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SwinV2-Base

Image Classification
PyTorch
LiteRT
backbone
bu_auto
android
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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 (6) hide show
  1. LICENSE +0 -1
  2. README.md +16 -26
  3. SwinV2-Base_float.dlc +0 -3
  4. DEPLOYMENT_MODEL_LICENSE.pdf → SwinV2-Base_float.onnx.zip +2 -2
  5. SwinV2-Base_float.tflite +2 -2
  6. tool-versions.yaml +3 -2
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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@@ -37,31 +38,21 @@ 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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- | SwinV2-Base | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 85.634 ms | 0 - 399 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 69.353 ms | 1 - 378 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 43.815 ms | 0 - 501 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 39.293 ms | 1 - 365 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 36.957 ms | 0 - 33 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 28.089 ms | 0 - 57 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 41.279 ms | 0 - 399 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 31.423 ms | 0 - 407 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 85.634 ms | 0 - 399 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 69.353 ms | 1 - 378 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 37.294 ms | 3 - 36 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 28.152 ms | 0 - 60 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 49.618 ms | 0 - 376 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 38.969 ms | 1 - 368 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 37.217 ms | 0 - 39 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 28.289 ms | 0 - 45 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 41.279 ms | 0 - 399 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 31.423 ms | 0 - 407 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 25.975 ms | 0 - 398 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 19.601 ms | 1 - 382 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 20.991 ms | 0 - 396 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 14.908 ms | 1 - 380 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 17.814 ms | 0 - 388 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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- | SwinV2-Base | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 11.78 ms | 1 - 389 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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- | SwinV2-Base | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 29.201 ms | 1031 - 1031 MB | NPU | [SwinV2-Base.dlc](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.dlc) |
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@@ -237,7 +228,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
238
  * The license for the original implementation of SwinV2-Base can be found
239
  [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:
5
  - backbone
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+ - bu_auto
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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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+ | SwinV2-Base | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 81.861 ms | 0 - 614 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 46.905 ms | 0 - 730 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 35.029 ms | 0 - 4 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 38.721 ms | 0 - 596 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 81.861 ms | 0 - 614 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 35.031 ms | 0 - 4 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 47.037 ms | 0 - 581 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 35.179 ms | 0 - 4 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 38.721 ms | 0 - 596 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 24.258 ms | 0 - 745 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 17.996 ms | 0 - 600 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 35.181 ms | 30 - 290 MB | NPU | [SwinV2-Base.onnx.zip](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.onnx.zip) |
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+ | SwinV2-Base | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 14.619 ms | 0 - 653 MB | NPU | [SwinV2-Base.tflite](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.tflite) |
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+ | SwinV2-Base | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 40.283 ms | 29 - 318 MB | NPU | [SwinV2-Base.onnx.zip](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.onnx.zip) |
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+ | SwinV2-Base | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 64.884 ms | 178 - 178 MB | NPU | [SwinV2-Base.onnx.zip](https://huggingface.co/qualcomm/SwinV2-Base/blob/main/SwinV2-Base.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of SwinV2-Base can be found
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  [here](https://github.com/pytorch/vision/blob/main/LICENSE).
 
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DEPLOYMENT_MODEL_LICENSE.pdf → SwinV2-Base_float.onnx.zip RENAMED
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tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
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  tool_versions:
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- qnn_dlc:
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- qairt: 2.40.0.251030114326_189385
 
 
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  tool_versions:
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+ onnx:
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+ qairt: 2.37.1.250807093845_124904
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+ onnx_runtime: 1.23.0