Hugging Face's logo

qualcomm
/
Inception-v3

Image Classification
PyTorch
LiteRT
backbone
android
Model card Files Community
qaihm-bot commited on
Commit
cc96a76
·
verified ·
1 Parent(s): a43ecb9

v0.31.0

Browse files

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

Files changed (4) hide show
  1. .gitattributes +2 -0
  2. Inception-v3.dlc +3 -0
  3. Inception-v3_w8a8.dlc +3 -0
  4. README.md +62 -62
.gitattributes CHANGED
@@ -35,3 +35,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  Inception-v3.so filter=lfs diff=lfs merge=lfs -text
37
  Inception-v3_w8a8.so filter=lfs diff=lfs merge=lfs -text
 
 
 
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  Inception-v3.so filter=lfs diff=lfs merge=lfs -text
37
  Inception-v3_w8a8.so filter=lfs diff=lfs merge=lfs -text
38
+ Inception-v3.dlc filter=lfs diff=lfs merge=lfs -text
39
+ Inception-v3_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
Inception-v3.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f891f9bf30e848cb8ef8fda0e87741362489e58abc3230ba8c02184b64e7dd8e
3
+ size 95519163
Inception-v3_w8a8.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1305bf235483628b4b0c52358d99d18fbdee2bf2f6d27e8bdeb587f9b9bdcd15
3
+ size 25044854
README.md CHANGED
@@ -36,67 +36,67 @@ 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
- | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 57.901 ms | 0 - 58 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
40
- | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 57.894 ms | 1 - 10 MB | NPU | Use Export Script |
41
- | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.097 ms | 0 - 96 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
42
- | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.327 ms | 0 - 33 MB | NPU | Use Export Script |
43
- | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.293 ms | 0 - 368 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
44
- | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.36 ms | 1 - 4 MB | NPU | Use Export Script |
45
- | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.186 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
46
- | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 2.211 ms | 1 - 11 MB | NPU | Use Export Script |
47
- | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 57.901 ms | 0 - 58 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
48
- | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 57.894 ms | 1 - 10 MB | NPU | Use Export Script |
49
- | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.302 ms | 0 - 363 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
50
- | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.355 ms | 1 - 3 MB | NPU | Use Export Script |
51
- | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.591 ms | 0 - 61 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
52
- | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.614 ms | 1 - 17 MB | NPU | Use Export Script |
53
- | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.299 ms | 0 - 369 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
54
- | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.36 ms | 2 - 4 MB | NPU | Use Export Script |
55
- | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.186 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
56
- | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 2.211 ms | 1 - 11 MB | NPU | Use Export Script |
57
- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.316 ms | 0 - 387 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
58
- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.356 ms | 0 - 141 MB | NPU | Use Export Script |
59
- | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.604 ms | 0 - 145 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
60
- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.974 ms | 0 - 96 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
61
- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.999 ms | 0 - 29 MB | NPU | Use Export Script |
62
- | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.113 ms | 0 - 32 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
63
- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.942 ms | 0 - 64 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
64
- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.973 ms | 1 - 27 MB | NPU | Use Export Script |
65
- | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.169 ms | 1 - 27 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
66
- | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.404 ms | 1 - 1 MB | NPU | Use Export Script |
67
- | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.498 ms | 46 - 46 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
68
- | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.51 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
69
- | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 8.49 ms | 0 - 10 MB | NPU | Use Export Script |
70
- | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.767 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
71
- | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.908 ms | 0 - 53 MB | NPU | Use Export Script |
72
- | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.649 ms | 0 - 133 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
73
- | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.607 ms | 0 - 3 MB | NPU | Use Export Script |
74
- | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.825 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
75
- | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.768 ms | 0 - 10 MB | NPU | Use Export Script |
76
- | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.505 ms | 0 - 56 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
77
- | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.755 ms | 0 - 13 MB | NPU | Use Export Script |
78
- | Inception-v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 7.963 ms | 0 - 11 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
79
- | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.51 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
80
- | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 8.49 ms | 0 - 10 MB | NPU | Use Export Script |
81
- | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.648 ms | 0 - 133 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
82
- | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.61 ms | 0 - 3 MB | NPU | Use Export Script |
83
- | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.113 ms | 0 - 38 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
84
- | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.111 ms | 0 - 18 MB | NPU | Use Export Script |
85
- | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.648 ms | 0 - 135 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
86
- | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.609 ms | 0 - 2 MB | NPU | Use Export Script |
87
- | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.825 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
88
- | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.768 ms | 0 - 10 MB | NPU | Use Export Script |
89
- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.649 ms | 0 - 133 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
90
- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.608 ms | 0 - 144 MB | NPU | Use Export Script |
91
- | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 28.29 ms | 0 - 197 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
92
- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.478 ms | 0 - 49 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
93
- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.452 ms | 0 - 52 MB | NPU | Use Export Script |
94
- | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 21.893 ms | 2 - 807 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
95
- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.465 ms | 0 - 38 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
96
- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.436 ms | 0 - 40 MB | NPU | Use Export Script |
97
- | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 19.023 ms | 0 - 962 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
98
- | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.632 ms | 0 - 0 MB | NPU | Use Export Script |
99
- | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.267 ms | 42 - 42 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
100
 
