Hugging Face's logo

qualcomm
/
Inception-v3

Image Classification
PyTorch
LiteRT
ONNX
backbone
android
Model card Files Community
qaihm-bot commited on
Commit
2dbfd25
·
verified ·
1 Parent(s): f927661

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +30 -30
README.md CHANGED
@@ -35,35 +35,35 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.332 ms | 0 - 342 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
39
- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.353 ms | 1 - 3 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
40
- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.553 ms | 0 - 162 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
41
- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.994 ms | 0 - 94 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
42
- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.012 ms | 0 - 20 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
43
- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.166 ms | 0 - 33 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
44
- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.848 ms | 0 - 60 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
45
- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.834 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
46
- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.181 ms | 1 - 27 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
47
- | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 57.886 ms | 0 - 54 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
48
- | Inception-v3 | SA7255P ADP | SA7255P | QNN | 57.848 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
49
- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.328 ms | 0 - 327 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
50
- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.355 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
51
- | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 2.54 ms | 0 - 57 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
52
- | Inception-v3 | SA8295P ADP | SA8295P | QNN | 2.598 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
53
- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.335 ms | 0 - 325 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
54
- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.357 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
55
- | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 2.643 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
56
- | Inception-v3 | SA8775P ADP | SA8775P | QNN | 2.603 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
57
- | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 57.886 ms | 0 - 54 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
58
- | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 57.848 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
59
- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.332 ms | 0 - 330 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
60
- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.353 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
61
- | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.643 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
62
- | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.603 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
63
- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.071 ms | 0 - 95 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
64
- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.066 ms | 0 - 33 MB | FP16 | NPU | Use Export Script |
65
- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.411 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
66
- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.491 ms | 47 - 47 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
67
 
68
 
69
 
@@ -128,7 +128,7 @@ Inception-v3
128
  Device : Samsung Galaxy S23 (13)
129
  Runtime : TFLITE
130
  Estimated inference time (ms) : 1.3
131
- Estimated peak memory usage (MB): [0, 342]
132
  Total # Ops : 129
133
  Compute Unit(s) : NPU (129 ops)
134
  ```
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.333 ms | 0 - 323 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
39
+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.352 ms | 1 - 4 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
40
+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.557 ms | 0 - 158 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
41
+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.999 ms | 0 - 93 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
42
+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.015 ms | 1 - 19 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
43
+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.158 ms | 0 - 30 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
44
+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.945 ms | 0 - 58 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
45
+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.835 ms | 1 - 23 MB | FP16 | NPU | Use Export Script |
46
+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.034 ms | 1 - 24 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
47
+ | Inception-v3 | SA7255P ADP | SA7255P | TFLITE | 57.896 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
48
+ | Inception-v3 | SA7255P ADP | SA7255P | QNN | 57.83 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
49
+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.331 ms | 0 - 331 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
50
+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.351 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
51
+ | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 2.543 ms | 0 - 59 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
52
+ | Inception-v3 | SA8295P ADP | SA8295P | QNN | 2.59 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
53
+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.325 ms | 0 - 322 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
54
+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.351 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
55
+ | Inception-v3 | SA8775P ADP | SA8775P | TFLITE | 2.605 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
56
+ | Inception-v3 | SA8775P ADP | SA8775P | QNN | 2.606 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
57
+ | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 57.896 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
58
+ | Inception-v3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 57.83 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
59
+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.327 ms | 0 - 334 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
60
+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.351 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
61
+ | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.605 ms | 0 - 55 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
62
+ | Inception-v3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.606 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
63
+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.16 ms | 0 - 97 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
64
+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.172 ms | 0 - 30 MB | FP16 | NPU | Use Export Script |
65
+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.408 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
66
+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.493 ms | 46 - 46 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
67
 
68
 
69
 
 
128
  Device : Samsung Galaxy S23 (13)
129
  Runtime : TFLITE
130
  Estimated inference time (ms) : 1.3
131
+ Estimated peak memory usage (MB): [0, 323]
132
  Total # Ops : 129
133
  Compute Unit(s) : NPU (129 ops)
134
  ```