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CenterNet-2D

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v0.43.0

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

Files changed (7) hide show
  1. README.md +18 -18
  2. precompiled/qualcomm-qcs8550-proxy/CenterNet-2D_float.onnx.zip +1 -1
  3. precompiled/qualcomm-sa8295p/CenterNet-2D_float.bin +1 -1
  4. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/CenterNet-2D_float.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-8-elite-gen5/CenterNet-2D_float.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-8gen3/CenterNet-2D_float.onnx.zip +2 -2
  7. precompiled/qualcomm-snapdragon-x-elite/CenterNet-2D_float.onnx.zip +2 -2
README.md CHANGED
@@ -35,24 +35,24 @@ 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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- | CenterNet-2D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 563.359 ms | 2 - 12 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 740.347 ms | 3 - 24 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 450.919 ms | 3 - 6 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 396.297 ms | 0 - 64 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 1276.745 ms | 2 - 12 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 563.359 ms | 2 - 12 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 449.755 ms | 3 - 6 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 487.36 ms | 0 - 14 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 452.797 ms | 3 - 6 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 1276.745 ms | 2 - 12 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 316.349 ms | 6 - 25 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 286.729 ms | 16 - 34 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 289.869 ms | 3 - 17 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 290.191 ms | 13 - 24 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 259.422 ms | 3 - 14 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 287.985 ms | 15 - 26 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 449.953 ms | 3 - 3 MB | NPU | Use Export Script |
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- | CenterNet-2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 384.859 ms | 56 - 56 MB | NPU | Use Export Script |
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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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+ | CenterNet-2D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 564.2 ms | 3 - 12 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 749.546 ms | 3 - 24 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 450.927 ms | 3 - 6 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 394.654 ms | 0 - 63 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 461.251 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 564.2 ms | 3 - 12 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 451.649 ms | 3 - 6 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 486.874 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 452.289 ms | 3 - 5 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 461.251 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 317.465 ms | 3 - 22 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 289.142 ms | 15 - 34 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 289.818 ms | 3 - 17 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 289.916 ms | 14 - 29 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 255.179 ms | 3 - 14 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 287.628 ms | 15 - 26 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 449.753 ms | 3 - 3 MB | NPU | Use Export Script |
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+ | CenterNet-2D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 383.088 ms | 56 - 56 MB | NPU | Use Export Script |
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