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First-Order-Motion-Model

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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.

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  1. README.md +12 -12
README.md CHANGED
@@ -36,14 +36,14 @@ 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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- | FOMMDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.852 ms | 0 - 127 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.578 ms | 0 - 20 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.901 ms | 1 - 16 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.963 ms | 27 - 27 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMGenerator | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 25.993 ms | 12 - 263 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMGenerator | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.791 ms | 7 - 39 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMGenerator | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.195 ms | 18 - 45 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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- | FOMMGenerator | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.764 ms | 89 - 89 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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@@ -107,8 +107,8 @@ Profiling Results
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  FOMMDetector
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  Device : cs_8_gen_2 (ANDROID 13)
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  Runtime : ONNX
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- Estimated inference time (ms) : 4.9
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- Estimated peak memory usage (MB): [0, 127]
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  Total # Ops : 56
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  Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
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@@ -116,8 +116,8 @@ Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
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  FOMMGenerator
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  Device : cs_8_gen_2 (ANDROID 13)
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  Runtime : ONNX
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- Estimated inference time (ms) : 26.0
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- Estimated peak memory usage (MB): [12, 263]
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  Total # Ops : 150
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  Compute Unit(s) : npu (138 ops) gpu (0 ops) cpu (12 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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+ | FOMMDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.739 ms | 0 - 69 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.559 ms | 0 - 24 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.845 ms | 1 - 17 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.96 ms | 28 - 28 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMGenerator | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 26.888 ms | 0 - 226 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMGenerator | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.754 ms | 18 - 74 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMGenerator | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.545 ms | 4 - 72 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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+ | FOMMGenerator | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.832 ms | 88 - 88 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
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  FOMMDetector
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  Device : cs_8_gen_2 (ANDROID 13)
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  Runtime : ONNX
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+ Estimated inference time (ms) : 4.7
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+ Estimated peak memory usage (MB): [0, 69]
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  Total # Ops : 56
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  Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
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  FOMMGenerator
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  Device : cs_8_gen_2 (ANDROID 13)
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  Runtime : ONNX
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+ Estimated inference time (ms) : 26.9
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+ Estimated peak memory usage (MB): [0, 226]
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  Total # Ops : 150
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  Compute Unit(s) : npu (138 ops) gpu (0 ops) cpu (12 ops)
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  ```