Hugging Face's logo

qualcomm
/
Inception-v3

Image Classification
PyTorch
LiteRT
backbone
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
b29bd92
·
verified ·
1 Parent(s): 6661f8d

v0.34.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. Inception-v3_w8a8.dlc +1 -1
  2. README.md +42 -51
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/Inception-v3.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-x-elite/Inception-v3_w8a8.onnx.zip +1 -1
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
Inception-v3_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1f5f632a180308062fdadcadff9913f308a83d7616dab8475d72fe06677192e6
3
  size 25045941
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6fddbf3aeaecc99a1b637d6f2ef580163b18eb10069234530d8ab3449752a797
3
  size 25045941
README.md CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
24
  [here](https://aihub.qualcomm.com/models/inception_v3).
25
 
26
 
 
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.image_classification
@@ -36,66 +37,66 @@ 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 | 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 | 1.559 ms | 0 - 228 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 | 1.159 ms | 0 - 29 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 | 1.202 ms | 0 - 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 | 1.499 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 | 1.501 ms | 0 - 33 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 | 1.495 ms | 0 - 37 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 | 0.771 ms | 0 - 55 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 | 0.898 ms | 0 - 56 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 | 0.666 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_DLC | 0.609 ms | 0 - 144 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 | 0.843 ms | 0 - 36 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 | 0.776 ms | 0 - 38 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 | 2.548 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 | 2.794 ms | 0 - 51 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 | 8.166 ms | 0 - 3 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 | 1.501 ms | 0 - 33 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 | 1.495 ms | 0 - 37 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 | 0.66 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 | 0.605 ms | 0 - 119 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 | 1.129 ms | 0 - 37 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 | 1.118 ms | 0 - 41 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 | 0.664 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 | 0.608 ms | 0 - 143 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 | 0.843 ms | 0 - 36 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 | 0.776 ms | 0 - 38 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 | 0.666 ms | 0 - 131 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 | 0.607 ms | 0 - 143 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 | 1.691 ms | 0 - 69 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 | 0.499 ms | 0 - 55 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 | 0.454 ms | 0 - 55 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 | 1.192 ms | 0 - 74 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 | 0.5 ms | 0 - 40 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 | 0.446 ms | 0 - 45 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 | 1.046 ms | 0 - 58 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 | 0.652 ms | 119 - 119 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 | 1.603 ms | 25 - 25 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
100
 
101
 
@@ -154,17 +155,7 @@ device. This script does the following:
154
  ```bash
155
  python -m qai_hub_models.models.inception_v3.export
156
  ```
157
- ```
158
- Profiling Results
159
- ------------------------------------------------------------
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)
167
- ```
168
 
169
 
170
  ## How does this work?
 
24
  [here](https://aihub.qualcomm.com/models/inception_v3).
25
 
26
 
27
+
28
  ### Model Details
29
 
30
  - **Model Type:** Model_use_case.image_classification
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | Inception-v3 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 7.699 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
41
  | 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) |
42
+ | Inception-v3 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.11 ms | 0 - 100 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
43
  | 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) |
44
+ | Inception-v3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.297 ms | 0 - 369 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
45
  | 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) |
46
+ | Inception-v3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.179 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
47
  | 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) |
48
+ | Inception-v3 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 7.699 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
49
  | 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) |
50
+ | Inception-v3 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.301 ms | 0 - 370 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
51
  | 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) |
52
+ | Inception-v3 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.559 ms | 0 - 60 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
53
  | 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) |
54
+ | Inception-v3 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.297 ms | 0 - 366 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
55
  | 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) |
56
+ | Inception-v3 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.179 ms | 0 - 59 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
57
  | 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) |
58
+ | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.293 ms | 0 - 371 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
59
  | 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) |
60
  | Inception-v3 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.559 ms | 0 - 228 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
61
+ | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.982 ms | 0 - 94 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
62
  | 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) |
63
  | Inception-v3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.159 ms | 0 - 29 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
64
+ | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.84 ms | 0 - 64 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
65
  | 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) |
66
  | Inception-v3 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.202 ms | 0 - 26 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
67
  | 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) |
68
  | Inception-v3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.499 ms | 46 - 46 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
69
+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.51 ms | 0 - 34 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
70
+ | Inception-v3 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.513 ms | 0 - 37 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
71
+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.795 ms | 0 - 54 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
72
+ | Inception-v3 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.896 ms | 0 - 54 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
73
+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.658 ms | 0 - 135 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
74
+ | Inception-v3 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.604 ms | 0 - 143 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
75
+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.858 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
76
+ | Inception-v3 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.77 ms | 0 - 39 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
77
+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.49 ms | 0 - 55 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
78
+ | Inception-v3 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.819 ms | 0 - 51 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
79
+ | Inception-v3 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 7.846 ms | 0 - 2 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 | TFLITE | 1.51 ms | 0 - 34 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
81
+ | Inception-v3 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.513 ms | 0 - 37 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
82
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.667 ms | 0 - 134 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
83
+ | Inception-v3 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.61 ms | 0 - 141 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
84
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.112 ms | 0 - 39 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
85
+ | Inception-v3 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.112 ms | 0 - 41 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
86
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.668 ms | 0 - 135 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
87
+ | Inception-v3 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.607 ms | 0 - 143 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
88
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.858 ms | 0 - 36 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
89
+ | Inception-v3 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.77 ms | 0 - 39 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
90
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.665 ms | 0 - 135 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
91
+ | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.605 ms | 0 - 143 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
92
  | Inception-v3 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.691 ms | 0 - 69 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
93
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.498 ms | 0 - 52 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
94
+ | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.449 ms | 0 - 53 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
95
  | Inception-v3 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.192 ms | 0 - 74 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
96
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.482 ms | 0 - 37 MB | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.tflite) |
97
+ | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.438 ms | 0 - 40 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
98
  | Inception-v3 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.046 ms | 0 - 58 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
99
+ | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.649 ms | 119 - 119 MB | NPU | [Inception-v3.dlc](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.dlc) |
100
  | Inception-v3 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.603 ms | 25 - 25 MB | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3_w8a8.onnx) |
101
 
102
 
 
155
  ```bash
156
  python -m qai_hub_models.models.inception_v3.export
157
  ```
158
+
 
 
 
 
 
 
 
 
 
 
159
 
160
 
161
  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-x-elite/Inception-v3.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2793410c05bf2f65d4e1ced53fa6cc4bd709f1079c6e4dbf4e3d17eb0640c6d3
3
  size 44272192
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:916049814acda56c03c39768af835369bd3bbaebde360c71cd4c2286f840a44e
3
  size 44272192
precompiled/qualcomm-snapdragon-x-elite/Inception-v3_w8a8.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f89bbb809294e6611997685586d5c688ea0c3df982b6b73bc0635f302517e15a
3
  size 20450981
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:83b4ff709c8e27aeb3379365b0a9312f59eaad330e8dcde8b9af8709b09a543f
3
  size 20450981
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956