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OpenAI-Clip

Image Classification
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@@ -38,64 +38,64 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 20.634 ms | 0 - 29 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 16.731 ms | 1 - 3 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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- | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 41.387 ms | 0 - 368 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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- | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 15.11 ms | 0 - 372 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 11.82 ms | 1 - 19 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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- | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.851 ms | 0 - 225 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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- | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 12.285 ms | 0 - 364 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 11.135 ms | 4 - 304 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 32.266 ms | 1 - 219 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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- | CLIPImageEncoder | SA7255P ADP | SA7255P | TFLITE | 310.255 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | SA7255P ADP | SA7255P | QNN | 257.531 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 20.745 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 16.696 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 25.341 ms | 0 - 312 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 20.301 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 21.094 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 16.724 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | SA8775P ADP | SA8775P | TFLITE | 29.426 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | SA8775P ADP | SA8775P | QNN | 23.34 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 310.255 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.531 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 20.589 ms | 3 - 37 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 16.777 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 29.426 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 23.34 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 22.271 ms | 0 - 324 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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- | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 18.515 ms | 0 - 308 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.431 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 42.452 ms | 172 - 172 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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- | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.688 ms | 0 - 10 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.084 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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- | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.301 ms | 0 - 291 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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- | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.273 ms | 0 - 147 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.7 ms | 0 - 18 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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- | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.74 ms | 0 - 69 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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- | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 3.308 ms | 0 - 143 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.593 ms | 0 - 127 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 9.195 ms | 0 - 68 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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- | CLIPTextEncoder | SA7255P ADP | SA7255P | TFLITE | 59.63 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA7255P ADP | SA7255P | QNN | 49.84 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.708 ms | 0 - 11 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.071 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 6.227 ms | 0 - 127 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 5.51 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.667 ms | 0 - 12 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.069 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | SA8775P ADP | SA8775P | TFLITE | 6.975 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | SA8775P ADP | SA8775P | QNN | 5.826 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 59.63 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 49.84 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.641 ms | 0 - 13 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.056 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.975 ms | 0 - 138 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.826 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.202 ms | 0 - 136 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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- | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.335 ms | 0 - 129 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.404 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.582 ms | 124 - 124 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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@@ -159,8 +159,8 @@ Profiling Results
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  CLIPImageEncoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 20.6
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- Estimated peak memory usage (MB): [0, 29]
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  Total # Ops : 659
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  Compute Unit(s) : NPU (659 ops)
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@@ -168,8 +168,8 @@ Compute Unit(s) : NPU (659 ops)
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  CLIPTextEncoder
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 4.7
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- Estimated peak memory usage (MB): [0, 10]
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  Total # Ops : 660
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  Compute Unit(s) : NPU (658 ops) CPU (2 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 19.929 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 16.659 ms | 1 - 3 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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+ | CLIPImageEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 40.603 ms | 0 - 369 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 14.675 ms | 0 - 365 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 11.943 ms | 1 - 19 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.so) |
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+ | CLIPImageEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.392 ms | 0 - 222 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 14.028 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 8.959 ms | 1 - 302 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 27.795 ms | 1 - 219 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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+ | CLIPImageEncoder | SA7255P ADP | SA7255P | TFLITE | 309.047 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | SA7255P ADP | SA7255P | QNN | 257.356 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 19.951 ms | 0 - 34 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 16.692 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8295P ADP | SA8295P | TFLITE | 24.429 ms | 0 - 314 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | SA8295P ADP | SA8295P | QNN | 20.246 ms | 1 - 18 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 20.34 ms | 0 - 36 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 16.699 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | SA8775P ADP | SA8775P | TFLITE | 28.395 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | SA8775P ADP | SA8775P | QNN | 23.499 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 309.047 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 257.356 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 19.941 ms | 0 - 37 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 16.579 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 28.395 ms | 0 - 362 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 23.499 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 21.872 ms | 0 - 326 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.tflite) |
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+ | CLIPImageEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 18.207 ms | 1 - 306 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 17.329 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | CLIPImageEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 41.047 ms | 171 - 171 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPImageEncoder.onnx) |
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+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 4.467 ms | 0 - 17 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.03 ms | 0 - 2 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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+ | CLIPTextEncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.111 ms | 0 - 385 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 3.062 ms | 0 - 146 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.69 ms | 0 - 18 MB | FP16 | NPU | [OpenAI-Clip.so](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.so) |
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+ | CLIPTextEncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.511 ms | 0 - 70 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.59 ms | 0 - 143 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.577 ms | 0 - 127 MB | FP16 | NPU | Use Export Script |
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+ | CLIPTextEncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.644 ms | 0 - 68 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
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+ | CLIPTextEncoder | SA7255P ADP | SA7255P | TFLITE | 59.152 ms | 0 - 139 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | SA7255P ADP | SA7255P | QNN | 49.955 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 4.472 ms | 0 - 10 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.03 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | CLIPTextEncoder | SA8295P ADP | SA8295P | TFLITE | 5.901 ms | 0 - 127 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | SA8295P ADP | SA8295P | QNN | 5.405 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 4.488 ms | 0 - 13 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
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+ | CLIPTextEncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.066 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | CLIPTextEncoder | SA8775P ADP | SA8775P | TFLITE | 6.573 ms | 0 - 139 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
88
+ | CLIPTextEncoder | SA8775P ADP | SA8775P | QNN | 5.754 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
89
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 59.152 ms | 0 - 139 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
90
+ | CLIPTextEncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 49.955 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
91
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 4.393 ms | 0 - 25 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
92
+ | CLIPTextEncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.029 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
93
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 6.573 ms | 0 - 139 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
94
+ | CLIPTextEncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 5.754 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
95
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.067 ms | 0 - 134 MB | FP16 | NPU | [OpenAI-Clip.tflite](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.tflite) |
96
+ | CLIPTextEncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.491 ms | 0 - 131 MB | FP16 | NPU | Use Export Script |
97
+ | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.369 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
98
+ | CLIPTextEncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.289 ms | 124 - 124 MB | FP16 | NPU | [OpenAI-Clip.onnx](https://huggingface.co/qualcomm/OpenAI-Clip/blob/main/CLIPTextEncoder.onnx) |
99
 
100
 
101
 
 
159
  CLIPImageEncoder
160
  Device : Samsung Galaxy S23 (13)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 19.9
163
+ Estimated peak memory usage (MB): [0, 34]
164
  Total # Ops : 659
165
  Compute Unit(s) : NPU (659 ops)
166
 
 
168
  CLIPTextEncoder
169
  Device : Samsung Galaxy S23 (13)
170
  Runtime : TFLITE
171
+ Estimated inference time (ms) : 4.5
172
+ Estimated peak memory usage (MB): [0, 17]
173
  Total # Ops : 660
174
  Compute Unit(s) : NPU (658 ops) CPU (2 ops)
175
  ```