v0.31.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.
- .gitattributes +1 -0
- DLA-102-X.dlc +3 -0
- README.md +19 -20
.gitattributes
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DLA-102-X.dlc filter=lfs diff=lfs merge=lfs -text
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DLA-102-X.dlc
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version https://git-lfs.github.com/spec/v1
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oid sha256:512e33303510005e4710c9d289ed16d36e19378dfa5e0abdf88cc2f470ce1156
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size 105348251
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README.md
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@@ -35,25 +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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| DLA-102-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.
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| DLA-102-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) |
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| DLA-102-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.
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| DLA-102-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) |
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| DLA-102-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.
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| DLA-102-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) |
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| DLA-102-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.
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| DLA-102-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) |
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile |
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.034 ms | 0 -
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile |
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.
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| DLA-102-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile |
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| DLA-102-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile |
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| DLA-102-X | float | Snapdragon
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| DLA-102-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite |
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| DLA-102-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.867 ms | 54 - 54 MB | NPU | [DLA-102-X.onnx](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.onnx) |
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 14.6
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Estimated peak memory usage (MB): [0,
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Total # Ops : 175
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Compute Unit(s) : npu (175 ops) gpu (0 ops) cpu (0 ops)
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```
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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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| DLA-102-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.578 ms | 0 - 114 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.339 ms | 1 - 48 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.803 ms | 0 - 107 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.412 ms | 1 - 40 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.829 ms | 0 - 130 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.768 ms | 2 - 22 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.539 ms | 0 - 114 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.34 ms | 1 - 48 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.865 ms | 0 - 60 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.787 ms | 0 - 20 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.909 ms | 0 - 174 MB | NPU | [DLA-102-X.onnx](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.onnx) |
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.034 ms | 0 - 126 MB | NPU | [DLA-102-X.tflite](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.tflite) |
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.97 ms | 0 - 56 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.121 ms | 0 - 64 MB | NPU | [DLA-102-X.onnx](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.onnx) |
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| DLA-102-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.898 ms | 1 - 51 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.075 ms | 1 - 52 MB | NPU | [DLA-102-X.onnx](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.onnx) |
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| DLA-102-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.458 ms | 156 - 156 MB | NPU | [DLA-102-X.dlc](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.dlc) |
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| DLA-102-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.895 ms | 54 - 54 MB | NPU | [DLA-102-X.onnx](https://huggingface.co/qualcomm/DLA-102-X/blob/main/DLA-102-X.onnx) |
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Device : cs_8275 (ANDROID 14)
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Runtime : TFLITE
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Estimated inference time (ms) : 14.6
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Estimated peak memory usage (MB): [0, 114]
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Total # Ops : 175
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Compute Unit(s) : npu (175 ops) gpu (0 ops) cpu (0 ops)
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```
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