v0.30.2
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.
FOMMDetector.onnx → First-Order-Motion-Model_FOMMDetector.onnx
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First-Order-Motion-Model_FOMMGenerator.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2081f3e5bc5c96c6813ef69cbc0db9de2b20cca150085cf659f18933e00ff08
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size 182680467
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README.md
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@@ -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.
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| FOMMDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.
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| FOMMDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.
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| FOMMDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.
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| FOMMGenerator | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX |
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| FOMMGenerator | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.
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| FOMMGenerator | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 16.
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| FOMMGenerator | float | Snapdragon X Elite CRD | Snapdragon® X Elite | 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.
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Estimated peak memory usage (MB): [0,
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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) :
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Estimated peak memory usage (MB): [
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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 | 4.852 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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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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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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