Hugging Face's logo

qualcomm
/
First-Order-Motion-Model

Image-to-Video
PyTorch
ONNX
android
Model card Files Community
qaihm-bot commited on
Commit
03de2da
·
verified ·
1 Parent(s): b5af8cb

v0.31.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.31.0 for changelog.

Files changed (1) hide show
  1. README.md +12 -12
README.md CHANGED
@@ -36,14 +36,14 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | 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) |
40
- | 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) |
41
- | 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) |
42
- | 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) |
43
- | 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) |
44
- | 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) |
45
- | 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) |
46
- | 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) |
47
 
48
 
49
 
@@ -107,8 +107,8 @@ Profiling Results
107
  FOMMDetector
108
  Device : cs_8_gen_2 (ANDROID 13)
109
  Runtime : ONNX
110
- Estimated inference time (ms) : 4.7
111
- Estimated peak memory usage (MB): [0, 69]
112
  Total # Ops : 56
113
  Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
114
 
@@ -116,8 +116,8 @@ Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
116
  FOMMGenerator
117
  Device : cs_8_gen_2 (ANDROID 13)
118
  Runtime : ONNX
119
- Estimated inference time (ms) : 26.9
120
- Estimated peak memory usage (MB): [0, 226]
121
  Total # Ops : 150
122
  Compute Unit(s) : npu (138 ops) gpu (0 ops) cpu (12 ops)
123
  ```
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | FOMMDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.765 ms | 0 - 80 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
40
+ | FOMMDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.516 ms | 0 - 22 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
41
+ | FOMMDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.225 ms | 1 - 18 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
42
+ | FOMMDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.98 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) |
43
+ | FOMMGenerator | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 26.631 ms | 11 - 235 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
44
+ | FOMMGenerator | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 18.776 ms | 20 - 77 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
45
+ | FOMMGenerator | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.656 ms | 1 - 69 MB | NPU | [First-Order-Motion-Model.onnx](https://huggingface.co/qualcomm/First-Order-Motion-Model/blob/main/First-Order-Motion-Model.onnx) |
46
+ | FOMMGenerator | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.695 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) |
47
 
48
 
49
 
 
107
  FOMMDetector
108
  Device : cs_8_gen_2 (ANDROID 13)
109
  Runtime : ONNX
110
+ Estimated inference time (ms) : 4.8
111
+ Estimated peak memory usage (MB): [0, 80]
112
  Total # Ops : 56
113
  Compute Unit(s) : npu (56 ops) gpu (0 ops) cpu (0 ops)
114
 
 
116
  FOMMGenerator
117
  Device : cs_8_gen_2 (ANDROID 13)
118
  Runtime : ONNX
119
+ Estimated inference time (ms) : 26.6
120
+ Estimated peak memory usage (MB): [11, 235]
121
  Total # Ops : 150
122
  Compute Unit(s) : npu (138 ops) gpu (0 ops) cpu (12 ops)
123
  ```