101
 
102
 
@@ -160,7 +160,7 @@ Profiling Results
160
  Inception-v3
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
- Estimated inference time (ms) : 57.9
164
  Estimated peak memory usage (MB): [0, 58]
165
  Total # Ops : 129
166
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.739 ms | 0 - 58 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
40
+ | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.723 ms | 0 - 21 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
41
+ | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.111 ms | 0 - 96 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
42
+ | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.316 ms | 0 - 33 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
43
+ | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.298 ms | 0 - 368 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
44
+ | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.351 ms | 0 - 138 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
45
+ | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.196 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
46
+ | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.205 ms | 1 - 22 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
47
+ | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.739 ms | 0 - 58 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
48
+ | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.723 ms | 0 - 21 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
49
+ | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.303 ms | 0 - 365 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
50
+ | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.356 ms | 0 - 11 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
51
+ | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.576 ms | 0 - 62 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
52
+ | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.576 ms | 1 - 26 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
53
+ | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.303 ms | 0 - 366 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
54
+ | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.353 ms | 0 - 104 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
55
+ | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.196 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
56
+ | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.205 ms | 1 - 22 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
57
+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.299 ms | 0 - 365 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
58
+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.355 ms | 0 - 139 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
59
+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.583 ms | 0 - 157 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
60
+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.974 ms | 0 - 94 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
61
+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.01 ms | 0 - 33 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
62
+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.151 ms | 0 - 35 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
63
+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.937 ms | 0 - 64 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
64
+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.855 ms | 0 - 26 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
65
+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.051 ms | 1 - 26 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
66
+ | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.356 ms | 174 - 174 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.dlc) |
67
+ | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.47 ms | 46 - 46 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
68
+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.494 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
69
+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.444 ms | 0 - 38 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
70
+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.765 ms | 0 - 57 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
71
+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.894 ms | 0 - 53 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
72
+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.641 ms | 0 - 130 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
73
+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.608 ms | 0 - 136 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
74
+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.84 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
75
+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.78 ms | 0 - 39 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
76
+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.464 ms | 0 - 54 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
77
+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.842 ms | 0 - 50 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
78
+ | Inception-v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 8.079 ms | 0 - 12 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
79
+ | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.494 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
80
+ | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.444 ms | 0 - 38 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
81
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.65 ms | 0 - 133 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
82
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.607 ms | 0 - 134 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
83
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.125 ms | 0 - 38 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
84
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.135 ms | 0 - 40 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
85
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.645 ms | 0 - 134 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
86
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.607 ms | 0 - 131 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
87
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.84 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
88
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.78 ms | 0 - 39 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
89
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.648 ms | 0 - 134 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
90
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.609 ms | 0 - 131 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
91
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 27.669 ms | 0 - 178 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
92
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.487 ms | 0 - 57 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
93
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.451 ms | 0 - 52 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
94
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 20.789 ms | 2 - 808 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
95
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.462 ms | 0 - 43 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
96
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.406 ms | 0 - 42 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
97
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 25.276 ms | 4 - 967 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
98
+ | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.591 ms | 120 - 120 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
99
+ | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 27.252 ms | 42 - 42 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
100
 
101
 
102
 
 
160
  Inception-v3
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
+ Estimated inference time (ms) : 7.7
164
  Estimated peak memory usage (MB): [0, 58]
165
  Total # Ops : 129
166
  Compute Unit(s) : npu (129 ops) gpu (0 ops) cpu (0 ops)