | EyeGaze | ONNX | float | Qualcomm® QCS9075 | 20.894 ms | 33 - 43 MB | CPU
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  | EyeGaze | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.938 ms | 32 - 44 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 26.137 ms | 69 - 84 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® X2 Elite | 17.476 ms | 102 - 102 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® X Elite | 19.06 ms | 101 - 101 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.742 ms | 70 - 81 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Qualcomm® QCS6490 | 144.075 ms | 68 - 73 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 37.053 ms | 69 - 94 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Qualcomm® QCS9075 | 40.451 ms | 69 - 74 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Qualcomm® QCM6690 | 68.242 ms | 69 - 80 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 27.239 ms | 71 - 88 MB | CPU
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+ | EyeGaze | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 60.211 ms | 59 - 70 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.863 ms | 10 - 25 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Snapdragon® X2 Elite | 10.599 ms | 11 - 11 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Snapdragon® X Elite | 13.403 ms | 11 - 11 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.287 ms | 10 - 23 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 207.983 ms | 0 - 13 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.302 ms | 9 - 64 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® SA8775P | 28.934 ms | 0 - 10 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® QCS9075 | 67.816 ms | 66 - 140 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 28.978 ms | 11 - 24 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® SA7255P | 207.983 ms | 0 - 13 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Qualcomm® SA8295P | 23.254 ms | 10 - 20 MB | CPU
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+ | EyeGaze | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.296 ms | 10 - 22 MB | CPU
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  | EyeGaze | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.804 ms | 2 - 12 MB | CPU
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  | EyeGaze | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.076 ms | 2 - 12 MB | CPU
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  | EyeGaze | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 30.304 ms | 2 - 10 MB | CPU
 
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105
  ## License
106
  * The license for the original implementation of EyeGaze can be found
107
+ [here](https://github.com/qualcomm/ai-hub-models/blob/main/LICENSE).
108
 
109
  ## References
110
  * [Source Model Implementation](https://github.com/david-wb/gaze-estimation)
release_assets.json CHANGED
@@ -1,35 +1,35 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a16": {
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- "universal_assets": {
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- "onnx": {
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- "tool_versions": {
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- "onnx_runtime": "1.24.3"
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- },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-onnx-w8a16.zip"
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- }
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- }
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- },
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.51.0/eyegaze-onnx-float.zip"
 
 
 
 
 
 
 
 
 
 
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
 
 
 
 
 
 
 
 
 
 
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-onnx-float.zip"
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+ }
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+ }
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+ },
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+ "w8a16": {
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+ "universal_assets": {
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+ "onnx": {
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+ "tool_versions": {
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+ "onnx_runtime": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/eyegaze/releases/v0.52.0/eyegaze-onnx-w8a16.zip"
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  }
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  }
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  }