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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (9) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +72 -69
  4. ResNet50_float.dlc +1 -1
  5. ResNet50_float.onnx.zip +2 -2
  6. ResNet50_float.tflite +2 -2
  7. ResNet50_w8a8.dlc +1 -1
  8. ResNet50_w8a8.onnx.zip +2 -2
  9. ResNet50_w8a8.tflite +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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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
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/pytorch/vision/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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  The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
 
README.md CHANGED
@@ -3,6 +3,7 @@ library_name: pytorch
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  license: other
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  tags:
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  - backbone
 
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  - android
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  pipeline_tag: image-classification
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@@ -37,74 +38,77 @@ 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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- | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.832 ms | 0 - 66 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.631 ms | 1 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.051 ms | 0 - 76 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.674 ms | 1 - 37 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.279 ms | 0 - 355 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.198 ms | 0 - 15 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.33 ms | 0 - 141 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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- | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.56 ms | 0 - 66 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.359 ms | 1 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.832 ms | 0 - 66 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.631 ms | 1 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.275 ms | 0 - 351 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.198 ms | 0 - 21 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.651 ms | 0 - 59 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.666 ms | 1 - 31 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.277 ms | 0 - 358 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.203 ms | 0 - 23 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.56 ms | 0 - 66 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.359 ms | 1 - 34 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.622 ms | 0 - 82 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.599 ms | 0 - 42 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.65 ms | 0 - 39 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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- | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.31 ms | 0 - 69 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.28 ms | 1 - 40 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.366 ms | 0 - 37 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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- | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.169 ms | 0 - 68 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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- | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.099 ms | 1 - 58 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.228 ms | 1 - 59 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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- | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.31 ms | 176 - 176 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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- | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.106 ms | 49 - 49 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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- | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 2.674 ms | 0 - 27 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 2.841 ms | 0 - 102 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 32.103 ms | 9 - 30 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.687 ms | 0 - 34 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.939 ms | 0 - 35 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.928 ms | 0 - 63 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.209 ms | 0 - 63 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.776 ms | 0 - 124 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.901 ms | 0 - 122 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.098 ms | 0 - 117 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.946 ms | 0 - 34 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.876 ms | 0 - 35 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.759 ms | 0 - 6 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 21.451 ms | 8 - 37 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.687 ms | 0 - 34 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.939 ms | 0 - 35 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.778 ms | 0 - 119 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.909 ms | 0 - 125 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.249 ms | 0 - 39 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.405 ms | 0 - 41 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.876 ms | 0 - 121 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.903 ms | 0 - 125 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.946 ms | 0 - 34 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.876 ms | 0 - 35 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.58 ms | 0 - 64 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.677 ms | 0 - 55 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.797 ms | 62 - 115 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.503 ms | 0 - 46 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.53 ms | 0 - 38 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.688 ms | 0 - 39 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.108 ms | 0 - 49 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.256 ms | 0 - 52 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 21.744 ms | 6 - 22 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.456 ms | 0 - 39 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.486 ms | 0 - 42 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.673 ms | 0 - 41 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
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- | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.958 ms | 134 - 134 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
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- | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.953 ms | 25 - 25 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
 
 
 
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@@ -280,7 +284,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of ResNet50 can be found
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  [here](https://github.com/pytorch/vision/blob/main/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  license: other
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  tags:
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  - backbone
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  - android
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  pipeline_tag: image-classification
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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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+ | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 10.599 ms | 0 - 166 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 10.654 ms | 1 - 136 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.649 ms | 0 - 198 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.65 ms | 1 - 160 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.169 ms | 0 - 3 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.201 ms | 1 - 3 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 2.294 ms | 0 - 58 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
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+ | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 14.156 ms | 0 - 166 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.348 ms | 1 - 135 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 10.599 ms | 0 - 166 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
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+ | ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 10.654 ms | 1 - 136 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
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+ | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.166 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
53
+ | ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.197 ms | 1 - 3 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
54
+ | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.598 ms | 0 - 160 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
55
+ | ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.661 ms | 0 - 129 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
56
+ | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.167 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
57
+ | ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.208 ms | 1 - 3 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
58
+ | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 14.156 ms | 0 - 166 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
59
+ | ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.348 ms | 1 - 135 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
60
+ | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.571 ms | 0 - 207 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
61
+ | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.613 ms | 1 - 167 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
62
+ | ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.649 ms | 0 - 142 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
63
+ | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.282 ms | 0 - 166 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
64
+ | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.281 ms | 1 - 140 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
65
+ | ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 1.375 ms | 0 - 111 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
66
+ | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 1.101 ms | 0 - 187 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.tflite) |
67
+ | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.103 ms | 1 - 160 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
68
+ | ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.211 ms | 0 - 133 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
69
+ | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.318 ms | 1 - 1 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.dlc) |
70
+ | ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.103 ms | 49 - 49 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50.onnx.zip) |
71
+ | ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 6.011 ms | 0 - 147 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
72
+ | ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 6.625 ms | 0 - 145 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
73
+ | ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 23.102 ms | 7 - 21 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
74
+ | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 2.667 ms | 0 - 27 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
75
+ | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 2.996 ms | 2 - 4 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
76
+ | ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 32.221 ms | 9 - 29 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
77
+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.694 ms | 0 - 134 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
78
+ | ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.962 ms | 0 - 134 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
79
+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.075 ms | 0 - 176 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
80
+ | ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.215 ms | 0 - 174 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
81
+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.754 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
82
+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.904 ms | 0 - 2 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
83
+ | ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.113 ms | 0 - 31 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
84
+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.942 ms | 0 - 134 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
85
+ | ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.898 ms | 0 - 134 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
86
+ | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 24.99 ms | 0 - 160 MB | GPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
87
+ | ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 21.483 ms | 8 - 38 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
88
+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.694 ms | 0 - 134 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
89
+ | ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.962 ms | 0 - 134 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
90
+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.759 ms | 0 - 2 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
91
+ | ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.909 ms | 0 - 2 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
92
+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.264 ms | 0 - 140 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
93
+ | ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.408 ms | 0 - 141 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
94
+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.763 ms | 0 - 3 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
95
+ | ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.918 ms | 0 - 3 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
96
+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.942 ms | 0 - 134 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
97
+ | ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.898 ms | 0 - 134 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
98
+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.593 ms | 0 - 170 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
99
+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.664 ms | 0 - 172 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
100
+ | ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.796 ms | 0 - 152 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
101
+ | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.485 ms | 0 - 133 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
102
+ | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.525 ms | 0 - 136 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
103
+ | ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.687 ms | 0 - 111 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
104
+ | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 1.103 ms | 0 - 146 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
105
+ | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.256 ms | 0 - 147 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
106
+ | ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 21.756 ms | 6 - 22 MB | CPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
107
+ | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.445 ms | 0 - 136 MB | NPU | [ResNet50.tflite](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.tflite) |
108
+ | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.494 ms | 0 - 137 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
109
+ | ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.662 ms | 0 - 114 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
110
+ | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.959 ms | 0 - 0 MB | NPU | [ResNet50.dlc](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.dlc) |
111
+ | ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.959 ms | 25 - 25 MB | NPU | [ResNet50.onnx.zip](https://huggingface.co/qualcomm/ResNet50/blob/main/ResNet50_w8a8.onnx.zip) |
112
 
113
 
114
 
 
284
  ## License
285
  * The license for the original implementation of ResNet50 can be found
286
  [here](https://github.com/pytorch/vision/blob/main/LICENSE).
 
287
 
288
 
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