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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (1) hide show
  1. README.md +31 -31
README.md CHANGED
@@ -38,35 +38,35 @@ 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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- | OpenAI-Clip | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 368.708 ms | 0 - 382 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 60.22 ms | 1 - 10 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 27.434 ms | 0 - 348 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 24.42 ms | 1 - 414 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 24.947 ms | 0 - 22 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 21.013 ms | 1 - 3 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 29.716 ms | 0 - 381 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 23.796 ms | 0 - 10 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 368.708 ms | 0 - 382 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 60.22 ms | 1 - 10 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 25.171 ms | 0 - 21 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 21.012 ms | 1 - 3 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 30.38 ms | 0 - 336 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 24.984 ms | 1 - 17 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 25.15 ms | 0 - 21 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 21.04 ms | 1 - 2 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 29.716 ms | 0 - 381 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 23.796 ms | 0 - 10 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 25.295 ms | 0 - 21 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 21.074 ms | 0 - 55 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.33 ms | 0 - 312 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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- | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 17.728 ms | 0 - 383 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 15.132 ms | 14 - 431 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.105 ms | 1 - 475 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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- | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 16.906 ms | 0 - 382 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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- | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 11.865 ms | 1 - 390 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 17.747 ms | 1 - 442 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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- | OpenAI-Clip | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 21.682 ms | 1 - 1 MB | NPU | Use Export Script |
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- | OpenAI-Clip | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 26.59 ms | 293 - 293 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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@@ -130,8 +130,8 @@ Profiling Results
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  OpenAI-Clip
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 368.7
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- Estimated peak memory usage (MB): [0, 382]
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  Total # Ops : 1320
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  Compute Unit(s) : npu (1318 ops) gpu (0 ops) cpu (2 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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+ | OpenAI-Clip | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 367.248 ms | 0 - 406 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 305.317 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 26.29 ms | 0 - 364 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 22.919 ms | 1 - 455 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 23.813 ms | 0 - 48 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 19.969 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 28.479 ms | 0 - 407 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 22.717 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 367.248 ms | 0 - 406 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 305.317 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 23.865 ms | 0 - 43 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 19.894 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 29.633 ms | 0 - 349 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 23.848 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 23.649 ms | 0 - 63 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 19.842 ms | 1 - 8 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 28.479 ms | 0 - 407 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 22.717 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 23.99 ms | 0 - 53 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 19.815 ms | 0 - 47 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 24.691 ms | 0 - 54 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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+ | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.648 ms | 0 - 414 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 14.178 ms | 1 - 491 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 17.654 ms | 0 - 532 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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+ | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 15.935 ms | 0 - 406 MB | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.tflite) |
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+ | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 13.223 ms | 1 - 470 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.872 ms | 1 - 512 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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+ | OpenAI-Clip | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 20.798 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | OpenAI-Clip | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 25.8 ms | 293 - 293 MB | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/OpenAI-Clip.onnx) |
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  OpenAI-Clip
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 367.2
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+ Estimated peak memory usage (MB): [0, 406]
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  Total # Ops : 1320
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  Compute Unit(s) : npu (1318 ops) gpu (0 ops) cpu (2 ops)
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  ```